Full SUPERNOVA Analysis

Data Setup

install.packages("pacman", repos = "https://mirrors.nics.utk.edu/cran/")

Installing package into 'C:/Users/jaymo/AppData/Local/R/win-library/4.5'
(as 'lib' is unspecified)

package 'pacman' successfully unpacked and MD5 sums checked

The downloaded binary packages are in
    C:\Users\jaymo\AppData\Local\Temp\Rtmpsz8XVf\downloaded_packages

library(pacman)

Warning: package 'pacman' was built under R version 4.5.3

p_load("tidyverse", "ca", "factoextra", "lsr", "nlme", "broom", "parsnip", "tidymodels")

prams.transformed <- read.csv("modeldata.csv")

head(prams.transformed)

  X region.label MARRIED                            MAT_ED age.label
1 1         WEST   OTHER              HIGH SCHOOL GRAD/GED      <NA>
2 2         WEST   OTHER              HIGH SCHOOL GRAD/GED      <NA>
3 3         WEST   OTHER SOME COLLEGE,NO DEG/ASSOCIATE DEG      <NA>
4 4         WEST MARRIED             9-12 GRADE,NO DIPLOMA      <NA>
5 5         WEST   OTHER             9-12 GRADE,NO DIPLOMA      <NA>
6 6         WEST   OTHER             9-12 GRADE,NO DIPLOMA      <NA>
   income.label MAT_WIC             PGINTENT2
1    LOW INCOME     YES Wanted to be pregnant
2    LOW INCOME     YES Wanted to be pregnant
3    LOW INCOME     YES Wanted to be pregnant
4 MIDDLE INCOME      NO    Unsure at the time
5    LOW INCOME     YES Wanted to be pregnant
6   HIGH INCOME      NO Wanted to be pregnant
                                     PRE_MHDP2
1 History of pre-pregnancy depression symptoms
2 History of pre-pregnancy depression symptoms
3                                         SKIP
4                                         SKIP
5                                         SKIP
6                                         SKIP
                                BPG_DEPRS82                          SMK2YRS2
1    History of Depression During Pregnancy        Smoked in the last 2 years
2    History of Depression During Pregnancy        Smoked in the last 2 years
3 No History of Depression During Pregnancy        Smoked in the last 2 years
4 No History of Depression During Pregnancy        Smoked in the last 2 years
5 No History of Depression During Pregnancy        Smoked in the last 2 years
6 No History of Depression During Pregnancy Did not smoke in the last 2 years
                             SMK63B_A2                         DRK_2YRS2
1        Smoked 3 months pre-pregnancy         Drank in the last 2 years
2        Smoked 3 months pre-pregnancy         Drank in the last 2 years
3        Smoked 3 months pre-pregnancy         Drank in the last 2 years
4        Smoked 3 months pre-pregnancy Did not drink in the last 2 years
5        Smoked 3 months pre-pregnancy         Drank in the last 2 years
6 Did not smoke 3 months pre-pregnancy         Drank in the last 2 years
            DRK8_3B2                MH_PPINT2    WTANAL      Race Insurance
1 Occasional Drinker     PPD Symptoms Present  1.739569 MRACE_AMI  Medicaid
2 Occasional Drinker     PPD Symptoms Present  1.739569 MRACE_AMI       IHS
3 Occasional Drinker PPD Symptoms Not Present  1.739569 MRACE_AMI  Medicaid
4               SKIP PPD Symptoms Not Present 18.739541 MRACE_WHT  Medicaid
5        Non-Drinker     PPD Symptoms Present  2.077220 MRACE_WHT  Medicaid
6        Non-Drinker PPD Symptoms Not Present  2.077220 MRACE_WHT  Medicaid
  MH_PPDPR2.numeric   IPV.History IPV.Response
1                 1   IPV_Husband          YES
2                 1   IPV_Husband          YES
3                 0   IPV_Husband          YES
4                 0 IPV_Exhusband          YES
5                 1 IPV_Exhusband          YES
6                 0 IPV_Exhusband          YES

Univariate Analyses

U1. How many individual responses indicated PPD (N = 11636)?

6959 (~59.8%) responses indicated PPD at the time the PRAMS survey was delivered.

U2. How many individuals reported symptoms of PPD (N = 11569)?

6203 (~53.6%) individuals reported symptoms of PPD.

U3. How many individuals reported both indicators and symptoms of PPD?

5106 (~82.3%) individuals reported both symptoms of and indicators for PPD, highlighting that some individuals who do not report symptoms may still indicate PPD.

t1 <- table(prams.transformed$MH_PPDPR2.numeric, prams.transformed$MH_PPINT2)
t1

   
    BLANK/DK PPD Symptoms Not Present PPD Symptoms Present
  0       28                     3552                 1097
  1       39                     1814                 5106

U4. What is the breakdown of PPD reports across racial groups?

t2 <- table(prams.transformed$MH_PPDPR2.numeric)
t2

   0    1 
4677 6959 

prams.transformed %>% count(MH_PPDPR2.numeric, sort = T)

  MH_PPDPR2.numeric    n
1                 1 6959
2                 0 4677

t3 <- table(prams.transformed$MH_PPINT2)
prams.transformed %>% count(MH_PPINT2, sort = T)

                 MH_PPINT2    n
1     PPD Symptoms Present 6203
2 PPD Symptoms Not Present 5366
3                 BLANK/DK   67

t3

                BLANK/DK PPD Symptoms Not Present     PPD Symptoms Present 
                      67                     5366                     6203 

prams.transformed %>% count(Race)

            Race    n
1        HISP_BC 1477
2      MRACE_AMI 1571
3 MRACE_ASIAN_PU  274
4      MRACE_BLK 2651
5 MRACE_MULTO_PU 1141
6 MRACE_NHOPI_PU  129
7      MRACE_WHT 4393

t4 <- table(prams.transformed$Race, prams.transformed$MH_PPDPR2.numeric)
t4

                
                    0    1
  HISP_BC         650  827
  MRACE_AMI       577  994
  MRACE_ASIAN_PU  112  162
  MRACE_BLK      1104 1547
  MRACE_MULTO_PU  489  652
  MRACE_NHOPI_PU   58   71
  MRACE_WHT      1687 2706

U5. Where does PPD seem to be more relevant?

t5 <- table(prams.transformed$region.label, prams.transformed$MH_PPDPR2.numeric) %>% as.data.frame()
t5

         Var1 Var2 Freq
1     MIDWEST    0 1643
2   NORTHEAST    0  672
3       SOUTH    0  913
4        WEST    0 1242
5  What is YC    0  207
6     MIDWEST    1 2605
7   NORTHEAST    1  913
8       SOUTH    1 1326
9        WEST    1 1886
10 What is YC    1  229

U6. What is the breakdown of marriage, education, insurance type, income, and age, and WIC receipt status??

t6 <- prams.transformed %>% count(MARRIED)
t7 <- prams.transformed %>% count(MAT_ED)
t8 <- prams.transformed %>% count(Insurance)
t9 <- prams.transformed %>% count(income.label)
t10 <- prams.transformed %>% count(age.label)
t11 <- prams.transformed %>% count(MAT_WIC)
t6

  MARRIED    n
1 MARRIED 2597
2   OTHER 9010
3 UNKNOWN   29

t7

                             MAT_ED    n
1             9-12 GRADE,NO DIPLOMA 2131
2                      <= 8TH GRADE  361
3  BACHELORS/MASTERS/DOCTORATE/PROF 1215
4              HIGH SCHOOL GRAD/GED 4004
5 SOME COLLEGE,NO DEG/ASSOCIATE DEG 3821
6                           UNKNOWN  104

t8

          Insurance    n
1              CHIP  119
2          Employer 1498
3              GOV1  143
4              GOV2    2
5    HealthExchange  347
6               IHS  474
7          Medicaid 6768
8  Military_TRICARE  183
9             Other  475
10           Parent  605
11        Uninsured 1022

t9

   income.label    n
1      DK/BLANK  989
2   HIGH INCOME  888
3    LOW INCOME 8516
4 MIDDLE INCOME 1243

t10

    age.label    n
1       Adult 4972
2 Older Adult  988
3 Young Adult 5108
4        <NA>  568

t11

  MAT_WIC    n
1      NO 4536
2 UNKNOWN  182
3     YES 6918

insurance.recoded <- prams.transformed <- prams.transformed %>% mutate(insurancetype = 
        recode(Insurance,
              "Medicaid" = "Public Insurance Coverage",
             "IHS" = "Public Insurance Coverage",
            "Employer" = "Private Insurance Coverage",
           "Parent" = "Other Insurance Coverage",
          "Military_TRICARE" = "Public Insurance Coverage",
         "Uninsured" = "Uninsured",
        "Other" = "Other Insurance Coverage",
       "HealthExchange" = "Private Insurance Coverage",
      "CHIP" = "Public Insurance Coverage",
     "GOV1" = "Public Insurance Coverage",
    "GOV2" = "Public Insurance Coverage")) 

t12 <- insurance.recoded %>% count(insurancetype)
t12

               insurancetype    n
1   Other Insurance Coverage 1080
2 Private Insurance Coverage 1845
3  Public Insurance Coverage 7689
4                  Uninsured 1022

U7. How many respondents reported a history of substance use within 2 years or 3 months before their pregnancy?

t13 <- prams.transformed %>% count(DRK_2YRS2, sort = T)
t14 <- prams.transformed %>% count(DRK8_3B2, sort = T)
t15 <- prams.transformed %>% count(SMK2YRS2, sort = T)
t16 <- prams.transformed %>% count(SMK63B_A2, sort = T)
t13

                          DRK_2YRS2    n
1         Drank in the last 2 years 8047
2 Did not drink in the last 2 years 3499
3                          DK/BLANK   90

t14

            DRK8_3B2    n
1               SKIP 3499
2 Occasional Drinker 2752
3      Light Drinker 2007
4        Non-Drinker 1353
5   Moderate Drinker 1058
6      Heavy Drinker  834
7           DK/BLANK  133

t15

                           SMK2YRS2    n
1 Did not smoke in the last 2 years 5926
2        Smoked in the last 2 years 5663
3                          DK/BLANK   47

t16

                             SMK63B_A2    n
1 Did not smoke 3 months pre-pregnancy 6340
2        Smoked 3 months pre-pregnancy 5171
3                             DK/BLANK  125

U8. How many respondents reported symptoms of pre-pregnancy depression or symptoms of depression during pregnancy?

t19 <- prams.transformed %>% count(PRE_MHDP2)
t20 <- prams.transformed %>% count(BPG_DEPRS82)
t19

                                     PRE_MHDP2    n
1                                     DK/BLANK  139
2 History of pre-pregnancy depression symptoms 5331
3         No depression symptoms pre-pregnancy 1854
4                                         SKIP 4312

t20

                                BPG_DEPRS82    n
1                                  DK/BLANK  116
2    History of Depression During Pregnancy 5138
3 No History of Depression During Pregnancy 6382

U9. How many respondents reported an experience of IPV?

t21 <- prams.transformed %>% count(IPV.History, sort = T)
t21

          IPV.History    n
1         IPV_Husband 5035
2       IPV_Exhusband 3714
3 IPV_NonFamilyMember 2067
4    IPV_FamilyMember  820

U10. What were respondents pregnancy intentions at the time they received the survey?

t22 <- prams.transformed %>% count(PGINTENT2, sort = T)
t22

                    PGINTENT2    n
1       Wanted to be pregnant 6281
2          Unsure at the time 3273
3 Did not want to be pregnant 1829
4                       BLANK  253

Bivariate Analyses - Chi-Square Test of Association and Cramer’s V Strength of Association

B1. What is the relationship and strength of association between postpartum depression and race?

chisq.test(table(prams.transformed$Race, prams.transformed$MH_PPDPR2.numeric))

    Pearson's Chi-squared test

data:  table(prams.transformed$Race, prams.transformed$MH_PPDPR2.numeric)
X-squared = 29.617, df = 6, p-value = 4.648e-05

cramersV(table(prams.transformed$Race, prams.transformed$MH_PPDPR2.numeric))

[1] 0.05045082

chi1 <- table(prams.transformed$Race, prams.transformed$MH_PPDPR2.numeric)
dim(chi1)

[1] 7 2

B2. What is the relationship and strength of association between postpartum depression and marital status?

chisq.test(table(prams.transformed$MARRIED, prams.transformed$MH_PPDPR2.numeric))

    Pearson's Chi-squared test

data:  table(prams.transformed$MARRIED, prams.transformed$MH_PPDPR2.numeric)
X-squared = 41.512, df = 2, p-value = 9.68e-10

cramersV(table(prams.transformed$MARRIED, prams.transformed$MH_PPDPR2.numeric))

[1] 0.05972863

chi2 <- table(prams.transformed$MARRIED, prams.transformed$MH_PPDPR2.numeric)
dim(chi2)

[1] 3 2

B3. What is the relationship and the strength of association between postpartum depression and age?

chisq.test(table(prams.transformed$age.label, prams.transformed$MH_PPDPR2.numeric))

    Pearson's Chi-squared test

data:  table(prams.transformed$age.label, prams.transformed$MH_PPDPR2.numeric)
X-squared = 30.569, df = 2, p-value = 2.302e-07

cramersV(table(prams.transformed$age.label, prams.transformed$MH_PPDPR2.numeric))

[1] 0.05255385

chi3 <- table(prams.transformed$age.label, prams.transformed$MH_PPDPR2.numeric)
dim(chi3)

[1] 3 2

B4. What is the relationship and the strength of association between postpartum depression and WIC beneficiary status?

chisq.test(table(prams.transformed$MAT_WIC, prams.transformed$MH_PPDPR2.numeric))

    Pearson's Chi-squared test

data:  table(prams.transformed$MAT_WIC, prams.transformed$MH_PPDPR2.numeric)
X-squared = 1.2689, df = 2, p-value = 0.5302

cramersV(table(prams.transformed$MAT_WIC, prams.transformed$MH_PPDPR2.numeric))

[1] 0.01044288

chi4 <- table(prams.transformed$MAT_WIC, prams.transformed$MH_PPDPR2.numeric)
dim(chi4)

[1] 3 2

B4. What is the relationship and the strength of association between postpartum depression and income level?

chisq.test(table(prams.transformed$income.label, prams.transformed$MH_PPDPR2.numeric))

    Pearson's Chi-squared test

data:  table(prams.transformed$income.label, prams.transformed$MH_PPDPR2.numeric)
X-squared = 72.077, df = 3, p-value = 1.533e-15

cramersV(table(prams.transformed$income.label, prams.transformed$MH_PPDPR2.numeric))

[1] 0.07870382

chi5 <- table(prams.transformed$income.label, prams.transformed$MH_PPDPR2.numeric)
dim(chi5)

[1] 4 2

B5. What is the relationship and the strength of association between postpartum depression and educational attainment?

chisq.test(table(prams.transformed$MAT_ED, prams.transformed$MH_PPDPR2.numeric))

    Pearson's Chi-squared test

data:  table(prams.transformed$MAT_ED, prams.transformed$MH_PPDPR2.numeric)
X-squared = 49.968, df = 5, p-value = 1.407e-09

cramersV(table(prams.transformed$MAT_ED, prams.transformed$MH_PPDPR2.numeric))

[1] 0.06553064

chi6 <- table(prams.transformed$MAT_ED, prams.transformed$MH_PPDPR2.numeric)
dim(chi6)

[1] 6 2

B5. What is the relationship and the strength of association between postpartum depression and insurance coverage type?

chisq.test(table(prams.transformed$Insurance, prams.transformed$MH_PPDPR2.numeric))

Warning in chisq.test(table(prams.transformed$Insurance,
prams.transformed$MH_PPDPR2.numeric)): Chi-squared approximation may be
incorrect

    Pearson's Chi-squared test

data:  table(prams.transformed$Insurance, prams.transformed$MH_PPDPR2.numeric)
X-squared = 54.266, df = 10, p-value = 4.329e-08

cramersV(table(prams.transformed$Insurance, prams.transformed$MH_PPDPR2.numeric))

Warning in stats::chisq.test(...): Chi-squared approximation may be incorrect

[1] 0.06829086

#violates chi-square, use fisher's exact 

chi <- table(prams.transformed$Insurance, prams.transformed$MH_PPDPR2.numeric)
chisq.test(chi)$expected #GOV2 variable expected frequency below 5 confirms fisher's exact test

Warning in chisq.test(chi): Chi-squared approximation may be incorrect

                  
                              0           1
  CHIP               47.8311275   71.168872
  Employer          602.1094878  895.890512
  GOV1               57.4777415   85.522259
  GOV2                0.8038845    1.196116
  HealthExchange    139.4739601  207.526040
  IHS               190.5206256  283.479374
  Medicaid         2720.3451358 4047.654864
  Military_TRICARE   73.5554314  109.444569
  Other             190.9225679  284.077432
  Parent            243.1750602  361.824940
  Uninsured         410.7849777  611.215022

fish.test <- fisher.test(chi, simulate.p.value = T) #not a 2x2 so take results as is 
fish.test$p.value

[1] 0.0004997501

chi7 <- table(prams.transformed$Insurance, prams.transformed$MH_PPDPR2.numeric)
dim(chi7)

[1] 11  2

B6. What is the relationship and the strength of the association between postpartum depression and smoking history?

chisq.test(table(prams.transformed$SMK2YRS2, prams.transformed$MH_PPDPR2.numeric))

    Pearson's Chi-squared test

data:  table(prams.transformed$SMK2YRS2, prams.transformed$MH_PPDPR2.numeric)
X-squared = 198.54, df = 2, p-value < 2.2e-16

cramersV(table(prams.transformed$SMK2YRS2, prams.transformed$MH_PPDPR2.numeric))

[1] 0.1306248

chisq.test(table(prams.transformed$SMK63B_A2, prams.transformed$MH_PPDPR2.numeric))

    Pearson's Chi-squared test

data:  table(prams.transformed$SMK63B_A2, prams.transformed$MH_PPDPR2.numeric)
X-squared = 188.42, df = 2, p-value < 2.2e-16

cramersV(table(prams.transformed$SMK63B_A2, prams.transformed$MH_PPDPR2.numeric))

[1] 0.127251

chi8 <- table(prams.transformed$SMK2YRS2, prams.transformed$MH_PPDPR2.numeric)
dim(chi8)

[1] 3 2

chi9 <- table(prams.transformed$SMK2YRS2, prams.transformed$SMK63B_A2)
dim(chi9)

[1] 3 3

B7. What is the relationship and and the strength of the association between postpartum depression and drinking history?

chisq.test(table(prams.transformed$DRK_2YRS2, prams.transformed$MH_PPDPR2.numeric))

    Pearson's Chi-squared test

data:  table(prams.transformed$DRK_2YRS2, prams.transformed$MH_PPDPR2.numeric)
X-squared = 44.223, df = 2, p-value = 2.495e-10

cramersV(table(prams.transformed$DRK_2YRS2, prams.transformed$MH_PPDPR2.numeric))

[1] 0.06164835

chisq.test(table(prams.transformed$DRK8_3B2, prams.transformed$MH_PPDPR2.numeric))

    Pearson's Chi-squared test

data:  table(prams.transformed$DRK8_3B2, prams.transformed$MH_PPDPR2.numeric)
X-squared = 80.776, df = 6, p-value = 2.47e-15

cramersV(table(prams.transformed$DRK8_3B2, prams.transformed$MH_PPDPR2.numeric))

[1] 0.08331796

chi10 <- table(prams.transformed$DRK_2YRS2, prams.transformed$MH_PPDPR2.numeric)
dim(chi10)

[1] 3 2

chi11 <- table(prams.transformed$DRK8_3B2, prams.transformed$MH_PPDPR2.numeric)
dim(chi11)

[1] 7 2

B8. What is the relationship and the strength of the association between postpartum depression and history of interpersonal violence?

chisq.test(table(prams.transformed$IPV.History, prams.transformed$MH_PPDPR2.numeric))

    Pearson's Chi-squared test

data:  table(prams.transformed$IPV.History, prams.transformed$MH_PPDPR2.numeric)
X-squared = 20.45, df = 3, p-value = 0.0001369

cramersV(table(prams.transformed$IPV.History, prams.transformed$MH_PPDPR2.numeric))

[1] 0.04192259

chi12 <- table(prams.transformed$IPV.History, prams.transformed$MH_PPDPR2.numeric)
dim(chi12)

[1] 4 2

B9. What is the relationship and the strength of the association between postpartum depression and pregnancy intentions?

chisq.test(table(prams.transformed$PGINTENT2, prams.transformed$MH_PPDPR2.numeric))

    Pearson's Chi-squared test

data:  table(prams.transformed$PGINTENT2, prams.transformed$MH_PPDPR2.numeric)
X-squared = 76.213, df = 3, p-value < 2.2e-16

cramersV(table(prams.transformed$DRK_2YRS2, prams.transformed$MH_PPDPR2.numeric))

[1] 0.06164835

chi13 <- table(prams.transformed$PGINTENT2, prams.transformed$MH_PPDPR2.numeric)
dim(chi13)

[1] 4 2

B11. What is the relationship and the strength of the association between postpartum depression and history of depression before pregnancy?

chisq.test(table(prams.transformed$PRE_MHDP2, prams.transformed$MH_PPDPR2.numeric))

    Pearson's Chi-squared test

data:  table(prams.transformed$PRE_MHDP2, prams.transformed$MH_PPDPR2.numeric)
X-squared = 72.341, df = 3, p-value = 1.345e-15

cramersV(table(prams.transformed$PRE_MHDP2, prams.transformed$MH_PPDPR2.numeric))

[1] 0.07884821

chi14 <- table(prams.transformed$PRE_MHDP2, prams.transformed$MH_PPDPR2.numeric)
dim(chi14)

[1] 4 2

B12. What is the relationship and the strength of the association between postpartum depression and history of depression symptoms?

chisq.test(table(prams.transformed$MH_PPINT2, prams.transformed$MH_PPDPR2.numeric))

    Pearson's Chi-squared test

data:  table(prams.transformed$MH_PPINT2, prams.transformed$MH_PPDPR2.numeric)
X-squared = 2816.5, df = 2, p-value < 2.2e-16

cramersV(table(prams.transformed$MH_PPINT2, prams.transformed$MH_PPDPR2.numeric))

[1] 0.4919897

chi15 <- table(prams.transformed$MH_PPINT2, prams.transformed$MH_PPDPR2.numeric)
dim(chi15)

[1] 3 2

B13. What is the relationship and the strength of the association between postpartum depression and history of depression during pregnancy?

chisq.test(table(prams.transformed$BPG_DEPRS82, prams.transformed$MH_PPDPR2.numeric))

    Pearson's Chi-squared test

data:  table(prams.transformed$BPG_DEPRS82, prams.transformed$MH_PPDPR2.numeric)
X-squared = 1262.9, df = 2, p-value < 2.2e-16

cramersV(table(prams.transformed$BPG_DEPRS82, prams.transformed$MH_PPDPR2.numeric))

[1] 0.3294486

chi16 <- table(prams.transformed$BPG_DEPRS82, prams.transformed$MH_PPDPR2.numeric)
dim(chi16)

[1] 3 2

Multivariate Analyses - Logistic Regression and Interaction Models

M1 What is the effect of race/ethnicity on postpartum depression using Indigenous mothers as the reference group?

prams.transformed$Race <- as.factor(prams.transformed$Race)

prams.transformed$Race <- relevel(prams.transformed$Race, ref = "MRACE_WHT")

race.model.results <- glm(MH_PPDPR2.numeric ~ Race,
                          data = prams.transformed,
                          weights = WTANAL,
                          family = "binomial")

Warning in eval(family$initialize): non-integer #successes in a binomial glm!

race.model.report <- exp(cbind(OR = coef(race.model.results), 
                               confint.default(race.model.results)))

summary(race.model.results)

Call:
glm(formula = MH_PPDPR2.numeric ~ Race, family = "binomial", 
    data = prams.transformed, weights = WTANAL)

Coefficients:
                    Estimate Std. Error z value Pr(>|z|)    
(Intercept)         0.416808   0.004247  98.134  < 2e-16 ***
RaceHISP_BC        -0.311926   0.009342 -33.388  < 2e-16 ***
RaceMRACE_AMI       0.131610   0.017371   7.576 3.55e-14 ***
RaceMRACE_ASIAN_PU  0.119183   0.022749   5.239 1.61e-07 ***
RaceMRACE_BLK      -0.053970   0.007756  -6.959 3.44e-12 ***
RaceMRACE_MULTO_PU -0.140384   0.011657 -12.043  < 2e-16 ***
RaceMRACE_NHOPI_PU -0.127200   0.046750  -2.721  0.00651 ** 
---
Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1

(Dispersion parameter for binomial family taken to be 1)

    Null deviance: 606625  on 11635  degrees of freedom
Residual deviance: 605261  on 11629  degrees of freedom
AIC: 605386

Number of Fisher Scoring iterations: 5

race.model.report

                          OR     2.5 %    97.5 %
(Intercept)        1.5171112 1.5045342 1.5297932
RaceHISP_BC        0.7320357 0.7187535 0.7455634
RaceMRACE_AMI      1.1406635 1.1024813 1.1801681
RaceMRACE_ASIAN_PU 1.1265766 1.0774485 1.1779447
RaceMRACE_BLK      0.9474609 0.9331672 0.9619735
RaceMRACE_MULTO_PU 0.8690244 0.8493944 0.8891080
RaceMRACE_NHOPI_PU 0.8805576 0.8034599 0.9650533

M1.2 What is the effect of race/ethnicity on postpartum depression using Indigenous mothers as the reference group?

prams.transformed$Race <- as.factor(prams.transformed$Race)

prams.transformed$Race <- relevel(prams.transformed$Race, ref = "MRACE_AMI")

race.model.results <- glm(MH_PPDPR2.numeric ~ Race,
                          data = prams.transformed,
                          weights = WTANAL,
                          family = "binomial")

Warning in eval(family$initialize): non-integer #successes in a binomial glm!

race.model.report <- exp(cbind(OR = coef(race.model.results), 
                               confint.default(race.model.results)))

summary(race.model.results)

Call:
glm(formula = MH_PPDPR2.numeric ~ Race, family = "binomial", 
    data = prams.transformed, weights = WTANAL)

Coefficients:
                   Estimate Std. Error z value Pr(>|z|)    
(Intercept)         0.54842    0.01684  32.559  < 2e-16 ***
RaceMRACE_WHT      -0.13161    0.01737  -7.576 3.55e-14 ***
RaceHISP_BC        -0.44354    0.01879 -23.608  < 2e-16 ***
RaceMRACE_ASIAN_PU -0.01243    0.02799  -0.444    0.657    
RaceMRACE_BLK      -0.18558    0.01805 -10.281  < 2e-16 ***
RaceMRACE_MULTO_PU -0.27199    0.02004 -13.573  < 2e-16 ***
RaceMRACE_NHOPI_PU -0.25881    0.04951  -5.227 1.72e-07 ***
---
Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1

(Dispersion parameter for binomial family taken to be 1)

    Null deviance: 606625  on 11635  degrees of freedom
Residual deviance: 605261  on 11629  degrees of freedom
AIC: 605386

Number of Fisher Scoring iterations: 5

race.model.report

                          OR     2.5 %    97.5 %
(Intercept)        1.7305134 1.6743160 1.7885969
RaceMRACE_WHT      0.8766827 0.8473369 0.9070449
RaceHISP_BC        0.6417631 0.6185618 0.6658346
RaceMRACE_ASIAN_PU 0.9876502 0.9349354 1.0433372
RaceMRACE_BLK      0.8306226 0.8017499 0.8605350
RaceMRACE_MULTO_PU 0.7618587 0.7325160 0.7923767
RaceMRACE_NHOPI_PU 0.7719696 0.7005793 0.8506346

M2. What is the effect of educational attainment on postpartum depression?

prams.transformed$MAT_ED <- as.factor(prams.transformed$MAT_ED)


prams.transformed$MAT_ED <- relevel(prams.transformed$MAT_ED, ref = "BACHELORS/MASTERS/DOCTORATE/PROF")
education.model.results <- glm(MH_PPDPR2.numeric ~ MAT_ED,
                               data = prams.transformed,
                               weights = WTANAL,
                               family = "binomial")

Warning in eval(family$initialize): non-integer #successes in a binomial glm!

education.model.report <- exp(cbind(OR = coef(education.model.results),
                                   confint.default(education.model.results)))

summary(education.model.results)

Call:
glm(formula = MH_PPDPR2.numeric ~ MAT_ED, family = "binomial", 
    data = prams.transformed, weights = WTANAL)

Coefficients:
                                         Estimate Std. Error z value Pr(>|z|)
(Intercept)                             -0.071562   0.008611  -8.311  < 2e-16
MAT_ED<= 8TH GRADE                       0.055702   0.020136   2.766  0.00567
MAT_ED9-12 GRADE,NO DIPLOMA              0.626240   0.011501  54.449  < 2e-16
MAT_EDHIGH SCHOOL GRAD/GED               0.498918   0.009987  49.959  < 2e-16
MAT_EDSOME COLLEGE,NO DEG/ASSOCIATE DEG  0.434079   0.010199  42.561  < 2e-16
MAT_EDUNKNOWN                            0.928546   0.030490  30.454  < 2e-16
                                           
(Intercept)                             ***
MAT_ED<= 8TH GRADE                      ** 
MAT_ED9-12 GRADE,NO DIPLOMA             ***
MAT_EDHIGH SCHOOL GRAD/GED              ***
MAT_EDSOME COLLEGE,NO DEG/ASSOCIATE DEG ***
MAT_EDUNKNOWN                           ***
---
Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1

(Dispersion parameter for binomial family taken to be 1)

    Null deviance: 606625  on 11635  degrees of freedom
Residual deviance: 602548  on 11630  degrees of freedom
AIC: 602665

Number of Fisher Scoring iterations: 5

education.model.report

                                               OR     2.5 %    97.5 %
(Intercept)                             0.9309389 0.9153594 0.9467836
MAT_ED<= 8TH GRADE                      1.0572821 1.0163691 1.0998420
MAT_ED9-12 GRADE,NO DIPLOMA             1.8705636 1.8288689 1.9132090
MAT_EDHIGH SCHOOL GRAD/GED              1.6469389 1.6150161 1.6794928
MAT_EDSOME COLLEGE,NO DEG/ASSOCIATE DEG 1.5435402 1.5129914 1.5747058
MAT_EDUNKNOWN                           2.5308263 2.3840150 2.6866785

M3. What is the effect of income level on postpartum depression?

prams.transformed$income.label <- as.factor(prams.transformed$income.label)

prams.transformed$income.label <- relevel(prams.transformed$income.label , ref = "LOW INCOME")

prams.transformed <- prams.transformed %>% filter(income.label != "DK/BLANK")

income.model.results <- glm(MH_PPDPR2.numeric ~ income.label,
                            data = prams.transformed,
                            weights = WTANAL,
                            family = "binomial")

Warning in eval(family$initialize): non-integer #successes in a binomial glm!

summary(income.model.results)

Call:
glm(formula = MH_PPDPR2.numeric ~ income.label, family = "binomial", 
    data = prams.transformed, weights = WTANAL)

Coefficients:
                           Estimate Std. Error z value Pr(>|z|)    
(Intercept)                0.560639   0.003695  151.72   <2e-16 ***
income.labelHIGH INCOME   -1.004367   0.010789  -93.10   <2e-16 ***
income.labelMIDDLE INCOME -0.465510   0.009665  -48.17   <2e-16 ***
---
Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1

(Dispersion parameter for binomial family taken to be 1)

    Null deviance: 549451  on 10646  degrees of freedom
Residual deviance: 539223  on 10644  degrees of freedom
AIC: 539338

Number of Fisher Scoring iterations: 5

income.model.report <- exp(cbind(OR = coef(income.model.results),
                                 confint.default(income.model.results)))
income.model.report

                                 OR     2.5 %    97.5 %
(Intercept)               1.7517923 1.7391509 1.7645255
income.labelHIGH INCOME   0.3662766 0.3586129 0.3741040
income.labelMIDDLE INCOME 0.6278146 0.6160343 0.6398201

M4. What is the effect of marriage status on postpartum depression?

prams.transformed$MARRIED <- as.factor(prams.transformed$MARRIED)

prams.transformed$MARRIED <- relevel(prams.transformed$MARRIED, ref = "MARRIED")

marriage.model.results <- glm(MH_PPDPR2.numeric ~ MARRIED,
                              data = prams.transformed,
                              weights = WTANAL,
                              family = "binomial")

Warning in eval(family$initialize): non-integer #successes in a binomial glm!

marriage.model.results

Call:  glm(formula = MH_PPDPR2.numeric ~ MARRIED, family = "binomial", 
    data = prams.transformed, weights = WTANAL)

Coefficients:
   (Intercept)    MARRIEDOTHER  MARRIEDUNKNOWN  
        0.1100          0.3816          0.3715  

Degrees of Freedom: 10646 Total (i.e. Null);  10644 Residual
Null Deviance:      549500 
Residual Deviance: 546800   AIC: 546900

marriage.model.report <- exp(cbind(OR = coef(marriage.model.results),
                                   confint.default(marriage.model.results)))

summary(marriage.model.results)

Call:
glm(formula = MH_PPDPR2.numeric ~ MARRIED, family = "binomial", 
    data = prams.transformed, weights = WTANAL)

Coefficients:
               Estimate Std. Error z value Pr(>|z|)    
(Intercept)    0.110017   0.006388  17.221  < 2e-16 ***
MARRIEDOTHER   0.381567   0.007389  51.642  < 2e-16 ***
MARRIEDUNKNOWN 0.371537   0.057671   6.442 1.18e-10 ***
---
Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1

(Dispersion parameter for binomial family taken to be 1)

    Null deviance: 549451  on 10646  degrees of freedom
Residual deviance: 546795  on 10644  degrees of freedom
AIC: 546912

Number of Fisher Scoring iterations: 5

marriage.model.report

                     OR    2.5 %   97.5 %
(Intercept)    1.116297 1.102407 1.130362
MARRIEDOTHER   1.464578 1.443522 1.485942
MARRIEDUNKNOWN 1.449961 1.294991 1.623476

M5. What is the effect of age grouping on postpartum depression?

prams.transformed$age.label <- as.factor(prams.transformed$age.label)

prams.transformed$age.label <- relevel(prams.transformed$age.label, ref = "Older Adult")

age.model.results <- glm(MH_PPDPR2.numeric ~ age.label,
                         data = prams.transformed,
                         weights = WTANAL,
                         family = "binomial")

Warning in eval(family$initialize): non-integer #successes in a binomial glm!

summary(age.model.results)

Call:
glm(formula = MH_PPDPR2.numeric ~ age.label, family = "binomial", 
    data = prams.transformed, weights = WTANAL)

Coefficients:
                     Estimate Std. Error z value Pr(>|z|)    
(Intercept)           0.10252    0.01117   9.179   <2e-16 ***
age.labelAdult        0.18506    0.01215  15.233   <2e-16 ***
age.labelYoung Adult  0.46093    0.01217  37.872   <2e-16 ***
---
Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1

(Dispersion parameter for binomial family taken to be 1)

    Null deviance: 533701  on 10165  degrees of freedom
Residual deviance: 531288  on 10163  degrees of freedom
  (481 observations deleted due to missingness)
AIC: 531402

Number of Fisher Scoring iterations: 5

age.model.report <- exp(cbind(OR = coef(age.model.results),
                              confint.default(age.model.results)))

summary(age.model.results)

Call:
glm(formula = MH_PPDPR2.numeric ~ age.label, family = "binomial", 
    data = prams.transformed, weights = WTANAL)

Coefficients:
                     Estimate Std. Error z value Pr(>|z|)    
(Intercept)           0.10252    0.01117   9.179   <2e-16 ***
age.labelAdult        0.18506    0.01215  15.233   <2e-16 ***
age.labelYoung Adult  0.46093    0.01217  37.872   <2e-16 ***
---
Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1

(Dispersion parameter for binomial family taken to be 1)

    Null deviance: 533701  on 10165  degrees of freedom
Residual deviance: 531288  on 10163  degrees of freedom
  (481 observations deleted due to missingness)
AIC: 531402

Number of Fisher Scoring iterations: 5

age.model.report

                           OR    2.5 %   97.5 %
(Intercept)          1.107957 1.083966 1.132479
age.labelAdult       1.203287 1.174975 1.232281
age.labelYoung Adult 1.585550 1.548175 1.623826

M6. What is the effect of WIC beneficiary status on postpartum depression?

prams.transformed$MAT_WIC <- as.factor(prams.transformed$MAT_WIC)

prams.transformed$MAT_WIC <- relevel(prams.transformed$MAT_WIC, ref = "NO")

WIC.model.results <- glm(MH_PPDPR2.numeric ~ MAT_WIC,
                         data = prams.transformed,
                         weights = WTANAL,
                         family = "binomial")

Warning in eval(family$initialize): non-integer #successes in a binomial glm!

WIC.model.report <- exp(cbind(OR = coef(WIC.model.results),
                              confint.default(WIC.model.results)))

summary(WIC.model.results)

Call:
glm(formula = MH_PPDPR2.numeric ~ MAT_WIC, family = "binomial", 
    data = prams.transformed, weights = WTANAL)

Coefficients:
               Estimate Std. Error z value Pr(>|z|)    
(Intercept)    0.335229   0.004890   68.56   <2e-16 ***
MAT_WICUNKNOWN 0.421306   0.028308   14.88   <2e-16 ***
MAT_WICYES     0.100186   0.006493   15.43   <2e-16 ***
---
Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1

(Dispersion parameter for binomial family taken to be 1)

    Null deviance: 549451  on 10646  degrees of freedom
Residual deviance: 549038  on 10644  degrees of freedom
AIC: 549152

Number of Fisher Scoring iterations: 5

WIC.model.report

                     OR    2.5 %   97.5 %
(Intercept)    1.398260 1.384924 1.411725
MAT_WICUNKNOWN 1.523950 1.441700 1.610893
MAT_WICYES     1.105376 1.091399 1.119533

M7. What is the effect of insurance status on postpartum depression?

prams.transformed$Insurance <- as.factor(prams.transformed$Insurance) 

prams.transformed$Insurance <- relevel(prams.transformed$Insurance, ref = "Employer")

insurance.model.results <- glm(MH_PPDPR2.numeric ~ Insurance,
                               data = prams.transformed,
                               weights = WTANAL,
                               family = "binomial")

Warning in eval(family$initialize): non-integer #successes in a binomial glm!

insurance.model.results

Call:  glm(formula = MH_PPDPR2.numeric ~ Insurance, family = "binomial", 
    data = prams.transformed, weights = WTANAL)

Coefficients:
              (Intercept)              InsuranceCHIP  
                 -0.01353                    0.17567  
            InsuranceGOV1              InsuranceGOV2  
                  0.51031                  -10.94871  
  InsuranceHealthExchange               InsuranceIHS  
                  0.20470                    0.60530  
        InsuranceMedicaid  InsuranceMilitary_TRICARE  
                  0.53903                    0.39821  
           InsuranceOther            InsuranceParent  
                  0.42491                    0.48409  
       InsuranceUninsured  
                  0.40564  

Degrees of Freedom: 10646 Total (i.e. Null);  10636 Residual
Null Deviance:      549500 
Residual Deviance: 545500   AIC: 545600

insurance.model.report <- exp(cbind(OR = coef(insurance.model.results),
                              confint.default(insurance.model.results)))


summary(insurance.model.results)

Call:
glm(formula = MH_PPDPR2.numeric ~ Insurance, family = "binomial", 
    data = prams.transformed, weights = WTANAL)

Coefficients:
                            Estimate Std. Error z value Pr(>|z|)    
(Intercept)                -0.013529   0.007827  -1.729   0.0839 .  
InsuranceCHIP               0.175671   0.031627   5.554 2.79e-08 ***
InsuranceGOV1               0.510313   0.027670  18.443  < 2e-16 ***
InsuranceGOV2             -10.948707  18.641706  -0.587   0.5570    
InsuranceHealthExchange     0.204703   0.019478  10.509  < 2e-16 ***
InsuranceIHS                0.605296   0.040146  15.077  < 2e-16 ***
InsuranceMedicaid           0.539029   0.008965  60.129  < 2e-16 ***
InsuranceMilitary_TRICARE   0.398209   0.025493  15.620  < 2e-16 ***
InsuranceOther              0.424913   0.015993  26.569  < 2e-16 ***
InsuranceParent             0.484090   0.014912  32.464  < 2e-16 ***
InsuranceUninsured          0.405642   0.013106  30.951  < 2e-16 ***
---
Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1

(Dispersion parameter for binomial family taken to be 1)

    Null deviance: 549451  on 10646  degrees of freedom
Residual deviance: 545467  on 10636  degrees of freedom
AIC: 545603

Number of Fisher Scoring iterations: 7

insurance.model.report

                                    OR        2.5 %       97.5 %
(Intercept)               9.865618e-01 9.715426e-01 1.001813e+00
InsuranceCHIP             1.192045e+00 1.120396e+00 1.268277e+00
InsuranceGOV1             1.665812e+00 1.577876e+00 1.758649e+00
InsuranceGOV2             1.758073e-05 2.383352e-21 1.296837e+11
InsuranceHealthExchange   1.227161e+00 1.181195e+00 1.274915e+00
InsuranceIHS              1.831795e+00 1.693185e+00 1.981751e+00
InsuranceMedicaid         1.714342e+00 1.684484e+00 1.744730e+00
InsuranceMilitary_TRICARE 1.489156e+00 1.416577e+00 1.565453e+00
InsuranceOther            1.529457e+00 1.482260e+00 1.578157e+00
InsuranceParent           1.622698e+00 1.575959e+00 1.670824e+00
InsuranceUninsured        1.500266e+00 1.462219e+00 1.539303e+00

M8. What is the effect of insurance status on postpartum depression using uninsured status as the reference group?

insurance.mapping <- list(
  "Employer" = "Private Insurance",
  "HealthExchange" = "Private Insurance",
  "Medicaid" = "Public Insurance",
  "GOV1" = "Public Insurance",
  "GOV2" = "Public Insurance",
  "CHIP" = "Public Insurance",
  "Military_TRICARE" = "Public Insurance",
  "Other" = "Other",
  "Parent" = "Private Insurance",
  "IHS" = "Public Insurance",
  "Uninsured" = "Uninsured")

prams.transformed.insurance_recoded <- prams.transformed %>%
  mutate(Insurance_Category = recode(Insurance,
                                     !!!insurance.mapping))


prams.transformed.insurance_recoded$Insurance_Category <- as.factor(prams.transformed.insurance_recoded$Insurance_Category) 

prams.transformed.insurance_recoded$Insurance_Category <- relevel(prams.transformed.insurance_recoded$Insurance_Category, ref = "Uninsured")

insurance.recoded_model.results <- glm(MH_PPDPR2.numeric ~ Insurance_Category,
                               data = prams.transformed.insurance_recoded,
                               weights = WTANAL,
                               family = "binomial")

Warning in eval(family$initialize): non-integer #successes in a binomial glm!

insurance.recoded_model.results

Call:  glm(formula = MH_PPDPR2.numeric ~ Insurance_Category, family = "binomial", 
    data = prams.transformed.insurance_recoded, weights = WTANAL)

Coefficients:
                        (Intercept)  Insurance_CategoryPrivate Insurance  
                            0.39211                             -0.26090  
 Insurance_CategoryPublic Insurance              Insurance_CategoryOther  
                            0.12204                              0.01927  

Degrees of Freedom: 10646 Total (i.e. Null);  10643 Residual
Null Deviance:      549500 
Residual Deviance: 546800   AIC: 547000

insurance.recoded_model.report <- exp(cbind(OR = coef(insurance.recoded_model.results),
                              confint.default(insurance.recoded_model.results)))


summary(insurance.recoded_model.results)

Call:
glm(formula = MH_PPDPR2.numeric ~ Insurance_Category, family = "binomial", 
    data = prams.transformed.insurance_recoded, weights = WTANAL)

Coefficients:
                                    Estimate Std. Error z value Pr(>|z|)    
(Intercept)                          0.39211    0.01051  37.301   <2e-16 ***
Insurance_CategoryPrivate Insurance -0.26090    0.01221 -21.370   <2e-16 ***
Insurance_CategoryPublic Insurance   0.12204    0.01131  10.788   <2e-16 ***
Insurance_CategoryOther              0.01927    0.01746   1.103     0.27    
---
Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1

(Dispersion parameter for binomial family taken to be 1)

    Null deviance: 549451  on 10646  degrees of freedom
Residual deviance: 546840  on 10643  degrees of freedom
AIC: 546963

Number of Fisher Scoring iterations: 5

insurance.recoded_model.report

                                           OR     2.5 %    97.5 %
(Intercept)                         1.4801052 1.4499219 1.5109168
Insurance_CategoryPrivate Insurance 0.7703615 0.7521466 0.7890176
Insurance_CategoryPublic Insurance  1.1297964 1.1050220 1.1551262
Insurance_CategoryOther             1.0194573 0.9851520 1.0549572

M9. What is the effect of pregnancy intention on postpartum depression?

prams.transformed$PGINTENT2 <- as.factor(prams.transformed$PGINTENT2)
prams.transformed.pgintent <- prams.transformed %>% filter(PGINTENT2 != "BLANK")

prams.transformed.pgintent$PGINTENT2 <- as.factor(prams.transformed.pgintent$PGINTENT2) 

prams.transformed.pgintent$PGINTENT2 <- relevel(prams.transformed.pgintent$PGINTENT2, ref = "Wanted to be pregnant")

prams.transformed.pgintent.results <- glm(MH_PPDPR2.numeric ~ PGINTENT2,
                               data = prams.transformed.pgintent,
                               weights = WTANAL,
                               family = "binomial")

Warning in eval(family$initialize): non-integer #successes in a binomial glm!

prams.transformed.pgintent.results

Call:  glm(formula = MH_PPDPR2.numeric ~ PGINTENT2, family = "binomial", 
    data = prams.transformed.pgintent, weights = WTANAL)

Coefficients:
                         (Intercept)  PGINTENT2Did not want to be pregnant  
                              0.3117                                0.4016  
         PGINTENT2Unsure at the time  
                              0.1409  

Degrees of Freedom: 10432 Total (i.e. Null);  10430 Residual
Null Deviance:      538900 
Residual Deviance: 537000   AIC: 537100

prams.transformed.pgintent.report <- exp(cbind(OR = coef(prams.transformed.pgintent.results),
                              confint.default(prams.transformed.pgintent.results)))


summary(prams.transformed.pgintent.results)

Call:
glm(formula = MH_PPDPR2.numeric ~ PGINTENT2, family = "binomial", 
    data = prams.transformed.pgintent, weights = WTANAL)

Coefficients:
                                     Estimate Std. Error z value Pr(>|z|)    
(Intercept)                          0.311684   0.004174   74.67   <2e-16 ***
PGINTENT2Did not want to be pregnant 0.401603   0.009682   41.48   <2e-16 ***
PGINTENT2Unsure at the time          0.140921   0.007562   18.64   <2e-16 ***
---
Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1

(Dispersion parameter for binomial family taken to be 1)

    Null deviance: 538868  on 10432  degrees of freedom
Residual deviance: 537028  on 10430  degrees of freedom
AIC: 537115

Number of Fisher Scoring iterations: 5

prams.transformed.pgintent.report

                                           OR    2.5 %   97.5 %
(Intercept)                          1.365723 1.354596 1.376943
PGINTENT2Did not want to be pregnant 1.494219 1.466130 1.522845
PGINTENT2Unsure at the time          1.151334 1.134395 1.168526

M10. What is the effect of substance use variables on postpartum depression?

prams.transformed$DRK8_3B2 <- as.factor(prams.transformed$DRK8_3B2)
prams.transformed$DRK_2YRS2 <- as.factor(prams.transformed$DRK_2YRS2)
prams.transformed$SMK2YRS2 <- as.factor(prams.transformed$SMK2YRS2)
prams.transformed$SMK63B_A2 <- as.factor(prams.transformed$SMK63B_A2)

prams.transformed.substance <- prams.transformed %>% select(DRK_2YRS2, DRK8_3B2,
                       
                                     SMK2YRS2, SMK63B_A2, MH_PPDPR2.numeric, WTANAL)

prams.transformed.substance <- prams.transformed.substance %>% pivot_longer(cols = DRK_2YRS2:SMK63B_A2, names_to = "Substance", values_to = "Substance.Response") 

View(prams.transformed.substance)

prams.transformed.substance <- prams.transformed.substance %>% filter(Substance.Response != "SKIP")

prams.transformed.substance <- prams.transformed.substance %>% filter(Substance.Response != "DK/BLANK")


substanceuse.model.results <- glm(MH_PPDPR2.numeric ~ prams.transformed.substance$Substance.Response,
                         data = prams.transformed.substance,
                         weights = WTANAL,
                         family = "binomial")

Warning in eval(family$initialize): non-integer #successes in a binomial glm!

substanceuse.model.report <- exp(cbind(OR = coef(substanceuse.model.results),
                              confint.default(substanceuse.model.results)))

summary(substanceuse.model.results)

Call:
glm(formula = MH_PPDPR2.numeric ~ prams.transformed.substance$Substance.Response, 
    family = "binomial", data = prams.transformed.substance, 
    weights = WTANAL)

Coefficients:
                                                                                    Estimate
(Intercept)                                                                         0.260066
prams.transformed.substance$Substance.ResponseDrank in the last 2 years             0.196827
prams.transformed.substance$Substance.ResponseHeavy Drinker                         0.644451
prams.transformed.substance$Substance.ResponseLight Drinker                         0.194412
prams.transformed.substance$Substance.ResponseModerate Drinker                      0.312987
prams.transformed.substance$Substance.ResponseNon-Drinker                           0.280552
prams.transformed.substance$Substance.ResponseOccasional Drinker                    0.012800
prams.transformed.substance$Substance.ResponseDid not smoke in the last 2 years    -0.135821
prams.transformed.substance$Substance.ResponseSmoked in the last 2 years            0.470690
prams.transformed.substance$Substance.ResponseDid not smoke 3 months pre-pregnancy -0.120620
prams.transformed.substance$Substance.ResponseSmoked 3 months pre-pregnancy         0.513495
                                                                                   Std. Error
(Intercept)                                                                          0.005961
prams.transformed.substance$Substance.ResponseDrank in the last 2 years              0.007073
prams.transformed.substance$Substance.ResponseHeavy Drinker                          0.014978
prams.transformed.substance$Substance.ResponseLight Drinker                          0.009562
prams.transformed.substance$Substance.ResponseModerate Drinker                       0.012556
prams.transformed.substance$Substance.ResponseNon-Drinker                            0.011778
prams.transformed.substance$Substance.ResponseOccasional Drinker                     0.008514
prams.transformed.substance$Substance.ResponseDid not smoke in the last 2 years      0.007353
prams.transformed.substance$Substance.ResponseSmoked in the last 2 years             0.007725
prams.transformed.substance$Substance.ResponseDid not smoke 3 months pre-pregnancy   0.007268
prams.transformed.substance$Substance.ResponseSmoked 3 months pre-pregnancy          0.007926
                                                                                   z value
(Intercept)                                                                         43.627
prams.transformed.substance$Substance.ResponseDrank in the last 2 years             27.829
prams.transformed.substance$Substance.ResponseHeavy Drinker                         43.027
prams.transformed.substance$Substance.ResponseLight Drinker                         20.332
prams.transformed.substance$Substance.ResponseModerate Drinker                      24.927
prams.transformed.substance$Substance.ResponseNon-Drinker                           23.821
prams.transformed.substance$Substance.ResponseOccasional Drinker                     1.503
prams.transformed.substance$Substance.ResponseDid not smoke in the last 2 years    -18.471
prams.transformed.substance$Substance.ResponseSmoked in the last 2 years            60.934
prams.transformed.substance$Substance.ResponseDid not smoke 3 months pre-pregnancy -16.597
prams.transformed.substance$Substance.ResponseSmoked 3 months pre-pregnancy         64.784
                                                                                   Pr(>|z|)
(Intercept)                                                                          <2e-16
prams.transformed.substance$Substance.ResponseDrank in the last 2 years              <2e-16
prams.transformed.substance$Substance.ResponseHeavy Drinker                          <2e-16
prams.transformed.substance$Substance.ResponseLight Drinker                          <2e-16
prams.transformed.substance$Substance.ResponseModerate Drinker                       <2e-16
prams.transformed.substance$Substance.ResponseNon-Drinker                            <2e-16
prams.transformed.substance$Substance.ResponseOccasional Drinker                      0.133
prams.transformed.substance$Substance.ResponseDid not smoke in the last 2 years      <2e-16
prams.transformed.substance$Substance.ResponseSmoked in the last 2 years             <2e-16
prams.transformed.substance$Substance.ResponseDid not smoke 3 months pre-pregnancy   <2e-16
prams.transformed.substance$Substance.ResponseSmoked 3 months pre-pregnancy          <2e-16
                                                                                      
(Intercept)                                                                        ***
prams.transformed.substance$Substance.ResponseDrank in the last 2 years            ***
prams.transformed.substance$Substance.ResponseHeavy Drinker                        ***
prams.transformed.substance$Substance.ResponseLight Drinker                        ***
prams.transformed.substance$Substance.ResponseModerate Drinker                     ***
prams.transformed.substance$Substance.ResponseNon-Drinker                          ***
prams.transformed.substance$Substance.ResponseOccasional Drinker                      
prams.transformed.substance$Substance.ResponseDid not smoke in the last 2 years    ***
prams.transformed.substance$Substance.ResponseSmoked in the last 2 years           ***
prams.transformed.substance$Substance.ResponseDid not smoke 3 months pre-pregnancy ***
prams.transformed.substance$Substance.ResponseSmoked 3 months pre-pregnancy        ***
---
Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1

(Dispersion parameter for binomial family taken to be 1)

    Null deviance: 2020356  on 39202  degrees of freedom
Residual deviance: 1999258  on 39192  degrees of freedom
AIC: 1999716

Number of Fisher Scoring iterations: 5

substanceuse.model.report

                                                                                          OR
(Intercept)                                                                        1.2970158
prams.transformed.substance$Substance.ResponseDrank in the last 2 years            1.2175330
prams.transformed.substance$Substance.ResponseHeavy Drinker                        1.9049409
prams.transformed.substance$Substance.ResponseLight Drinker                        1.2145963
prams.transformed.substance$Substance.ResponseModerate Drinker                     1.3675038
prams.transformed.substance$Substance.ResponseNon-Drinker                          1.3238605
prams.transformed.substance$Substance.ResponseOccasional Drinker                   1.0128819
prams.transformed.substance$Substance.ResponseDid not smoke in the last 2 years    0.8729991
prams.transformed.substance$Substance.ResponseSmoked in the last 2 years           1.6010986
prams.transformed.substance$Substance.ResponseDid not smoke 3 months pre-pregnancy 0.8863705
prams.transformed.substance$Substance.ResponseSmoked 3 months pre-pregnancy        1.6711219
                                                                                       2.5 %
(Intercept)                                                                        1.2819503
prams.transformed.substance$Substance.ResponseDrank in the last 2 years            1.2007717
prams.transformed.substance$Substance.ResponseHeavy Drinker                        1.8498318
prams.transformed.substance$Substance.ResponseLight Drinker                        1.1920460
prams.transformed.substance$Substance.ResponseModerate Drinker                     1.3342609
prams.transformed.substance$Substance.ResponseNon-Drinker                          1.2936511
prams.transformed.substance$Substance.ResponseOccasional Drinker                   0.9961193
prams.transformed.substance$Substance.ResponseDid not smoke in the last 2 years    0.8605079
prams.transformed.substance$Substance.ResponseSmoked in the last 2 years           1.5770405
prams.transformed.substance$Substance.ResponseDid not smoke 3 months pre-pregnancy 0.8738343
prams.transformed.substance$Substance.ResponseSmoked 3 months pre-pregnancy        1.6453615
                                                                                      97.5 %
(Intercept)                                                                        1.3122583
prams.transformed.substance$Substance.ResponseDrank in the last 2 years            1.2345283
prams.transformed.substance$Substance.ResponseHeavy Drinker                        1.9616918
prams.transformed.substance$Substance.ResponseLight Drinker                        1.2375733
prams.transformed.substance$Substance.ResponseModerate Drinker                     1.4015749
prams.transformed.substance$Substance.ResponseNon-Drinker                          1.3547754
prams.transformed.substance$Substance.ResponseOccasional Drinker                   1.0299267
prams.transformed.substance$Substance.ResponseDid not smoke in the last 2 years    0.8856716
prams.transformed.substance$Substance.ResponseSmoked in the last 2 years           1.6255237
prams.transformed.substance$Substance.ResponseDid not smoke 3 months pre-pregnancy 0.8990867
prams.transformed.substance$Substance.ResponseSmoked 3 months pre-pregnancy        1.6972856

M11. What is the effect of depression history variables on postpartum depression?

prams.transformed$PRE_MHDP2 <- as.factor(prams.transformed$PRE_MHDP2) #prepregnancy depression 
prams.transformed$BPG_DEPRS82 <- as.factor(prams.transformed$BPG_DEPRS82) #history of depression during pregnancy 
prams.transformed$MH_PPINT2 <- as.factor(prams.transformed$MH_PPINT2) #symptoms of depression uuring pregnancy


mh.model.results <- glm(MH_PPDPR2.numeric ~ PRE_MHDP2 + BPG_DEPRS82 + MH_PPINT2,
                         data = prams.transformed,
                         weights = WTANAL,
                         family = "binomial")

Warning in eval(family$initialize): non-integer #successes in a binomial glm!

mh.model.report <- exp(cbind(OR = coef(mh.model.results),
                              confint.default(mh.model.results)))

summary(mh.model.results)

Call:
glm(formula = MH_PPDPR2.numeric ~ PRE_MHDP2 + BPG_DEPRS82 + MH_PPINT2, 
    family = "binomial", data = prams.transformed, weights = WTANAL)

Coefficients:
                                                      Estimate Std. Error
(Intercept)                                           -0.03637    0.06607
PRE_MHDP2History of pre-pregnancy depression symptoms -0.62141    0.03733
PRE_MHDP2No depression symptoms pre-pregnancy         -0.65002    0.03784
PRE_MHDP2SKIP                                         -0.62223    0.03742
BPG_DEPRS82History of Depression During Pregnancy      1.34969    0.03540
BPG_DEPRS82No History of Depression During Pregnancy   0.17639    0.03514
MH_PPINT2PPD Symptoms Not Present                     -0.58090    0.04326
MH_PPINT2PPD Symptoms Present                          1.52437    0.04336
                                                      z value Pr(>|z|)    
(Intercept)                                            -0.551    0.582    
PRE_MHDP2History of pre-pregnancy depression symptoms -16.646  < 2e-16 ***
PRE_MHDP2No depression symptoms pre-pregnancy         -17.179  < 2e-16 ***
PRE_MHDP2SKIP                                         -16.630  < 2e-16 ***
BPG_DEPRS82History of Depression During Pregnancy      38.129  < 2e-16 ***
BPG_DEPRS82No History of Depression During Pregnancy    5.019 5.19e-07 ***
MH_PPINT2PPD Symptoms Not Present                     -13.428  < 2e-16 ***
MH_PPINT2PPD Symptoms Present                          35.159  < 2e-16 ***
---
Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1

(Dispersion parameter for binomial family taken to be 1)

    Null deviance: 549451  on 10646  degrees of freedom
Residual deviance: 421335  on 10639  degrees of freedom
AIC: 421485

Number of Fisher Scoring iterations: 7

mh.model.report

                                                             OR     2.5 %
(Intercept)                                           0.9642808 0.8471665
PRE_MHDP2History of pre-pregnancy depression symptoms 0.5371841 0.4992833
PRE_MHDP2No depression symptoms pre-pregnancy         0.5220345 0.4847212
PRE_MHDP2SKIP                                         0.5367453 0.4987915
BPG_DEPRS82History of Depression During Pregnancy     3.8562474 3.5977718
BPG_DEPRS82No History of Depression During Pregnancy  1.1928984 1.1134968
MH_PPINT2PPD Symptoms Not Present                     0.5593924 0.5139187
MH_PPINT2PPD Symptoms Present                         4.5922618 4.2181431
                                                         97.5 %
(Intercept)                                           1.0975854
PRE_MHDP2History of pre-pregnancy depression symptoms 0.5779619
PRE_MHDP2No depression symptoms pre-pregnancy         0.5622201
PRE_MHDP2SKIP                                         0.5775872
BPG_DEPRS82History of Depression During Pregnancy     4.1332928
BPG_DEPRS82No History of Depression During Pregnancy  1.2779619
MH_PPINT2PPD Symptoms Not Present                     0.6088899
MH_PPINT2PPD Symptoms Present                         4.9995622

M12. What is the effect of history of interpersonal violence variables on postpartum depression?

prams.transformed$IPV.History <- as.factor(prams.transformed$IPV.History) 

prams.transformed$IPV.History <- relevel(prams.transformed$IPV.History, ref = "IPV_NonFamilyMember")

ipv.model.results <- glm(MH_PPDPR2.numeric ~ IPV.History,
                         data = prams.transformed,
                         weights = WTANAL,
                         family = "binomial")

Warning in eval(family$initialize): non-integer #successes in a binomial glm!

ipv.model.report <- exp(cbind(OR = coef(ipv.model.results),
                              confint.default(ipv.model.results)))

summary(ipv.model.results)

Call:
glm(formula = MH_PPDPR2.numeric ~ IPV.History, family = "binomial", 
    data = prams.transformed, weights = WTANAL)

Coefficients:
                            Estimate Std. Error z value Pr(>|z|)    
(Intercept)                 0.279301   0.007770  35.945  < 2e-16 ***
IPV.HistoryIPV_Exhusband    0.038459   0.009651   3.985 6.74e-05 ***
IPV.HistoryIPV_FamilyMember 0.025667   0.013220   1.941   0.0522 .  
IPV.HistoryIPV_Husband      0.239187   0.009178  26.061  < 2e-16 ***
---
Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1

(Dispersion parameter for binomial family taken to be 1)

    Null deviance: 549451  on 10646  degrees of freedom
Residual deviance: 548334  on 10643  degrees of freedom
AIC: 548457

Number of Fisher Scoring iterations: 5

ipv.model.report

                                  OR     2.5 %   97.5 %
(Intercept)                 1.322205 1.3022212 1.342496
IPV.HistoryIPV_Exhusband    1.039209 1.0197365 1.059052
IPV.HistoryIPV_FamilyMember 1.025999 0.9997556 1.052932
IPV.HistoryIPV_Husband      1.270216 1.2475715 1.293273

M13. What is the interaction effect of race on the relationship between pregnancy intention and postpartum depression?

race.interaction.model.results <- glm(MH_PPDPR2.numeric ~ PGINTENT2*Race,
                                      data = prams.transformed, weights = WTANAL, family = "binomial")

Warning in eval(family$initialize): non-integer #successes in a binomial glm!

summary(race.interaction.model.results)

Call:
glm(formula = MH_PPDPR2.numeric ~ PGINTENT2 * Race, family = "binomial", 
    data = prams.transformed, weights = WTANAL)

Coefficients:
                                                        Estimate Std. Error
(Intercept)                                               1.1466     0.1450
PGINTENT2Did not want to be pregnant                     -0.6157     0.1536
PGINTENT2Unsure at the time                              -0.6513     0.1481
PGINTENT2Wanted to be pregnant                           -0.6569     0.1470
RaceMRACE_WHT                                            -1.6158     0.1494
RaceHISP_BC                                              -1.4347     0.1553
RaceMRACE_ASIAN_PU                                       11.2468    22.6024
RaceMRACE_BLK                                            -0.9351     0.1544
RaceMRACE_MULTO_PU                                       -0.5821     0.1621
RaceMRACE_NHOPI_PU                                      -11.7560    52.1522
PGINTENT2Did not want to be pregnant:RaceMRACE_WHT        1.9174     0.1582
PGINTENT2Unsure at the time:RaceMRACE_WHT                 1.6312     0.1526
PGINTENT2Wanted to be pregnant:RaceMRACE_WHT              1.4725     0.1514
PGINTENT2Did not want to be pregnant:RaceHISP_BC          1.5068     0.1653
PGINTENT2Unsure at the time:RaceHISP_BC                   0.9866     0.1592
PGINTENT2Wanted to be pregnant:RaceHISP_BC                1.0569     0.1576
PGINTENT2Did not want to be pregnant:RaceMRACE_ASIAN_PU -10.5732    22.6025
PGINTENT2Unsure at the time:RaceMRACE_ASIAN_PU          -10.9995    22.6025
PGINTENT2Wanted to be pregnant:RaceMRACE_ASIAN_PU       -11.4457    22.6024
PGINTENT2Did not want to be pregnant:RaceMRACE_BLK        1.0363     0.1634
PGINTENT2Unsure at the time:RaceMRACE_BLK                 1.0918     0.1579
PGINTENT2Wanted to be pregnant:RaceMRACE_BLK              0.7214     0.1565
PGINTENT2Did not want to be pregnant:RaceMRACE_MULTO_PU   0.1815     0.1731
PGINTENT2Unsure at the time:RaceMRACE_MULTO_PU            0.2688     0.1662
PGINTENT2Wanted to be pregnant:RaceMRACE_MULTO_PU         0.5155     0.1645
PGINTENT2Did not want to be pregnant:RaceMRACE_NHOPI_PU  12.9067    52.1524
PGINTENT2Unsure at the time:RaceMRACE_NHOPI_PU           10.8817    52.1523
PGINTENT2Wanted to be pregnant:RaceMRACE_NHOPI_PU        11.7595    52.1523
                                                        z value Pr(>|z|)    
(Intercept)                                               7.906 2.66e-15 ***
PGINTENT2Did not want to be pregnant                     -4.008 6.13e-05 ***
PGINTENT2Unsure at the time                              -4.398 1.09e-05 ***
PGINTENT2Wanted to be pregnant                           -4.469 7.85e-06 ***
RaceMRACE_WHT                                           -10.818  < 2e-16 ***
RaceHISP_BC                                              -9.238  < 2e-16 ***
RaceMRACE_ASIAN_PU                                        0.498 0.618770    
RaceMRACE_BLK                                            -6.055 1.40e-09 ***
RaceMRACE_MULTO_PU                                       -3.592 0.000328 ***
RaceMRACE_NHOPI_PU                                       -0.225 0.821655    
PGINTENT2Did not want to be pregnant:RaceMRACE_WHT       12.120  < 2e-16 ***
PGINTENT2Unsure at the time:RaceMRACE_WHT                10.691  < 2e-16 ***
PGINTENT2Wanted to be pregnant:RaceMRACE_WHT              9.728  < 2e-16 ***
PGINTENT2Did not want to be pregnant:RaceHISP_BC          9.117  < 2e-16 ***
PGINTENT2Unsure at the time:RaceHISP_BC                   6.199 5.69e-10 ***
PGINTENT2Wanted to be pregnant:RaceHISP_BC                6.707 1.98e-11 ***
PGINTENT2Did not want to be pregnant:RaceMRACE_ASIAN_PU  -0.468 0.639936    
PGINTENT2Unsure at the time:RaceMRACE_ASIAN_PU           -0.487 0.626508    
PGINTENT2Wanted to be pregnant:RaceMRACE_ASIAN_PU        -0.506 0.612582    
PGINTENT2Did not want to be pregnant:RaceMRACE_BLK        6.341 2.29e-10 ***
PGINTENT2Unsure at the time:RaceMRACE_BLK                 6.914 4.70e-12 ***
PGINTENT2Wanted to be pregnant:RaceMRACE_BLK              4.609 4.05e-06 ***
PGINTENT2Did not want to be pregnant:RaceMRACE_MULTO_PU   1.049 0.294363    
PGINTENT2Unsure at the time:RaceMRACE_MULTO_PU            1.617 0.105857    
PGINTENT2Wanted to be pregnant:RaceMRACE_MULTO_PU         3.133 0.001731 ** 
PGINTENT2Did not want to be pregnant:RaceMRACE_NHOPI_PU   0.247 0.804536    
PGINTENT2Unsure at the time:RaceMRACE_NHOPI_PU            0.209 0.834720    
PGINTENT2Wanted to be pregnant:RaceMRACE_NHOPI_PU         0.225 0.821602    
---
Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1

(Dispersion parameter for binomial family taken to be 1)

    Null deviance: 549451  on 10646  degrees of freedom
Residual deviance: 544520  on 10619  degrees of freedom
AIC: 544688

Number of Fisher Scoring iterations: 8

exp(cbind(OR = coef(race.interaction.model.results),
          confint.default(race.interaction.model.results)))

                                                                  OR
(Intercept)                                             3.147451e+00
PGINTENT2Did not want to be pregnant                    5.402796e-01
PGINTENT2Unsure at the time                             5.213905e-01
PGINTENT2Wanted to be pregnant                          5.184474e-01
RaceMRACE_WHT                                           1.987412e-01
RaceHISP_BC                                             2.381900e-01
RaceMRACE_ASIAN_PU                                      7.663509e+04
RaceMRACE_BLK                                           3.925564e-01
RaceMRACE_MULTO_PU                                      5.587006e-01
RaceMRACE_NHOPI_PU                                      7.842202e-06
PGINTENT2Did not want to be pregnant:RaceMRACE_WHT      6.803479e+00
PGINTENT2Unsure at the time:RaceMRACE_WHT               5.109796e+00
PGINTENT2Wanted to be pregnant:RaceMRACE_WHT            4.360232e+00
PGINTENT2Did not want to be pregnant:RaceHISP_BC        4.512221e+00
PGINTENT2Unsure at the time:RaceHISP_BC                 2.681993e+00
PGINTENT2Wanted to be pregnant:RaceHISP_BC              2.877390e+00
PGINTENT2Did not want to be pregnant:RaceMRACE_ASIAN_PU 2.559290e-05
PGINTENT2Unsure at the time:RaceMRACE_ASIAN_PU          1.671088e-05
PGINTENT2Wanted to be pregnant:RaceMRACE_ASIAN_PU       1.069581e-05
PGINTENT2Did not want to be pregnant:RaceMRACE_BLK      2.818748e+00
PGINTENT2Unsure at the time:RaceMRACE_BLK               2.979579e+00
PGINTENT2Wanted to be pregnant:RaceMRACE_BLK            2.057288e+00
PGINTENT2Did not want to be pregnant:RaceMRACE_MULTO_PU 1.199018e+00
PGINTENT2Unsure at the time:RaceMRACE_MULTO_PU          1.308384e+00
PGINTENT2Wanted to be pregnant:RaceMRACE_MULTO_PU       1.674428e+00
PGINTENT2Did not want to be pregnant:RaceMRACE_NHOPI_PU 4.030149e+05
PGINTENT2Unsure at the time:RaceMRACE_NHOPI_PU          5.319174e+04
PGINTENT2Wanted to be pregnant:RaceMRACE_NHOPI_PU       1.279691e+05
                                                               2.5 %
(Intercept)                                             2.368700e+00
PGINTENT2Did not want to be pregnant                    3.998078e-01
PGINTENT2Unsure at the time                             3.900505e-01
PGINTENT2Wanted to be pregnant                          3.886772e-01
RaceMRACE_WHT                                           1.483048e-01
RaceHISP_BC                                             1.756835e-01
RaceMRACE_ASIAN_PU                                      4.418068e-15
RaceMRACE_BLK                                           2.900414e-01
RaceMRACE_MULTO_PU                                      4.066531e-01
RaceMRACE_NHOPI_PU                                      3.179787e-50
PGINTENT2Did not want to be pregnant:RaceMRACE_WHT      4.989561e+00
PGINTENT2Unsure at the time:RaceMRACE_WHT               3.789088e+00
PGINTENT2Wanted to be pregnant:RaceMRACE_WHT            3.240900e+00
PGINTENT2Did not want to be pregnant:RaceHISP_BC        3.263660e+00
PGINTENT2Unsure at the time:RaceHISP_BC                 1.963305e+00
PGINTENT2Wanted to be pregnant:RaceHISP_BC              2.112875e+00
PGINTENT2Did not want to be pregnant:RaceMRACE_ASIAN_PU 1.475035e-24
PGINTENT2Unsure at the time:RaceMRACE_ASIAN_PU          9.632135e-25
PGINTENT2Wanted to be pregnant:RaceMRACE_ASIAN_PU       6.165856e-25
PGINTENT2Did not want to be pregnant:RaceMRACE_BLK      2.046157e+00
PGINTENT2Unsure at the time:RaceMRACE_BLK               2.186500e+00
PGINTENT2Wanted to be pregnant:RaceMRACE_BLK            1.513771e+00
PGINTENT2Did not want to be pregnant:RaceMRACE_MULTO_PU 8.540637e-01
PGINTENT2Unsure at the time:RaceMRACE_MULTO_PU          9.446027e-01
PGINTENT2Wanted to be pregnant:RaceMRACE_MULTO_PU       1.212859e+00
PGINTENT2Did not want to be pregnant:RaceMRACE_NHOPI_PU 1.633507e-39
PGINTENT2Unsure at the time:RaceMRACE_NHOPI_PU          2.156468e-40
PGINTENT2Wanted to be pregnant:RaceMRACE_NHOPI_PU       5.187933e-40
                                                              97.5 %
(Intercept)                                             4.182228e+00
PGINTENT2Did not want to be pregnant                    7.301061e-01
PGINTENT2Unsure at the time                             6.969560e-01
PGINTENT2Wanted to be pregnant                          6.915448e-01
RaceMRACE_WHT                                           2.663303e-01
RaceHISP_BC                                             3.229356e-01
RaceMRACE_ASIAN_PU                                      1.329300e+24
RaceMRACE_BLK                                           5.313053e-01
RaceMRACE_MULTO_PU                                      7.675985e-01
RaceMRACE_NHOPI_PU                                      1.934096e+39
PGINTENT2Did not want to be pregnant:RaceMRACE_WHT      9.276834e+00
PGINTENT2Unsure at the time:RaceMRACE_WHT               6.890843e+00
PGINTENT2Wanted to be pregnant:RaceMRACE_WHT            5.866154e+00
PGINTENT2Did not want to be pregnant:RaceHISP_BC        6.238437e+00
PGINTENT2Unsure at the time:RaceHISP_BC                 3.663765e+00
PGINTENT2Wanted to be pregnant:RaceHISP_BC              3.918535e+00
PGINTENT2Did not want to be pregnant:RaceMRACE_ASIAN_PU 4.440551e+14
PGINTENT2Unsure at the time:RaceMRACE_ASIAN_PU          2.899187e+14
PGINTENT2Wanted to be pregnant:RaceMRACE_ASIAN_PU       1.855385e+14
PGINTENT2Did not want to be pregnant:RaceMRACE_BLK      3.883053e+00
PGINTENT2Unsure at the time:RaceMRACE_BLK               4.060320e+00
PGINTENT2Wanted to be pregnant:RaceMRACE_BLK            2.795953e+00
PGINTENT2Did not want to be pregnant:RaceMRACE_MULTO_PU 1.683299e+00
PGINTENT2Unsure at the time:RaceMRACE_MULTO_PU          1.812264e+00
PGINTENT2Wanted to be pregnant:RaceMRACE_MULTO_PU       2.311654e+00
PGINTENT2Did not want to be pregnant:RaceMRACE_NHOPI_PU 9.943084e+49
PGINTENT2Unsure at the time:RaceMRACE_NHOPI_PU          1.312035e+49
PGINTENT2Wanted to be pregnant:RaceMRACE_NHOPI_PU       3.156575e+49

M13. What is the interaction effect of race on the relationship between history of depression and postpartum depression?

prams.transformed$PRE_MHDP2 <- as.factor(prams.transformed$PRE_MHDP2) #prepregnancy depression 
prams.transformed$BPG_DEPRS82 <- as.factor(prams.transformed$BPG_DEPRS82) #history of depression during pregnancy 
prams.transformed$MH_PPINT2 <- as.factor(prams.transformed$MH_PPINT2) #symptoms of depression uuring pregnancy

prams.mh.interactions <- prams.transformed %>% select(WTANAL, BPG_DEPRS82, MH_PPINT2, MH_PPDPR2.numeric, PRE_MHDP2, Race)

prams.mh.interactions.long <- prams.mh.interactions %>% pivot_longer(cols = c(BPG_DEPRS82, MH_PPINT2, PRE_MHDP2), names_to = "Depression.History", values_to = "Depression.Response")

prams.mh.interactions.long$Depression.History <- as.factor(prams.mh.interactions.long$Depression.History)

prams.mh.interactions.long$Depression.History <- relevel(prams.mh.interactions.long$Depression.History, ref = "BPG_DEPRS82")


table(prams.mh.interactions.long$Depression.Response)

                                    DK/BLANK 
                                         209 
      History of Depression During Pregnancy 
                                        4772 
   No History of Depression During Pregnancy 
                                        5781 
                                    BLANK/DK 
                                          53 
                    PPD Symptoms Not Present 
                                        4852 
                        PPD Symptoms Present 
                                        5742 
History of pre-pregnancy depression symptoms 
                                        4970 
        No depression symptoms pre-pregnancy 
                                        1765 
                                        SKIP 
                                        3797 

prams.mh.interactions.long <- prams.mh.interactions.long %>% filter(prams.mh.interactions.long$Depression.Response != "SKIP")
prams.mh.interactions.long <- prams.mh.interactions.long %>% filter(prams.mh.interactions.long$Depression.Response != "DK/BLANK")
prams.mh.interactions.long <- prams.mh.interactions.long %>% filter(prams.mh.interactions.long$Depression.Response != "BLANK/DK")

table(prams.mh.interactions.long$Depression.History)

BPG_DEPRS82   MH_PPINT2   PRE_MHDP2 
      10553       10594        6735 

prams.mh.interactions.model.results <- glm(MH_PPDPR2.numeric ~ Depression.History*Race,
                               data = prams.mh.interactions.long,
                               weights = WTANAL,
                               family = "binomial")

Warning in eval(family$initialize): non-integer #successes in a binomial glm!

summary(prams.mh.interactions.model.results)

Call:
glm(formula = MH_PPDPR2.numeric ~ Depression.History * Race, 
    family = "binomial", data = prams.mh.interactions.long, weights = WTANAL)

Coefficients:
                                               Estimate Std. Error z value
(Intercept)                                     0.50134    0.01740  28.808
Depression.HistoryMH_PPINT2                     0.02121    0.02467   0.860
Depression.HistoryPRE_MHDP2                     0.22682    0.02878   7.882
RaceMRACE_WHT                                  -0.05114    0.01796  -2.847
RaceHISP_BC                                    -0.35804    0.01961 -18.260
RaceMRACE_ASIAN_PU                              0.03311    0.02865   1.156
RaceMRACE_BLK                                  -0.07650    0.01873  -4.084
RaceMRACE_MULTO_PU                             -0.17037    0.02091  -8.147
RaceMRACE_NHOPI_PU                             -0.11183    0.05382  -2.078
Depression.HistoryMH_PPINT2:RaceMRACE_WHT      -0.02485    0.02546  -0.976
Depression.HistoryPRE_MHDP2:RaceMRACE_WHT      -0.24714    0.02964  -8.339
Depression.HistoryMH_PPINT2:RaceHISP_BC        -0.01482    0.02778  -0.534
Depression.HistoryPRE_MHDP2:RaceHISP_BC        -0.21816    0.03243  -6.727
Depression.HistoryMH_PPINT2:RaceMRACE_ASIAN_PU -0.02324    0.04056  -0.573
Depression.HistoryPRE_MHDP2:RaceMRACE_ASIAN_PU -0.10561    0.04643  -2.274
Depression.HistoryMH_PPINT2:RaceMRACE_BLK      -0.02045    0.02654  -0.770
Depression.HistoryPRE_MHDP2:RaceMRACE_BLK      -0.15519    0.03083  -5.033
Depression.HistoryMH_PPINT2:RaceMRACE_MULTO_PU -0.02692    0.02961  -0.909
Depression.HistoryPRE_MHDP2:RaceMRACE_MULTO_PU -0.10921    0.03463  -3.154
Depression.HistoryMH_PPINT2:RaceMRACE_NHOPI_PU -0.02121    0.07613  -0.279
Depression.HistoryPRE_MHDP2:RaceMRACE_NHOPI_PU -0.09160    0.09868  -0.928
                                               Pr(>|z|)    
(Intercept)                                     < 2e-16 ***
Depression.HistoryMH_PPINT2                     0.39003    
Depression.HistoryPRE_MHDP2                    3.22e-15 ***
RaceMRACE_WHT                                   0.00442 ** 
RaceHISP_BC                                     < 2e-16 ***
RaceMRACE_ASIAN_PU                              0.24782    
RaceMRACE_BLK                                  4.42e-05 ***
RaceMRACE_MULTO_PU                             3.74e-16 ***
RaceMRACE_NHOPI_PU                              0.03772 *  
Depression.HistoryMH_PPINT2:RaceMRACE_WHT       0.32914    
Depression.HistoryPRE_MHDP2:RaceMRACE_WHT       < 2e-16 ***
Depression.HistoryMH_PPINT2:RaceHISP_BC         0.59361    
Depression.HistoryPRE_MHDP2:RaceHISP_BC        1.73e-11 ***
Depression.HistoryMH_PPINT2:RaceMRACE_ASIAN_PU  0.56661    
Depression.HistoryPRE_MHDP2:RaceMRACE_ASIAN_PU  0.02294 *  
Depression.HistoryMH_PPINT2:RaceMRACE_BLK       0.44111    
Depression.HistoryPRE_MHDP2:RaceMRACE_BLK      4.83e-07 ***
Depression.HistoryMH_PPINT2:RaceMRACE_MULTO_PU  0.36330    
Depression.HistoryPRE_MHDP2:RaceMRACE_MULTO_PU  0.00161 ** 
Depression.HistoryMH_PPINT2:RaceMRACE_NHOPI_PU  0.78056    
Depression.HistoryPRE_MHDP2:RaceMRACE_NHOPI_PU  0.35329    
---
Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1

(Dispersion parameter for binomial family taken to be 1)

    Null deviance: 1432344  on 27881  degrees of freedom
Residual deviance: 1429403  on 27861  degrees of freedom
AIC: 1429666

Number of Fisher Scoring iterations: 5

prams.mh.interactions.report <- exp(cbind(OR = coef(prams.mh.interactions.model.results),
                              confint.default(prams.mh.interactions.model.results)))

summary(prams.mh.interactions.model.results)

Call:
glm(formula = MH_PPDPR2.numeric ~ Depression.History * Race, 
    family = "binomial", data = prams.mh.interactions.long, weights = WTANAL)

Coefficients:
                                               Estimate Std. Error z value
(Intercept)                                     0.50134    0.01740  28.808
Depression.HistoryMH_PPINT2                     0.02121    0.02467   0.860
Depression.HistoryPRE_MHDP2                     0.22682    0.02878   7.882
RaceMRACE_WHT                                  -0.05114    0.01796  -2.847
RaceHISP_BC                                    -0.35804    0.01961 -18.260
RaceMRACE_ASIAN_PU                              0.03311    0.02865   1.156
RaceMRACE_BLK                                  -0.07650    0.01873  -4.084
RaceMRACE_MULTO_PU                             -0.17037    0.02091  -8.147
RaceMRACE_NHOPI_PU                             -0.11183    0.05382  -2.078
Depression.HistoryMH_PPINT2:RaceMRACE_WHT      -0.02485    0.02546  -0.976
Depression.HistoryPRE_MHDP2:RaceMRACE_WHT      -0.24714    0.02964  -8.339
Depression.HistoryMH_PPINT2:RaceHISP_BC        -0.01482    0.02778  -0.534
Depression.HistoryPRE_MHDP2:RaceHISP_BC        -0.21816    0.03243  -6.727
Depression.HistoryMH_PPINT2:RaceMRACE_ASIAN_PU -0.02324    0.04056  -0.573
Depression.HistoryPRE_MHDP2:RaceMRACE_ASIAN_PU -0.10561    0.04643  -2.274
Depression.HistoryMH_PPINT2:RaceMRACE_BLK      -0.02045    0.02654  -0.770
Depression.HistoryPRE_MHDP2:RaceMRACE_BLK      -0.15519    0.03083  -5.033
Depression.HistoryMH_PPINT2:RaceMRACE_MULTO_PU -0.02692    0.02961  -0.909
Depression.HistoryPRE_MHDP2:RaceMRACE_MULTO_PU -0.10921    0.03463  -3.154
Depression.HistoryMH_PPINT2:RaceMRACE_NHOPI_PU -0.02121    0.07613  -0.279
Depression.HistoryPRE_MHDP2:RaceMRACE_NHOPI_PU -0.09160    0.09868  -0.928
                                               Pr(>|z|)    
(Intercept)                                     < 2e-16 ***
Depression.HistoryMH_PPINT2                     0.39003    
Depression.HistoryPRE_MHDP2                    3.22e-15 ***
RaceMRACE_WHT                                   0.00442 ** 
RaceHISP_BC                                     < 2e-16 ***
RaceMRACE_ASIAN_PU                              0.24782    
RaceMRACE_BLK                                  4.42e-05 ***
RaceMRACE_MULTO_PU                             3.74e-16 ***
RaceMRACE_NHOPI_PU                              0.03772 *  
Depression.HistoryMH_PPINT2:RaceMRACE_WHT       0.32914    
Depression.HistoryPRE_MHDP2:RaceMRACE_WHT       < 2e-16 ***
Depression.HistoryMH_PPINT2:RaceHISP_BC         0.59361    
Depression.HistoryPRE_MHDP2:RaceHISP_BC        1.73e-11 ***
Depression.HistoryMH_PPINT2:RaceMRACE_ASIAN_PU  0.56661    
Depression.HistoryPRE_MHDP2:RaceMRACE_ASIAN_PU  0.02294 *  
Depression.HistoryMH_PPINT2:RaceMRACE_BLK       0.44111    
Depression.HistoryPRE_MHDP2:RaceMRACE_BLK      4.83e-07 ***
Depression.HistoryMH_PPINT2:RaceMRACE_MULTO_PU  0.36330    
Depression.HistoryPRE_MHDP2:RaceMRACE_MULTO_PU  0.00161 ** 
Depression.HistoryMH_PPINT2:RaceMRACE_NHOPI_PU  0.78056    
Depression.HistoryPRE_MHDP2:RaceMRACE_NHOPI_PU  0.35329    
---
Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1

(Dispersion parameter for binomial family taken to be 1)

    Null deviance: 1432344  on 27881  degrees of freedom
Residual deviance: 1429403  on 27861  degrees of freedom
AIC: 1429666

Number of Fisher Scoring iterations: 5

prams.mh.interactions.report

                                                      OR     2.5 %    97.5 %
(Intercept)                                    1.6509308 1.5955687 1.7082139
Depression.HistoryMH_PPINT2                    1.0214360 0.9732132 1.0720481
Depression.HistoryPRE_MHDP2                    1.2546100 1.1858054 1.3274068
RaceMRACE_WHT                                  0.9501492 0.9172803 0.9841958
RaceHISP_BC                                    0.6990449 0.6726899 0.7264325
RaceMRACE_ASIAN_PU                             1.0336636 0.9772208 1.0933665
RaceMRACE_BLK                                  0.9263548 0.8929635 0.9609946
RaceMRACE_MULTO_PU                             0.8433507 0.8094812 0.8786373
RaceMRACE_NHOPI_PU                             0.8941948 0.8046759 0.9936725
Depression.HistoryMH_PPINT2:RaceMRACE_WHT      0.9754585 0.9279724 1.0253747
Depression.HistoryPRE_MHDP2:RaceMRACE_WHT      0.7810288 0.7369534 0.8277403
Depression.HistoryMH_PPINT2:RaceHISP_BC        0.9852876 0.9330827 1.0404134
Depression.HistoryPRE_MHDP2:RaceHISP_BC        0.8039943 0.7544819 0.8567560
Depression.HistoryMH_PPINT2:RaceMRACE_ASIAN_PU 0.9770250 0.9023626 1.0578651
Depression.HistoryPRE_MHDP2:RaceMRACE_ASIAN_PU 0.8997795 0.8215089 0.9855075
Depression.HistoryMH_PPINT2:RaceMRACE_BLK      0.9797624 0.9300981 1.0320786
Depression.HistoryPRE_MHDP2:RaceMRACE_BLK      0.8562546 0.8060393 0.9095983
Depression.HistoryMH_PPINT2:RaceMRACE_MULTO_PU 0.9734413 0.9185568 1.0316052
Depression.HistoryPRE_MHDP2:RaceMRACE_MULTO_PU 0.8965421 0.8377102 0.9595058
Depression.HistoryMH_PPINT2:RaceMRACE_NHOPI_PU 0.9790139 0.8433050 1.1365617
Depression.HistoryPRE_MHDP2:RaceMRACE_NHOPI_PU 0.9124745 0.7520138 1.1071734

XGBoosted Random Forest Models

p_load(tidyverse, nlme, broom, parsnip, tidymodels, Metrics, xgboost, data.table, caret, ROSE,
       SHAPforxgboost)

model.data <- read.csv("modeldata.csv")

#Process the dataset 

#DataExplorer::create_report(model.data)

model.data <- model.data %>% select(-c(X, IPV.Response))

table(model.data$MH_PPDPR2.numeric)

   0    1 
4677 6959 

prop.table(table(model.data$MH_PPDPR2.numeric))

        0         1 
0.4019422 0.5980578 

table(model.data$WTANAL)

1.14261793556235 1.16332198083159 1.21940206373706 1.21940206386007 
               3                3                2                2 
1.23294328284838 1.25666109001167 1.25870018764685 1.29147094499531 
               2                2                7                5 
1.36044446075403 1.40638401493678 1.40759916426687 1.43424599933213 
               2                1                2                1 
1.45227928557286 1.47095037292938 1.51669690025973 1.51709929508527 
              37                2                1                2 
1.53399602651123 1.53399602666597 1.54801946006836 1.62669525697125 
               1                5                7               11 
1.62855341521316 1.63147541821674 1.63190396216854 1.63714290413884 
               3               10                3                1 
1.64173846581951 1.64722096507244 1.66726758811734 1.69971948465286 
               4                4                8                4 
 1.7029641980562 1.72036054281489 1.73956949592707 1.74487750078853 
               7                2               13                6 
 1.7698084347175 1.77730800678223 1.81932716373537 1.83584195547568 
               4                3               14                1 
1.83756125363659  1.8397589492128 1.84493591412699 1.88258766741594 
               4                5                2                1 
1.90062299741731 1.90943038496864 1.91246755491372 1.91465679325793 
               2                1               12                5 
1.91763956694314 1.92547601845577 1.93304506895853 1.94047827814894 
              18               10               15               15 
1.94405342634689 1.94592391079626 1.94732373984672 1.95137340155131 
               1                5                8                7 
1.95816245408476  1.9600461913581 1.96872867531522 1.98083373323732 
               6                6                2                6 
2.02772109865404 2.02810756927226 2.03317490091274  2.0408387307307 
               5                3                1               10 
2.06051523578117 2.06415398133118 2.07618193654367  2.0772204590692 
               2               22                4                7 
2.09044574973369 2.10862097293033 2.14102192227049 2.15252840847383 
               5                5               51                7 
2.20212700701888 2.22236616653993 2.22355091691476 2.25867362633698 
               3               17                5                1 
2.26005795854216 2.27157833878123 2.28027153735527 2.28986595519941 
               1               21                4               20 
 2.3451490322381 2.36846816775069 2.37367849042697 2.39390057204423 
               9                6                1                8 
2.40311301218547 2.40613536922625 2.41083154565647 2.41429000658329 
               4                3               19               10 
2.41872937697778 2.42230743411667  2.4319442290592 2.46083521310802 
              22                2                1                3 
2.47260684929461 2.49940103373251 2.53981728947044  2.5602632645486 
               5                3               12                2 
2.58243813548043 2.60284839177902 2.61769631187822 2.62122336623356 
               4                3               13               23 
2.62480269011939 2.64890126307493 2.66641694287713 2.67787117825155 
               4                8                9                3 
2.68005091846004 2.71628046171857 2.72382674829653 2.79227096633361 
               3               32                8               11 
2.83701733651636 2.85026004566486 2.85245901613849 2.85347616593531 
               8                2               10                6 
2.86646236128238 2.87140031044545 2.87298535913334 2.87767923328976 
               3                1                1                2 
2.89408996449902 2.91515711404025 2.93110080718374 3.00324140743697 
               7               21                1               20 
3.02223651556863 3.02877421592629 3.05934290091075 3.09354715000752 
              19                1               23                9 
3.09584102885352 3.09591664633966 3.09651142130553 3.11795632382676 
               1                2                9               11 
3.12481179692434 3.12753807161515 3.18257802100061  3.1868997007202 
              19                2               16               28 
3.18800026327791 3.20433128704622 3.21207463337476  3.2145450373395 
               2               10                4               12 
3.22213256152335  3.2410047619131 3.27799198305193 3.29707958700558 
              69                2                6                4 
3.31049499865835 3.33831616343428 3.35584661112367 3.35597264877996 
              10                1                1               14 
3.38986712624245 3.42699476019272 3.46272333662329 3.46313143543584 
              26                9                7               12 
3.46905259031096 3.47457486914823 3.51665449886956 3.53285374682222 
              26                6                6               13 
3.56081463810687 3.61647681347651 3.61952949600583 3.61955509449171 
               1                8               15                5 
3.62018897423306 3.62619233722708 3.63365294299293 3.64144436400207 
              49               11               18                2 
 3.6418927529258 3.65784349880687 3.68196097348534 3.68435938838102 
               4                4               15               22 
3.68656744096636 3.71323130330647 3.74708823120863 3.75020338722207 
               8                8                5                7 
 3.7721858509804 3.77823108520738 3.78631987329102 3.80563477950374 
               2               24                3                3 
3.80706412150286  3.8767619357271 3.87686109400451 3.87704546534941 
               9               20                3               15 
3.87891657292615 3.88070511679614 3.90850668018759 3.91569953340418 
              13                9               21               21 
3.91605963037014 3.92715537764502 3.93715705349286 3.95471538501524 
               1                3                7               12 
3.96329175959465 3.99349357276758 4.00838497880722 4.02148634839788 
               7                4                6                5 
4.04938541155738 4.06517381806413 4.06937391277304 4.07188377047562 
               6                7                8                5 
 4.0768946829278 4.10467767678421 4.13319923008887 4.19042852708675 
               1               13                2                2 
4.19532361799719  4.1957052415328 4.19718059485834 4.20428269284078 
               5                5                9               11 
4.23738276046788 4.26967269320476 4.27072146329005 4.28603156077098 
               9                2                9                7 
4.29567055522496  4.3025020467582 4.35011559988908 4.37141294816811 
              22                2                9                1 
4.38516505581905 4.39381569053061 4.40468225072087 4.40510494410159 
               9               12               22               41 
4.42507119331747 4.46465305798145  4.5011730390531 4.52044684705012 
              12                5               26                3 
 4.5591321133065 4.58033243806307 4.58185632042433 4.64725691637199 
              24                5               10                2 
4.65728604199373 4.68172171199979 4.70016909708004 4.70905065049858 
              47                2                8                9 
4.75001502448064 4.78953003084917 4.79830523407029 4.83009313318328 
              12                1                4                7 
4.86157128135071 4.87709108698454 4.88933029656147 4.91028705961538 
               8                1               13                7 
4.93631120796547 4.94672496889725 4.98896925938628 5.01518237153243 
               5                4                5                5 
5.01843652736595 5.03651014961132 5.04618420430853  5.0485045551683 
              21                1               18                6 
5.04975677115056 5.06675445582366 5.08327104855075 5.11054267093512 
              19                4                9                4 
 5.1401259797751 5.18799227760835 5.21496519339232 5.23485319464206 
              16               57               64                6 
5.24341366618425 5.28962919424776 5.29137171265522 5.29278483241367 
              16                4               24               15 
5.30300308834076 5.33086314254247 5.33903549810194 5.34110655258708 
              21                2                4                8 
5.38680171978573 5.40513953475375 5.45327541883386 5.45622033230594 
               2                6               38               39 
5.48019077459089  5.4871136159177 5.49965224619177  5.5790289628886 
               1                2                7                5 
5.59154123166793 5.59208353828894 5.60308206143098 5.62074947926891 
              10                3                4                6 
5.64251199399597  5.6919369698339 5.70859277707338 5.71986373175505 
              27                4               46                5 
  5.721256972287 5.79581201893301 5.80078423545637 5.80303495148674 
              10                6               23               11 
5.80674312876765 5.86404341180521  5.8722029637372  5.8892012866714 
              16                3                4                4 
5.94046347461442 5.95185896596167 5.95612522925087 5.96789558641373 
              14                1                3                3 
6.04542147763914 6.07113554306273 6.09465271051599 6.12975707073076 
               1               12               42                3 
6.13804442687242 6.15468823066715 6.16804225638443   6.176276577326 
              38                3               24                8 
6.23129027822136  6.2544310690051 6.35624691981511 6.40067467974631 
              15                5               24               42 
6.40831432113658 6.41786110634277 6.42833113967509  6.4332717884679 
               9               23                4                1 
6.43733914202158 6.46542627069128 6.47028589695564 6.48919624234012 
               3               40                3                2 
6.52529023893178 6.52803329036981 6.53248615984262 6.55921134989056 
              10               32               15                1 
6.56733761645999 6.57448829180108 6.58270627434368 6.59866935670883 
               3                2                8                3 
6.62461997903882 6.65047474288092 6.68663728753561 6.69944707735058 
               2               12                2                4 
6.70380946965278 6.71603225101529 6.75139520913502  6.7861156575192 
               3               14                8               10 
 6.7952800979751 6.79573611575877 6.83779546561731 6.86535405542661 
              36                6                6                2 
6.93677827179145 6.97846963792722 6.99276526539094 6.99731708827326 
               3                4               14                2 
6.99941692990042 7.03600065503624 7.04956914036734 7.10242449223729 
               2               14                7                2 
7.14356260540347 7.17855361579285  7.1871602047486 7.20102876788592 
              16                2                8               38 
7.20738725396575 7.21180910102042 7.24677080746808 7.26079782830026 
              12                2               30                2 
7.26912498314459 7.29095697130625  7.2932885584836 7.34336782190271 
              38               20                6                9 
7.34630257610304 7.37037458744761  7.3988661332832 7.43269319841562 
              11                4                9                6 
7.45269966550773 7.48367544919999 7.51963343125254 7.51970700983353 
               1                6               17                4 
7.54527351915117 7.56280050287636 7.58765416081676 7.61904957885327 
               2               10               13               30 
7.65212598965474 7.68920198363827 7.71268577660745 7.74006289251071 
               4               26               10                3 
7.81354869496466 7.81653000324778 7.82821206047114 7.83581063433033 
               4               10                6                1 
 7.8425329217826 7.84580930206776 7.86508884347664 7.86562140437925 
               3                4               14                3 
8.02509989880591 8.05627943681488 8.06064995329718 8.09952325193393 
               5               10               17               12 
8.26253851338463 8.30669925653435 8.32500098713601 8.36583099355472 
              27                4               14                3 
8.37607402822777 8.38209175377528 8.43964351581707 8.46571216165246 
               4                9               20                4 
8.54187230249928 8.54768773369608 8.56845288694842 8.60505823672901 
              15               12               16                9 
8.64084570096962 8.64147184142062 8.66328366387367 8.68486054796434 
               2                6                3                2 
8.80468755945466 8.81461744091114  8.8410550108855 8.84273907936516 
              16                5                8               15 
8.95321697684353 8.99208955187585 9.03356139097865 9.03859667796807 
               3                5                2                1 
9.05760354554886  9.1063713564602 9.10943373229044 9.14578896479317 
              10               13                5               15 
9.15123268087656 9.18053311131311 9.20528212993462 9.24965788578039 
               2                3                6               19 
9.27030532114978 9.29465712196491 9.33821402906251 9.34556732496585 
              16               12                7                9 
9.36051830044605 9.36794127129959  9.4177773675042 9.52425155527049 
               8               18                4               20 
9.55920196818347   9.574577936852 9.63838595884639 9.72337786181937 
               9               64                2                1 
9.74087200865633 9.74223993354548 9.77659873230612 9.81955429278151 
               2               10               13               10 
9.82757385837523 9.86056510444207 9.86223934368489 9.91048281910524 
               3                6                8               14 
9.91843617344695 9.97360686712041 9.99641605670223 10.0333418516184 
               7               19                2               11 
10.0900771778342 10.2382370458381  10.241987376565 10.2576313814866 
               3               10                4                8 
10.4047574481655 10.4094959561318 10.4321172437348 10.4567923044819 
               1                9                9                4 
10.4721045007987  10.552942597503 10.5949134694559 10.6205016065443 
               8               14                5                8 
10.6824439143206 10.7644548824117 10.7789054351261 10.7796657220702 
               8               13                3                2 
10.7796893305673 10.8421466366701 10.9385606407397  10.996128022191 
               1                3                1                5 
11.0641664776534 11.0691513493354 11.1445439566172 11.1623726506608 
              14                8                5                2 
11.2054353598771 11.2311192725345 11.2395756205821  11.291586109996 
               1                9                1               11 
11.3064086603302 11.3144839113269 11.3377302855519 11.3975003738986 
               3                2                6               45 
11.4042727647795  11.517173618337 11.5245460638085 11.5297838186687 
               2               15                6                1 
11.5922857126074 11.5946865316711 11.6638466321334 11.7114971395328 
               4                3                6                4 
11.7206407988869 11.7432123485681 11.7705861040255 11.8098897990578 
               5                4                1               27 
11.8251758970079 11.8483683422135 11.8602840577112 11.8633198947727 
               5                4                1               10 
11.9008554383592 11.9011724818886 11.9449285071576 11.9684722056463 
              12               22               13                2 
12.0309898497645 12.0783890804339 12.0795134324844 12.1035043491638 
               2                1               10                8 
12.1454099961804 12.2347041548229 12.2917578915096 12.3741986052294 
              15                2                1                6 
12.3785696628294 12.3833931184987 12.3836665853587 12.4065583947937 
              24               14               10               13 
12.4371626956619 12.4517263581363 12.5036400558134 12.5079945880721 
              26                2                1               20 
12.5712855812603 12.5791724812304 12.6473114759517 12.7509562802609 
               3               22                8                6 
12.7510182869369 12.8024257397632 12.8774406400996  12.906474674314 
               4                1               13                3 
 12.935403299732 12.9917257186744 12.9997367826831 13.0479618733618 
              23                1                4                6 
13.1161596086194 13.1167747860292  13.132201223486 13.1376856263497 
               2                2               26                1 
 13.203879983536 13.3145374658374 13.3763484116541  13.387045041637 
              29               10                3                2 
13.4133056857423 13.4291544327745 13.4396266612067 13.4428016607709 
               4               16               22               15 
13.4466462273779 13.4833155689796 13.4861182163417 13.5036299612858 
               2                2               12               13 
 13.538114545741 13.6157553091661 13.6283440864123  13.655603011404 
              10                5               12                1 
13.7033683961274  13.714208205884 13.7820277517988 13.7890217851883 
               5               10                1               17 
13.8467207492512 13.8875019802831 13.9121541185398 13.9447048777634 
              21               22                2                7 
14.0506254055095 14.1038569026999 14.1191888373113 14.2306801075091 
              19               66               25                2 
14.4353205309974 14.4585645135398 14.4633560605756 14.5534223210964 
              24               13                3                9 
14.5962675946787 14.6044755554828 14.6499785446576  14.684295464265 
              10                7                1                1 
14.6959847253182 14.7943408289147 14.8392140034289  14.855226976578 
              21                5               10                1 
14.8793604002086 14.8802399756949 14.9019885418754   14.91785802835 
              13               21                2                2 
15.0731372778927 15.0753893271699 15.1100841099388 15.1267645854611 
              11                1                1                6 
15.1956891091501 15.2701169869528 15.2959928032423 15.3499675865428 
              22               13                8                7 
15.3635217327895 15.3888665183598 15.5801088225755 15.5956239520285 
               3                6               35                9 
15.6091576568521 15.6251633988219 15.6328977502765 15.6856418198939 
              25                2               11                3 
15.6959816144989 15.8325954984215 15.8850133839603 15.9221421083909 
              12               15                5                9 
15.9576294028017 15.9742485660046 15.9906158382573 16.0008645387559 
               6                4                6                2 
16.0064369416325 16.0346746746743  16.052434266493 16.0871874001629 
               9                4                4                7 
16.1576802196264 16.1577368977575 16.1892664322252 16.2708719208935 
               6                1                1               14 
16.2718110409941 16.2814428292656 16.3447514494796 16.3519016665175 
               9                3                5                8 
16.4882364850881 16.5348990218053 16.5723697959773 16.5933386882086 
              16                3                2                6 
16.6974498902489 16.7076394438231 16.8136922798774  16.816332924315 
               4                2               18               14 
16.8397213575247 16.9393745836416 16.9940125434012 16.9985283081604 
               7                2               18                5 
17.0037250272799 17.0664575490657 17.0847838060002 17.1506591223616 
               2               10               13               30 
17.1595886510949 17.1685031407341 17.2319896887394 17.2610107710926 
               2                6                1               16 
17.2914354453994 17.3180389914913 17.3883884815041 17.4430783459219 
              19                6                2                4 
17.4626434436967 17.4666111521184 17.4971518923894 17.5615580350103 
               8                2               22               13 
  17.59756622992 17.6085986010573 17.6230986847697 17.6382594144816 
               2                8                4                4 
17.6987164345111 17.7249319717684 17.7281905479549 17.7388218890676 
               6                2               15               15 
17.7808554102449 17.8140110409829 17.8436062517055 17.8762717537328 
               4                3                5               14 
17.9024653059239 17.9094530707678 17.9414336873841 17.9706924284506 
               4                3                2                1 
17.9964542188943 18.0488536190583 18.0603082509894    18.0767838417 
               3                3                6               23 
18.0903444099388 18.1112452590013 18.1440576162452 18.1608934475481 
               7                2                7                8 
18.1706265951421 18.1888273735455 18.4711954620241 18.5319562660119 
               5                2                8                5 
 18.593066690245 18.6231728166393 18.6736497578225 18.7032024685386 
               6               17                8                9 
 18.739540605668 18.7457568014205 18.7873917968056   18.78865609596 
               2               14               13                6 
18.8818060364232 18.9840115450937 18.9949039122152 19.0430960533414 
              16                8               14                8 
19.0464778295482 19.1162927128649 19.1435373785673 19.1494750415179 
              13                1                6                3 
19.1592298322314 19.2693901933677 19.3301120668397  19.332669814335 
               8               29                2                3 
19.3675388091268 19.4102473420353 19.4357274097458  19.482649942663 
              16                9                3               13 
19.5885149741509  19.703841698246 19.8709823111352 19.9076217789071 
              14                2                5                3 
 19.937485955463 20.0610699943653 20.1175718620338 20.1453513759401 
               3               19               16                5 
20.1526995349966 20.1572006359254 20.2323764135082 20.2378567546779 
              14                4               15                4 
20.2477483464831 20.2538138370368  20.287545284015 20.3974395679121 
              11               10               15               18 
20.4019158793285 20.4901332709272 20.5074565040267 20.5298968359759 
               5               17                1                6 
20.5546614406402 20.5922082288765 20.5952129431697 20.6322848414595 
               5               12               11                4 
20.7250156954004 20.8261145827267 20.8778665883068 21.0960843916408 
               4                7                4                5 
21.1037081054089 21.1071884305265 21.1077682324499 21.1098738898165 
               2               20               15                1 
 21.125182569943 21.1360297997012  21.264597884633 21.2690915175413 
               2               41                2                8 
21.3298257741784 21.3337806653718 21.4383118174519 21.4520645240277 
               6                2               13                3 
21.5462562625729  21.576536902843 21.5786065051788 21.5881338605662 
              15                3               22                6 
21.6443108496989 21.6714305857343 21.6928558727339 21.7151561988068 
               2                1               10               11 
21.7250068737252 21.7328045162276 21.7383262010121 21.7473753231384 
              10               22                9               12 
21.7708491986821 21.7827058210912 21.7969804147613 21.8838726070814 
               5                2               13               13 
21.9344517523031  22.026557795067 22.2434945991777 22.2572017552709 
              20                5                4                8 
22.3053779227655 22.3275178710728  22.355759816453 22.3830501130313 
               8                3                4               29 
22.4018188262076 22.4909989722831  22.546914566288 22.6386339303292 
               1                3                6               12 
22.7643968384843 22.7808179489621 22.7816482917565 22.8326126123641 
               2               16                4                1 
22.8764182714173 22.9116778053518 22.9470480054777 23.0025699606441 
              10                2               12                4 
23.0275903782289 23.0602674251519 23.1705257372306 23.1859109605487 
               5                9                4                4 
23.2503628192952 23.3628982845067 23.3996733438865 23.4235511455999 
               2                2                2                3 
 23.427623622219 23.4277038108353 23.4412815977738 23.5972129173997 
              17                2                2                9 
23.6802984859096 23.6969950778952 23.7173067663639 23.8915444654647 
               4                1                1                6 
23.9595760191133 24.0081663904722 24.1232798134378 24.2841239086932 
               1                1               12                2 
24.3558154555137 24.5782196785019 24.6416535236348 24.7193590650262 
               7                6                4                2 
24.7289905469706 24.7649154934392 24.7939457811413 24.8136503374583 
               1               23                4                1 
 24.848765724169 24.8942788223735 24.8977883532429 24.9125311768329 
               6               21               15                6 
24.9603398117685  25.023416202103 25.0413721122253 25.0665055410137 
               6               29                2               16 
25.2094271730604 25.2204127002648 25.2690831313756 25.2908827621603 
               8                3                9               18 
25.3847181353852 25.4345356619857 25.4546799773755 25.6471000178344 
              10                2                1               11 
25.7513883906989 25.7618741454497 25.7806594492817  25.796001373627 
              24                2                2                6 
25.8270394268741 25.9043343300694 25.9967134884011 26.0488547215919 
               1               15                3                4 
26.0666906263323 26.0741849738785 26.0788291353582 26.1540085994325 
               1               20                3                5 
26.1662863073905 26.1869049446898 26.2134616327368 26.3210363867446 
              11               10                4               11 
26.3485164322445 26.4686190020177 26.4811969277827  26.532155587405 
               4                5               10                5 
26.6070509816856 26.6192378035581 26.6206277591914 26.6642758224653 
              18                2                9               14 
26.6829692246296 26.6835871378962  26.722421448247 26.7330608160932 
               8                3               20               14 
26.7415313846846 26.7558612411112 26.7839551548686 26.8766641836788 
               3                9               12                2 
26.8839913796457 26.8903062171911 26.9211308802053 26.9421091159791 
               1               12                2               16 
26.9663414412858 27.1225808216341 27.1401414010081 27.1482779773865 
              10                7                3               30 
27.1741335907662 27.1958642554786 27.2227320179442  27.325589021316 
              14               13                2               13 
27.3293723314931 27.3339127963899 27.3513302509977 27.3538401821616 
               5                8               10                7 
27.5929427744175 27.6657264996516 27.7048807007555 27.7837842656239 
              12                4                3                5 
27.8261124736833 27.9147844365754 28.0011889031522 28.1088249251442 
              19                2               16                4 
28.1522715134211 28.1643403349337 28.2121530860267 28.2772590593315 
               2                1               10                6 
28.3371851324005 28.5241705245151 28.5436564752764 28.5488147394704 
               9               10                7                9 
28.7155303045295 28.7945009862678 28.9889727871412   29.03742360189 
               2               28                2               38 
29.1159564741145 29.1260889973483 29.1578132257764 29.1719623936747 
               3               11                3                3 
29.2027480539544 29.4611651796099 29.7983256195215  29.822038166999 
               6                9                6               13 
 29.911717432863 29.9356959226676 29.9620930808987 29.9730410740568 
               1                4                8               14 
30.0161892060796 30.0589154644401 30.0981463145651 30.3054938328195 
               3                6                2                1 
30.3772368619209  30.394473238732 30.4767245757522 30.5213130572433 
               1                2               11               17 
30.5973509546887 30.6379766707498  30.688364024006 30.7926730807893 
               6                2                3               38 
31.0759202217367 31.5342589472599 31.5471685556855 31.5567358687149 
               4               21               10               11 
 31.678593161075 31.7463543176988 31.8655383297649 31.8791091116366 
               1                7               33                6 
32.0331277306357 32.1196459818802 32.1404122604504 32.2351390076536 
               2               34                2                5 
32.3688626512792 32.4085999141803   32.42798485586 32.4454316550227 
               8               20                1                7 
32.4602141623587 32.4880765285999 32.7058377190805 32.7621388481048 
               5               10                8                2 
32.7931279179567 32.7951807539622 32.7964506842271 32.8447039711841 
              14                7               14                4 
32.8662604804899 33.1306288286013 33.2119873366183 33.2970608600495 
               5               16                9                3 
33.3986252460678 33.4122598758399 33.4833694550736 33.5039898891506 
               1                1               14                5 
33.5318850767989 33.6097834970097 33.7405068024521 33.8413160723612 
              14                4                2                3 
33.8809696673394 33.9582533419716 34.1495293160725 34.3856372649083 
               5               18                8                6 
34.4773103637423 34.5510338493289 34.5599191853806 34.6215090925606 
               9                4                1                3 
34.6825900921786 34.7292156432173 34.7557886058459 34.8853525722859 
               7                2                8                5 
 34.905894833218 34.9798485076665 34.9876542233223 35.1911630711603 
              10               16               15               10 
35.4125008450192 35.6443688730306 35.6781471018846 35.7301552545165 
               7               19                4                7 
35.7449223592073 35.7468184237066 35.8968515240313  36.387678009617 
              34                6                3                4 
36.4094065405693 36.4730569326726 36.6594990121683 36.7503894079288 
               3                1                6                4 
36.9804519381894 36.9805410090407 37.0774737571575 37.1573016602503 
               4               28               16                1 
37.1716343124512 37.1791901968117 37.4755130589314 37.8742981156256 
               6               20                5                4 
37.9510133748895 37.9895497830182 38.1046957472633  38.166913075857 
               1               32                1                3 
38.2604183186406 38.3493354015301 38.3640219621592  38.626680136459 
               1               16                1                7 
38.6333211917113 38.7854507278934 39.1383340627003 39.3253419802673 
               6                3                2                1 
39.3860700944188 39.5569855192986  39.650800316639 39.7294859976434 
               1               10               29                1 
39.7439249155834 39.8903210227148 39.9807029609859 40.0703193052088 
               2                4                4                7 
 40.225443870894 40.2402197620197 40.3061740399012 40.6668637395613 
               5                9                2               29 
40.8852887742997 40.8879972072538 41.0186680745838 41.0804939271371 
               9                9               13                5 
41.1143203641988 41.2368266744326 41.3761108730289 41.6216134148582 
               1                8                3                5 
41.6786586212184 41.7155870042537 41.7476606818554 41.7765102999811 
               2                3                4               10 
41.8002768295737 41.8636437373152 41.9473527124239 42.0081600154399 
               2                5                1               16 
42.0516785378314 42.6015596353328 43.3425742578148 43.6534131130732 
               6                7               14                1 
43.7698290491734 43.8212891191842 44.4606052897127 44.6344980660143 
              49                3                8               11 
44.9993718151663 45.0070076705931 45.0693818802681 45.1974243056504 
              10                3                7                6 
45.2540239329578 45.4025082641279 45.6358904410654 45.6666454999726 
               2                3                4               12 
45.6841615430509 45.9870376991534 46.2147674489184 46.8977037220644 
              10                3                6                1 
47.0515352612719 47.6885977276438 47.7784657339908 47.8897456836613 
               4                1                4                3 
48.0818130764915 48.1872472770778 48.3675281567474 48.6854660571647 
               5                1               10                5 
48.7246698594519  48.905674437126 49.0179617711873 49.3559967455771 
               6                1                1                9 
49.5198919643015 49.7119379791709 49.8246576549893 49.9549110148098 
              33               27                1                2 
50.2806675615076 50.6741738045365 50.8255862399299 51.1358742111051 
               3                4                8                4 
51.5022401819454 51.5322212317739 51.8734800575695 51.9309547846924 
               1                1               17                1 
52.0270516347023 52.1059135633624 52.6719204375323 52.6901121124397 
               5                2                5                1 
53.5955964139056 53.7601719146131 53.8976546873544 53.9536656638307 
               5                6                5                4 
54.0587668121273 54.0755905712826  54.088209713515 54.2447863691125 
               5                5               10               19 
54.4180763000625  54.646369899169 54.7160670802907 55.2254508981684 
               2                4                3               16 
55.3772845439249 55.5337262785371 55.7075156307396 55.7265835494405 
               5                1                1                2 
55.7962416527756 55.8785001480563 56.5211609940921 56.7883775261188 
               2                6               24               25 
56.8790193578989 57.2644464329878 58.1114834918337 59.2234279039249 
               5                6                1                3 
59.5899921264011 59.8757067550878 60.1198344620408 60.2213370938706 
              14                1                2                7 
60.7402373857352 60.7712285720352 60.7830228320878 61.2546084878263 
              18               10               14                1 
61.3074440047469 61.7238962339562 61.9256856480262  62.028180910251 
               4               12                1                3 
62.1973884023643 62.2198191085642  62.861820302334 63.1014035203869 
               2                7                2                3 
63.2865824308906 63.6655548852957 63.8120335527325  64.167990579816 
               5                4               13                1 
 64.227635829066 64.6136892656112 64.7514019804158 64.9177547548266 
               2                6               10                6 
64.9633210129687 65.1147017531644 65.8313160215232 66.1339646327021 
              10               23               16                8 
66.2370082977037  66.245751679459 67.0780249317658 67.4010333345931 
               1               11                9                2 
68.3800064913029 68.4406226061456 68.4774402184155   68.73728397383 
               7                9               10                1 
68.7706780467371 69.0214944825283 69.3042022860402 69.7122913063074 
               6                3                7                4 
69.7781923105371 70.1222679942346 70.2430706399851 70.7450691242304 
               1               12                4               11 
71.0207451801153 71.8918745515228 72.3698195352826 72.3705457238776 
               5                4               10                3 
72.9174823228845 73.0242968138905 73.0357173496358 73.3980806841427 
               2                2                5                2 
73.4334494984083 73.4925219533599 73.5234261906484 74.0478965635723 
               2                1                2                9 
74.5481798490277 74.6028804279502 75.0940978435304 75.3185062438724 
               4                1                3                1 
75.6603633358405 75.6877230094391 75.7052948894654 76.1600820679189 
               3                5                3               13 
76.2686290016492 77.1119591025439  77.451883824329 77.4544900938177 
               2                3               10                1 
77.4791094726393 77.5577707531828 78.2434797156246 78.5806817506137 
              25                8                8                8 
78.6396107335344 78.8236034844169 79.2891824390054 79.7738196607784 
               3                8                8                2 
79.8226590661008 80.0734671526167 80.2094965259836 80.7191284467358 
               3                2                5                1 
80.7252817332512 80.7273058207529 80.9942868962686 81.2550931877088 
               2                6                3               10 
81.3107503063809 81.6918994639357 81.6966049381677 81.9707175793462 
               5                7                4                7 
82.2973973927025 82.6625822711522 82.7651229000658 83.1655107716417 
               6                2                7                2 
84.2217955925944  84.254959610758 84.7846185970346   85.11450307887 
               1                1               14               13 
85.2073181721086 85.5650911062886 85.8055639720931 85.9987471670688 
               2                8                3                8 
86.4320300352666  86.633901721251 87.3364543264018 87.3549079241839 
               5               10                6               11 
87.5984274836207  87.988895016331 88.0487602745851 88.5214102192579 
               3                5                5                3 
88.5783732288214 88.7789520760577 88.8896820284286 89.4216253486906 
              12                2                9                8 
89.4222404776534 89.6065711683977 90.1291825478192 90.2286008410198 
               4                2               19               18 
90.2509342530411 90.2573916963769 90.3588847190965 90.6432844946566 
               7                9                8               15 
90.8827146803167 90.9045064632893 91.6377620634131 91.7347742881738 
               4                6                1                1 
91.9375240653327  92.478354625765 93.4039635837721 93.4598656387415 
              24                6                6                8 
93.7234777763296 93.8282205389261 94.1425334845866 94.2197225417545 
               6               21               10                2 
94.5264645403062 94.6888350044263 95.8086312220136 96.2181535392516 
               3                8                8                9 
96.2970966486308 96.8380746705322 97.5119230413368  97.851399398689 
              15                3                6               13 
97.8698961661975 98.4723772677691 98.9376370330896 100.325826423459 
              15                4                7                2 
100.389964784191 100.693732968512 101.051517561212 101.632263143145 
               5                1                8                1 
 101.73561441283  102.06630088067 102.170023559981 102.280622781529 
               5                9                3                1 
102.339695140746 103.031366911481 103.537823608426 104.642537373646 
               1                4                3                2 
105.067983775036 105.587788648438 106.088223745224 106.760674108275 
              25                4                5               12 
106.799850812845 107.358794232862 107.394308197655 107.937239434921 
               8                2                4               22 
108.374517132638  108.52458339529 108.658009303258 108.683689175136 
               3               12                4               33 
108.727675328784 108.826470947363 109.072598461367 109.425818375397 
              10                2                1                2 
 109.71140770401 109.921522537914 109.986118770414 110.935374099711 
               2                6               13                3 
111.026267911121 111.124563648014 111.141033795541 111.216037658647 
               1                1                1               33 
111.623515730438 111.886741106407 112.365163420995 112.484401897632 
               1                3                4                4 
114.265978468507 114.959369622112 115.036281194151 115.655000969676 
               7                3                8                3 
115.726902064274 115.994690650263 115.997525321908 116.000288108496 
              10                8                2                9 
116.114576867551 116.133001312113 116.732131625204 116.775437939262 
              11               11                4                4 
116.830355649098  116.91163104949  117.18936518604 118.203549350327 
               1                6                1                3 
118.262287756898  118.43572286047 118.783478192498 118.911146460904 
               1               18                8               10 
118.967243907998 119.465982135977 119.576970525378 119.960259637541 
               6                9                2                4 
 120.22298391323 120.285225290601 120.527794411137  121.00890644986 
               1                1                1                1 
121.034815200167 122.361781738065 122.732260766645 124.181351722259 
               9                8                3                3 
124.496012652003 124.556348514227 126.118928178905 126.873727269906 
               2               23                2                4 
128.417186121982 128.548220007941 128.945966158735 129.284166378521 
              11                2               31                8 
129.626951172092 131.926336290618 132.064734634037 132.324841981112 
               1                1                6               10 
132.624235045512 132.873425511852 133.012415369128  133.21469215995 
               9               14                5                3 
133.602552567437 134.294735544933 135.646088121989 136.814086152441 
              12                3                7                3 
137.436393715655  137.52413673185  138.19534783156 139.971685508171 
               5                1                4               15 
141.635085876673 141.769803695867   142.2789209356 143.935828604192 
               3                4                1                2 
145.849031122589 145.950576803577 146.322399352226 147.920375687194 
               2                1                2               28 
147.946415345427 148.028141702689 149.521067048172 149.526884151795 
               6                8                4                2 
153.720599328742 153.727308630355 153.793226776354 154.031126514555 
               4                7               10               12 
154.346347436386 154.574926829203 155.053112819755 155.130148949705 
              10                9                4                3 
155.607159660986 155.730862065668 155.922614907702 156.445301952061 
               9               17               20                4 
156.984968226051 157.701287674341 158.104276239037  159.98068873047 
               1                4                1                3 
160.897381713676 160.984213949492 161.327818978072 161.702209195718 
               5                3               10                9 
163.256641668027 164.018513306997 168.107722659216 168.415311344288 
               2                5                1                3 
171.750350403875 171.811031212428 174.600575986851 174.875392332096 
               6                4                5                2 
174.932115745992 176.230280644122  176.76402432558 177.781891470339 
               3                5                1                2 
177.974130072271 178.560506724953 178.656451293448  178.98988245307 
               1                1                5                5 
179.067415444872  179.42944463706 180.037473544504 180.292988062369 
               5                8                3                4 
180.422999529764 180.548694954271 180.743962261306 182.575732764902 
               1                7                1                3 
182.734714803317  185.11882927146 186.145446580106 190.233133383453 
               2                3                9                9 
191.648620349259 196.400618205757 196.912130238043 197.548125171357 
               3                7               13               30 
197.562036978397 197.738273385157 199.847221071351 199.956030538218 
               3                6                4                2 
200.201938306643 201.248260899208 203.854827444785 205.065756343074 
               5               12                8                1 
206.097361247741 206.142785857401 206.909901846563 207.866532240015 
               2                2                1                5 
208.465713501151 212.620375448629 214.845180595147 215.764622819732 
              29                6                5                3 
217.092415139695 217.736388123636 218.032186076761 219.368356957084 
               1                2                1                3 
222.577275330387 227.711511442966 229.940547842026 230.493461726338 
              10                5                2               18 
233.802246439078 238.446012914691 240.834114704464 244.632842595563 
               8               18               17                2 
245.576692270449 248.818843766719 250.542498319085 250.951875810879 
               2                4                2               13 
254.186797910034 265.097654842392 267.431923054772 268.759868127014 
               1                4                5                9 
 273.55286718869 277.957810075606 280.023923850604 280.079740868252 
               2                9               15                1 
286.887096014699 287.136618336105 297.666827333865 307.749683086413 
               3                4                4                2 
313.271256593376 313.669481514743 316.692478297829 316.996461666023 
              10                3                4                7 
327.544111905759 346.479666977906 356.328013360752 358.166507130727 
               9               12                7                3 
358.494211729904 370.792434242264 381.534262131593 396.955677603488 
               5                1                5                2 
417.782372337628 561.022222365668 
               1                3 

model.data <- model.data %>% select(-c(WTANAL)) 

#One-hot encoding 

model.data <- model.data %>% relocate(MH_PPDPR2.numeric, .after = last_col())

model.data.dummy <- fastDummies::dummy_cols(model.data)

model.data.encoded <- model.data.dummy[, 18:95]

#DataExplorer::create_report(model.data.encoded)

model.data.encoded <- model.data.encoded %>% select(-c(contains("DK/BLANK")))

model.data.encoded <- model.data.encoded %>% select(-c(contains("BLANK")))

model.data.encoded <- model.data.encoded %>% select(-c(contains("NA")))

model.data.encoded <- model.data.encoded %>% select(-c(contains("SKIP")))

View(model.data.encoded)


prop.table(table(model.data.encoded$MH_PPDPR2.numeric))

        0         1 
0.4019422 0.5980578 

#Train the model 

set.seed(123)

#split the data sets 

parts <- createDataPartition(model.data.encoded$MH_PPDPR2.numeric, p = .8, list = F)
train <- model.data.encoded[parts, ]
test <- model.data.encoded[-parts, ]


xtrain <- train[, -1] 
ytrain <- train[, 1] 
xtest <- test[, -1]
ytest <- test[, 1]

xgb_train <- xgb.DMatrix(data = xtrain, label = ytrain)
xgb_test <- xgb.DMatrix(data = xtest, label = ytest)

#watchlist <- list(train = xgb_train, test = xgb_test)


#Train model ####

tree <- xgb.train(data = xgb_train, booster = "gbtree", objective = "binary:logistic",
                  nrounds = 10000)

Warning in check.deprecation(deprecated_train_params, match.call(), ...):
Passed invalid function arguments: booster. These should be passed as a list to
argument 'params'. Conversion from argument to 'params' entry will be done
automatically, but this behavior will become an error in a future version.

Warning in check.custom.obj(params, objective): Argument 'objective' is only
for custom objectives. For built-in objectives, pass the objective under
'params'. This warning will become an error in a future version.

#tree <- read_json("finalpramstree.json")

str(tree)

Class 'xgb.Booster'  hidden list of 1
 $ ptr:<externalptr> 
 - attr(*, "call")= language xgb.train(data = xgb_train, nrounds = 10000, objective = "binary:logistic",      booster = "gbtree")
 - attr(*, "params")=List of 4
  ..$ booster            : chr "gbtree"
  ..$ objective          : chr "binary:logistic"
  ..$ validate_parameters: logi TRUE
  ..$ seed               : int 1601813378

#Test Model Performance ####
  
y_pred <- predict(tree, as.matrix(xtest), type = "response") > 0.5
Metrics::f1(ytest, y_pred) #this is actually 0.83 

[1] 1

Metrics::accuracy(ytest, y_pred)

[1] 0.7735281

Metrics::recall(ytest, y_pred)

[1] 0.8165596

Metrics::precision(ytest, y_pred)

[1] 0.8090523

Metrics::auc(ytest, y_pred) #barely improves 

[1] 0.7624915

Metrics::rmse(ytest, y_pred)

[1] 0.4758906

#recalculate f1 as the harmonic mean of precision and recall 

2*(0.83*0.83)/(0.83 + 0.83) #f1 = 0.83 - 

[1] 0.83

xgb.save(tree, "finalpramstree.json")

[1] TRUE

#Onehot encoding did the trick! 

xgb.plot.tree(model = tree)

xgb.plot.multi.trees(model = tree)

#Crossvalidation ####
params <- list(
  objective = "binary:logistic",
  eval_metric = "auc",
  learning_rate = "0.3"
)

cv_results <- xgb.cv(
  params = params,
  data = xgb_train,
  nfold = 5,
  nrounds = 10000,
  early_stopping_rounds = 100,
  verbose = TRUE
)

Multiple eval metrics are present. Will use test_auc for early stopping.
Will train until test_auc hasn't improved in 100 rounds.

[1] train-auc:0.817877±0.002830 test-auc:0.795678±0.014509 
[2] train-auc:0.827670±0.004154 test-auc:0.801494±0.011273 
[3] train-auc:0.834786±0.003024 test-auc:0.805919±0.012837 
[4] train-auc:0.840309±0.002099 test-auc:0.808551±0.013046 
[5] train-auc:0.845986±0.001868 test-auc:0.811622±0.012126 
[6] train-auc:0.850723±0.002812 test-auc:0.812987±0.011868 
[7] train-auc:0.855202±0.003154 test-auc:0.813987±0.013202 
[8] train-auc:0.858212±0.003181 test-auc:0.815685±0.012608 
[9] train-auc:0.860837±0.002989 test-auc:0.816551±0.013388 
[10]    train-auc:0.863620±0.002335 test-auc:0.817737±0.013356 
[11]    train-auc:0.865642±0.002897 test-auc:0.818220±0.013074 
[12]    train-auc:0.867665±0.003002 test-auc:0.818868±0.012355 
[13]    train-auc:0.870241±0.002826 test-auc:0.819637±0.012683 
[14]    train-auc:0.872139±0.003121 test-auc:0.820234±0.012081 
[15]    train-auc:0.873513±0.003092 test-auc:0.820531±0.011435 
[16]    train-auc:0.874973±0.003519 test-auc:0.821285±0.011086 
[17]    train-auc:0.878077±0.003562 test-auc:0.822396±0.010499 
[18]    train-auc:0.880083±0.004221 test-auc:0.823015±0.010055 
[19]    train-auc:0.882615±0.005594 test-auc:0.824013±0.009035 
[20]    train-auc:0.884060±0.005404 test-auc:0.824325±0.008978 
[21]    train-auc:0.885773±0.005456 test-auc:0.825189±0.008980 
[22]    train-auc:0.887642±0.005855 test-auc:0.826019±0.008341 
[23]    train-auc:0.889161±0.005845 test-auc:0.826184±0.007970 
[24]    train-auc:0.890843±0.005763 test-auc:0.826977±0.008335 
[25]    train-auc:0.892734±0.005835 test-auc:0.827417±0.007803 
[26]    train-auc:0.894894±0.005939 test-auc:0.827715±0.006871 
[27]    train-auc:0.896494±0.005643 test-auc:0.828156±0.006725 
[28]    train-auc:0.898033±0.005379 test-auc:0.828683±0.006343 
[29]    train-auc:0.899864±0.005464 test-auc:0.828931±0.006045 
[30]    train-auc:0.901241±0.004869 test-auc:0.829456±0.006188 
[31]    train-auc:0.903339±0.004448 test-auc:0.829547±0.005817 
[32]    train-auc:0.905163±0.004652 test-auc:0.830019±0.005922 
[33]    train-auc:0.906656±0.004341 test-auc:0.830373±0.005798 
[34]    train-auc:0.908232±0.004369 test-auc:0.830320±0.006105 
[35]    train-auc:0.909798±0.004294 test-auc:0.831257±0.006262 
[36]    train-auc:0.911450±0.003819 test-auc:0.832061±0.006444 
[37]    train-auc:0.912925±0.003998 test-auc:0.832109±0.006557 
[38]    train-auc:0.914005±0.004016 test-auc:0.832101±0.006918 
[39]    train-auc:0.914937±0.004125 test-auc:0.832137±0.006666 
[40]    train-auc:0.916367±0.003904 test-auc:0.832744±0.006599 
[41]    train-auc:0.917488±0.003634 test-auc:0.833056±0.006543 
[42]    train-auc:0.918970±0.003724 test-auc:0.833212±0.005831 
[43]    train-auc:0.920251±0.003589 test-auc:0.833543±0.005379 
[44]    train-auc:0.921499±0.003805 test-auc:0.833546±0.005156 
[45]    train-auc:0.922564±0.004002 test-auc:0.833650±0.005120 
[46]    train-auc:0.923871±0.003930 test-auc:0.833558±0.004839 
[47]    train-auc:0.924956±0.004285 test-auc:0.833667±0.004441 
[48]    train-auc:0.926109±0.004184 test-auc:0.834098±0.004369 
[49]    train-auc:0.927589±0.003931 test-auc:0.834429±0.004531 
[50]    train-auc:0.928711±0.003716 test-auc:0.834942±0.004411 
[51]    train-auc:0.929382±0.003653 test-auc:0.835240±0.004360 
[52]    train-auc:0.930208±0.003752 test-auc:0.835421±0.004310 
[53]    train-auc:0.931229±0.003562 test-auc:0.835733±0.004329 
[54]    train-auc:0.932060±0.003595 test-auc:0.836154±0.003997 
[55]    train-auc:0.933008±0.003450 test-auc:0.836594±0.003974 
[56]    train-auc:0.933838±0.003292 test-auc:0.836655±0.003769 
[57]    train-auc:0.934745±0.003428 test-auc:0.836846±0.004009 
[58]    train-auc:0.935341±0.003507 test-auc:0.837019±0.003898 
[59]    train-auc:0.936142±0.003191 test-auc:0.837367±0.003697 
[60]    train-auc:0.937027±0.003605 test-auc:0.837703±0.003594 
[61]    train-auc:0.937701±0.003599 test-auc:0.837886±0.003398 
[62]    train-auc:0.938720±0.003647 test-auc:0.838288±0.002835 
[63]    train-auc:0.939684±0.003502 test-auc:0.838956±0.002543 
[64]    train-auc:0.940315±0.003493 test-auc:0.838897±0.002424 
[65]    train-auc:0.940865±0.003485 test-auc:0.839098±0.002323 
[66]    train-auc:0.941856±0.003520 test-auc:0.839688±0.002198 
[67]    train-auc:0.942484±0.003455 test-auc:0.839866±0.002597 
[68]    train-auc:0.943246±0.003363 test-auc:0.840203±0.002618 
[69]    train-auc:0.943970±0.003162 test-auc:0.840522±0.002622 
[70]    train-auc:0.944603±0.003023 test-auc:0.840908±0.002573 
[71]    train-auc:0.945198±0.003063 test-auc:0.841048±0.002280 
[72]    train-auc:0.945968±0.003100 test-auc:0.841567±0.002079 
[73]    train-auc:0.946582±0.003050 test-auc:0.841906±0.002028 
[74]    train-auc:0.947097±0.003170 test-auc:0.841982±0.001762 
[75]    train-auc:0.947713±0.002873 test-auc:0.841957±0.001757 
[76]    train-auc:0.948315±0.002840 test-auc:0.841987±0.001647 
[77]    train-auc:0.948968±0.002773 test-auc:0.842402±0.001692 
[78]    train-auc:0.949649±0.003096 test-auc:0.842540±0.001448 
[79]    train-auc:0.950706±0.002863 test-auc:0.842925±0.001357 
[80]    train-auc:0.951296±0.003231 test-auc:0.843218±0.001117 
[81]    train-auc:0.951903±0.003320 test-auc:0.843397±0.000908 
[82]    train-auc:0.952473±0.003023 test-auc:0.843790±0.000951 
[83]    train-auc:0.953137±0.003008 test-auc:0.844250±0.001175 
[84]    train-auc:0.953593±0.003078 test-auc:0.844240±0.001112 
[85]    train-auc:0.954120±0.003209 test-auc:0.844444±0.000995 
[86]    train-auc:0.954559±0.003271 test-auc:0.844440±0.001125 
[87]    train-auc:0.955194±0.003357 test-auc:0.844692±0.000835 
[88]    train-auc:0.955786±0.003148 test-auc:0.845049±0.000884 
[89]    train-auc:0.956149±0.003164 test-auc:0.845269±0.000761 
[90]    train-auc:0.956785±0.003354 test-auc:0.845520±0.000579 
[91]    train-auc:0.957353±0.003303 test-auc:0.845519±0.000572 
[92]    train-auc:0.957884±0.003235 test-auc:0.845932±0.000411 
[93]    train-auc:0.958331±0.003249 test-auc:0.846032±0.000377 
[94]    train-auc:0.958666±0.003295 test-auc:0.846342±0.000448 
[95]    train-auc:0.959014±0.003198 test-auc:0.846430±0.000347 
[96]    train-auc:0.959471±0.003301 test-auc:0.846454±0.000534 
[97]    train-auc:0.959867±0.003176 test-auc:0.846602±0.000463 
[98]    train-auc:0.960404±0.002940 test-auc:0.846727±0.000368 
[99]    train-auc:0.960875±0.003098 test-auc:0.846935±0.000547 
[100]   train-auc:0.961401±0.003075 test-auc:0.847149±0.000567 
[101]   train-auc:0.961718±0.002975 test-auc:0.847234±0.000803 
[102]   train-auc:0.962182±0.002801 test-auc:0.847493±0.001052 
[103]   train-auc:0.962640±0.002930 test-auc:0.847580±0.001059 
[104]   train-auc:0.962935±0.002931 test-auc:0.847826±0.001150 
[105]   train-auc:0.963249±0.003035 test-auc:0.847895±0.001141 
[106]   train-auc:0.963550±0.003156 test-auc:0.847972±0.000959 
[107]   train-auc:0.963917±0.002941 test-auc:0.848013±0.000937 
[108]   train-auc:0.964299±0.002834 test-auc:0.848119±0.000955 
[109]   train-auc:0.964731±0.002815 test-auc:0.848187±0.001080 
[110]   train-auc:0.965068±0.002764 test-auc:0.848310±0.001219 
[111]   train-auc:0.965410±0.002984 test-auc:0.848099±0.001091 
[112]   train-auc:0.965683±0.002989 test-auc:0.848176±0.001016 
[113]   train-auc:0.966022±0.003031 test-auc:0.848296±0.001071 
[114]   train-auc:0.966522±0.003082 test-auc:0.848255±0.001199 
[115]   train-auc:0.966865±0.003106 test-auc:0.848264±0.001116 
[116]   train-auc:0.967115±0.003126 test-auc:0.848164±0.001212 
[117]   train-auc:0.967382±0.003069 test-auc:0.848037±0.000928 
[118]   train-auc:0.967760±0.003056 test-auc:0.848282±0.001134 
[119]   train-auc:0.968036±0.003080 test-auc:0.848270±0.001117 
[120]   train-auc:0.968284±0.003023 test-auc:0.848466±0.001093 
[121]   train-auc:0.968713±0.002853 test-auc:0.848635±0.001055 
[122]   train-auc:0.969095±0.002777 test-auc:0.848743±0.001131 
[123]   train-auc:0.969468±0.002656 test-auc:0.848613±0.001320 
[124]   train-auc:0.969772±0.002650 test-auc:0.848721±0.001410 
[125]   train-auc:0.970107±0.002526 test-auc:0.849016±0.001379 
[126]   train-auc:0.970431±0.002517 test-auc:0.848943±0.001463 
[127]   train-auc:0.970713±0.002458 test-auc:0.849096±0.001542 
[128]   train-auc:0.971089±0.002452 test-auc:0.849194±0.001622 
[129]   train-auc:0.971405±0.002483 test-auc:0.849538±0.001571 
[130]   train-auc:0.971687±0.002490 test-auc:0.849516±0.001486 
[131]   train-auc:0.971977±0.002500 test-auc:0.849568±0.001578 
[132]   train-auc:0.972158±0.002502 test-auc:0.849432±0.001675 
[133]   train-auc:0.972351±0.002456 test-auc:0.849527±0.001741 
[134]   train-auc:0.972570±0.002404 test-auc:0.849625±0.001964 
[135]   train-auc:0.972778±0.002470 test-auc:0.849703±0.001921 
[136]   train-auc:0.973036±0.002651 test-auc:0.849740±0.002262 
[137]   train-auc:0.973363±0.002641 test-auc:0.849906±0.002174 
[138]   train-auc:0.973641±0.002688 test-auc:0.850026±0.002047 
[139]   train-auc:0.973815±0.002645 test-auc:0.850096±0.001825 
[140]   train-auc:0.974069±0.002617 test-auc:0.850265±0.001804 
[141]   train-auc:0.974229±0.002672 test-auc:0.850240±0.001766 
[142]   train-auc:0.974402±0.002666 test-auc:0.850253±0.001666 
[143]   train-auc:0.974668±0.002728 test-auc:0.850364±0.001605 
[144]   train-auc:0.974948±0.002627 test-auc:0.850349±0.001828 
[145]   train-auc:0.975181±0.002496 test-auc:0.850543±0.001794 
[146]   train-auc:0.975479±0.002525 test-auc:0.850502±0.001679 
[147]   train-auc:0.975709±0.002442 test-auc:0.850386±0.001868 
[148]   train-auc:0.975913±0.002470 test-auc:0.850497±0.001900 
[149]   train-auc:0.976079±0.002466 test-auc:0.850533±0.001997 
[150]   train-auc:0.976337±0.002419 test-auc:0.850806±0.002363 
[151]   train-auc:0.976742±0.002297 test-auc:0.851100±0.002351 
[152]   train-auc:0.976916±0.002227 test-auc:0.851039±0.002197 
[153]   train-auc:0.977099±0.002157 test-auc:0.851088±0.002239 
[154]   train-auc:0.977369±0.002231 test-auc:0.851067±0.002256 
[155]   train-auc:0.977607±0.002223 test-auc:0.851148±0.001867 
[156]   train-auc:0.977841±0.002222 test-auc:0.851176±0.001770 
[157]   train-auc:0.978134±0.002175 test-auc:0.851279±0.001767 
[158]   train-auc:0.978482±0.002045 test-auc:0.851416±0.001553 
[159]   train-auc:0.978643±0.002014 test-auc:0.851395±0.001441 
[160]   train-auc:0.978862±0.001911 test-auc:0.851317±0.001777 
[161]   train-auc:0.979064±0.001821 test-auc:0.851411±0.001652 
[162]   train-auc:0.979354±0.001704 test-auc:0.851481±0.001669 
[163]   train-auc:0.979537±0.001605 test-auc:0.851425±0.001872 
[164]   train-auc:0.979726±0.001555 test-auc:0.851506±0.001873 
[165]   train-auc:0.979895±0.001567 test-auc:0.851529±0.001914 
[166]   train-auc:0.980095±0.001594 test-auc:0.851544±0.002053 
[167]   train-auc:0.980251±0.001615 test-auc:0.851331±0.002119 
[168]   train-auc:0.980433±0.001562 test-auc:0.851561±0.002262 
[169]   train-auc:0.980624±0.001519 test-auc:0.851816±0.002367 
[170]   train-auc:0.980778±0.001468 test-auc:0.851759±0.002262 
[171]   train-auc:0.980971±0.001418 test-auc:0.851574±0.002451 
[172]   train-auc:0.981105±0.001352 test-auc:0.851581±0.002340 
[173]   train-auc:0.981276±0.001253 test-auc:0.851687±0.002610 
[174]   train-auc:0.981397±0.001232 test-auc:0.851833±0.002629 
[175]   train-auc:0.981530±0.001245 test-auc:0.851802±0.002689 
[176]   train-auc:0.981720±0.001224 test-auc:0.851847±0.002514 
[177]   train-auc:0.981866±0.001216 test-auc:0.851913±0.002486 
[178]   train-auc:0.982012±0.001167 test-auc:0.851927±0.002455 
[179]   train-auc:0.982168±0.001131 test-auc:0.851956±0.002388 
[180]   train-auc:0.982297±0.001159 test-auc:0.852093±0.002323 
[181]   train-auc:0.982465±0.001218 test-auc:0.852014±0.002426 
[182]   train-auc:0.982632±0.001235 test-auc:0.852128±0.002630 
[183]   train-auc:0.982791±0.001265 test-auc:0.852222±0.002648 
[184]   train-auc:0.982976±0.001255 test-auc:0.852174±0.002573 
[185]   train-auc:0.983092±0.001264 test-auc:0.852257±0.002557 
[186]   train-auc:0.983241±0.001273 test-auc:0.852326±0.002382 
[187]   train-auc:0.983349±0.001324 test-auc:0.852317±0.002341 
[188]   train-auc:0.983453±0.001352 test-auc:0.852377±0.002447 
[189]   train-auc:0.983537±0.001361 test-auc:0.852410±0.002491 
[190]   train-auc:0.983641±0.001381 test-auc:0.852534±0.002426 
[191]   train-auc:0.983788±0.001392 test-auc:0.852627±0.002307 
[192]   train-auc:0.983892±0.001350 test-auc:0.852350±0.002455 
[193]   train-auc:0.984024±0.001323 test-auc:0.852487±0.002342 
[194]   train-auc:0.984090±0.001302 test-auc:0.852508±0.002149 
[195]   train-auc:0.984192±0.001318 test-auc:0.852388±0.002228 
[196]   train-auc:0.984268±0.001302 test-auc:0.852192±0.002479 
[197]   train-auc:0.984342±0.001286 test-auc:0.852214±0.002479 
[198]   train-auc:0.984410±0.001296 test-auc:0.852194±0.002499 
[199]   train-auc:0.984508±0.001315 test-auc:0.852398±0.002577 
[200]   train-auc:0.984587±0.001336 test-auc:0.852350±0.002621 
[201]   train-auc:0.984721±0.001355 test-auc:0.852349±0.002631 
[202]   train-auc:0.984870±0.001301 test-auc:0.852208±0.002752 
[203]   train-auc:0.984963±0.001312 test-auc:0.852149±0.002771 
[204]   train-auc:0.985035±0.001353 test-auc:0.852074±0.002858 
[205]   train-auc:0.985064±0.001369 test-auc:0.852053±0.002854 
[206]   train-auc:0.985207±0.001402 test-auc:0.851952±0.002874 
[207]   train-auc:0.985268±0.001385 test-auc:0.851992±0.002893 
[208]   train-auc:0.985364±0.001399 test-auc:0.852000±0.002790 
[209]   train-auc:0.985419±0.001408 test-auc:0.852025±0.002679 
[210]   train-auc:0.985530±0.001359 test-auc:0.852058±0.002467 
[211]   train-auc:0.985659±0.001352 test-auc:0.852049±0.002576 
[212]   train-auc:0.985746±0.001336 test-auc:0.852162±0.002591 
[213]   train-auc:0.985861±0.001319 test-auc:0.852243±0.002581 
[214]   train-auc:0.985971±0.001374 test-auc:0.852312±0.002781 
[215]   train-auc:0.986060±0.001368 test-auc:0.852329±0.002807 
[216]   train-auc:0.986206±0.001411 test-auc:0.852402±0.002828 
[217]   train-auc:0.986308±0.001415 test-auc:0.852204±0.002858 
[218]   train-auc:0.986435±0.001311 test-auc:0.852189±0.002723 
[219]   train-auc:0.986515±0.001287 test-auc:0.852256±0.002795 
[220]   train-auc:0.986598±0.001301 test-auc:0.852331±0.002743 
[221]   train-auc:0.986646±0.001277 test-auc:0.852310±0.002769 
[222]   train-auc:0.986737±0.001293 test-auc:0.852369±0.002817 
[223]   train-auc:0.986807±0.001297 test-auc:0.852318±0.003020 
[224]   train-auc:0.986909±0.001253 test-auc:0.852342±0.003123 
[225]   train-auc:0.987031±0.001228 test-auc:0.852455±0.003153 
[226]   train-auc:0.987096±0.001186 test-auc:0.852282±0.003057 
[227]   train-auc:0.987239±0.001144 test-auc:0.852264±0.003025 
[228]   train-auc:0.987343±0.001108 test-auc:0.852375±0.003026 
[229]   train-auc:0.987488±0.001106 test-auc:0.852214±0.003094 
[230]   train-auc:0.987569±0.001091 test-auc:0.852285±0.002912 
[231]   train-auc:0.987664±0.001089 test-auc:0.852271±0.002888 
[232]   train-auc:0.987783±0.001053 test-auc:0.852430±0.003111 
[233]   train-auc:0.987883±0.001020 test-auc:0.852425±0.003265 
[234]   train-auc:0.987958±0.001037 test-auc:0.852472±0.003249 
[235]   train-auc:0.988052±0.001087 test-auc:0.852354±0.003409 
[236]   train-auc:0.988091±0.001080 test-auc:0.852334±0.003413 
[237]   train-auc:0.988208±0.001059 test-auc:0.852402±0.003613 
[238]   train-auc:0.988283±0.001064 test-auc:0.852467±0.003701 
[239]   train-auc:0.988357±0.001060 test-auc:0.852507±0.003614 
[240]   train-auc:0.988410±0.001045 test-auc:0.852479±0.003607 
[241]   train-auc:0.988478±0.000998 test-auc:0.852560±0.003648 
[242]   train-auc:0.988550±0.000966 test-auc:0.852598±0.003567 
[243]   train-auc:0.988607±0.000948 test-auc:0.852541±0.003697 
[244]   train-auc:0.988677±0.000913 test-auc:0.852576±0.003722 
[245]   train-auc:0.988749±0.000883 test-auc:0.852620±0.003718 
[246]   train-auc:0.988800±0.000876 test-auc:0.852691±0.003707 
[247]   train-auc:0.988861±0.000860 test-auc:0.852729±0.003884 
[248]   train-auc:0.988893±0.000864 test-auc:0.852708±0.003885 
[249]   train-auc:0.988979±0.000862 test-auc:0.852666±0.003872 
[250]   train-auc:0.989026±0.000842 test-auc:0.852554±0.003928 
[251]   train-auc:0.989106±0.000810 test-auc:0.852617±0.004053 
[252]   train-auc:0.989157±0.000806 test-auc:0.852554±0.004120 
[253]   train-auc:0.989222±0.000820 test-auc:0.852476±0.004321 
[254]   train-auc:0.989259±0.000793 test-auc:0.852381±0.004208 
[255]   train-auc:0.989291±0.000793 test-auc:0.852402±0.004272 
[256]   train-auc:0.989356±0.000800 test-auc:0.852410±0.004213 
[257]   train-auc:0.989407±0.000793 test-auc:0.852300±0.004184 
[258]   train-auc:0.989447±0.000775 test-auc:0.852241±0.004161 
[259]   train-auc:0.989474±0.000797 test-auc:0.852371±0.004102 
[260]   train-auc:0.989534±0.000821 test-auc:0.852300±0.004185 
[261]   train-auc:0.989588±0.000826 test-auc:0.852292±0.004264 
[262]   train-auc:0.989623±0.000819 test-auc:0.852268±0.004312 
[263]   train-auc:0.989709±0.000774 test-auc:0.852085±0.004424 
[264]   train-auc:0.989766±0.000770 test-auc:0.852081±0.004396 
[265]   train-auc:0.989859±0.000796 test-auc:0.852026±0.004555 
[266]   train-auc:0.989920±0.000795 test-auc:0.852023±0.004643 
[267]   train-auc:0.989953±0.000788 test-auc:0.851969±0.004654 
[268]   train-auc:0.990078±0.000778 test-auc:0.852051±0.004706 
[269]   train-auc:0.990123±0.000781 test-auc:0.852065±0.004679 
[270]   train-auc:0.990161±0.000791 test-auc:0.852213±0.004684 
[271]   train-auc:0.990189±0.000787 test-auc:0.852395±0.004595 
[272]   train-auc:0.990237±0.000742 test-auc:0.852319±0.004552 
[273]   train-auc:0.990315±0.000759 test-auc:0.852361±0.004621 
[274]   train-auc:0.990402±0.000739 test-auc:0.852398±0.004616 
[275]   train-auc:0.990480±0.000758 test-auc:0.852345±0.004626 
[276]   train-auc:0.990555±0.000744 test-auc:0.852476±0.004532 
[277]   train-auc:0.990627±0.000741 test-auc:0.852438±0.004557 
[278]   train-auc:0.990688±0.000766 test-auc:0.852390±0.004644 
[279]   train-auc:0.990776±0.000749 test-auc:0.852502±0.004677 
[280]   train-auc:0.990840±0.000711 test-auc:0.852514±0.004588 
[281]   train-auc:0.990906±0.000744 test-auc:0.852542±0.004751 
[282]   train-auc:0.990961±0.000763 test-auc:0.852523±0.004733 
[283]   train-auc:0.991010±0.000781 test-auc:0.852539±0.004754 
[284]   train-auc:0.991043±0.000757 test-auc:0.852379±0.004861 
[285]   train-auc:0.991092±0.000746 test-auc:0.852414±0.004796 
[286]   train-auc:0.991123±0.000727 test-auc:0.852315±0.004755 
[287]   train-auc:0.991182±0.000694 test-auc:0.852259±0.004834 
[288]   train-auc:0.991221±0.000697 test-auc:0.852227±0.004725 
[289]   train-auc:0.991277±0.000708 test-auc:0.852173±0.004783 
[290]   train-auc:0.991306±0.000699 test-auc:0.852194±0.004735 
[291]   train-auc:0.991345±0.000718 test-auc:0.852213±0.004730 
[292]   train-auc:0.991391±0.000689 test-auc:0.852228±0.004685 
[293]   train-auc:0.991421±0.000700 test-auc:0.852282±0.004700 
[294]   train-auc:0.991461±0.000717 test-auc:0.852204±0.004639 
[295]   train-auc:0.991510±0.000702 test-auc:0.852186±0.004657 
[296]   train-auc:0.991533±0.000696 test-auc:0.852189±0.004556 
[297]   train-auc:0.991580±0.000709 test-auc:0.852245±0.004469 
[298]   train-auc:0.991626±0.000735 test-auc:0.852115±0.004529 
[299]   train-auc:0.991697±0.000734 test-auc:0.852091±0.004584 
[300]   train-auc:0.991770±0.000741 test-auc:0.851972±0.004640 
[301]   train-auc:0.991816±0.000742 test-auc:0.851926±0.004576 
[302]   train-auc:0.991874±0.000767 test-auc:0.851946±0.004662 
[303]   train-auc:0.991929±0.000766 test-auc:0.851958±0.004691 
[304]   train-auc:0.991955±0.000758 test-auc:0.851904±0.004718 
[305]   train-auc:0.992003±0.000754 test-auc:0.851860±0.004709 
[306]   train-auc:0.992046±0.000762 test-auc:0.851879±0.004623 
[307]   train-auc:0.992096±0.000747 test-auc:0.851806±0.004566 
[308]   train-auc:0.992147±0.000768 test-auc:0.851812±0.004517 
[309]   train-auc:0.992185±0.000747 test-auc:0.851789±0.004543 
[310]   train-auc:0.992257±0.000723 test-auc:0.851678±0.004472 
[311]   train-auc:0.992284±0.000717 test-auc:0.851713±0.004371 
[312]   train-auc:0.992320±0.000716 test-auc:0.851629±0.004278 
[313]   train-auc:0.992390±0.000717 test-auc:0.851693±0.004336 
[314]   train-auc:0.992423±0.000723 test-auc:0.851645±0.004388 
[315]   train-auc:0.992477±0.000725 test-auc:0.851579±0.004579 
[316]   train-auc:0.992535±0.000698 test-auc:0.851649±0.004462 
[317]   train-auc:0.992604±0.000706 test-auc:0.851626±0.004314 
[318]   train-auc:0.992643±0.000694 test-auc:0.851634±0.004319 
[319]   train-auc:0.992679±0.000691 test-auc:0.851635±0.004422 
[320]   train-auc:0.992722±0.000673 test-auc:0.851643±0.004503 
[321]   train-auc:0.992760±0.000680 test-auc:0.851641±0.004396 
[322]   train-auc:0.992793±0.000667 test-auc:0.851688±0.004332 
[323]   train-auc:0.992864±0.000704 test-auc:0.851664±0.004440 
[324]   train-auc:0.992909±0.000722 test-auc:0.851515±0.004513 
[325]   train-auc:0.992939±0.000735 test-auc:0.851583±0.004550 
[326]   train-auc:0.992997±0.000739 test-auc:0.851619±0.004611 
[327]   train-auc:0.993047±0.000739 test-auc:0.851683±0.004623 
[328]   train-auc:0.993119±0.000659 test-auc:0.851691±0.004723 
[329]   train-auc:0.993157±0.000681 test-auc:0.851781±0.004801 
[330]   train-auc:0.993199±0.000670 test-auc:0.851715±0.004893 
[331]   train-auc:0.993235±0.000672 test-auc:0.851702±0.004952 
[332]   train-auc:0.993291±0.000671 test-auc:0.851641±0.004913 
[333]   train-auc:0.993331±0.000674 test-auc:0.851700±0.004840 
[334]   train-auc:0.993364±0.000669 test-auc:0.851761±0.004912 
[335]   train-auc:0.993407±0.000652 test-auc:0.851876±0.004883 
[336]   train-auc:0.993421±0.000644 test-auc:0.851853±0.004876 
[337]   train-auc:0.993459±0.000671 test-auc:0.851790±0.004871 
[338]   train-auc:0.993487±0.000661 test-auc:0.851807±0.004865 
[339]   train-auc:0.993511±0.000656 test-auc:0.851766±0.004906 
[340]   train-auc:0.993542±0.000631 test-auc:0.851779±0.005020 
[341]   train-auc:0.993589±0.000600 test-auc:0.851850±0.004985 
[342]   train-auc:0.993606±0.000591 test-auc:0.851817±0.004926 
[343]   train-auc:0.993653±0.000567 test-auc:0.851662±0.004966 
[344]   train-auc:0.993692±0.000545 test-auc:0.851753±0.004919 
[345]   train-auc:0.993726±0.000552 test-auc:0.851781±0.004874 
[346]   train-auc:0.993751±0.000551 test-auc:0.851728±0.004870 
Stopping. Best iteration:
[347]   train-auc:0.993774±0.000563 test-auc:0.851732±0.004863

[347]   train-auc:0.993774±0.000563 test-auc:0.851732±0.004863 

#Extract best number of rounds 
iterations <- cv_results$evaluation_log$iter

length(iterations)

[1] 347

#train with best validated parameters 
final_model <- xgb.train(
  params = params,
  data = xgb_train,
  nrounds = 347
)

#Grid search for hyperparameter tuning 
search_grid <- expand.grid(
  max_depth = c(3, 6),
  eta = c(0.01, 0.3),
  colsample_bytree = c(0.5, 0.7)
)

best_auc <- 0
best_params <- list()

for (i in 1:nrow(search_grid)) {
  params <- list(
    objective = "binary:logistic",
    eval_metric = "auc",
    max_depth = search_grid$max_depth[i],
    eta = search_grid$eta[i],
    colsample_bytree = search_grid$colsample_bytree[i]
  )
  
  cv_results <- xgb.cv(
    params = params,
    data = xgb_train,
    nfold = 5,
    nrounds = 10000,
    early_stopping_rounds = 100,
    verbose = TRUE
  )
  
  mean_auc <- max(cv_results$evaluation_log$test_auc_mean)
  
  if (mean_auc > best_auc) {
    best_auc <- mean_auc
    best_params <- params
    best_nrounds <- cv_results$evaluation_log$iter
  }
}

Multiple eval metrics are present. Will use test_auc for early stopping.
Will train until test_auc hasn't improved in 100 rounds.

[1] train-auc:0.786937±0.002794 test-auc:0.783089±0.010779 
[2] train-auc:0.794161±0.002776 test-auc:0.787807±0.008021 
[3] train-auc:0.795386±0.002272 test-auc:0.787848±0.009663 
[4] train-auc:0.796790±0.002409 test-auc:0.790491±0.010457 
[5] train-auc:0.796889±0.002811 test-auc:0.790271±0.011823 
[6] train-auc:0.798945±0.002681 test-auc:0.790956±0.012166 
[7] train-auc:0.799652±0.002748 test-auc:0.791242±0.012297 
[8] train-auc:0.799326±0.002743 test-auc:0.790843±0.012040 
[9] train-auc:0.798836±0.002507 test-auc:0.790082±0.012157 
[10]    train-auc:0.799263±0.002824 test-auc:0.790453±0.011160 
[11]    train-auc:0.799162±0.003033 test-auc:0.790498±0.011160 
[12]    train-auc:0.799666±0.003214 test-auc:0.790963±0.010311 
[13]    train-auc:0.800407±0.003001 test-auc:0.791009±0.010775 
[14]    train-auc:0.800221±0.003061 test-auc:0.791272±0.011306 
[15]    train-auc:0.800372±0.002994 test-auc:0.791366±0.011302 
[16]    train-auc:0.800580±0.002929 test-auc:0.791531±0.011277 
[17]    train-auc:0.800686±0.003252 test-auc:0.791714±0.011109 
[18]    train-auc:0.801269±0.003239 test-auc:0.791621±0.011118 
[19]    train-auc:0.801048±0.003314 test-auc:0.791659±0.011224 
[20]    train-auc:0.800553±0.003321 test-auc:0.791260±0.011402 
[21]    train-auc:0.800755±0.003243 test-auc:0.791537±0.011423 
[22]    train-auc:0.800614±0.003234 test-auc:0.791325±0.011537 
[23]    train-auc:0.800779±0.003098 test-auc:0.791441±0.011532 
[24]    train-auc:0.800503±0.003122 test-auc:0.791288±0.011659 
[25]    train-auc:0.800599±0.003206 test-auc:0.791430±0.011701 
[26]    train-auc:0.800608±0.003149 test-auc:0.791505±0.011741 
[27]    train-auc:0.800714±0.003086 test-auc:0.791621±0.011775 
[28]    train-auc:0.801036±0.002993 test-auc:0.791756±0.011919 
[29]    train-auc:0.801204±0.003060 test-auc:0.791900±0.011879 
[30]    train-auc:0.801327±0.003253 test-auc:0.792112±0.011618 
[31]    train-auc:0.801321±0.003288 test-auc:0.792240±0.011792 
[32]    train-auc:0.801706±0.003284 test-auc:0.792414±0.011915 
[33]    train-auc:0.801955±0.003226 test-auc:0.792460±0.011816 
[34]    train-auc:0.801968±0.003202 test-auc:0.792628±0.011723 
[35]    train-auc:0.802330±0.003131 test-auc:0.792782±0.011779 
[36]    train-auc:0.802230±0.003169 test-auc:0.792787±0.011633 
[37]    train-auc:0.802254±0.003082 test-auc:0.792805±0.011695 
[38]    train-auc:0.802218±0.003125 test-auc:0.792815±0.011794 
[39]    train-auc:0.802257±0.003065 test-auc:0.792862±0.011799 
[40]    train-auc:0.802288±0.003008 test-auc:0.792866±0.011785 
[41]    train-auc:0.802301±0.002915 test-auc:0.792840±0.011869 
[42]    train-auc:0.802365±0.003087 test-auc:0.792961±0.011645 
[43]    train-auc:0.802389±0.003023 test-auc:0.792922±0.011626 
[44]    train-auc:0.802208±0.003036 test-auc:0.792799±0.011713 
[45]    train-auc:0.802210±0.002973 test-auc:0.792826±0.011780 
[46]    train-auc:0.802115±0.003036 test-auc:0.792820±0.011766 
[47]    train-auc:0.802189±0.003011 test-auc:0.792857±0.011836 
[48]    train-auc:0.802355±0.002934 test-auc:0.792970±0.011818 
[49]    train-auc:0.802381±0.003005 test-auc:0.793037±0.011777 
[50]    train-auc:0.802615±0.002926 test-auc:0.793151±0.011881 
[51]    train-auc:0.802663±0.002836 test-auc:0.793191±0.011941 
[52]    train-auc:0.802716±0.002767 test-auc:0.793261±0.011944 
[53]    train-auc:0.802734±0.002677 test-auc:0.793254±0.012008 
[54]    train-auc:0.802805±0.002618 test-auc:0.793334±0.012018 
[55]    train-auc:0.802835±0.002538 test-auc:0.793364±0.012064 
[56]    train-auc:0.802906±0.002463 test-auc:0.793370±0.012157 
[57]    train-auc:0.802843±0.002570 test-auc:0.793375±0.012126 
[58]    train-auc:0.802849±0.002520 test-auc:0.793386±0.012160 
[59]    train-auc:0.803057±0.002554 test-auc:0.793524±0.012208 
[60]    train-auc:0.803053±0.002521 test-auc:0.793603±0.012203 
[61]    train-auc:0.803212±0.002463 test-auc:0.793664±0.012195 
[62]    train-auc:0.803329±0.002521 test-auc:0.793669±0.012385 
[63]    train-auc:0.803320±0.002605 test-auc:0.793683±0.012197 
[64]    train-auc:0.803442±0.002551 test-auc:0.793782±0.012225 
[65]    train-auc:0.803532±0.002556 test-auc:0.793838±0.012272 
[66]    train-auc:0.803587±0.002500 test-auc:0.793879±0.012354 
[67]    train-auc:0.803729±0.002516 test-auc:0.794098±0.012379 
[68]    train-auc:0.803899±0.002571 test-auc:0.794166±0.012365 
[69]    train-auc:0.803902±0.002527 test-auc:0.794235±0.012451 
[70]    train-auc:0.803938±0.002511 test-auc:0.794318±0.012503 
[71]    train-auc:0.804088±0.002512 test-auc:0.794358±0.012537 
[72]    train-auc:0.804034±0.002552 test-auc:0.794265±0.012493 
[73]    train-auc:0.804073±0.002589 test-auc:0.794268±0.012469 
[74]    train-auc:0.804211±0.002569 test-auc:0.794358±0.012535 
[75]    train-auc:0.804329±0.002497 test-auc:0.794386±0.012711 
[76]    train-auc:0.804339±0.002525 test-auc:0.794302±0.012694 
[77]    train-auc:0.804424±0.002520 test-auc:0.794370±0.012783 
[78]    train-auc:0.804575±0.002534 test-auc:0.794398±0.012892 
[79]    train-auc:0.804574±0.002504 test-auc:0.794345±0.012838 
[80]    train-auc:0.804675±0.002477 test-auc:0.794370±0.012948 
[81]    train-auc:0.804674±0.002459 test-auc:0.794421±0.013023 
[82]    train-auc:0.804646±0.002527 test-auc:0.794405±0.012991 
[83]    train-auc:0.804585±0.002591 test-auc:0.794378±0.012922 
[84]    train-auc:0.804683±0.002532 test-auc:0.794459±0.013058 
[85]    train-auc:0.804760±0.002550 test-auc:0.794441±0.013056 
[86]    train-auc:0.804722±0.002563 test-auc:0.794397±0.012994 
[87]    train-auc:0.804728±0.002525 test-auc:0.794455±0.013041 
[88]    train-auc:0.804775±0.002554 test-auc:0.794496±0.012912 
[89]    train-auc:0.804838±0.002509 test-auc:0.794536±0.012887 
[90]    train-auc:0.804841±0.002483 test-auc:0.794592±0.012909 
[91]    train-auc:0.804917±0.002462 test-auc:0.794652±0.012938 
[92]    train-auc:0.804994±0.002455 test-auc:0.794744±0.012848 
[93]    train-auc:0.804989±0.002475 test-auc:0.794662±0.012762 
[94]    train-auc:0.804993±0.002444 test-auc:0.794682±0.012816 
[95]    train-auc:0.804986±0.002419 test-auc:0.794685±0.012859 
[96]    train-auc:0.805021±0.002392 test-auc:0.794747±0.012838 
[97]    train-auc:0.804993±0.002405 test-auc:0.794694±0.012787 
[98]    train-auc:0.805004±0.002389 test-auc:0.794726±0.012788 
[99]    train-auc:0.805120±0.002377 test-auc:0.794865±0.012859 
[100]   train-auc:0.805168±0.002365 test-auc:0.794891±0.012881 
[101]   train-auc:0.805190±0.002375 test-auc:0.794898±0.012913 
[102]   train-auc:0.805172±0.002355 test-auc:0.794885±0.012923 
[103]   train-auc:0.805206±0.002337 test-auc:0.794882±0.013002 
[104]   train-auc:0.805264±0.002325 test-auc:0.794888±0.013023 
[105]   train-auc:0.805316±0.002332 test-auc:0.794947±0.013072 
[106]   train-auc:0.805323±0.002349 test-auc:0.794950±0.013048 
[107]   train-auc:0.805379±0.002356 test-auc:0.795027±0.013023 
[108]   train-auc:0.805454±0.002344 test-auc:0.795115±0.012999 
[109]   train-auc:0.805456±0.002319 test-auc:0.795173±0.013006 
[110]   train-auc:0.805499±0.002331 test-auc:0.795222±0.013003 
[111]   train-auc:0.805488±0.002341 test-auc:0.795258±0.013014 
[112]   train-auc:0.805526±0.002351 test-auc:0.795297±0.013027 
[113]   train-auc:0.805551±0.002338 test-auc:0.795412±0.013042 
[114]   train-auc:0.805577±0.002333 test-auc:0.795453±0.013008 
[115]   train-auc:0.805581±0.002343 test-auc:0.795458±0.012993 
[116]   train-auc:0.805626±0.002335 test-auc:0.795519±0.012967 
[117]   train-auc:0.805711±0.002373 test-auc:0.795605±0.013000 
[118]   train-auc:0.805700±0.002338 test-auc:0.795671±0.013023 
[119]   train-auc:0.805701±0.002325 test-auc:0.795696±0.013021 
[120]   train-auc:0.805764±0.002339 test-auc:0.795742±0.012980 
[121]   train-auc:0.805852±0.002333 test-auc:0.795879±0.012976 
[122]   train-auc:0.805915±0.002333 test-auc:0.795887±0.013026 
[123]   train-auc:0.805964±0.002330 test-auc:0.795859±0.013028 
[124]   train-auc:0.805969±0.002359 test-auc:0.795877±0.013032 
[125]   train-auc:0.805976±0.002356 test-auc:0.795903±0.013027 
[126]   train-auc:0.806006±0.002361 test-auc:0.795897±0.013070 
[127]   train-auc:0.806029±0.002370 test-auc:0.795849±0.013053 
[128]   train-auc:0.806026±0.002360 test-auc:0.795868±0.013075 
[129]   train-auc:0.806034±0.002375 test-auc:0.795852±0.013028 
[130]   train-auc:0.806057±0.002424 test-auc:0.795888±0.013016 
[131]   train-auc:0.806058±0.002437 test-auc:0.795935±0.013017 
[132]   train-auc:0.806080±0.002437 test-auc:0.795961±0.013010 
[133]   train-auc:0.806093±0.002449 test-auc:0.795962±0.013037 
[134]   train-auc:0.806165±0.002468 test-auc:0.795991±0.012982 
[135]   train-auc:0.806178±0.002438 test-auc:0.795979±0.012964 
[136]   train-auc:0.806176±0.002437 test-auc:0.796015±0.012909 
[137]   train-auc:0.806249±0.002437 test-auc:0.796014±0.012960 
[138]   train-auc:0.806277±0.002424 test-auc:0.796011±0.012967 
[139]   train-auc:0.806364±0.002379 test-auc:0.796088±0.013019 
[140]   train-auc:0.806363±0.002386 test-auc:0.796105±0.013016 
[141]   train-auc:0.806489±0.002400 test-auc:0.796180±0.012972 
[142]   train-auc:0.806495±0.002408 test-auc:0.796155±0.012934 
[143]   train-auc:0.806550±0.002399 test-auc:0.796187±0.012896 
[144]   train-auc:0.806576±0.002424 test-auc:0.796231±0.012908 
[145]   train-auc:0.806636±0.002413 test-auc:0.796261±0.012910 
[146]   train-auc:0.806669±0.002436 test-auc:0.796230±0.012920 
[147]   train-auc:0.806655±0.002454 test-auc:0.796256±0.012907 
[148]   train-auc:0.806705±0.002450 test-auc:0.796282±0.012927 
[149]   train-auc:0.806693±0.002473 test-auc:0.796285±0.012893 
[150]   train-auc:0.806720±0.002482 test-auc:0.796302±0.012847 
[151]   train-auc:0.806736±0.002466 test-auc:0.796311±0.012881 
[152]   train-auc:0.806755±0.002472 test-auc:0.796299±0.012882 
[153]   train-auc:0.806786±0.002478 test-auc:0.796322±0.012830 
[154]   train-auc:0.806906±0.002512 test-auc:0.796433±0.012889 
[155]   train-auc:0.806926±0.002516 test-auc:0.796386±0.012872 
[156]   train-auc:0.806952±0.002520 test-auc:0.796410±0.012918 
[157]   train-auc:0.807053±0.002500 test-auc:0.796483±0.012949 
[158]   train-auc:0.807091±0.002504 test-auc:0.796541±0.012922 
[159]   train-auc:0.807121±0.002512 test-auc:0.796555±0.012926 
[160]   train-auc:0.807149±0.002493 test-auc:0.796557±0.012913 
[161]   train-auc:0.807150±0.002493 test-auc:0.796558±0.012898 
[162]   train-auc:0.807193±0.002495 test-auc:0.796621±0.012842 
[163]   train-auc:0.807246±0.002509 test-auc:0.796630±0.012856 
[164]   train-auc:0.807291±0.002511 test-auc:0.796648±0.012866 
[165]   train-auc:0.807385±0.002520 test-auc:0.796729±0.012853 
[166]   train-auc:0.807425±0.002524 test-auc:0.796711±0.012808 
[167]   train-auc:0.807472±0.002547 test-auc:0.796760±0.012790 
[168]   train-auc:0.807540±0.002549 test-auc:0.796808±0.012804 
[169]   train-auc:0.807584±0.002568 test-auc:0.796848±0.012825 
[170]   train-auc:0.807628±0.002569 test-auc:0.796804±0.012769 
[171]   train-auc:0.807641±0.002551 test-auc:0.796805±0.012741 
[172]   train-auc:0.807690±0.002569 test-auc:0.796844±0.012784 
[173]   train-auc:0.807714±0.002587 test-auc:0.796918±0.012743 
[174]   train-auc:0.807726±0.002565 test-auc:0.796905±0.012713 
[175]   train-auc:0.807794±0.002563 test-auc:0.796873±0.012723 
[176]   train-auc:0.807864±0.002555 test-auc:0.796919±0.012738 
[177]   train-auc:0.807953±0.002555 test-auc:0.797012±0.012745 
[178]   train-auc:0.807965±0.002543 test-auc:0.797007±0.012714 
[179]   train-auc:0.808000±0.002555 test-auc:0.797043±0.012730 
[180]   train-auc:0.807983±0.002535 test-auc:0.797041±0.012724 
[181]   train-auc:0.808013±0.002524 test-auc:0.797056±0.012759 
[182]   train-auc:0.808043±0.002551 test-auc:0.797062±0.012779 
[183]   train-auc:0.808071±0.002559 test-auc:0.797080±0.012730 
[184]   train-auc:0.808117±0.002585 test-auc:0.797094±0.012765 
[185]   train-auc:0.808161±0.002608 test-auc:0.797111±0.012781 
[186]   train-auc:0.808242±0.002646 test-auc:0.797159±0.012755 
[187]   train-auc:0.808281±0.002659 test-auc:0.797224±0.012744 
[188]   train-auc:0.808311±0.002658 test-auc:0.797232±0.012758 
[189]   train-auc:0.808360±0.002658 test-auc:0.797286±0.012800 
[190]   train-auc:0.808399±0.002658 test-auc:0.797279±0.012837 
[191]   train-auc:0.808415±0.002675 test-auc:0.797258±0.012853 
[192]   train-auc:0.808443±0.002693 test-auc:0.797294±0.012816 
[193]   train-auc:0.808471±0.002694 test-auc:0.797298±0.012735 
[194]   train-auc:0.808497±0.002709 test-auc:0.797292±0.012720 
[195]   train-auc:0.808522±0.002709 test-auc:0.797353±0.012677 
[196]   train-auc:0.808561±0.002715 test-auc:0.797356±0.012664 
[197]   train-auc:0.808593±0.002731 test-auc:0.797421±0.012671 
[198]   train-auc:0.808645±0.002753 test-auc:0.797471±0.012682 
[199]   train-auc:0.808674±0.002756 test-auc:0.797532±0.012662 
[200]   train-auc:0.808741±0.002768 test-auc:0.797553±0.012705 
[201]   train-auc:0.808780±0.002786 test-auc:0.797573±0.012678 
[202]   train-auc:0.808892±0.002788 test-auc:0.797660±0.012719 
[203]   train-auc:0.808909±0.002794 test-auc:0.797697±0.012709 
[204]   train-auc:0.808938±0.002801 test-auc:0.797686±0.012699 
[205]   train-auc:0.808996±0.002823 test-auc:0.797711±0.012642 
[206]   train-auc:0.809015±0.002828 test-auc:0.797725±0.012670 
[207]   train-auc:0.809034±0.002835 test-auc:0.797785±0.012674 
[208]   train-auc:0.809080±0.002839 test-auc:0.797787±0.012709 
[209]   train-auc:0.809123±0.002848 test-auc:0.797829±0.012725 
[210]   train-auc:0.809165±0.002862 test-auc:0.797814±0.012726 
[211]   train-auc:0.809163±0.002865 test-auc:0.797829±0.012714 
[212]   train-auc:0.809214±0.002867 test-auc:0.797871±0.012722 
[213]   train-auc:0.809260±0.002856 test-auc:0.797888±0.012782 
[214]   train-auc:0.809295±0.002870 test-auc:0.797923±0.012792 
[215]   train-auc:0.809374±0.002869 test-auc:0.798017±0.012808 
[216]   train-auc:0.809406±0.002896 test-auc:0.798024±0.012829 
[217]   train-auc:0.809451±0.002926 test-auc:0.798070±0.012794 
[218]   train-auc:0.809494±0.002948 test-auc:0.798088±0.012811 
[219]   train-auc:0.809549±0.002950 test-auc:0.798099±0.012824 
[220]   train-auc:0.809621±0.002941 test-auc:0.798128±0.012834 
[221]   train-auc:0.809684±0.002952 test-auc:0.798129±0.012853 
[222]   train-auc:0.809715±0.002943 test-auc:0.798112±0.012823 
[223]   train-auc:0.809782±0.002941 test-auc:0.798135±0.012844 
[224]   train-auc:0.809812±0.002947 test-auc:0.798151±0.012875 
[225]   train-auc:0.809865±0.002956 test-auc:0.798210±0.012803 
[226]   train-auc:0.809865±0.002963 test-auc:0.798203±0.012799 
[227]   train-auc:0.809870±0.002960 test-auc:0.798216±0.012789 
[228]   train-auc:0.809890±0.002960 test-auc:0.798198±0.012828 
[229]   train-auc:0.809952±0.002984 test-auc:0.798221±0.012810 
[230]   train-auc:0.810002±0.003007 test-auc:0.798251±0.012800 
[231]   train-auc:0.810015±0.003006 test-auc:0.798248±0.012826 
[232]   train-auc:0.810082±0.003008 test-auc:0.798249±0.012829 
[233]   train-auc:0.810120±0.003014 test-auc:0.798300±0.012794 
[234]   train-auc:0.810173±0.003044 test-auc:0.798339±0.012794 
[235]   train-auc:0.810207±0.003036 test-auc:0.798378±0.012770 
[236]   train-auc:0.810232±0.003032 test-auc:0.798393±0.012741 
[237]   train-auc:0.810296±0.003049 test-auc:0.798439±0.012764 
[238]   train-auc:0.810307±0.003038 test-auc:0.798473±0.012737 
[239]   train-auc:0.810316±0.003044 test-auc:0.798484±0.012778 
[240]   train-auc:0.810320±0.003033 test-auc:0.798478±0.012741 
[241]   train-auc:0.810371±0.003041 test-auc:0.798501±0.012761 
[242]   train-auc:0.810418±0.003028 test-auc:0.798504±0.012778 
[243]   train-auc:0.810451±0.003028 test-auc:0.798512±0.012782 
[244]   train-auc:0.810481±0.003029 test-auc:0.798495±0.012811 
[245]   train-auc:0.810506±0.003040 test-auc:0.798515±0.012784 
[246]   train-auc:0.810518±0.003035 test-auc:0.798551±0.012790 
[247]   train-auc:0.810544±0.003038 test-auc:0.798554±0.012779 
[248]   train-auc:0.810576±0.003033 test-auc:0.798578±0.012748 
[249]   train-auc:0.810618±0.003037 test-auc:0.798601±0.012766 
[250]   train-auc:0.810628±0.003020 test-auc:0.798574±0.012778 
[251]   train-auc:0.810657±0.003031 test-auc:0.798579±0.012819 
[252]   train-auc:0.810686±0.003061 test-auc:0.798624±0.012818 
[253]   train-auc:0.810756±0.003059 test-auc:0.798655±0.012764 
[254]   train-auc:0.810782±0.003053 test-auc:0.798708±0.012807 
[255]   train-auc:0.810812±0.003050 test-auc:0.798733±0.012833 
[256]   train-auc:0.810863±0.003060 test-auc:0.798783±0.012834 
[257]   train-auc:0.810897±0.003061 test-auc:0.798809±0.012837 
[258]   train-auc:0.810920±0.003060 test-auc:0.798813±0.012839 
[259]   train-auc:0.810963±0.003053 test-auc:0.798834±0.012824 
[260]   train-auc:0.810990±0.003046 test-auc:0.798863±0.012847 
[261]   train-auc:0.811050±0.003052 test-auc:0.798879±0.012850 
[262]   train-auc:0.811069±0.003046 test-auc:0.798937±0.012856 
[263]   train-auc:0.811120±0.003049 test-auc:0.798964±0.012884 
[264]   train-auc:0.811186±0.003069 test-auc:0.799027±0.012875 
[265]   train-auc:0.811246±0.003060 test-auc:0.799059±0.012885 
[266]   train-auc:0.811259±0.003055 test-auc:0.799084±0.012898 
[267]   train-auc:0.811283±0.003046 test-auc:0.799111±0.012937 
[268]   train-auc:0.811353±0.003061 test-auc:0.799176±0.012962 
[269]   train-auc:0.811444±0.003078 test-auc:0.799218±0.012981 
[270]   train-auc:0.811525±0.003075 test-auc:0.799304±0.012974 
[271]   train-auc:0.811558±0.003090 test-auc:0.799329±0.012960 
[272]   train-auc:0.811618±0.003091 test-auc:0.799371±0.012942 
[273]   train-auc:0.811678±0.003076 test-auc:0.799392±0.012972 
[274]   train-auc:0.811738±0.003081 test-auc:0.799435±0.012970 
[275]   train-auc:0.811775±0.003075 test-auc:0.799468±0.012937 
[276]   train-auc:0.811814±0.003086 test-auc:0.799488±0.012952 
[277]   train-auc:0.811848±0.003082 test-auc:0.799479±0.012957 
[278]   train-auc:0.811893±0.003095 test-auc:0.799487±0.012997 
[279]   train-auc:0.811896±0.003098 test-auc:0.799472±0.013000 
[280]   train-auc:0.811916±0.003105 test-auc:0.799484±0.013023 
[281]   train-auc:0.811957±0.003110 test-auc:0.799515±0.013064 
[282]   train-auc:0.812002±0.003095 test-auc:0.799569±0.013113 
[283]   train-auc:0.812053±0.003112 test-auc:0.799592±0.013129 
[284]   train-auc:0.812080±0.003104 test-auc:0.799604±0.013115 
[285]   train-auc:0.812128±0.003122 test-auc:0.799622±0.013131 
[286]   train-auc:0.812159±0.003119 test-auc:0.799658±0.013143 
[287]   train-auc:0.812178±0.003116 test-auc:0.799647±0.013119 
[288]   train-auc:0.812227±0.003137 test-auc:0.799705±0.013107 
[289]   train-auc:0.812254±0.003145 test-auc:0.799727±0.013087 
[290]   train-auc:0.812311±0.003165 test-auc:0.799774±0.013079 
[291]   train-auc:0.812338±0.003165 test-auc:0.799815±0.013088 
[292]   train-auc:0.812357±0.003171 test-auc:0.799802±0.013093 
[293]   train-auc:0.812410±0.003161 test-auc:0.799847±0.013107 
[294]   train-auc:0.812430±0.003164 test-auc:0.799865±0.013097 
[295]   train-auc:0.812495±0.003169 test-auc:0.799884±0.013151 
[296]   train-auc:0.812545±0.003162 test-auc:0.799917±0.013157 
[297]   train-auc:0.812583±0.003167 test-auc:0.799933±0.013143 
[298]   train-auc:0.812659±0.003183 test-auc:0.800005±0.013117 
[299]   train-auc:0.812703±0.003181 test-auc:0.800020±0.013142 
[300]   train-auc:0.812729±0.003183 test-auc:0.800025±0.013139 
[301]   train-auc:0.812786±0.003190 test-auc:0.800059±0.013137 
[302]   train-auc:0.812818±0.003192 test-auc:0.800082±0.013128 
[303]   train-auc:0.812852±0.003196 test-auc:0.800066±0.013150 
[304]   train-auc:0.812891±0.003214 test-auc:0.800114±0.013146 
[305]   train-auc:0.812922±0.003213 test-auc:0.800118±0.013144 
[306]   train-auc:0.812957±0.003237 test-auc:0.800127±0.013153 
[307]   train-auc:0.813001±0.003233 test-auc:0.800168±0.013184 
[308]   train-auc:0.813031±0.003237 test-auc:0.800206±0.013214 
[309]   train-auc:0.813054±0.003225 test-auc:0.800221±0.013232 
[310]   train-auc:0.813118±0.003230 test-auc:0.800241±0.013242 
[311]   train-auc:0.813172±0.003223 test-auc:0.800284±0.013214 
[312]   train-auc:0.813229±0.003242 test-auc:0.800350±0.013198 
[313]   train-auc:0.813251±0.003237 test-auc:0.800374±0.013211 
[314]   train-auc:0.813294±0.003263 test-auc:0.800410±0.013194 
[315]   train-auc:0.813348±0.003258 test-auc:0.800448±0.013191 
[316]   train-auc:0.813377±0.003267 test-auc:0.800445±0.013213 
[317]   train-auc:0.813426±0.003257 test-auc:0.800486±0.013194 
[318]   train-auc:0.813451±0.003261 test-auc:0.800480±0.013207 
[319]   train-auc:0.813492±0.003269 test-auc:0.800480±0.013204 
[320]   train-auc:0.813505±0.003279 test-auc:0.800505±0.013222 
[321]   train-auc:0.813527±0.003279 test-auc:0.800516±0.013209 
[322]   train-auc:0.813574±0.003284 test-auc:0.800561±0.013214 
[323]   train-auc:0.813598±0.003273 test-auc:0.800569±0.013239 
[324]   train-auc:0.813659±0.003282 test-auc:0.800611±0.013252 
[325]   train-auc:0.813693±0.003282 test-auc:0.800609±0.013297 
[326]   train-auc:0.813754±0.003275 test-auc:0.800652±0.013317 
[327]   train-auc:0.813798±0.003273 test-auc:0.800659±0.013339 
[328]   train-auc:0.813813±0.003272 test-auc:0.800646±0.013362 
[329]   train-auc:0.813848±0.003272 test-auc:0.800662±0.013376 
[330]   train-auc:0.813861±0.003270 test-auc:0.800694±0.013397 
[331]   train-auc:0.813902±0.003272 test-auc:0.800725±0.013407 
[332]   train-auc:0.813933±0.003266 test-auc:0.800720±0.013391 
[333]   train-auc:0.813958±0.003272 test-auc:0.800749±0.013403 
[334]   train-auc:0.814005±0.003274 test-auc:0.800772±0.013425 
[335]   train-auc:0.814037±0.003276 test-auc:0.800793±0.013419 
[336]   train-auc:0.814062±0.003281 test-auc:0.800821±0.013395 
[337]   train-auc:0.814093±0.003290 test-auc:0.800841±0.013373 
[338]   train-auc:0.814146±0.003281 test-auc:0.800872±0.013384 
[339]   train-auc:0.814204±0.003292 test-auc:0.800930±0.013360 
[340]   train-auc:0.814218±0.003294 test-auc:0.800934±0.013375 
[341]   train-auc:0.814240±0.003299 test-auc:0.800949±0.013380 
[342]   train-auc:0.814265±0.003310 test-auc:0.800970±0.013393 
[343]   train-auc:0.814301±0.003307 test-auc:0.800994±0.013427 
[344]   train-auc:0.814329±0.003310 test-auc:0.801005±0.013409 
[345]   train-auc:0.814365±0.003310 test-auc:0.801012±0.013439 
[346]   train-auc:0.814386±0.003307 test-auc:0.801041±0.013442 
[347]   train-auc:0.814415±0.003297 test-auc:0.801039±0.013438 
[348]   train-auc:0.814446±0.003285 test-auc:0.801054±0.013467 
[349]   train-auc:0.814476±0.003282 test-auc:0.801076±0.013454 
[350]   train-auc:0.814512±0.003283 test-auc:0.801096±0.013473 
[351]   train-auc:0.814571±0.003285 test-auc:0.801117±0.013482 
[352]   train-auc:0.814619±0.003276 test-auc:0.801129±0.013487 
[353]   train-auc:0.814671±0.003295 test-auc:0.801146±0.013491 
[354]   train-auc:0.814695±0.003295 test-auc:0.801145±0.013500 
[355]   train-auc:0.814738±0.003300 test-auc:0.801153±0.013497 
[356]   train-auc:0.814770±0.003313 test-auc:0.801183±0.013480 
[357]   train-auc:0.814813±0.003313 test-auc:0.801224±0.013493 
[358]   train-auc:0.814839±0.003323 test-auc:0.801234±0.013466 
[359]   train-auc:0.814875±0.003334 test-auc:0.801225±0.013465 
[360]   train-auc:0.814913±0.003338 test-auc:0.801277±0.013460 
[361]   train-auc:0.814952±0.003334 test-auc:0.801303±0.013462 
[362]   train-auc:0.814984±0.003338 test-auc:0.801314±0.013458 
[363]   train-auc:0.815015±0.003341 test-auc:0.801347±0.013476 
[364]   train-auc:0.815052±0.003344 test-auc:0.801379±0.013491 
[365]   train-auc:0.815060±0.003341 test-auc:0.801370±0.013488 
[366]   train-auc:0.815084±0.003337 test-auc:0.801380±0.013488 
[367]   train-auc:0.815140±0.003351 test-auc:0.801423±0.013454 
[368]   train-auc:0.815162±0.003348 test-auc:0.801417±0.013454 
[369]   train-auc:0.815180±0.003359 test-auc:0.801425±0.013484 
[370]   train-auc:0.815205±0.003364 test-auc:0.801447±0.013462 
[371]   train-auc:0.815231±0.003350 test-auc:0.801456±0.013480 
[372]   train-auc:0.815259±0.003351 test-auc:0.801461±0.013472 
[373]   train-auc:0.815280±0.003353 test-auc:0.801469±0.013436 
[374]   train-auc:0.815314±0.003340 test-auc:0.801499±0.013444 
[375]   train-auc:0.815356±0.003353 test-auc:0.801501±0.013453 
[376]   train-auc:0.815377±0.003357 test-auc:0.801531±0.013443 
[377]   train-auc:0.815423±0.003355 test-auc:0.801560±0.013469 
[378]   train-auc:0.815465±0.003367 test-auc:0.801595±0.013448 
[379]   train-auc:0.815493±0.003363 test-auc:0.801601±0.013469 
[380]   train-auc:0.815511±0.003361 test-auc:0.801634±0.013478 
[381]   train-auc:0.815552±0.003359 test-auc:0.801661±0.013468 
[382]   train-auc:0.815569±0.003353 test-auc:0.801667±0.013469 
[383]   train-auc:0.815584±0.003355 test-auc:0.801689±0.013473 
[384]   train-auc:0.815621±0.003353 test-auc:0.801711±0.013480 
[385]   train-auc:0.815652±0.003359 test-auc:0.801701±0.013497 
[386]   train-auc:0.815664±0.003359 test-auc:0.801705±0.013469 
[387]   train-auc:0.815697±0.003363 test-auc:0.801727±0.013470 
[388]   train-auc:0.815737±0.003365 test-auc:0.801733±0.013482 
[389]   train-auc:0.815763±0.003364 test-auc:0.801739±0.013494 
[390]   train-auc:0.815782±0.003361 test-auc:0.801744±0.013487 
[391]   train-auc:0.815820±0.003384 test-auc:0.801778±0.013469 
[392]   train-auc:0.815841±0.003375 test-auc:0.801771±0.013486 
[393]   train-auc:0.815877±0.003376 test-auc:0.801797±0.013466 
[394]   train-auc:0.815919±0.003379 test-auc:0.801795±0.013496 
[395]   train-auc:0.815932±0.003384 test-auc:0.801778±0.013483 
[396]   train-auc:0.815951±0.003376 test-auc:0.801789±0.013481 
[397]   train-auc:0.815985±0.003377 test-auc:0.801807±0.013489 
[398]   train-auc:0.816014±0.003373 test-auc:0.801844±0.013498 
[399]   train-auc:0.816046±0.003370 test-auc:0.801873±0.013480 
[400]   train-auc:0.816070±0.003370 test-auc:0.801896±0.013492 
[401]   train-auc:0.816100±0.003375 test-auc:0.801919±0.013479 
[402]   train-auc:0.816107±0.003379 test-auc:0.801900±0.013490 
[403]   train-auc:0.816139±0.003382 test-auc:0.801924±0.013514 
[404]   train-auc:0.816157±0.003378 test-auc:0.801946±0.013527 
[405]   train-auc:0.816185±0.003385 test-auc:0.801955±0.013535 
[406]   train-auc:0.816200±0.003388 test-auc:0.801953±0.013535 
[407]   train-auc:0.816236±0.003384 test-auc:0.801972±0.013544 
[408]   train-auc:0.816259±0.003380 test-auc:0.801980±0.013564 
[409]   train-auc:0.816288±0.003377 test-auc:0.801988±0.013568 
[410]   train-auc:0.816298±0.003380 test-auc:0.801963±0.013585 
[411]   train-auc:0.816325±0.003385 test-auc:0.801980±0.013587 
[412]   train-auc:0.816347±0.003388 test-auc:0.801980±0.013589 
[413]   train-auc:0.816375±0.003396 test-auc:0.801999±0.013616 
[414]   train-auc:0.816395±0.003402 test-auc:0.802019±0.013605 
[415]   train-auc:0.816436±0.003408 test-auc:0.802046±0.013608 
[416]   train-auc:0.816462±0.003397 test-auc:0.802055±0.013639 
[417]   train-auc:0.816474±0.003403 test-auc:0.802047±0.013647 
[418]   train-auc:0.816485±0.003406 test-auc:0.802061±0.013645 
[419]   train-auc:0.816501±0.003401 test-auc:0.802071±0.013657 
[420]   train-auc:0.816516±0.003397 test-auc:0.802067±0.013660 
[421]   train-auc:0.816537±0.003396 test-auc:0.802091±0.013673 
[422]   train-auc:0.816543±0.003401 test-auc:0.802075±0.013667 
[423]   train-auc:0.816570±0.003396 test-auc:0.802103±0.013680 
[424]   train-auc:0.816602±0.003405 test-auc:0.802150±0.013671 
[425]   train-auc:0.816639±0.003414 test-auc:0.802180±0.013655 
[426]   train-auc:0.816667±0.003416 test-auc:0.802202±0.013637 
[427]   train-auc:0.816700±0.003417 test-auc:0.802235±0.013658 
[428]   train-auc:0.816729±0.003416 test-auc:0.802250±0.013661 
[429]   train-auc:0.816748±0.003413 test-auc:0.802246±0.013662 
[430]   train-auc:0.816778±0.003404 test-auc:0.802258±0.013676 
[431]   train-auc:0.816800±0.003407 test-auc:0.802247±0.013691 
[432]   train-auc:0.816840±0.003406 test-auc:0.802267±0.013696 
[433]   train-auc:0.816862±0.003403 test-auc:0.802289±0.013714 
[434]   train-auc:0.816887±0.003402 test-auc:0.802308±0.013699 
[435]   train-auc:0.816901±0.003405 test-auc:0.802311±0.013686 
[436]   train-auc:0.816919±0.003405 test-auc:0.802311±0.013703 
[437]   train-auc:0.816960±0.003410 test-auc:0.802336±0.013716 
[438]   train-auc:0.816968±0.003415 test-auc:0.802326±0.013716 
[439]   train-auc:0.817006±0.003400 test-auc:0.802350±0.013709 
[440]   train-auc:0.817030±0.003403 test-auc:0.802375±0.013724 
[441]   train-auc:0.817064±0.003411 test-auc:0.802381±0.013711 
[442]   train-auc:0.817089±0.003427 test-auc:0.802404±0.013720 
[443]   train-auc:0.817112±0.003431 test-auc:0.802394±0.013750 
[444]   train-auc:0.817140±0.003429 test-auc:0.802407±0.013761 
[445]   train-auc:0.817159±0.003436 test-auc:0.802432±0.013757 
[446]   train-auc:0.817173±0.003429 test-auc:0.802436±0.013760 
[447]   train-auc:0.817186±0.003426 test-auc:0.802471±0.013785 
[448]   train-auc:0.817222±0.003422 test-auc:0.802485±0.013791 
[449]   train-auc:0.817255±0.003418 test-auc:0.802497±0.013792 
[450]   train-auc:0.817272±0.003410 test-auc:0.802483±0.013800 
[451]   train-auc:0.817297±0.003413 test-auc:0.802502±0.013801 
[452]   train-auc:0.817333±0.003420 test-auc:0.802523±0.013821 
[453]   train-auc:0.817356±0.003409 test-auc:0.802526±0.013829 
[454]   train-auc:0.817391±0.003402 test-auc:0.802536±0.013833 
[455]   train-auc:0.817421±0.003421 test-auc:0.802549±0.013813 
[456]   train-auc:0.817451±0.003422 test-auc:0.802581±0.013832 
[457]   train-auc:0.817471±0.003421 test-auc:0.802585±0.013822 
[458]   train-auc:0.817505±0.003420 test-auc:0.802587±0.013819 
[459]   train-auc:0.817533±0.003416 test-auc:0.802583±0.013816 
[460]   train-auc:0.817549±0.003421 test-auc:0.802607±0.013816 
[461]   train-auc:0.817562±0.003420 test-auc:0.802609±0.013834 
[462]   train-auc:0.817598±0.003414 test-auc:0.802629±0.013816 
[463]   train-auc:0.817617±0.003405 test-auc:0.802651±0.013817 
[464]   train-auc:0.817657±0.003411 test-auc:0.802662±0.013818 
[465]   train-auc:0.817678±0.003411 test-auc:0.802687±0.013840 
[466]   train-auc:0.817691±0.003418 test-auc:0.802701±0.013822 
[467]   train-auc:0.817709±0.003421 test-auc:0.802709±0.013829 
[468]   train-auc:0.817722±0.003422 test-auc:0.802728±0.013792 
[469]   train-auc:0.817740±0.003406 test-auc:0.802745±0.013786 
[470]   train-auc:0.817779±0.003406 test-auc:0.802751±0.013787 
[471]   train-auc:0.817818±0.003410 test-auc:0.802781±0.013778 
[472]   train-auc:0.817830±0.003412 test-auc:0.802792±0.013759 
[473]   train-auc:0.817856±0.003415 test-auc:0.802804±0.013750 
[474]   train-auc:0.817880±0.003419 test-auc:0.802811±0.013765 
[475]   train-auc:0.817903±0.003430 test-auc:0.802832±0.013736 
[476]   train-auc:0.817920±0.003427 test-auc:0.802844±0.013721 
[477]   train-auc:0.817957±0.003427 test-auc:0.802873±0.013721 
[478]   train-auc:0.817982±0.003425 test-auc:0.802869±0.013718 
[479]   train-auc:0.817996±0.003432 test-auc:0.802870±0.013691 
[480]   train-auc:0.818031±0.003432 test-auc:0.802874±0.013687 
[481]   train-auc:0.818061±0.003430 test-auc:0.802899±0.013675 
[482]   train-auc:0.818099±0.003435 test-auc:0.802898±0.013667 
[483]   train-auc:0.818127±0.003441 test-auc:0.802898±0.013650 
[484]   train-auc:0.818169±0.003449 test-auc:0.802889±0.013662 
[485]   train-auc:0.818174±0.003454 test-auc:0.802886±0.013642 
[486]   train-auc:0.818199±0.003462 test-auc:0.802893±0.013658 
[487]   train-auc:0.818229±0.003465 test-auc:0.802886±0.013654 
[488]   train-auc:0.818249±0.003472 test-auc:0.802900±0.013655 
[489]   train-auc:0.818271±0.003468 test-auc:0.802913±0.013658 
[490]   train-auc:0.818308±0.003466 test-auc:0.802938±0.013653 
[491]   train-auc:0.818332±0.003468 test-auc:0.802936±0.013645 
[492]   train-auc:0.818345±0.003478 test-auc:0.802953±0.013626 
[493]   train-auc:0.818358±0.003473 test-auc:0.802971±0.013629 
[494]   train-auc:0.818388±0.003478 test-auc:0.803004±0.013642 
[495]   train-auc:0.818412±0.003484 test-auc:0.802997±0.013612 
[496]   train-auc:0.818433±0.003476 test-auc:0.802995±0.013626 
[497]   train-auc:0.818446±0.003474 test-auc:0.803007±0.013644 
[498]   train-auc:0.818483±0.003470 test-auc:0.803032±0.013634 
[499]   train-auc:0.818497±0.003467 test-auc:0.803035±0.013647 
[500]   train-auc:0.818526±0.003466 test-auc:0.803021±0.013673 
[501]   train-auc:0.818562±0.003459 test-auc:0.803019±0.013654 
[502]   train-auc:0.818571±0.003470 test-auc:0.803031±0.013645 
[503]   train-auc:0.818598±0.003476 test-auc:0.803037±0.013643 
[504]   train-auc:0.818615±0.003466 test-auc:0.803049±0.013631 
[505]   train-auc:0.818635±0.003474 test-auc:0.803047±0.013619 
[506]   train-auc:0.818656±0.003475 test-auc:0.803045±0.013605 
[507]   train-auc:0.818671±0.003479 test-auc:0.803036±0.013606 
[508]   train-auc:0.818706±0.003482 test-auc:0.803067±0.013629 
[509]   train-auc:0.818719±0.003478 test-auc:0.803077±0.013634 
[510]   train-auc:0.818755±0.003480 test-auc:0.803090±0.013630 
[511]   train-auc:0.818784±0.003472 test-auc:0.803069±0.013635 
[512]   train-auc:0.818804±0.003470 test-auc:0.803072±0.013625 
[513]   train-auc:0.818831±0.003469 test-auc:0.803073±0.013637 
[514]   train-auc:0.818857±0.003472 test-auc:0.803095±0.013622 
[515]   train-auc:0.818877±0.003477 test-auc:0.803098±0.013637 
[516]   train-auc:0.818905±0.003470 test-auc:0.803084±0.013641 
[517]   train-auc:0.818923±0.003472 test-auc:0.803072±0.013633 
[518]   train-auc:0.818931±0.003475 test-auc:0.803080±0.013621 
[519]   train-auc:0.818947±0.003472 test-auc:0.803072±0.013628 
[520]   train-auc:0.818963±0.003473 test-auc:0.803069±0.013601 
[521]   train-auc:0.818971±0.003472 test-auc:0.803073±0.013594 
[522]   train-auc:0.818985±0.003477 test-auc:0.803081±0.013597 
[523]   train-auc:0.819015±0.003474 test-auc:0.803099±0.013576 
[524]   train-auc:0.819045±0.003472 test-auc:0.803106±0.013571 
[525]   train-auc:0.819070±0.003467 test-auc:0.803110±0.013577 
[526]   train-auc:0.819086±0.003476 test-auc:0.803125±0.013579 
[527]   train-auc:0.819118±0.003477 test-auc:0.803130±0.013601 
[528]   train-auc:0.819141±0.003481 test-auc:0.803177±0.013586 
[529]   train-auc:0.819167±0.003501 test-auc:0.803165±0.013573 
[530]   train-auc:0.819210±0.003499 test-auc:0.803170±0.013566 
[531]   train-auc:0.819229±0.003488 test-auc:0.803172±0.013563 
[532]   train-auc:0.819247±0.003502 test-auc:0.803184±0.013548 
[533]   train-auc:0.819265±0.003510 test-auc:0.803170±0.013556 
[534]   train-auc:0.819290±0.003503 test-auc:0.803201±0.013557 
[535]   train-auc:0.819324±0.003498 test-auc:0.803184±0.013538 
[536]   train-auc:0.819356±0.003497 test-auc:0.803217±0.013543 
[537]   train-auc:0.819377±0.003493 test-auc:0.803210±0.013534 
[538]   train-auc:0.819398±0.003506 test-auc:0.803229±0.013531 
[539]   train-auc:0.819408±0.003508 test-auc:0.803239±0.013529 
[540]   train-auc:0.819430±0.003520 test-auc:0.803256±0.013491 
[541]   train-auc:0.819456±0.003532 test-auc:0.803287±0.013481 
[542]   train-auc:0.819461±0.003535 test-auc:0.803298±0.013471 
[543]   train-auc:0.819482±0.003528 test-auc:0.803309±0.013460 
[544]   train-auc:0.819497±0.003529 test-auc:0.803303±0.013462 
[545]   train-auc:0.819511±0.003529 test-auc:0.803316±0.013456 
[546]   train-auc:0.819528±0.003531 test-auc:0.803329±0.013465 
[547]   train-auc:0.819542±0.003533 test-auc:0.803339±0.013441 
[548]   train-auc:0.819555±0.003535 test-auc:0.803343±0.013456 
[549]   train-auc:0.819586±0.003541 test-auc:0.803345±0.013457 
[550]   train-auc:0.819631±0.003548 test-auc:0.803388±0.013445 
[551]   train-auc:0.819657±0.003560 test-auc:0.803396±0.013434 
[552]   train-auc:0.819682±0.003561 test-auc:0.803394±0.013426 
[553]   train-auc:0.819710±0.003581 test-auc:0.803426±0.013422 
[554]   train-auc:0.819722±0.003577 test-auc:0.803434±0.013416 
[555]   train-auc:0.819738±0.003579 test-auc:0.803445±0.013440 
[556]   train-auc:0.819766±0.003562 test-auc:0.803457±0.013461 
[557]   train-auc:0.819801±0.003571 test-auc:0.803450±0.013426 
[558]   train-auc:0.819835±0.003577 test-auc:0.803475±0.013412 
[559]   train-auc:0.819850±0.003581 test-auc:0.803483±0.013431 
[560]   train-auc:0.819862±0.003588 test-auc:0.803477±0.013441 
[561]   train-auc:0.819886±0.003599 test-auc:0.803461±0.013486 
[562]   train-auc:0.819901±0.003611 test-auc:0.803470±0.013489 
[563]   train-auc:0.819926±0.003607 test-auc:0.803480±0.013480 
[564]   train-auc:0.819950±0.003604 test-auc:0.803471±0.013473 
[565]   train-auc:0.819977±0.003608 test-auc:0.803493±0.013468 
[566]   train-auc:0.820008±0.003610 test-auc:0.803486±0.013476 
[567]   train-auc:0.820029±0.003620 test-auc:0.803490±0.013500 
[568]   train-auc:0.820049±0.003619 test-auc:0.803497±0.013490 
[569]   train-auc:0.820064±0.003622 test-auc:0.803477±0.013494 
[570]   train-auc:0.820083±0.003619 test-auc:0.803484±0.013485 
[571]   train-auc:0.820109±0.003611 test-auc:0.803487±0.013503 
[572]   train-auc:0.820124±0.003609 test-auc:0.803497±0.013509 
[573]   train-auc:0.820142±0.003607 test-auc:0.803504±0.013499 
[574]   train-auc:0.820166±0.003624 test-auc:0.803508±0.013508 
[575]   train-auc:0.820190±0.003623 test-auc:0.803500±0.013518 
[576]   train-auc:0.820216±0.003623 test-auc:0.803500±0.013528 
[577]   train-auc:0.820235±0.003625 test-auc:0.803504±0.013532 
[578]   train-auc:0.820262±0.003618 test-auc:0.803512±0.013545 
[579]   train-auc:0.820289±0.003620 test-auc:0.803544±0.013543 
[580]   train-auc:0.820311±0.003620 test-auc:0.803555±0.013540 
[581]   train-auc:0.820342±0.003617 test-auc:0.803581±0.013536 
[582]   train-auc:0.820354±0.003617 test-auc:0.803574±0.013535 
[583]   train-auc:0.820374±0.003621 test-auc:0.803563±0.013547 
[584]   train-auc:0.820397±0.003619 test-auc:0.803548±0.013541 
[585]   train-auc:0.820434±0.003628 test-auc:0.803574±0.013537 
[586]   train-auc:0.820464±0.003628 test-auc:0.803569±0.013552 
[587]   train-auc:0.820479±0.003628 test-auc:0.803571±0.013552 
[588]   train-auc:0.820494±0.003631 test-auc:0.803584±0.013558 
[589]   train-auc:0.820519±0.003616 test-auc:0.803602±0.013550 
[590]   train-auc:0.820532±0.003618 test-auc:0.803608±0.013524 
[591]   train-auc:0.820558±0.003613 test-auc:0.803617±0.013533 
[592]   train-auc:0.820572±0.003617 test-auc:0.803634±0.013521 
[593]   train-auc:0.820594±0.003617 test-auc:0.803647±0.013539 
[594]   train-auc:0.820630±0.003611 test-auc:0.803664±0.013535 
[595]   train-auc:0.820647±0.003602 test-auc:0.803663±0.013530 
[596]   train-auc:0.820672±0.003592 test-auc:0.803679±0.013544 
[597]   train-auc:0.820682±0.003597 test-auc:0.803693±0.013538 
[598]   train-auc:0.820700±0.003596 test-auc:0.803686±0.013538 
[599]   train-auc:0.820713±0.003600 test-auc:0.803687±0.013538 
[600]   train-auc:0.820746±0.003598 test-auc:0.803698±0.013533 
[601]   train-auc:0.820769±0.003595 test-auc:0.803692±0.013547 
[602]   train-auc:0.820790±0.003590 test-auc:0.803695±0.013570 
[603]   train-auc:0.820802±0.003592 test-auc:0.803699±0.013571 
[604]   train-auc:0.820811±0.003589 test-auc:0.803717±0.013554 
[605]   train-auc:0.820838±0.003579 test-auc:0.803729±0.013542 
[606]   train-auc:0.820868±0.003581 test-auc:0.803752±0.013562 
[607]   train-auc:0.820897±0.003584 test-auc:0.803761±0.013557 
[608]   train-auc:0.820913±0.003589 test-auc:0.803756±0.013562 
[609]   train-auc:0.820938±0.003607 test-auc:0.803775±0.013542 
[610]   train-auc:0.820970±0.003595 test-auc:0.803794±0.013559 
[611]   train-auc:0.820979±0.003600 test-auc:0.803789±0.013569 
[612]   train-auc:0.821018±0.003597 test-auc:0.803789±0.013575 
[613]   train-auc:0.821037±0.003599 test-auc:0.803797±0.013578 
[614]   train-auc:0.821063±0.003615 test-auc:0.803797±0.013569 
[615]   train-auc:0.821088±0.003604 test-auc:0.803806±0.013581 
[616]   train-auc:0.821122±0.003594 test-auc:0.803820±0.013577 
[617]   train-auc:0.821162±0.003604 test-auc:0.803835±0.013575 
[618]   train-auc:0.821197±0.003595 test-auc:0.803866±0.013578 
[619]   train-auc:0.821206±0.003594 test-auc:0.803868±0.013575 
[620]   train-auc:0.821226±0.003594 test-auc:0.803891±0.013565 
[621]   train-auc:0.821257±0.003588 test-auc:0.803891±0.013585 
[622]   train-auc:0.821291±0.003598 test-auc:0.803892±0.013605 
[623]   train-auc:0.821309±0.003590 test-auc:0.803898±0.013600 
[624]   train-auc:0.821344±0.003596 test-auc:0.803915±0.013588 
[625]   train-auc:0.821356±0.003602 test-auc:0.803913±0.013573 
[626]   train-auc:0.821382±0.003588 test-auc:0.803946±0.013576 
[627]   train-auc:0.821395±0.003587 test-auc:0.803954±0.013570 
[628]   train-auc:0.821441±0.003579 test-auc:0.803973±0.013576 
[629]   train-auc:0.821465±0.003583 test-auc:0.803989±0.013573 
[630]   train-auc:0.821489±0.003583 test-auc:0.804002±0.013587 
[631]   train-auc:0.821502±0.003592 test-auc:0.804004±0.013577 
[632]   train-auc:0.821510±0.003593 test-auc:0.804007±0.013571 
[633]   train-auc:0.821541±0.003597 test-auc:0.804019±0.013581 
[634]   train-auc:0.821543±0.003608 test-auc:0.804017±0.013570 
[635]   train-auc:0.821561±0.003612 test-auc:0.804021±0.013572 
[636]   train-auc:0.821568±0.003623 test-auc:0.804019±0.013564 
[637]   train-auc:0.821577±0.003628 test-auc:0.804035±0.013545 
[638]   train-auc:0.821596±0.003627 test-auc:0.804044±0.013545 
[639]   train-auc:0.821609±0.003629 test-auc:0.804042±0.013565 
[640]   train-auc:0.821630±0.003648 test-auc:0.804051±0.013558 
[641]   train-auc:0.821663±0.003653 test-auc:0.804078±0.013581 
[642]   train-auc:0.821683±0.003657 test-auc:0.804074±0.013592 
[643]   train-auc:0.821716±0.003647 test-auc:0.804078±0.013587 
[644]   train-auc:0.821741±0.003638 test-auc:0.804101±0.013582 
[645]   train-auc:0.821756±0.003636 test-auc:0.804103±0.013592 
[646]   train-auc:0.821784±0.003639 test-auc:0.804116±0.013591 
[647]   train-auc:0.821796±0.003646 test-auc:0.804133±0.013589 
[648]   train-auc:0.821813±0.003660 test-auc:0.804138±0.013589 
[649]   train-auc:0.821834±0.003659 test-auc:0.804150±0.013592 
[650]   train-auc:0.821844±0.003663 test-auc:0.804149±0.013584 
[651]   train-auc:0.821875±0.003675 test-auc:0.804170±0.013572 
[652]   train-auc:0.821897±0.003666 test-auc:0.804186±0.013586 
[653]   train-auc:0.821935±0.003673 test-auc:0.804202±0.013596 
[654]   train-auc:0.821959±0.003672 test-auc:0.804219±0.013608 
[655]   train-auc:0.821988±0.003667 test-auc:0.804231±0.013591 
[656]   train-auc:0.822002±0.003664 test-auc:0.804239±0.013583 
[657]   train-auc:0.822024±0.003666 test-auc:0.804253±0.013590 
[658]   train-auc:0.822049±0.003668 test-auc:0.804255±0.013580 
[659]   train-auc:0.822068±0.003676 test-auc:0.804265±0.013571 
[660]   train-auc:0.822102±0.003678 test-auc:0.804278±0.013573 
[661]   train-auc:0.822122±0.003676 test-auc:0.804290±0.013578 
[662]   train-auc:0.822141±0.003678 test-auc:0.804292±0.013586 
[663]   train-auc:0.822154±0.003678 test-auc:0.804302±0.013593 
[664]   train-auc:0.822171±0.003677 test-auc:0.804314±0.013594 
[665]   train-auc:0.822182±0.003678 test-auc:0.804326±0.013590 
[666]   train-auc:0.822206±0.003688 test-auc:0.804331±0.013565 
[667]   train-auc:0.822237±0.003675 test-auc:0.804341±0.013594 
[668]   train-auc:0.822252±0.003676 test-auc:0.804330±0.013596 
[669]   train-auc:0.822276±0.003683 test-auc:0.804343±0.013591 
[670]   train-auc:0.822293±0.003687 test-auc:0.804366±0.013575 
[671]   train-auc:0.822321±0.003679 test-auc:0.804378±0.013583 
[672]   train-auc:0.822342±0.003672 test-auc:0.804407±0.013588 
[673]   train-auc:0.822366±0.003663 test-auc:0.804438±0.013596 
[674]   train-auc:0.822390±0.003664 test-auc:0.804439±0.013599 
[675]   train-auc:0.822401±0.003668 test-auc:0.804433±0.013601 
[676]   train-auc:0.822425±0.003671 test-auc:0.804437±0.013590 
[677]   train-auc:0.822439±0.003669 test-auc:0.804457±0.013588 
[678]   train-auc:0.822449±0.003676 test-auc:0.804452±0.013573 
[679]   train-auc:0.822476±0.003665 test-auc:0.804477±0.013589 
[680]   train-auc:0.822493±0.003662 test-auc:0.804483±0.013590 
[681]   train-auc:0.822519±0.003665 test-auc:0.804510±0.013590 
[682]   train-auc:0.822545±0.003662 test-auc:0.804521±0.013611 
[683]   train-auc:0.822561±0.003665 test-auc:0.804509±0.013612 
[684]   train-auc:0.822569±0.003666 test-auc:0.804509±0.013615 
[685]   train-auc:0.822585±0.003670 test-auc:0.804499±0.013612 
[686]   train-auc:0.822606±0.003681 test-auc:0.804502±0.013606 
[687]   train-auc:0.822637±0.003681 test-auc:0.804527±0.013589 
[688]   train-auc:0.822653±0.003672 test-auc:0.804535±0.013587 
[689]   train-auc:0.822678±0.003677 test-auc:0.804548±0.013585 
[690]   train-auc:0.822688±0.003688 test-auc:0.804546±0.013604 
[691]   train-auc:0.822705±0.003686 test-auc:0.804551±0.013617 
[692]   train-auc:0.822718±0.003690 test-auc:0.804564±0.013616 
[693]   train-auc:0.822735±0.003683 test-auc:0.804561±0.013629 
[694]   train-auc:0.822754±0.003675 test-auc:0.804577±0.013631 
[695]   train-auc:0.822791±0.003676 test-auc:0.804582±0.013620 
[696]   train-auc:0.822814±0.003672 test-auc:0.804593±0.013600 
[697]   train-auc:0.822825±0.003665 test-auc:0.804599±0.013614 
[698]   train-auc:0.822848±0.003676 test-auc:0.804589±0.013627 
[699]   train-auc:0.822874±0.003672 test-auc:0.804592±0.013621 
[700]   train-auc:0.822884±0.003670 test-auc:0.804598±0.013630 
[701]   train-auc:0.822891±0.003680 test-auc:0.804604±0.013615 
[702]   train-auc:0.822914±0.003686 test-auc:0.804601±0.013601 
[703]   train-auc:0.822947±0.003688 test-auc:0.804605±0.013613 
[704]   train-auc:0.822970±0.003685 test-auc:0.804615±0.013620 
[705]   train-auc:0.822999±0.003673 test-auc:0.804629±0.013631 
[706]   train-auc:0.823022±0.003670 test-auc:0.804635±0.013635 
[707]   train-auc:0.823040±0.003677 test-auc:0.804644±0.013670 
[708]   train-auc:0.823060±0.003683 test-auc:0.804648±0.013683 
[709]   train-auc:0.823083±0.003694 test-auc:0.804649±0.013672 
[710]   train-auc:0.823111±0.003691 test-auc:0.804668±0.013676 
[711]   train-auc:0.823123±0.003691 test-auc:0.804656±0.013674 
[712]   train-auc:0.823146±0.003685 test-auc:0.804675±0.013678 
[713]   train-auc:0.823170±0.003698 test-auc:0.804662±0.013672 
[714]   train-auc:0.823195±0.003703 test-auc:0.804664±0.013666 
[715]   train-auc:0.823208±0.003692 test-auc:0.804669±0.013669 
[716]   train-auc:0.823237±0.003685 test-auc:0.804678±0.013675 
[717]   train-auc:0.823252±0.003692 test-auc:0.804665±0.013694 
[718]   train-auc:0.823264±0.003707 test-auc:0.804677±0.013687 
[719]   train-auc:0.823282±0.003717 test-auc:0.804686±0.013699 
[720]   train-auc:0.823324±0.003717 test-auc:0.804680±0.013696 
[721]   train-auc:0.823351±0.003716 test-auc:0.804703±0.013669 
[722]   train-auc:0.823365±0.003715 test-auc:0.804706±0.013662 
[723]   train-auc:0.823377±0.003716 test-auc:0.804727±0.013665 
[724]   train-auc:0.823399±0.003711 test-auc:0.804747±0.013661 
[725]   train-auc:0.823425±0.003720 test-auc:0.804776±0.013663 
[726]   train-auc:0.823438±0.003723 test-auc:0.804785±0.013667 
[727]   train-auc:0.823463±0.003731 test-auc:0.804782±0.013671 
[728]   train-auc:0.823484±0.003729 test-auc:0.804782±0.013678 
[729]   train-auc:0.823496±0.003733 test-auc:0.804787±0.013667 
[730]   train-auc:0.823510±0.003735 test-auc:0.804795±0.013674 
[731]   train-auc:0.823531±0.003732 test-auc:0.804824±0.013684 
[732]   train-auc:0.823544±0.003731 test-auc:0.804823±0.013694 
[733]   train-auc:0.823554±0.003734 test-auc:0.804836±0.013688 
[734]   train-auc:0.823584±0.003722 test-auc:0.804856±0.013690 
[735]   train-auc:0.823596±0.003722 test-auc:0.804846±0.013685 
[736]   train-auc:0.823618±0.003713 test-auc:0.804849±0.013700 
[737]   train-auc:0.823634±0.003713 test-auc:0.804835±0.013722 
[738]   train-auc:0.823652±0.003715 test-auc:0.804836±0.013709 
[739]   train-auc:0.823687±0.003712 test-auc:0.804848±0.013728 
[740]   train-auc:0.823699±0.003710 test-auc:0.804836±0.013729 
[741]   train-auc:0.823706±0.003716 test-auc:0.804838±0.013734 
[742]   train-auc:0.823727±0.003715 test-auc:0.804838±0.013734 
[743]   train-auc:0.823738±0.003717 test-auc:0.804846±0.013728 
[744]   train-auc:0.823761±0.003723 test-auc:0.804850±0.013742 
[745]   train-auc:0.823792±0.003721 test-auc:0.804867±0.013762 
[746]   train-auc:0.823798±0.003726 test-auc:0.804866±0.013764 
[747]   train-auc:0.823830±0.003726 test-auc:0.804879±0.013765 
[748]   train-auc:0.823859±0.003719 test-auc:0.804891±0.013751 
[749]   train-auc:0.823876±0.003714 test-auc:0.804901±0.013762 
[750]   train-auc:0.823892±0.003715 test-auc:0.804910±0.013761 
[751]   train-auc:0.823899±0.003718 test-auc:0.804903±0.013747 
[752]   train-auc:0.823919±0.003725 test-auc:0.804915±0.013774 
[753]   train-auc:0.823943±0.003727 test-auc:0.804952±0.013764 
[754]   train-auc:0.823961±0.003723 test-auc:0.804959±0.013757 
[755]   train-auc:0.823974±0.003716 test-auc:0.804964±0.013758 
[756]   train-auc:0.823993±0.003716 test-auc:0.804984±0.013749 
[757]   train-auc:0.824004±0.003711 test-auc:0.804974±0.013745 
[758]   train-auc:0.824032±0.003711 test-auc:0.804976±0.013746 
[759]   train-auc:0.824042±0.003721 test-auc:0.804980±0.013735 
[760]   train-auc:0.824068±0.003723 test-auc:0.805003±0.013736 
[761]   train-auc:0.824084±0.003730 test-auc:0.805010±0.013723 
[762]   train-auc:0.824111±0.003743 test-auc:0.805006±0.013738 
[763]   train-auc:0.824119±0.003743 test-auc:0.805003±0.013744 
[764]   train-auc:0.824147±0.003731 test-auc:0.805018±0.013745 
[765]   train-auc:0.824165±0.003724 test-auc:0.805033±0.013755 
[766]   train-auc:0.824187±0.003730 test-auc:0.805054±0.013738 
[767]   train-auc:0.824196±0.003730 test-auc:0.805054±0.013752 
[768]   train-auc:0.824214±0.003728 test-auc:0.805056±0.013740 
[769]   train-auc:0.824226±0.003730 test-auc:0.805041±0.013752 
[770]   train-auc:0.824247±0.003729 test-auc:0.805037±0.013753 
[771]   train-auc:0.824261±0.003726 test-auc:0.805032±0.013770 
[772]   train-auc:0.824287±0.003721 test-auc:0.805044±0.013771 
[773]   train-auc:0.824298±0.003723 test-auc:0.805040±0.013778 
[774]   train-auc:0.824317±0.003714 test-auc:0.805063±0.013797 
[775]   train-auc:0.824327±0.003715 test-auc:0.805066±0.013807 
[776]   train-auc:0.824349±0.003718 test-auc:0.805090±0.013819 
[777]   train-auc:0.824378±0.003718 test-auc:0.805116±0.013817 
[778]   train-auc:0.824395±0.003724 test-auc:0.805103±0.013809 
[779]   train-auc:0.824428±0.003716 test-auc:0.805131±0.013818 
[780]   train-auc:0.824440±0.003712 test-auc:0.805137±0.013809 
[781]   train-auc:0.824456±0.003710 test-auc:0.805133±0.013794 
[782]   train-auc:0.824485±0.003702 test-auc:0.805144±0.013803 
[783]   train-auc:0.824497±0.003708 test-auc:0.805144±0.013823 
[784]   train-auc:0.824511±0.003712 test-auc:0.805155±0.013813 
[785]   train-auc:0.824532±0.003713 test-auc:0.805146±0.013818 
[786]   train-auc:0.824546±0.003715 test-auc:0.805146±0.013804 
[787]   train-auc:0.824560±0.003716 test-auc:0.805161±0.013796 
[788]   train-auc:0.824571±0.003714 test-auc:0.805161±0.013801 
[789]   train-auc:0.824582±0.003718 test-auc:0.805170±0.013801 
[790]   train-auc:0.824599±0.003716 test-auc:0.805186±0.013785 
[791]   train-auc:0.824608±0.003727 test-auc:0.805195±0.013761 
[792]   train-auc:0.824632±0.003730 test-auc:0.805199±0.013800 
[793]   train-auc:0.824639±0.003727 test-auc:0.805215±0.013782 
[794]   train-auc:0.824671±0.003727 test-auc:0.805238±0.013800 
[795]   train-auc:0.824687±0.003726 test-auc:0.805232±0.013807 
[796]   train-auc:0.824705±0.003727 test-auc:0.805236±0.013811 
[797]   train-auc:0.824721±0.003731 test-auc:0.805249±0.013811 
[798]   train-auc:0.824734±0.003730 test-auc:0.805247±0.013792 
[799]   train-auc:0.824747±0.003732 test-auc:0.805254±0.013780 
[800]   train-auc:0.824770±0.003728 test-auc:0.805262±0.013783 
[801]   train-auc:0.824795±0.003724 test-auc:0.805266±0.013804 
[802]   train-auc:0.824808±0.003728 test-auc:0.805269±0.013818 
[803]   train-auc:0.824831±0.003718 test-auc:0.805283±0.013813 
[804]   train-auc:0.824845±0.003714 test-auc:0.805299±0.013813 
[805]   train-auc:0.824862±0.003724 test-auc:0.805298±0.013816 
[806]   train-auc:0.824882±0.003725 test-auc:0.805314±0.013810 
[807]   train-auc:0.824891±0.003727 test-auc:0.805307±0.013802 
[808]   train-auc:0.824913±0.003715 test-auc:0.805323±0.013819 
[809]   train-auc:0.824925±0.003715 test-auc:0.805324±0.013820 
[810]   train-auc:0.824935±0.003716 test-auc:0.805327±0.013824 
[811]   train-auc:0.824950±0.003715 test-auc:0.805324±0.013852 
[812]   train-auc:0.824961±0.003707 test-auc:0.805321±0.013855 
[813]   train-auc:0.824979±0.003701 test-auc:0.805333±0.013857 
[814]   train-auc:0.824994±0.003709 test-auc:0.805338±0.013855 
[815]   train-auc:0.825011±0.003716 test-auc:0.805343±0.013856 
[816]   train-auc:0.825026±0.003717 test-auc:0.805337±0.013855 
[817]   train-auc:0.825041±0.003715 test-auc:0.805337±0.013838 
[818]   train-auc:0.825066±0.003712 test-auc:0.805361±0.013854 
[819]   train-auc:0.825078±0.003715 test-auc:0.805370±0.013836 
[820]   train-auc:0.825094±0.003713 test-auc:0.805384±0.013831 
[821]   train-auc:0.825117±0.003713 test-auc:0.805394±0.013821 
[822]   train-auc:0.825124±0.003712 test-auc:0.805401±0.013824 
[823]   train-auc:0.825140±0.003711 test-auc:0.805415±0.013822 
[824]   train-auc:0.825160±0.003713 test-auc:0.805420±0.013843 
[825]   train-auc:0.825169±0.003716 test-auc:0.805413±0.013839 
[826]   train-auc:0.825204±0.003732 test-auc:0.805439±0.013814 
[827]   train-auc:0.825214±0.003737 test-auc:0.805450±0.013808 
[828]   train-auc:0.825227±0.003747 test-auc:0.805447±0.013812 
[829]   train-auc:0.825234±0.003744 test-auc:0.805447±0.013819 
[830]   train-auc:0.825251±0.003750 test-auc:0.805458±0.013826 
[831]   train-auc:0.825259±0.003754 test-auc:0.805461±0.013826 
[832]   train-auc:0.825273±0.003751 test-auc:0.805445±0.013834 
[833]   train-auc:0.825287±0.003754 test-auc:0.805455±0.013846 
[834]   train-auc:0.825302±0.003762 test-auc:0.805465±0.013845 
[835]   train-auc:0.825328±0.003765 test-auc:0.805447±0.013861 
[836]   train-auc:0.825339±0.003769 test-auc:0.805456±0.013864 
[837]   train-auc:0.825353±0.003766 test-auc:0.805461±0.013871 
[838]   train-auc:0.825369±0.003776 test-auc:0.805476±0.013865 
[839]   train-auc:0.825394±0.003775 test-auc:0.805473±0.013891 
[840]   train-auc:0.825414±0.003778 test-auc:0.805481±0.013900 
[841]   train-auc:0.825445±0.003781 test-auc:0.805501±0.013903 
[842]   train-auc:0.825460±0.003787 test-auc:0.805503±0.013898 
[843]   train-auc:0.825470±0.003787 test-auc:0.805501±0.013881 
[844]   train-auc:0.825486±0.003784 test-auc:0.805518±0.013880 
[845]   train-auc:0.825501±0.003771 test-auc:0.805519±0.013894 
[846]   train-auc:0.825520±0.003773 test-auc:0.805512±0.013892 
[847]   train-auc:0.825542±0.003782 test-auc:0.805514±0.013887 
[848]   train-auc:0.825559±0.003783 test-auc:0.805513±0.013891 
[849]   train-auc:0.825584±0.003776 test-auc:0.805515±0.013875 
[850]   train-auc:0.825594±0.003771 test-auc:0.805522±0.013878 
[851]   train-auc:0.825605±0.003774 test-auc:0.805517±0.013886 
[852]   train-auc:0.825626±0.003770 test-auc:0.805521±0.013882 
[853]   train-auc:0.825642±0.003779 test-auc:0.805533±0.013865 
[854]   train-auc:0.825657±0.003767 test-auc:0.805535±0.013878 
[855]   train-auc:0.825670±0.003767 test-auc:0.805538±0.013875 
[856]   train-auc:0.825691±0.003761 test-auc:0.805561±0.013877 
[857]   train-auc:0.825704±0.003757 test-auc:0.805572±0.013896 
[858]   train-auc:0.825723±0.003754 test-auc:0.805567±0.013905 
[859]   train-auc:0.825735±0.003759 test-auc:0.805582±0.013883 
[860]   train-auc:0.825751±0.003765 test-auc:0.805585±0.013875 
[861]   train-auc:0.825768±0.003770 test-auc:0.805569±0.013893 
[862]   train-auc:0.825774±0.003770 test-auc:0.805588±0.013892 
[863]   train-auc:0.825783±0.003768 test-auc:0.805594±0.013900 
[864]   train-auc:0.825796±0.003768 test-auc:0.805584±0.013894 
[865]   train-auc:0.825818±0.003764 test-auc:0.805583±0.013894 
[866]   train-auc:0.825830±0.003766 test-auc:0.805588±0.013905 
[867]   train-auc:0.825843±0.003763 test-auc:0.805584±0.013895 
[868]   train-auc:0.825883±0.003759 test-auc:0.805638±0.013894 
[869]   train-auc:0.825891±0.003758 test-auc:0.805649±0.013892 
[870]   train-auc:0.825910±0.003756 test-auc:0.805653±0.013891 
[871]   train-auc:0.825930±0.003758 test-auc:0.805652±0.013909 
[872]   train-auc:0.825942±0.003760 test-auc:0.805659±0.013898 
[873]   train-auc:0.825956±0.003758 test-auc:0.805646±0.013887 
[874]   train-auc:0.825970±0.003751 test-auc:0.805636±0.013887 
[875]   train-auc:0.825984±0.003755 test-auc:0.805641±0.013890 
[876]   train-auc:0.826002±0.003749 test-auc:0.805648±0.013890 
[877]   train-auc:0.826022±0.003743 test-auc:0.805653±0.013879 
[878]   train-auc:0.826045±0.003753 test-auc:0.805657±0.013894 
[879]   train-auc:0.826062±0.003756 test-auc:0.805657±0.013892 
[880]   train-auc:0.826071±0.003754 test-auc:0.805657±0.013876 
[881]   train-auc:0.826083±0.003757 test-auc:0.805664±0.013880 
[882]   train-auc:0.826099±0.003749 test-auc:0.805661±0.013890 
[883]   train-auc:0.826117±0.003755 test-auc:0.805680±0.013908 
[884]   train-auc:0.826137±0.003759 test-auc:0.805671±0.013931 
[885]   train-auc:0.826165±0.003758 test-auc:0.805678±0.013951 
[886]   train-auc:0.826192±0.003756 test-auc:0.805703±0.013954 
[887]   train-auc:0.826211±0.003764 test-auc:0.805706±0.013953 
[888]   train-auc:0.826218±0.003761 test-auc:0.805711±0.013956 
[889]   train-auc:0.826235±0.003765 test-auc:0.805717±0.013972 
[890]   train-auc:0.826250±0.003770 test-auc:0.805729±0.013976 
[891]   train-auc:0.826273±0.003773 test-auc:0.805736±0.013969 
[892]   train-auc:0.826287±0.003771 test-auc:0.805748±0.013952 
[893]   train-auc:0.826303±0.003770 test-auc:0.805749±0.013953 
[894]   train-auc:0.826322±0.003777 test-auc:0.805765±0.013946 
[895]   train-auc:0.826338±0.003769 test-auc:0.805777±0.013939 
[896]   train-auc:0.826347±0.003773 test-auc:0.805789±0.013950 
[897]   train-auc:0.826359±0.003773 test-auc:0.805796±0.013954 
[898]   train-auc:0.826379±0.003785 test-auc:0.805788±0.013960 
[899]   train-auc:0.826403±0.003794 test-auc:0.805800±0.013955 
[900]   train-auc:0.826420±0.003799 test-auc:0.805810±0.013937 
[901]   train-auc:0.826435±0.003803 test-auc:0.805805±0.013951 
[902]   train-auc:0.826446±0.003802 test-auc:0.805810±0.013957 
[903]   train-auc:0.826467±0.003796 test-auc:0.805821±0.013970 
[904]   train-auc:0.826492±0.003792 test-auc:0.805840±0.013976 
[905]   train-auc:0.826511±0.003791 test-auc:0.805841±0.013975 
[906]   train-auc:0.826528±0.003785 test-auc:0.805841±0.013972 
[907]   train-auc:0.826536±0.003790 test-auc:0.805843±0.013979 
[908]   train-auc:0.826559±0.003787 test-auc:0.805841±0.013976 
[909]   train-auc:0.826570±0.003786 test-auc:0.805829±0.013976 
[910]   train-auc:0.826594±0.003794 test-auc:0.805831±0.013975 
[911]   train-auc:0.826608±0.003800 test-auc:0.805854±0.013982 
[912]   train-auc:0.826626±0.003799 test-auc:0.805864±0.013983 
[913]   train-auc:0.826645±0.003800 test-auc:0.805864±0.014004 
[914]   train-auc:0.826659±0.003797 test-auc:0.805863±0.014012 
[915]   train-auc:0.826698±0.003813 test-auc:0.805888±0.014014 
[916]   train-auc:0.826708±0.003816 test-auc:0.805898±0.014008 
[917]   train-auc:0.826733±0.003802 test-auc:0.805908±0.014014 
[918]   train-auc:0.826742±0.003801 test-auc:0.805905±0.014004 
[919]   train-auc:0.826749±0.003804 test-auc:0.805921±0.014001 
[920]   train-auc:0.826763±0.003799 test-auc:0.805930±0.013995 
[921]   train-auc:0.826779±0.003797 test-auc:0.805924±0.013991 
[922]   train-auc:0.826795±0.003800 test-auc:0.805948±0.013995 
[923]   train-auc:0.826808±0.003802 test-auc:0.805955±0.014006 
[924]   train-auc:0.826822±0.003799 test-auc:0.805946±0.014002 
[925]   train-auc:0.826839±0.003805 test-auc:0.805957±0.014004 
[926]   train-auc:0.826859±0.003806 test-auc:0.805968±0.014006 
[927]   train-auc:0.826877±0.003817 test-auc:0.805991±0.014001 
[928]   train-auc:0.826881±0.003820 test-auc:0.805993±0.013988 
[929]   train-auc:0.826908±0.003836 test-auc:0.806002±0.013991 
[930]   train-auc:0.826924±0.003838 test-auc:0.806037±0.013991 
[931]   train-auc:0.826937±0.003834 test-auc:0.806039±0.013989 
[932]   train-auc:0.826958±0.003836 test-auc:0.806047±0.014002 
[933]   train-auc:0.826972±0.003834 test-auc:0.806042±0.014012 
[934]   train-auc:0.827000±0.003845 test-auc:0.806054±0.014022 
[935]   train-auc:0.827028±0.003850 test-auc:0.806064±0.014012 
[936]   train-auc:0.827037±0.003850 test-auc:0.806059±0.014007 
[937]   train-auc:0.827049±0.003866 test-auc:0.806063±0.013996 
[938]   train-auc:0.827073±0.003868 test-auc:0.806081±0.013985 
[939]   train-auc:0.827090±0.003872 test-auc:0.806093±0.013973 
[940]   train-auc:0.827100±0.003872 test-auc:0.806099±0.013974 
[941]   train-auc:0.827121±0.003869 test-auc:0.806110±0.013959 
[942]   train-auc:0.827150±0.003874 test-auc:0.806120±0.013956 
[943]   train-auc:0.827172±0.003867 test-auc:0.806126±0.013952 
[944]   train-auc:0.827173±0.003866 test-auc:0.806129±0.013957 
[945]   train-auc:0.827206±0.003868 test-auc:0.806160±0.013955 
[946]   train-auc:0.827220±0.003872 test-auc:0.806155±0.013950 
[947]   train-auc:0.827248±0.003887 test-auc:0.806163±0.013948 
[948]   train-auc:0.827267±0.003890 test-auc:0.806194±0.013942 
[949]   train-auc:0.827284±0.003888 test-auc:0.806196±0.013940 
[950]   train-auc:0.827305±0.003889 test-auc:0.806198±0.013941 
[951]   train-auc:0.827316±0.003903 test-auc:0.806204±0.013924 
[952]   train-auc:0.827330±0.003903 test-auc:0.806201±0.013929 
[953]   train-auc:0.827345±0.003903 test-auc:0.806207±0.013933 
[954]   train-auc:0.827359±0.003906 test-auc:0.806194±0.013925 
[955]   train-auc:0.827377±0.003908 test-auc:0.806218±0.013915 
[956]   train-auc:0.827389±0.003905 test-auc:0.806219±0.013921 
[957]   train-auc:0.827400±0.003905 test-auc:0.806231±0.013922 
[958]   train-auc:0.827411±0.003919 test-auc:0.806233±0.013930 
[959]   train-auc:0.827426±0.003913 test-auc:0.806246±0.013928 
[960]   train-auc:0.827446±0.003910 test-auc:0.806250±0.013930 
[961]   train-auc:0.827470±0.003921 test-auc:0.806265±0.013922 
[962]   train-auc:0.827489±0.003919 test-auc:0.806285±0.013936 
[963]   train-auc:0.827500±0.003914 test-auc:0.806284±0.013935 
[964]   train-auc:0.827520±0.003915 test-auc:0.806303±0.013953 
[965]   train-auc:0.827532±0.003914 test-auc:0.806305±0.013961 
[966]   train-auc:0.827557±0.003915 test-auc:0.806312±0.013943 
[967]   train-auc:0.827559±0.003918 test-auc:0.806321±0.013938 
[968]   train-auc:0.827590±0.003932 test-auc:0.806331±0.013957 
[969]   train-auc:0.827603±0.003940 test-auc:0.806333±0.013947 
[970]   train-auc:0.827615±0.003941 test-auc:0.806342±0.013954 
[971]   train-auc:0.827628±0.003941 test-auc:0.806351±0.013959 
[972]   train-auc:0.827647±0.003942 test-auc:0.806349±0.013963 
[973]   train-auc:0.827654±0.003940 test-auc:0.806344±0.013971 
[974]   train-auc:0.827668±0.003936 test-auc:0.806343±0.013975 
[975]   train-auc:0.827693±0.003942 test-auc:0.806353±0.013981 
[976]   train-auc:0.827711±0.003940 test-auc:0.806348±0.013988 
[977]   train-auc:0.827730±0.003931 test-auc:0.806348±0.013993 
[978]   train-auc:0.827756±0.003931 test-auc:0.806359±0.013992 
[979]   train-auc:0.827769±0.003932 test-auc:0.806363±0.013988 
[980]   train-auc:0.827774±0.003935 test-auc:0.806367±0.013976 
[981]   train-auc:0.827788±0.003934 test-auc:0.806377±0.013987 
[982]   train-auc:0.827801±0.003937 test-auc:0.806374±0.013966 
[983]   train-auc:0.827819±0.003937 test-auc:0.806379±0.013949 
[984]   train-auc:0.827833±0.003936 test-auc:0.806386±0.013949 
[985]   train-auc:0.827843±0.003936 test-auc:0.806379±0.013962 
[986]   train-auc:0.827856±0.003934 test-auc:0.806392±0.013976 
[987]   train-auc:0.827871±0.003938 test-auc:0.806401±0.013981 
[988]   train-auc:0.827891±0.003949 test-auc:0.806418±0.013972 
[989]   train-auc:0.827912±0.003965 test-auc:0.806423±0.013972 
[990]   train-auc:0.827928±0.003966 test-auc:0.806408±0.013960 
[991]   train-auc:0.827949±0.003965 test-auc:0.806410±0.013957 
[992]   train-auc:0.827971±0.003967 test-auc:0.806438±0.013962 
[993]   train-auc:0.827985±0.003964 test-auc:0.806440±0.013977 
[994]   train-auc:0.828008±0.003962 test-auc:0.806460±0.013978 
[995]   train-auc:0.828027±0.003968 test-auc:0.806477±0.013975 
[996]   train-auc:0.828028±0.003968 test-auc:0.806479±0.013968 
[997]   train-auc:0.828036±0.003968 test-auc:0.806487±0.013978 
[998]   train-auc:0.828067±0.003979 test-auc:0.806489±0.013995 
[999]   train-auc:0.828080±0.003977 test-auc:0.806474±0.014015 
[1000]  train-auc:0.828109±0.003989 test-auc:0.806484±0.014018 
[1001]  train-auc:0.828126±0.003983 test-auc:0.806489±0.014032 
[1002]  train-auc:0.828147±0.003985 test-auc:0.806499±0.014024 
[1003]  train-auc:0.828154±0.003984 test-auc:0.806513±0.014016 
[1004]  train-auc:0.828174±0.003990 test-auc:0.806514±0.014021 
[1005]  train-auc:0.828190±0.003989 test-auc:0.806521±0.014018 
[1006]  train-auc:0.828207±0.003981 test-auc:0.806526±0.014015 
[1007]  train-auc:0.828234±0.003986 test-auc:0.806548±0.014010 
[1008]  train-auc:0.828246±0.003989 test-auc:0.806543±0.014001 
[1009]  train-auc:0.828263±0.003990 test-auc:0.806537±0.014024 
[1010]  train-auc:0.828281±0.003988 test-auc:0.806539±0.014020 
[1011]  train-auc:0.828294±0.003994 test-auc:0.806538±0.014025 
[1012]  train-auc:0.828311±0.003992 test-auc:0.806522±0.014035 
[1013]  train-auc:0.828318±0.003989 test-auc:0.806511±0.014053 
[1014]  train-auc:0.828328±0.003987 test-auc:0.806519±0.014048 
[1015]  train-auc:0.828348±0.003989 test-auc:0.806520±0.014048 
[1016]  train-auc:0.828378±0.003986 test-auc:0.806550±0.014079 
[1017]  train-auc:0.828413±0.003984 test-auc:0.806573±0.014101 
[1018]  train-auc:0.828428±0.003975 test-auc:0.806567±0.014103 
[1019]  train-auc:0.828463±0.003996 test-auc:0.806603±0.014080 
[1020]  train-auc:0.828479±0.003997 test-auc:0.806606±0.014081 
[1021]  train-auc:0.828488±0.003997 test-auc:0.806604±0.014090 
[1022]  train-auc:0.828510±0.004019 test-auc:0.806618±0.014062 
[1023]  train-auc:0.828535±0.004013 test-auc:0.806634±0.014082 
[1024]  train-auc:0.828541±0.004014 test-auc:0.806635±0.014087 
[1025]  train-auc:0.828550±0.004022 test-auc:0.806642±0.014088 
[1026]  train-auc:0.828564±0.004018 test-auc:0.806632±0.014087 
[1027]  train-auc:0.828580±0.004013 test-auc:0.806645±0.014092 
[1028]  train-auc:0.828593±0.004021 test-auc:0.806637±0.014087 
[1029]  train-auc:0.828606±0.004020 test-auc:0.806632±0.014063 
[1030]  train-auc:0.828623±0.004022 test-auc:0.806644±0.014068 
[1031]  train-auc:0.828643±0.004020 test-auc:0.806641±0.014067 
[1032]  train-auc:0.828655±0.004018 test-auc:0.806644±0.014062 
[1033]  train-auc:0.828677±0.004037 test-auc:0.806652±0.014038 
[1034]  train-auc:0.828701±0.004026 test-auc:0.806671±0.014050 
[1035]  train-auc:0.828716±0.004026 test-auc:0.806674±0.014057 
[1036]  train-auc:0.828736±0.004034 test-auc:0.806685±0.014055 
[1037]  train-auc:0.828746±0.004036 test-auc:0.806695±0.014047 
[1038]  train-auc:0.828760±0.004030 test-auc:0.806711±0.014047 
[1039]  train-auc:0.828768±0.004026 test-auc:0.806716±0.014054 
[1040]  train-auc:0.828780±0.004027 test-auc:0.806726±0.014057 
[1041]  train-auc:0.828796±0.004027 test-auc:0.806733±0.014043 
[1042]  train-auc:0.828812±0.004025 test-auc:0.806751±0.014040 
[1043]  train-auc:0.828819±0.004025 test-auc:0.806747±0.014049 
[1044]  train-auc:0.828831±0.004020 test-auc:0.806759±0.014047 
[1045]  train-auc:0.828847±0.004019 test-auc:0.806777±0.014049 
[1046]  train-auc:0.828860±0.004019 test-auc:0.806783±0.014045 
[1047]  train-auc:0.828873±0.004022 test-auc:0.806772±0.014047 
[1048]  train-auc:0.828887±0.004024 test-auc:0.806785±0.014048 
[1049]  train-auc:0.828896±0.004024 test-auc:0.806780±0.014030 
[1050]  train-auc:0.828923±0.004032 test-auc:0.806811±0.014021 
[1051]  train-auc:0.828938±0.004030 test-auc:0.806809±0.014032 
[1052]  train-auc:0.828961±0.004036 test-auc:0.806820±0.014035 
[1053]  train-auc:0.828978±0.004040 test-auc:0.806826±0.014026 
[1054]  train-auc:0.828991±0.004040 test-auc:0.806825±0.014020 
[1055]  train-auc:0.829000±0.004041 test-auc:0.806825±0.014017 
[1056]  train-auc:0.829011±0.004039 test-auc:0.806829±0.014009 
[1057]  train-auc:0.829024±0.004041 test-auc:0.806844±0.014011 
[1058]  train-auc:0.829037±0.004046 test-auc:0.806854±0.014009 
[1059]  train-auc:0.829057±0.004045 test-auc:0.806870±0.014015 
[1060]  train-auc:0.829067±0.004044 test-auc:0.806871±0.014027 
[1061]  train-auc:0.829080±0.004042 test-auc:0.806870±0.014016 
[1062]  train-auc:0.829089±0.004039 test-auc:0.806876±0.014025 
[1063]  train-auc:0.829113±0.004050 test-auc:0.806892±0.014002 
[1064]  train-auc:0.829129±0.004049 test-auc:0.806900±0.014004 
[1065]  train-auc:0.829156±0.004062 test-auc:0.806915±0.013990 
[1066]  train-auc:0.829166±0.004057 test-auc:0.806919±0.014005 
[1067]  train-auc:0.829177±0.004062 test-auc:0.806927±0.014003 
[1068]  train-auc:0.829196±0.004066 test-auc:0.806925±0.014015 
[1069]  train-auc:0.829208±0.004066 test-auc:0.806929±0.014013 
[1070]  train-auc:0.829217±0.004065 test-auc:0.806923±0.014022 
[1071]  train-auc:0.829230±0.004065 test-auc:0.806928±0.014028 
[1072]  train-auc:0.829244±0.004065 test-auc:0.806930±0.014028 
[1073]  train-auc:0.829256±0.004069 test-auc:0.806937±0.014030 
[1074]  train-auc:0.829270±0.004080 test-auc:0.806952±0.014020 
[1075]  train-auc:0.829297±0.004090 test-auc:0.806956±0.014019 
[1076]  train-auc:0.829310±0.004091 test-auc:0.806958±0.014021 
[1077]  train-auc:0.829325±0.004100 test-auc:0.806955±0.014037 
[1078]  train-auc:0.829336±0.004101 test-auc:0.806959±0.014042 
[1079]  train-auc:0.829344±0.004110 test-auc:0.806970±0.014032 
[1080]  train-auc:0.829351±0.004113 test-auc:0.806966±0.014044 
[1081]  train-auc:0.829370±0.004114 test-auc:0.806979±0.014042 
[1082]  train-auc:0.829389±0.004108 test-auc:0.806980±0.014043 
[1083]  train-auc:0.829408±0.004111 test-auc:0.806993±0.014055 
[1084]  train-auc:0.829429±0.004116 test-auc:0.807006±0.014052 
[1085]  train-auc:0.829434±0.004117 test-auc:0.806999±0.014045 
[1086]  train-auc:0.829445±0.004117 test-auc:0.807008±0.014047 
[1087]  train-auc:0.829462±0.004121 test-auc:0.807027±0.014036 
[1088]  train-auc:0.829474±0.004122 test-auc:0.807028±0.014031 
[1089]  train-auc:0.829484±0.004124 test-auc:0.807039±0.014019 
[1090]  train-auc:0.829490±0.004124 test-auc:0.807052±0.014026 
[1091]  train-auc:0.829508±0.004133 test-auc:0.807050±0.014017 
[1092]  train-auc:0.829517±0.004127 test-auc:0.807060±0.014012 
[1093]  train-auc:0.829528±0.004125 test-auc:0.807052±0.014025 
[1094]  train-auc:0.829539±0.004132 test-auc:0.807062±0.014030 
[1095]  train-auc:0.829551±0.004133 test-auc:0.807069±0.014028 
[1096]  train-auc:0.829561±0.004140 test-auc:0.807076±0.014035 
[1097]  train-auc:0.829583±0.004136 test-auc:0.807090±0.014061 
[1098]  train-auc:0.829596±0.004130 test-auc:0.807089±0.014059 
[1099]  train-auc:0.829608±0.004126 test-auc:0.807107±0.014059 
[1100]  train-auc:0.829617±0.004129 test-auc:0.807111±0.014065 
[1101]  train-auc:0.829639±0.004123 test-auc:0.807125±0.014071 
[1102]  train-auc:0.829656±0.004118 test-auc:0.807146±0.014079 
[1103]  train-auc:0.829676±0.004112 test-auc:0.807153±0.014081 
[1104]  train-auc:0.829692±0.004118 test-auc:0.807156±0.014069 
[1105]  train-auc:0.829705±0.004114 test-auc:0.807159±0.014070 
[1106]  train-auc:0.829717±0.004108 test-auc:0.807167±0.014089 
[1107]  train-auc:0.829722±0.004107 test-auc:0.807177±0.014090 
[1108]  train-auc:0.829746±0.004106 test-auc:0.807174±0.014084 
[1109]  train-auc:0.829757±0.004103 test-auc:0.807171±0.014075 
[1110]  train-auc:0.829763±0.004103 test-auc:0.807172±0.014069 
[1111]  train-auc:0.829772±0.004101 test-auc:0.807192±0.014075 
[1112]  train-auc:0.829792±0.004095 test-auc:0.807202±0.014084 
[1113]  train-auc:0.829802±0.004096 test-auc:0.807199±0.014087 
[1114]  train-auc:0.829816±0.004092 test-auc:0.807202±0.014097 
[1115]  train-auc:0.829827±0.004088 test-auc:0.807209±0.014097 
[1116]  train-auc:0.829839±0.004078 test-auc:0.807206±0.014103 
[1117]  train-auc:0.829855±0.004077 test-auc:0.807212±0.014097 
[1118]  train-auc:0.829863±0.004073 test-auc:0.807215±0.014096 
[1119]  train-auc:0.829882±0.004071 test-auc:0.807212±0.014104 
[1120]  train-auc:0.829895±0.004073 test-auc:0.807208±0.014105 
[1121]  train-auc:0.829902±0.004078 test-auc:0.807214±0.014103 
[1122]  train-auc:0.829919±0.004079 test-auc:0.807226±0.014099 
[1123]  train-auc:0.829926±0.004076 test-auc:0.807227±0.014105 
[1124]  train-auc:0.829938±0.004072 test-auc:0.807232±0.014104 
[1125]  train-auc:0.829961±0.004077 test-auc:0.807240±0.014119 
[1126]  train-auc:0.829968±0.004070 test-auc:0.807244±0.014128 
[1127]  train-auc:0.829984±0.004072 test-auc:0.807253±0.014139 
[1128]  train-auc:0.829991±0.004072 test-auc:0.807263±0.014145 
[1129]  train-auc:0.830001±0.004072 test-auc:0.807255±0.014152 
[1130]  train-auc:0.830017±0.004070 test-auc:0.807270±0.014155 
[1131]  train-auc:0.830034±0.004062 test-auc:0.807290±0.014145 
[1132]  train-auc:0.830055±0.004064 test-auc:0.807309±0.014135 
[1133]  train-auc:0.830070±0.004062 test-auc:0.807314±0.014152 
[1134]  train-auc:0.830075±0.004056 test-auc:0.807307±0.014149 
[1135]  train-auc:0.830085±0.004060 test-auc:0.807312±0.014140 
[1136]  train-auc:0.830091±0.004062 test-auc:0.807324±0.014152 
[1137]  train-auc:0.830100±0.004067 test-auc:0.807320±0.014165 
[1138]  train-auc:0.830118±0.004061 test-auc:0.807317±0.014172 
[1139]  train-auc:0.830129±0.004057 test-auc:0.807322±0.014165 
[1140]  train-auc:0.830137±0.004060 test-auc:0.807321±0.014173 
[1141]  train-auc:0.830153±0.004052 test-auc:0.807335±0.014181 
[1142]  train-auc:0.830158±0.004051 test-auc:0.807336±0.014185 
[1143]  train-auc:0.830172±0.004054 test-auc:0.807345±0.014204 
[1144]  train-auc:0.830189±0.004058 test-auc:0.807350±0.014210 
[1145]  train-auc:0.830204±0.004059 test-auc:0.807353±0.014197 
[1146]  train-auc:0.830213±0.004056 test-auc:0.807371±0.014201 
[1147]  train-auc:0.830224±0.004050 test-auc:0.807380±0.014199 
[1148]  train-auc:0.830243±0.004046 test-auc:0.807393±0.014207 
[1149]  train-auc:0.830250±0.004047 test-auc:0.807382±0.014202 
[1150]  train-auc:0.830255±0.004044 test-auc:0.807381±0.014193 
[1151]  train-auc:0.830271±0.004044 test-auc:0.807384±0.014196 
[1152]  train-auc:0.830285±0.004045 test-auc:0.807397±0.014184 
[1153]  train-auc:0.830294±0.004048 test-auc:0.807406±0.014191 
[1154]  train-auc:0.830310±0.004053 test-auc:0.807407±0.014184 
[1155]  train-auc:0.830317±0.004051 test-auc:0.807402±0.014184 
[1156]  train-auc:0.830329±0.004050 test-auc:0.807415±0.014184 
[1157]  train-auc:0.830355±0.004042 test-auc:0.807421±0.014209 
[1158]  train-auc:0.830374±0.004036 test-auc:0.807442±0.014203 
[1159]  train-auc:0.830382±0.004035 test-auc:0.807434±0.014217 
[1160]  train-auc:0.830393±0.004037 test-auc:0.807438±0.014222 
[1161]  train-auc:0.830407±0.004037 test-auc:0.807452±0.014209 
[1162]  train-auc:0.830428±0.004037 test-auc:0.807455±0.014207 
[1163]  train-auc:0.830441±0.004030 test-auc:0.807454±0.014202 
[1164]  train-auc:0.830459±0.004027 test-auc:0.807478±0.014211 
[1165]  train-auc:0.830478±0.004028 test-auc:0.807485±0.014212 
[1166]  train-auc:0.830492±0.004025 test-auc:0.807503±0.014216 
[1167]  train-auc:0.830503±0.004028 test-auc:0.807514±0.014218 
[1168]  train-auc:0.830518±0.004036 test-auc:0.807511±0.014217 
[1169]  train-auc:0.830526±0.004036 test-auc:0.807517±0.014216 
[1170]  train-auc:0.830546±0.004030 test-auc:0.807517±0.014234 
[1171]  train-auc:0.830559±0.004034 test-auc:0.807523±0.014234 
[1172]  train-auc:0.830578±0.004040 test-auc:0.807531±0.014236 
[1173]  train-auc:0.830589±0.004043 test-auc:0.807532±0.014232 
[1174]  train-auc:0.830603±0.004042 test-auc:0.807534±0.014243 
[1175]  train-auc:0.830619±0.004037 test-auc:0.807534±0.014240 
[1176]  train-auc:0.830637±0.004031 test-auc:0.807539±0.014249 
[1177]  train-auc:0.830650±0.004030 test-auc:0.807549±0.014232 
[1178]  train-auc:0.830660±0.004033 test-auc:0.807559±0.014226 
[1179]  train-auc:0.830672±0.004034 test-auc:0.807562±0.014227 
[1180]  train-auc:0.830686±0.004030 test-auc:0.807572±0.014222 
[1181]  train-auc:0.830694±0.004028 test-auc:0.807571±0.014227 
[1182]  train-auc:0.830707±0.004023 test-auc:0.807575±0.014241 
[1183]  train-auc:0.830719±0.004020 test-auc:0.807580±0.014233 
[1184]  train-auc:0.830733±0.004012 test-auc:0.807586±0.014234 
[1185]  train-auc:0.830748±0.004011 test-auc:0.807584±0.014241 
[1186]  train-auc:0.830767±0.004020 test-auc:0.807590±0.014240 
[1187]  train-auc:0.830784±0.004021 test-auc:0.807592±0.014246 
[1188]  train-auc:0.830793±0.004023 test-auc:0.807591±0.014249 
[1189]  train-auc:0.830804±0.004022 test-auc:0.807585±0.014250 
[1190]  train-auc:0.830818±0.004017 test-auc:0.807587±0.014248 
[1191]  train-auc:0.830825±0.004014 test-auc:0.807586±0.014259 
[1192]  train-auc:0.830835±0.004015 test-auc:0.807592±0.014263 
[1193]  train-auc:0.830845±0.004011 test-auc:0.807599±0.014288 
[1194]  train-auc:0.830854±0.004013 test-auc:0.807602±0.014287 
[1195]  train-auc:0.830861±0.004014 test-auc:0.807604±0.014288 
[1196]  train-auc:0.830874±0.004012 test-auc:0.807602±0.014283 
[1197]  train-auc:0.830892±0.004015 test-auc:0.807615±0.014275 
[1198]  train-auc:0.830906±0.004021 test-auc:0.807613±0.014270 
[1199]  train-auc:0.830917±0.004021 test-auc:0.807608±0.014266 
[1200]  train-auc:0.830931±0.004019 test-auc:0.807616±0.014262 
[1201]  train-auc:0.830947±0.004016 test-auc:0.807612±0.014255 
[1202]  train-auc:0.830961±0.004020 test-auc:0.807616±0.014252 
[1203]  train-auc:0.830972±0.004025 test-auc:0.807623±0.014238 
[1204]  train-auc:0.830982±0.004029 test-auc:0.807633±0.014251 
[1205]  train-auc:0.830997±0.004031 test-auc:0.807633±0.014241 
[1206]  train-auc:0.831008±0.004030 test-auc:0.807638±0.014242 
[1207]  train-auc:0.831019±0.004030 test-auc:0.807639±0.014249 
[1208]  train-auc:0.831025±0.004032 test-auc:0.807643±0.014252 
[1209]  train-auc:0.831038±0.004028 test-auc:0.807641±0.014262 
[1210]  train-auc:0.831050±0.004029 test-auc:0.807650±0.014266 
[1211]  train-auc:0.831066±0.004035 test-auc:0.807659±0.014268 
[1212]  train-auc:0.831072±0.004036 test-auc:0.807663±0.014267 
[1213]  train-auc:0.831083±0.004041 test-auc:0.807655±0.014268 
[1214]  train-auc:0.831099±0.004040 test-auc:0.807650±0.014279 
[1215]  train-auc:0.831116±0.004043 test-auc:0.807649±0.014299 
[1216]  train-auc:0.831124±0.004046 test-auc:0.807644±0.014300 
[1217]  train-auc:0.831131±0.004045 test-auc:0.807656±0.014297 
[1218]  train-auc:0.831142±0.004043 test-auc:0.807662±0.014306 
[1219]  train-auc:0.831153±0.004040 test-auc:0.807665±0.014312 
[1220]  train-auc:0.831165±0.004047 test-auc:0.807682±0.014304 
[1221]  train-auc:0.831181±0.004044 test-auc:0.807703±0.014312 
[1222]  train-auc:0.831203±0.004044 test-auc:0.807708±0.014322 
[1223]  train-auc:0.831213±0.004042 test-auc:0.807715±0.014319 
[1224]  train-auc:0.831224±0.004051 test-auc:0.807718±0.014323 
[1225]  train-auc:0.831235±0.004046 test-auc:0.807719±0.014312 
[1226]  train-auc:0.831249±0.004041 test-auc:0.807730±0.014314 
[1227]  train-auc:0.831260±0.004043 test-auc:0.807735±0.014320 
[1228]  train-auc:0.831268±0.004044 test-auc:0.807742±0.014317 
[1229]  train-auc:0.831282±0.004049 test-auc:0.807741±0.014303 
[1230]  train-auc:0.831294±0.004047 test-auc:0.807751±0.014314 
[1231]  train-auc:0.831305±0.004048 test-auc:0.807747±0.014318 
[1232]  train-auc:0.831318±0.004045 test-auc:0.807745±0.014332 
[1233]  train-auc:0.831326±0.004035 test-auc:0.807755±0.014341 
[1234]  train-auc:0.831341±0.004039 test-auc:0.807759±0.014335 
[1235]  train-auc:0.831358±0.004038 test-auc:0.807750±0.014339 
[1236]  train-auc:0.831370±0.004035 test-auc:0.807753±0.014334 
[1237]  train-auc:0.831387±0.004032 test-auc:0.807770±0.014335 
[1238]  train-auc:0.831400±0.004026 test-auc:0.807782±0.014335 
[1239]  train-auc:0.831407±0.004026 test-auc:0.807783±0.014334 
[1240]  train-auc:0.831424±0.004034 test-auc:0.807786±0.014344 
[1241]  train-auc:0.831437±0.004037 test-auc:0.807791±0.014342 
[1242]  train-auc:0.831453±0.004032 test-auc:0.807801±0.014338 
[1243]  train-auc:0.831458±0.004030 test-auc:0.807814±0.014338 
[1244]  train-auc:0.831469±0.004037 test-auc:0.807809±0.014344 
[1245]  train-auc:0.831478±0.004042 test-auc:0.807812±0.014338 
[1246]  train-auc:0.831483±0.004038 test-auc:0.807803±0.014336 
[1247]  train-auc:0.831499±0.004037 test-auc:0.807816±0.014329 
[1248]  train-auc:0.831506±0.004034 test-auc:0.807834±0.014325 
[1249]  train-auc:0.831517±0.004023 test-auc:0.807844±0.014343 
[1250]  train-auc:0.831533±0.004015 test-auc:0.807857±0.014355 
[1251]  train-auc:0.831543±0.004012 test-auc:0.807860±0.014359 
[1252]  train-auc:0.831559±0.004005 test-auc:0.807873±0.014361 
[1253]  train-auc:0.831569±0.004008 test-auc:0.807862±0.014363 
[1254]  train-auc:0.831590±0.004012 test-auc:0.807879±0.014358 
[1255]  train-auc:0.831602±0.004010 test-auc:0.807885±0.014374 
[1256]  train-auc:0.831617±0.004011 test-auc:0.807900±0.014370 
[1257]  train-auc:0.831627±0.004006 test-auc:0.807886±0.014360 
[1258]  train-auc:0.831648±0.004008 test-auc:0.807898±0.014370 
[1259]  train-auc:0.831658±0.004006 test-auc:0.807906±0.014370 
[1260]  train-auc:0.831670±0.004007 test-auc:0.807909±0.014378 
[1261]  train-auc:0.831685±0.004006 test-auc:0.807906±0.014390 
[1262]  train-auc:0.831695±0.004004 test-auc:0.807912±0.014391 
[1263]  train-auc:0.831710±0.004002 test-auc:0.807936±0.014388 
[1264]  train-auc:0.831720±0.004004 test-auc:0.807940±0.014399 
[1265]  train-auc:0.831741±0.004002 test-auc:0.807939±0.014393 
[1266]  train-auc:0.831751±0.004005 test-auc:0.807947±0.014402 
[1267]  train-auc:0.831767±0.004007 test-auc:0.807960±0.014393 
[1268]  train-auc:0.831775±0.004004 test-auc:0.807962±0.014393 
[1269]  train-auc:0.831787±0.004004 test-auc:0.807941±0.014410 
[1270]  train-auc:0.831791±0.004002 test-auc:0.807938±0.014407 
[1271]  train-auc:0.831797±0.004004 test-auc:0.807942±0.014406 
[1272]  train-auc:0.831813±0.004002 test-auc:0.807953±0.014402 
[1273]  train-auc:0.831828±0.004000 test-auc:0.807965±0.014385 
[1274]  train-auc:0.831837±0.004001 test-auc:0.807977±0.014387 
[1275]  train-auc:0.831845±0.004000 test-auc:0.807966±0.014379 
[1276]  train-auc:0.831848±0.004001 test-auc:0.807961±0.014383 
[1277]  train-auc:0.831867±0.004002 test-auc:0.807972±0.014398 
[1278]  train-auc:0.831873±0.004000 test-auc:0.807975±0.014404 
[1279]  train-auc:0.831884±0.004005 test-auc:0.807976±0.014408 
[1280]  train-auc:0.831895±0.004005 test-auc:0.807979±0.014427 
[1281]  train-auc:0.831913±0.004003 test-auc:0.807990±0.014411 
[1282]  train-auc:0.831922±0.004002 test-auc:0.807989±0.014414 
[1283]  train-auc:0.831934±0.004001 test-auc:0.808000±0.014409 
[1284]  train-auc:0.831950±0.004001 test-auc:0.808012±0.014405 
[1285]  train-auc:0.831964±0.003999 test-auc:0.808007±0.014425 
[1286]  train-auc:0.831982±0.004000 test-auc:0.808014±0.014408 
[1287]  train-auc:0.831991±0.003999 test-auc:0.808015±0.014416 
[1288]  train-auc:0.831998±0.003998 test-auc:0.808014±0.014424 
[1289]  train-auc:0.832021±0.004002 test-auc:0.808023±0.014428 
[1290]  train-auc:0.832040±0.004000 test-auc:0.808049±0.014437 
[1291]  train-auc:0.832048±0.003998 test-auc:0.808036±0.014441 
[1292]  train-auc:0.832053±0.003999 test-auc:0.808042±0.014433 
[1293]  train-auc:0.832063±0.003997 test-auc:0.808055±0.014441 
[1294]  train-auc:0.832081±0.003998 test-auc:0.808061±0.014443 
[1295]  train-auc:0.832090±0.003999 test-auc:0.808067±0.014441 
[1296]  train-auc:0.832101±0.003998 test-auc:0.808088±0.014450 
[1297]  train-auc:0.832109±0.004002 test-auc:0.808096±0.014447 
[1298]  train-auc:0.832124±0.004002 test-auc:0.808085±0.014460 
[1299]  train-auc:0.832136±0.004002 test-auc:0.808088±0.014459 
[1300]  train-auc:0.832147±0.004005 test-auc:0.808088±0.014458 
[1301]  train-auc:0.832158±0.004008 test-auc:0.808105±0.014447 
[1302]  train-auc:0.832165±0.004009 test-auc:0.808104±0.014446 
[1303]  train-auc:0.832180±0.004009 test-auc:0.808109±0.014442 
[1304]  train-auc:0.832191±0.004010 test-auc:0.808112±0.014438 
[1305]  train-auc:0.832206±0.004003 test-auc:0.808113±0.014439 
[1306]  train-auc:0.832215±0.004004 test-auc:0.808130±0.014432 
[1307]  train-auc:0.832222±0.003999 test-auc:0.808137±0.014439 
[1308]  train-auc:0.832237±0.003992 test-auc:0.808146±0.014446 
[1309]  train-auc:0.832256±0.003985 test-auc:0.808170±0.014458 
[1310]  train-auc:0.832273±0.003987 test-auc:0.808197±0.014444 
[1311]  train-auc:0.832286±0.003983 test-auc:0.808192±0.014447 
[1312]  train-auc:0.832298±0.003981 test-auc:0.808187±0.014465 
[1313]  train-auc:0.832321±0.003978 test-auc:0.808206±0.014454 
[1314]  train-auc:0.832332±0.003976 test-auc:0.808218±0.014457 
[1315]  train-auc:0.832348±0.003990 test-auc:0.808228±0.014454 
[1316]  train-auc:0.832361±0.003991 test-auc:0.808242±0.014458 
[1317]  train-auc:0.832375±0.003993 test-auc:0.808245±0.014456 
[1318]  train-auc:0.832389±0.003990 test-auc:0.808244±0.014450 
[1319]  train-auc:0.832400±0.003989 test-auc:0.808240±0.014448 
[1320]  train-auc:0.832408±0.003992 test-auc:0.808242±0.014454 
[1321]  train-auc:0.832413±0.003989 test-auc:0.808243±0.014461 
[1322]  train-auc:0.832427±0.003994 test-auc:0.808254±0.014443 
[1323]  train-auc:0.832439±0.003993 test-auc:0.808250±0.014437 
[1324]  train-auc:0.832462±0.003986 test-auc:0.808271±0.014452 
[1325]  train-auc:0.832474±0.003981 test-auc:0.808266±0.014466 
[1326]  train-auc:0.832488±0.003981 test-auc:0.808279±0.014465 
[1327]  train-auc:0.832504±0.003978 test-auc:0.808283±0.014473 
[1328]  train-auc:0.832516±0.003976 test-auc:0.808297±0.014477 
[1329]  train-auc:0.832525±0.003976 test-auc:0.808302±0.014469 
[1330]  train-auc:0.832532±0.003975 test-auc:0.808309±0.014479 
[1331]  train-auc:0.832538±0.003976 test-auc:0.808310±0.014482 
[1332]  train-auc:0.832554±0.003972 test-auc:0.808309±0.014467 
[1333]  train-auc:0.832567±0.003972 test-auc:0.808317±0.014475 
[1334]  train-auc:0.832574±0.003974 test-auc:0.808322±0.014468 
[1335]  train-auc:0.832586±0.003971 test-auc:0.808332±0.014475 
[1336]  train-auc:0.832606±0.003965 test-auc:0.808338±0.014483 
[1337]  train-auc:0.832622±0.003967 test-auc:0.808339±0.014470 
[1338]  train-auc:0.832639±0.003971 test-auc:0.808344±0.014477 
[1339]  train-auc:0.832646±0.003972 test-auc:0.808347±0.014470 
[1340]  train-auc:0.832659±0.003972 test-auc:0.808354±0.014453 
[1341]  train-auc:0.832670±0.003977 test-auc:0.808360±0.014448 
[1342]  train-auc:0.832684±0.003982 test-auc:0.808360±0.014443 
[1343]  train-auc:0.832693±0.003980 test-auc:0.808354±0.014453 
[1344]  train-auc:0.832705±0.003975 test-auc:0.808355±0.014451 
[1345]  train-auc:0.832717±0.003976 test-auc:0.808366±0.014462 
[1346]  train-auc:0.832734±0.003978 test-auc:0.808390±0.014458 
[1347]  train-auc:0.832749±0.003966 test-auc:0.808414±0.014465 
[1348]  train-auc:0.832765±0.003966 test-auc:0.808416±0.014477 
[1349]  train-auc:0.832783±0.003960 test-auc:0.808415±0.014471 
[1350]  train-auc:0.832792±0.003960 test-auc:0.808426±0.014485 
[1351]  train-auc:0.832801±0.003954 test-auc:0.808431±0.014492 
[1352]  train-auc:0.832812±0.003955 test-auc:0.808444±0.014486 
[1353]  train-auc:0.832834±0.003957 test-auc:0.808448±0.014477 
[1354]  train-auc:0.832848±0.003955 test-auc:0.808461±0.014488 
[1355]  train-auc:0.832860±0.003957 test-auc:0.808463±0.014483 
[1356]  train-auc:0.832878±0.003951 test-auc:0.808477±0.014493 
[1357]  train-auc:0.832889±0.003955 test-auc:0.808473±0.014503 
[1358]  train-auc:0.832900±0.003958 test-auc:0.808480±0.014497 
[1359]  train-auc:0.832911±0.003954 test-auc:0.808499±0.014505 
[1360]  train-auc:0.832923±0.003957 test-auc:0.808505±0.014526 
[1361]  train-auc:0.832934±0.003958 test-auc:0.808507±0.014523 
[1362]  train-auc:0.832948±0.003960 test-auc:0.808512±0.014533 
[1363]  train-auc:0.832961±0.003966 test-auc:0.808516±0.014540 
[1364]  train-auc:0.832968±0.003962 test-auc:0.808513±0.014544 
[1365]  train-auc:0.832974±0.003956 test-auc:0.808518±0.014539 
[1366]  train-auc:0.832993±0.003956 test-auc:0.808533±0.014536 
[1367]  train-auc:0.833007±0.003959 test-auc:0.808540±0.014527 
[1368]  train-auc:0.833019±0.003961 test-auc:0.808528±0.014527 
[1369]  train-auc:0.833029±0.003957 test-auc:0.808534±0.014537 
[1370]  train-auc:0.833042±0.003957 test-auc:0.808540±0.014552 
[1371]  train-auc:0.833063±0.003949 test-auc:0.808552±0.014570 
[1372]  train-auc:0.833072±0.003944 test-auc:0.808555±0.014572 
[1373]  train-auc:0.833081±0.003944 test-auc:0.808549±0.014570 
[1374]  train-auc:0.833092±0.003940 test-auc:0.808554±0.014563 
[1375]  train-auc:0.833108±0.003944 test-auc:0.808556±0.014566 
[1376]  train-auc:0.833121±0.003941 test-auc:0.808559±0.014554 
[1377]  train-auc:0.833131±0.003938 test-auc:0.808563±0.014562 
[1378]  train-auc:0.833145±0.003944 test-auc:0.808577±0.014552 
[1379]  train-auc:0.833152±0.003944 test-auc:0.808585±0.014550 
[1380]  train-auc:0.833164±0.003947 test-auc:0.808583±0.014553 
[1381]  train-auc:0.833176±0.003947 test-auc:0.808581±0.014549 
[1382]  train-auc:0.833184±0.003945 test-auc:0.808568±0.014548 
[1383]  train-auc:0.833192±0.003943 test-auc:0.808581±0.014547 
[1384]  train-auc:0.833207±0.003939 test-auc:0.808585±0.014543 
[1385]  train-auc:0.833221±0.003933 test-auc:0.808594±0.014538 
[1386]  train-auc:0.833234±0.003930 test-auc:0.808596±0.014555 
[1387]  train-auc:0.833238±0.003931 test-auc:0.808604±0.014546 
[1388]  train-auc:0.833251±0.003935 test-auc:0.808592±0.014551 
[1389]  train-auc:0.833267±0.003938 test-auc:0.808608±0.014543 
[1390]  train-auc:0.833283±0.003929 test-auc:0.808621±0.014562 
[1391]  train-auc:0.833297±0.003930 test-auc:0.808634±0.014558 
[1392]  train-auc:0.833305±0.003929 test-auc:0.808630±0.014562 
[1393]  train-auc:0.833323±0.003924 test-auc:0.808638±0.014567 
[1394]  train-auc:0.833339±0.003920 test-auc:0.808633±0.014575 
[1395]  train-auc:0.833351±0.003914 test-auc:0.808648±0.014582 
[1396]  train-auc:0.833365±0.003911 test-auc:0.808641±0.014590 
[1397]  train-auc:0.833377±0.003905 test-auc:0.808643±0.014584 
[1398]  train-auc:0.833396±0.003904 test-auc:0.808660±0.014594 
[1399]  train-auc:0.833412±0.003903 test-auc:0.808657±0.014584 
[1400]  train-auc:0.833425±0.003910 test-auc:0.808662±0.014600 
[1401]  train-auc:0.833436±0.003907 test-auc:0.808670±0.014602 
[1402]  train-auc:0.833451±0.003911 test-auc:0.808680±0.014604 
[1403]  train-auc:0.833460±0.003914 test-auc:0.808697±0.014601 
[1404]  train-auc:0.833478±0.003917 test-auc:0.808688±0.014603 
[1405]  train-auc:0.833490±0.003913 test-auc:0.808699±0.014598 
[1406]  train-auc:0.833505±0.003911 test-auc:0.808715±0.014609 
[1407]  train-auc:0.833515±0.003902 test-auc:0.808714±0.014604 
[1408]  train-auc:0.833528±0.003899 test-auc:0.808710±0.014626 
[1409]  train-auc:0.833539±0.003899 test-auc:0.808713±0.014618 
[1410]  train-auc:0.833546±0.003901 test-auc:0.808711±0.014620 
[1411]  train-auc:0.833556±0.003899 test-auc:0.808719±0.014616 
[1412]  train-auc:0.833568±0.003903 test-auc:0.808732±0.014608 
[1413]  train-auc:0.833579±0.003903 test-auc:0.808741±0.014606 
[1414]  train-auc:0.833594±0.003901 test-auc:0.808741±0.014610 
[1415]  train-auc:0.833604±0.003905 test-auc:0.808739±0.014619 
[1416]  train-auc:0.833612±0.003903 test-auc:0.808728±0.014623 
[1417]  train-auc:0.833622±0.003904 test-auc:0.808729±0.014632 
[1418]  train-auc:0.833631±0.003903 test-auc:0.808726±0.014645 
[1419]  train-auc:0.833644±0.003901 test-auc:0.808726±0.014655 
[1420]  train-auc:0.833657±0.003893 test-auc:0.808744±0.014648 
[1421]  train-auc:0.833672±0.003892 test-auc:0.808740±0.014654 
[1422]  train-auc:0.833683±0.003888 test-auc:0.808760±0.014655 
[1423]  train-auc:0.833694±0.003889 test-auc:0.808756±0.014661 
[1424]  train-auc:0.833702±0.003892 test-auc:0.808770±0.014668 
[1425]  train-auc:0.833714±0.003897 test-auc:0.808773±0.014666 
[1426]  train-auc:0.833720±0.003893 test-auc:0.808766±0.014669 
[1427]  train-auc:0.833735±0.003895 test-auc:0.808765±0.014658 
[1428]  train-auc:0.833750±0.003897 test-auc:0.808769±0.014646 
[1429]  train-auc:0.833760±0.003896 test-auc:0.808756±0.014662 
[1430]  train-auc:0.833776±0.003890 test-auc:0.808752±0.014664 
[1431]  train-auc:0.833793±0.003892 test-auc:0.808762±0.014651 
[1432]  train-auc:0.833802±0.003888 test-auc:0.808772±0.014658 
[1433]  train-auc:0.833811±0.003892 test-auc:0.808763±0.014662 
[1434]  train-auc:0.833822±0.003895 test-auc:0.808776±0.014658 
[1435]  train-auc:0.833839±0.003890 test-auc:0.808777±0.014658 
[1436]  train-auc:0.833849±0.003887 test-auc:0.808783±0.014651 
[1437]  train-auc:0.833857±0.003886 test-auc:0.808778±0.014649 
[1438]  train-auc:0.833869±0.003890 test-auc:0.808787±0.014649 
[1439]  train-auc:0.833882±0.003886 test-auc:0.808798±0.014648 
[1440]  train-auc:0.833890±0.003885 test-auc:0.808806±0.014655 
[1441]  train-auc:0.833912±0.003881 test-auc:0.808812±0.014663 
[1442]  train-auc:0.833918±0.003881 test-auc:0.808810±0.014667 
[1443]  train-auc:0.833938±0.003875 test-auc:0.808813±0.014672 
[1444]  train-auc:0.833958±0.003868 test-auc:0.808824±0.014667 
[1445]  train-auc:0.833967±0.003868 test-auc:0.808827±0.014685 
[1446]  train-auc:0.833980±0.003867 test-auc:0.808828±0.014698 
[1447]  train-auc:0.833990±0.003866 test-auc:0.808831±0.014691 
[1448]  train-auc:0.833997±0.003868 test-auc:0.808846±0.014696 
[1449]  train-auc:0.834008±0.003870 test-auc:0.808840±0.014710 
[1450]  train-auc:0.834026±0.003865 test-auc:0.808857±0.014713 
[1451]  train-auc:0.834031±0.003865 test-auc:0.808862±0.014712 
[1452]  train-auc:0.834038±0.003862 test-auc:0.808860±0.014711 
[1453]  train-auc:0.834047±0.003861 test-auc:0.808868±0.014712 
[1454]  train-auc:0.834057±0.003861 test-auc:0.808883±0.014718 
[1455]  train-auc:0.834070±0.003859 test-auc:0.808880±0.014708 
[1456]  train-auc:0.834087±0.003861 test-auc:0.808876±0.014716 
[1457]  train-auc:0.834097±0.003861 test-auc:0.808874±0.014712 
[1458]  train-auc:0.834109±0.003865 test-auc:0.808880±0.014713 
[1459]  train-auc:0.834113±0.003867 test-auc:0.808881±0.014715 
[1460]  train-auc:0.834129±0.003862 test-auc:0.808897±0.014732 
[1461]  train-auc:0.834143±0.003863 test-auc:0.808901±0.014723 
[1462]  train-auc:0.834157±0.003866 test-auc:0.808909±0.014717 
[1463]  train-auc:0.834167±0.003863 test-auc:0.808915±0.014718 
[1464]  train-auc:0.834175±0.003862 test-auc:0.808914±0.014710 
[1465]  train-auc:0.834184±0.003858 test-auc:0.808915±0.014707 
[1466]  train-auc:0.834198±0.003858 test-auc:0.808926±0.014712 
[1467]  train-auc:0.834215±0.003849 test-auc:0.808934±0.014711 
[1468]  train-auc:0.834230±0.003840 test-auc:0.808949±0.014719 
[1469]  train-auc:0.834239±0.003843 test-auc:0.808951±0.014723 
[1470]  train-auc:0.834250±0.003836 test-auc:0.808956±0.014724 
[1471]  train-auc:0.834268±0.003835 test-auc:0.808972±0.014737 
[1472]  train-auc:0.834271±0.003836 test-auc:0.808971±0.014728 
[1473]  train-auc:0.834286±0.003833 test-auc:0.808996±0.014738 
[1474]  train-auc:0.834292±0.003834 test-auc:0.809002±0.014731 
[1475]  train-auc:0.834301±0.003834 test-auc:0.809009±0.014725 
[1476]  train-auc:0.834309±0.003837 test-auc:0.809001±0.014716 
[1477]  train-auc:0.834322±0.003832 test-auc:0.809008±0.014721 
[1478]  train-auc:0.834333±0.003833 test-auc:0.809021±0.014729 
[1479]  train-auc:0.834346±0.003830 test-auc:0.809027±0.014725 
[1480]  train-auc:0.834357±0.003828 test-auc:0.809023±0.014727 
[1481]  train-auc:0.834369±0.003818 test-auc:0.809030±0.014735 
[1482]  train-auc:0.834381±0.003819 test-auc:0.809038±0.014738 
[1483]  train-auc:0.834394±0.003821 test-auc:0.809038±0.014731 
[1484]  train-auc:0.834398±0.003821 test-auc:0.809038±0.014736 
[1485]  train-auc:0.834402±0.003819 test-auc:0.809048±0.014727 
[1486]  train-auc:0.834415±0.003816 test-auc:0.809052±0.014732 
[1487]  train-auc:0.834426±0.003811 test-auc:0.809067±0.014739 
[1488]  train-auc:0.834440±0.003805 test-auc:0.809067±0.014754 
[1489]  train-auc:0.834452±0.003808 test-auc:0.809079±0.014765 
[1490]  train-auc:0.834460±0.003803 test-auc:0.809079±0.014770 
[1491]  train-auc:0.834474±0.003799 test-auc:0.809081±0.014766 
[1492]  train-auc:0.834481±0.003800 test-auc:0.809072±0.014766 
[1493]  train-auc:0.834494±0.003796 test-auc:0.809064±0.014777 
[1494]  train-auc:0.834507±0.003786 test-auc:0.809051±0.014767 
[1495]  train-auc:0.834519±0.003788 test-auc:0.809050±0.014768 
[1496]  train-auc:0.834528±0.003787 test-auc:0.809058±0.014770 
[1497]  train-auc:0.834532±0.003791 test-auc:0.809063±0.014772 
[1498]  train-auc:0.834537±0.003791 test-auc:0.809062±0.014772 
[1499]  train-auc:0.834545±0.003794 test-auc:0.809064±0.014774 
[1500]  train-auc:0.834555±0.003797 test-auc:0.809064±0.014755 
[1501]  train-auc:0.834572±0.003797 test-auc:0.809064±0.014750 
[1502]  train-auc:0.834578±0.003798 test-auc:0.809072±0.014753 
[1503]  train-auc:0.834590±0.003791 test-auc:0.809068±0.014767 
[1504]  train-auc:0.834608±0.003791 test-auc:0.809071±0.014764 
[1505]  train-auc:0.834618±0.003792 test-auc:0.809076±0.014758 
[1506]  train-auc:0.834625±0.003786 test-auc:0.809081±0.014758 
[1507]  train-auc:0.834639±0.003783 test-auc:0.809086±0.014769 
[1508]  train-auc:0.834647±0.003782 test-auc:0.809088±0.014764 
[1509]  train-auc:0.834653±0.003782 test-auc:0.809097±0.014764 
[1510]  train-auc:0.834661±0.003779 test-auc:0.809095±0.014768 
[1511]  train-auc:0.834672±0.003784 test-auc:0.809097±0.014770 
[1512]  train-auc:0.834688±0.003780 test-auc:0.809110±0.014770 
[1513]  train-auc:0.834702±0.003776 test-auc:0.809110±0.014778 
[1514]  train-auc:0.834710±0.003773 test-auc:0.809104±0.014771 
[1515]  train-auc:0.834719±0.003767 test-auc:0.809113±0.014780 
[1516]  train-auc:0.834728±0.003766 test-auc:0.809105±0.014789 
[1517]  train-auc:0.834739±0.003760 test-auc:0.809101±0.014790 
[1518]  train-auc:0.834754±0.003759 test-auc:0.809100±0.014807 
[1519]  train-auc:0.834765±0.003755 test-auc:0.809109±0.014806 
[1520]  train-auc:0.834786±0.003755 test-auc:0.809109±0.014816 
[1521]  train-auc:0.834799±0.003757 test-auc:0.809123±0.014813 
[1522]  train-auc:0.834807±0.003752 test-auc:0.809131±0.014809 
[1523]  train-auc:0.834818±0.003753 test-auc:0.809135±0.014798 
[1524]  train-auc:0.834825±0.003753 test-auc:0.809127±0.014801 
[1525]  train-auc:0.834837±0.003751 test-auc:0.809148±0.014805 
[1526]  train-auc:0.834841±0.003755 test-auc:0.809157±0.014805 
[1527]  train-auc:0.834851±0.003750 test-auc:0.809160±0.014816 
[1528]  train-auc:0.834864±0.003744 test-auc:0.809152±0.014822 
[1529]  train-auc:0.834875±0.003744 test-auc:0.809157±0.014824 
[1530]  train-auc:0.834892±0.003742 test-auc:0.809146±0.014823 
[1531]  train-auc:0.834905±0.003741 test-auc:0.809151±0.014817 
[1532]  train-auc:0.834915±0.003741 test-auc:0.809165±0.014808 
[1533]  train-auc:0.834926±0.003734 test-auc:0.809166±0.014818 
[1534]  train-auc:0.834939±0.003723 test-auc:0.809162±0.014816 
[1535]  train-auc:0.834948±0.003721 test-auc:0.809174±0.014810 
[1536]  train-auc:0.834960±0.003720 test-auc:0.809179±0.014821 
[1537]  train-auc:0.834968±0.003720 test-auc:0.809189±0.014818 
[1538]  train-auc:0.834980±0.003715 test-auc:0.809190±0.014821 
[1539]  train-auc:0.835002±0.003716 test-auc:0.809202±0.014800 
[1540]  train-auc:0.835018±0.003714 test-auc:0.809205±0.014793 
[1541]  train-auc:0.835031±0.003711 test-auc:0.809206±0.014801 
[1542]  train-auc:0.835039±0.003708 test-auc:0.809199±0.014803 
[1543]  train-auc:0.835051±0.003701 test-auc:0.809213±0.014801 
[1544]  train-auc:0.835071±0.003702 test-auc:0.809202±0.014811 
[1545]  train-auc:0.835086±0.003694 test-auc:0.809213±0.014824 
[1546]  train-auc:0.835093±0.003694 test-auc:0.809208±0.014830 
[1547]  train-auc:0.835104±0.003689 test-auc:0.809213±0.014824 
[1548]  train-auc:0.835115±0.003686 test-auc:0.809218±0.014820 
[1549]  train-auc:0.835126±0.003680 test-auc:0.809225±0.014825 
[1550]  train-auc:0.835140±0.003678 test-auc:0.809231±0.014824 
[1551]  train-auc:0.835150±0.003678 test-auc:0.809231±0.014824 
[1552]  train-auc:0.835163±0.003677 test-auc:0.809249±0.014817 
[1553]  train-auc:0.835171±0.003681 test-auc:0.809257±0.014816 
[1554]  train-auc:0.835186±0.003680 test-auc:0.809255±0.014829 
[1555]  train-auc:0.835196±0.003685 test-auc:0.809256±0.014831 
[1556]  train-auc:0.835200±0.003687 test-auc:0.809252±0.014830 
[1557]  train-auc:0.835210±0.003683 test-auc:0.809251±0.014829 
[1558]  train-auc:0.835222±0.003681 test-auc:0.809250±0.014824 
[1559]  train-auc:0.835234±0.003686 test-auc:0.809250±0.014836 
[1560]  train-auc:0.835252±0.003688 test-auc:0.809248±0.014826 
[1561]  train-auc:0.835263±0.003687 test-auc:0.809254±0.014825 
[1562]  train-auc:0.835273±0.003683 test-auc:0.809271±0.014821 
[1563]  train-auc:0.835284±0.003678 test-auc:0.809270±0.014822 
[1564]  train-auc:0.835299±0.003676 test-auc:0.809271±0.014811 
[1565]  train-auc:0.835309±0.003671 test-auc:0.809275±0.014814 
[1566]  train-auc:0.835317±0.003671 test-auc:0.809272±0.014812 
[1567]  train-auc:0.835325±0.003667 test-auc:0.809263±0.014813 
[1568]  train-auc:0.835328±0.003667 test-auc:0.809267±0.014805 
[1569]  train-auc:0.835347±0.003664 test-auc:0.809276±0.014807 
[1570]  train-auc:0.835354±0.003664 test-auc:0.809269±0.014825 
[1571]  train-auc:0.835364±0.003668 test-auc:0.809277±0.014825 
[1572]  train-auc:0.835377±0.003664 test-auc:0.809275±0.014824 
[1573]  train-auc:0.835385±0.003667 test-auc:0.809282±0.014822 
[1574]  train-auc:0.835397±0.003662 test-auc:0.809282±0.014815 
[1575]  train-auc:0.835409±0.003665 test-auc:0.809295±0.014797 
[1576]  train-auc:0.835422±0.003671 test-auc:0.809296±0.014792 
[1577]  train-auc:0.835439±0.003672 test-auc:0.809291±0.014784 
[1578]  train-auc:0.835453±0.003670 test-auc:0.809279±0.014784 
[1579]  train-auc:0.835459±0.003671 test-auc:0.809282±0.014785 
[1580]  train-auc:0.835468±0.003671 test-auc:0.809288±0.014786 
[1581]  train-auc:0.835475±0.003665 test-auc:0.809303±0.014784 
[1582]  train-auc:0.835489±0.003664 test-auc:0.809308±0.014789 
[1583]  train-auc:0.835497±0.003664 test-auc:0.809314±0.014796 
[1584]  train-auc:0.835507±0.003657 test-auc:0.809323±0.014809 
[1585]  train-auc:0.835517±0.003657 test-auc:0.809320±0.014817 
[1586]  train-auc:0.835525±0.003661 test-auc:0.809318±0.014808 
[1587]  train-auc:0.835531±0.003660 test-auc:0.809308±0.014814 
[1588]  train-auc:0.835542±0.003669 test-auc:0.809316±0.014807 
[1589]  train-auc:0.835552±0.003670 test-auc:0.809321±0.014806 
[1590]  train-auc:0.835563±0.003665 test-auc:0.809326±0.014808 
[1591]  train-auc:0.835577±0.003663 test-auc:0.809344±0.014815 
[1592]  train-auc:0.835588±0.003664 test-auc:0.809345±0.014821 
[1593]  train-auc:0.835598±0.003659 test-auc:0.809347±0.014820 
[1594]  train-auc:0.835609±0.003660 test-auc:0.809360±0.014817 
[1595]  train-auc:0.835616±0.003662 test-auc:0.809364±0.014825 
[1596]  train-auc:0.835626±0.003663 test-auc:0.809361±0.014837 
[1597]  train-auc:0.835636±0.003663 test-auc:0.809357±0.014831 
[1598]  train-auc:0.835647±0.003657 test-auc:0.809366±0.014830 
[1599]  train-auc:0.835663±0.003661 test-auc:0.809366±0.014815 
[1600]  train-auc:0.835670±0.003660 test-auc:0.809368±0.014806 
[1601]  train-auc:0.835680±0.003660 test-auc:0.809363±0.014818 
[1602]  train-auc:0.835687±0.003662 test-auc:0.809367±0.014816 
[1603]  train-auc:0.835699±0.003656 test-auc:0.809377±0.014820 
[1604]  train-auc:0.835707±0.003659 test-auc:0.809374±0.014815 
[1605]  train-auc:0.835718±0.003662 test-auc:0.809375±0.014817 
[1606]  train-auc:0.835739±0.003665 test-auc:0.809373±0.014831 
[1607]  train-auc:0.835749±0.003667 test-auc:0.809365±0.014836 
[1608]  train-auc:0.835758±0.003667 test-auc:0.809367±0.014825 
[1609]  train-auc:0.835768±0.003667 test-auc:0.809377±0.014825 
[1610]  train-auc:0.835784±0.003667 test-auc:0.809385±0.014835 
[1611]  train-auc:0.835793±0.003667 test-auc:0.809385±0.014832 
[1612]  train-auc:0.835808±0.003671 test-auc:0.809384±0.014830 
[1613]  train-auc:0.835821±0.003668 test-auc:0.809395±0.014829 
[1614]  train-auc:0.835830±0.003667 test-auc:0.809391±0.014823 
[1615]  train-auc:0.835847±0.003665 test-auc:0.809401±0.014821 
[1616]  train-auc:0.835862±0.003666 test-auc:0.809403±0.014815 
[1617]  train-auc:0.835867±0.003668 test-auc:0.809407±0.014810 
[1618]  train-auc:0.835882±0.003676 test-auc:0.809406±0.014815 
[1619]  train-auc:0.835891±0.003679 test-auc:0.809409±0.014800 
[1620]  train-auc:0.835907±0.003673 test-auc:0.809419±0.014801 
[1621]  train-auc:0.835920±0.003672 test-auc:0.809423±0.014808 
[1622]  train-auc:0.835935±0.003679 test-auc:0.809426±0.014813 
[1623]  train-auc:0.835944±0.003680 test-auc:0.809423±0.014815 
[1624]  train-auc:0.835953±0.003681 test-auc:0.809425±0.014816 
[1625]  train-auc:0.835959±0.003680 test-auc:0.809425±0.014815 
[1626]  train-auc:0.835970±0.003678 test-auc:0.809437±0.014820 
[1627]  train-auc:0.835982±0.003675 test-auc:0.809427±0.014834 
[1628]  train-auc:0.835993±0.003675 test-auc:0.809434±0.014830 
[1629]  train-auc:0.836009±0.003673 test-auc:0.809443±0.014825 
[1630]  train-auc:0.836018±0.003673 test-auc:0.809440±0.014830 
[1631]  train-auc:0.836024±0.003674 test-auc:0.809441±0.014828 
[1632]  train-auc:0.836031±0.003671 test-auc:0.809448±0.014824 
[1633]  train-auc:0.836036±0.003672 test-auc:0.809453±0.014811 
[1634]  train-auc:0.836050±0.003672 test-auc:0.809451±0.014815 
[1635]  train-auc:0.836056±0.003673 test-auc:0.809453±0.014812 
[1636]  train-auc:0.836068±0.003678 test-auc:0.809455±0.014812 
[1637]  train-auc:0.836087±0.003679 test-auc:0.809456±0.014823 
[1638]  train-auc:0.836097±0.003679 test-auc:0.809446±0.014821 
[1639]  train-auc:0.836111±0.003684 test-auc:0.809445±0.014826 
[1640]  train-auc:0.836116±0.003684 test-auc:0.809438±0.014814 
[1641]  train-auc:0.836123±0.003686 test-auc:0.809432±0.014812 
[1642]  train-auc:0.836133±0.003683 test-auc:0.809435±0.014820 
[1643]  train-auc:0.836143±0.003679 test-auc:0.809437±0.014820 
[1644]  train-auc:0.836164±0.003688 test-auc:0.809441±0.014826 
[1645]  train-auc:0.836169±0.003683 test-auc:0.809443±0.014826 
[1646]  train-auc:0.836175±0.003683 test-auc:0.809442±0.014828 
[1647]  train-auc:0.836188±0.003687 test-auc:0.809435±0.014839 
[1648]  train-auc:0.836203±0.003686 test-auc:0.809439±0.014853 
[1649]  train-auc:0.836219±0.003683 test-auc:0.809417±0.014857 
[1650]  train-auc:0.836228±0.003685 test-auc:0.809418±0.014852 
[1651]  train-auc:0.836244±0.003686 test-auc:0.809427±0.014856 
[1652]  train-auc:0.836255±0.003685 test-auc:0.809426±0.014848 
[1653]  train-auc:0.836265±0.003677 test-auc:0.809427±0.014851 
[1654]  train-auc:0.836275±0.003679 test-auc:0.809427±0.014850 
[1655]  train-auc:0.836286±0.003676 test-auc:0.809435±0.014852 
[1656]  train-auc:0.836300±0.003683 test-auc:0.809434±0.014851 
[1657]  train-auc:0.836307±0.003681 test-auc:0.809436±0.014853 
[1658]  train-auc:0.836320±0.003691 test-auc:0.809448±0.014837 
[1659]  train-auc:0.836328±0.003683 test-auc:0.809462±0.014840 
[1660]  train-auc:0.836338±0.003687 test-auc:0.809477±0.014833 
[1661]  train-auc:0.836346±0.003685 test-auc:0.809480±0.014845 
[1662]  train-auc:0.836355±0.003683 test-auc:0.809476±0.014852 
[1663]  train-auc:0.836364±0.003685 test-auc:0.809472±0.014853 
[1664]  train-auc:0.836379±0.003683 test-auc:0.809473±0.014862 
[1665]  train-auc:0.836388±0.003683 test-auc:0.809478±0.014856 
[1666]  train-auc:0.836396±0.003676 test-auc:0.809496±0.014869 
[1667]  train-auc:0.836409±0.003683 test-auc:0.809499±0.014866 
[1668]  train-auc:0.836414±0.003681 test-auc:0.809504±0.014878 
[1669]  train-auc:0.836419±0.003678 test-auc:0.809500±0.014886 
[1670]  train-auc:0.836432±0.003679 test-auc:0.809497±0.014892 
[1671]  train-auc:0.836441±0.003680 test-auc:0.809498±0.014893 
[1672]  train-auc:0.836453±0.003678 test-auc:0.809497±0.014888 
[1673]  train-auc:0.836461±0.003680 test-auc:0.809503±0.014904 
[1674]  train-auc:0.836470±0.003673 test-auc:0.809505±0.014897 
[1675]  train-auc:0.836481±0.003674 test-auc:0.809516±0.014903 
[1676]  train-auc:0.836487±0.003674 test-auc:0.809520±0.014916 
[1677]  train-auc:0.836498±0.003677 test-auc:0.809524±0.014892 
[1678]  train-auc:0.836513±0.003674 test-auc:0.809535±0.014893 
[1679]  train-auc:0.836527±0.003664 test-auc:0.809543±0.014893 
[1680]  train-auc:0.836542±0.003657 test-auc:0.809548±0.014903 
[1681]  train-auc:0.836547±0.003660 test-auc:0.809543±0.014911 
[1682]  train-auc:0.836559±0.003662 test-auc:0.809551±0.014903 
[1683]  train-auc:0.836570±0.003662 test-auc:0.809547±0.014905 
[1684]  train-auc:0.836576±0.003659 test-auc:0.809556±0.014902 
[1685]  train-auc:0.836588±0.003662 test-auc:0.809551±0.014908 
[1686]  train-auc:0.836600±0.003663 test-auc:0.809555±0.014921 
[1687]  train-auc:0.836612±0.003664 test-auc:0.809555±0.014935 
[1688]  train-auc:0.836628±0.003669 test-auc:0.809573±0.014936 
[1689]  train-auc:0.836636±0.003668 test-auc:0.809578±0.014942 
[1690]  train-auc:0.836648±0.003663 test-auc:0.809577±0.014926 
[1691]  train-auc:0.836655±0.003661 test-auc:0.809572±0.014931 
[1692]  train-auc:0.836659±0.003661 test-auc:0.809575±0.014929 
[1693]  train-auc:0.836673±0.003664 test-auc:0.809585±0.014927 
[1694]  train-auc:0.836677±0.003663 test-auc:0.809591±0.014922 
[1695]  train-auc:0.836687±0.003662 test-auc:0.809599±0.014928 
[1696]  train-auc:0.836698±0.003656 test-auc:0.809608±0.014922 
[1697]  train-auc:0.836713±0.003661 test-auc:0.809616±0.014915 
[1698]  train-auc:0.836717±0.003662 test-auc:0.809620±0.014913 
[1699]  train-auc:0.836729±0.003667 test-auc:0.809624±0.014912 
[1700]  train-auc:0.836741±0.003668 test-auc:0.809620±0.014911 
[1701]  train-auc:0.836748±0.003670 test-auc:0.809617±0.014908 
[1702]  train-auc:0.836762±0.003674 test-auc:0.809623±0.014903 
[1703]  train-auc:0.836776±0.003673 test-auc:0.809643±0.014899 
[1704]  train-auc:0.836790±0.003678 test-auc:0.809645±0.014894 
[1705]  train-auc:0.836795±0.003673 test-auc:0.809645±0.014901 
[1706]  train-auc:0.836806±0.003673 test-auc:0.809649±0.014892 
[1707]  train-auc:0.836817±0.003678 test-auc:0.809651±0.014875 
[1708]  train-auc:0.836833±0.003690 test-auc:0.809648±0.014873 
[1709]  train-auc:0.836846±0.003690 test-auc:0.809648±0.014872 
[1710]  train-auc:0.836855±0.003693 test-auc:0.809661±0.014876 
[1711]  train-auc:0.836862±0.003691 test-auc:0.809663±0.014885 
[1712]  train-auc:0.836866±0.003689 test-auc:0.809665±0.014881 
[1713]  train-auc:0.836873±0.003693 test-auc:0.809670±0.014879 
[1714]  train-auc:0.836886±0.003700 test-auc:0.809676±0.014875 
[1715]  train-auc:0.836892±0.003703 test-auc:0.809674±0.014869 
[1716]  train-auc:0.836901±0.003700 test-auc:0.809673±0.014880 
[1717]  train-auc:0.836914±0.003695 test-auc:0.809672±0.014868 
[1718]  train-auc:0.836919±0.003694 test-auc:0.809674±0.014869 
[1719]  train-auc:0.836924±0.003693 test-auc:0.809678±0.014887 
[1720]  train-auc:0.836935±0.003693 test-auc:0.809681±0.014888 
[1721]  train-auc:0.836943±0.003690 test-auc:0.809676±0.014890 
[1722]  train-auc:0.836955±0.003689 test-auc:0.809675±0.014899 
[1723]  train-auc:0.836964±0.003688 test-auc:0.809676±0.014900 
[1724]  train-auc:0.836977±0.003685 test-auc:0.809678±0.014905 
[1725]  train-auc:0.836986±0.003684 test-auc:0.809675±0.014898 
[1726]  train-auc:0.836998±0.003688 test-auc:0.809687±0.014893 
[1727]  train-auc:0.837009±0.003690 test-auc:0.809697±0.014886 
[1728]  train-auc:0.837015±0.003687 test-auc:0.809697±0.014890 
[1729]  train-auc:0.837024±0.003687 test-auc:0.809703±0.014900 
[1730]  train-auc:0.837027±0.003688 test-auc:0.809691±0.014891 
[1731]  train-auc:0.837037±0.003680 test-auc:0.809696±0.014897 
[1732]  train-auc:0.837042±0.003683 test-auc:0.809698±0.014900 
[1733]  train-auc:0.837047±0.003685 test-auc:0.809701±0.014908 
[1734]  train-auc:0.837065±0.003694 test-auc:0.809703±0.014897 
[1735]  train-auc:0.837073±0.003691 test-auc:0.809706±0.014914 
[1736]  train-auc:0.837082±0.003683 test-auc:0.809708±0.014912 
[1737]  train-auc:0.837091±0.003688 test-auc:0.809707±0.014913 
[1738]  train-auc:0.837093±0.003687 test-auc:0.809706±0.014911 
[1739]  train-auc:0.837107±0.003684 test-auc:0.809701±0.014903 
[1740]  train-auc:0.837122±0.003683 test-auc:0.809696±0.014907 
[1741]  train-auc:0.837130±0.003684 test-auc:0.809702±0.014910 
[1742]  train-auc:0.837141±0.003679 test-auc:0.809704±0.014915 
[1743]  train-auc:0.837148±0.003678 test-auc:0.809706±0.014919 
[1744]  train-auc:0.837161±0.003682 test-auc:0.809722±0.014921 
[1745]  train-auc:0.837165±0.003677 test-auc:0.809727±0.014927 
[1746]  train-auc:0.837179±0.003682 test-auc:0.809739±0.014916 
[1747]  train-auc:0.837189±0.003684 test-auc:0.809744±0.014924 
[1748]  train-auc:0.837205±0.003687 test-auc:0.809746±0.014918 
[1749]  train-auc:0.837213±0.003682 test-auc:0.809750±0.014928 
[1750]  train-auc:0.837217±0.003678 test-auc:0.809743±0.014932 
[1751]  train-auc:0.837232±0.003681 test-auc:0.809745±0.014935 
[1752]  train-auc:0.837237±0.003681 test-auc:0.809758±0.014931 
[1753]  train-auc:0.837248±0.003676 test-auc:0.809757±0.014937 
[1754]  train-auc:0.837259±0.003677 test-auc:0.809777±0.014941 
[1755]  train-auc:0.837265±0.003675 test-auc:0.809779±0.014948 
[1756]  train-auc:0.837270±0.003675 test-auc:0.809780±0.014941 
[1757]  train-auc:0.837282±0.003676 test-auc:0.809793±0.014946 
[1758]  train-auc:0.837289±0.003677 test-auc:0.809786±0.014944 
[1759]  train-auc:0.837298±0.003680 test-auc:0.809793±0.014946 
[1760]  train-auc:0.837317±0.003687 test-auc:0.809797±0.014940 
[1761]  train-auc:0.837320±0.003685 test-auc:0.809798±0.014938 
[1762]  train-auc:0.837335±0.003688 test-auc:0.809810±0.014922 
[1763]  train-auc:0.837346±0.003686 test-auc:0.809817±0.014916 
[1764]  train-auc:0.837351±0.003687 test-auc:0.809821±0.014917 
[1765]  train-auc:0.837368±0.003689 test-auc:0.809815±0.014934 
[1766]  train-auc:0.837371±0.003689 test-auc:0.809816±0.014928 
[1767]  train-auc:0.837382±0.003704 test-auc:0.809823±0.014923 
[1768]  train-auc:0.837384±0.003702 test-auc:0.809830±0.014915 
[1769]  train-auc:0.837390±0.003700 test-auc:0.809839±0.014908 
[1770]  train-auc:0.837403±0.003703 test-auc:0.809840±0.014901 
[1771]  train-auc:0.837414±0.003708 test-auc:0.809833±0.014889 
[1772]  train-auc:0.837422±0.003708 test-auc:0.809832±0.014891 
[1773]  train-auc:0.837427±0.003708 test-auc:0.809838±0.014894 
[1774]  train-auc:0.837449±0.003709 test-auc:0.809866±0.014890 
[1775]  train-auc:0.837459±0.003706 test-auc:0.809864±0.014894 
[1776]  train-auc:0.837462±0.003707 test-auc:0.809866±0.014896 
[1777]  train-auc:0.837471±0.003702 test-auc:0.809865±0.014901 
[1778]  train-auc:0.837490±0.003710 test-auc:0.809876±0.014899 
[1779]  train-auc:0.837497±0.003708 test-auc:0.809874±0.014891 
[1780]  train-auc:0.837508±0.003702 test-auc:0.809867±0.014897 
[1781]  train-auc:0.837517±0.003703 test-auc:0.809870±0.014895 
[1782]  train-auc:0.837523±0.003705 test-auc:0.809880±0.014899 
[1783]  train-auc:0.837531±0.003699 test-auc:0.809876±0.014904 
[1784]  train-auc:0.837540±0.003698 test-auc:0.809880±0.014903 
[1785]  train-auc:0.837547±0.003694 test-auc:0.809882±0.014905 
[1786]  train-auc:0.837555±0.003691 test-auc:0.809883±0.014916 
[1787]  train-auc:0.837561±0.003690 test-auc:0.809879±0.014912 
[1788]  train-auc:0.837571±0.003689 test-auc:0.809885±0.014913 
[1789]  train-auc:0.837581±0.003689 test-auc:0.809884±0.014915 
[1790]  train-auc:0.837591±0.003685 test-auc:0.809888±0.014912 
[1791]  train-auc:0.837604±0.003681 test-auc:0.809890±0.014913 
[1792]  train-auc:0.837616±0.003683 test-auc:0.809902±0.014913 
[1793]  train-auc:0.837629±0.003681 test-auc:0.809902±0.014925 
[1794]  train-auc:0.837643±0.003674 test-auc:0.809912±0.014934 
[1795]  train-auc:0.837654±0.003669 test-auc:0.809913±0.014931 
[1796]  train-auc:0.837668±0.003670 test-auc:0.809913±0.014925 
[1797]  train-auc:0.837676±0.003674 test-auc:0.809924±0.014914 
[1798]  train-auc:0.837680±0.003672 test-auc:0.809922±0.014916 
[1799]  train-auc:0.837687±0.003670 test-auc:0.809924±0.014916 
[1800]  train-auc:0.837698±0.003669 test-auc:0.809922±0.014908 
[1801]  train-auc:0.837703±0.003666 test-auc:0.809920±0.014910 
[1802]  train-auc:0.837716±0.003666 test-auc:0.809903±0.014906 
[1803]  train-auc:0.837731±0.003658 test-auc:0.809912±0.014910 
[1804]  train-auc:0.837747±0.003662 test-auc:0.809901±0.014919 
[1805]  train-auc:0.837757±0.003660 test-auc:0.809902±0.014920 
[1806]  train-auc:0.837763±0.003661 test-auc:0.809898±0.014919 
[1807]  train-auc:0.837775±0.003665 test-auc:0.809901±0.014927 
[1808]  train-auc:0.837787±0.003668 test-auc:0.809908±0.014923 
[1809]  train-auc:0.837793±0.003668 test-auc:0.809895±0.014920 
[1810]  train-auc:0.837802±0.003667 test-auc:0.809906±0.014928 
[1811]  train-auc:0.837813±0.003661 test-auc:0.809896±0.014938 
[1812]  train-auc:0.837821±0.003660 test-auc:0.809889±0.014945 
[1813]  train-auc:0.837833±0.003656 test-auc:0.809894±0.014956 
[1814]  train-auc:0.837842±0.003655 test-auc:0.809896±0.014960 
[1815]  train-auc:0.837852±0.003651 test-auc:0.809891±0.014953 
[1816]  train-auc:0.837858±0.003647 test-auc:0.809895±0.014958 
[1817]  train-auc:0.837869±0.003644 test-auc:0.809901±0.014959 
[1818]  train-auc:0.837876±0.003639 test-auc:0.809909±0.014961 
[1819]  train-auc:0.837881±0.003640 test-auc:0.809898±0.014961 
[1820]  train-auc:0.837891±0.003642 test-auc:0.809893±0.014954 
[1821]  train-auc:0.837898±0.003643 test-auc:0.809889±0.014962 
[1822]  train-auc:0.837910±0.003643 test-auc:0.809889±0.014956 
[1823]  train-auc:0.837927±0.003644 test-auc:0.809892±0.014960 
[1824]  train-auc:0.837948±0.003644 test-auc:0.809909±0.014957 
[1825]  train-auc:0.837967±0.003648 test-auc:0.809905±0.014960 
[1826]  train-auc:0.837977±0.003648 test-auc:0.809911±0.014961 
[1827]  train-auc:0.837984±0.003649 test-auc:0.809921±0.014964 
[1828]  train-auc:0.837991±0.003648 test-auc:0.809923±0.014965 
[1829]  train-auc:0.838000±0.003650 test-auc:0.809937±0.014961 
[1830]  train-auc:0.838006±0.003651 test-auc:0.809942±0.014988 
[1831]  train-auc:0.838012±0.003649 test-auc:0.809933±0.014990 
[1832]  train-auc:0.838023±0.003650 test-auc:0.809930±0.014989 
[1833]  train-auc:0.838030±0.003651 test-auc:0.809931±0.014990 
[1834]  train-auc:0.838039±0.003657 test-auc:0.809936±0.014994 
[1835]  train-auc:0.838044±0.003653 test-auc:0.809928±0.014993 
[1836]  train-auc:0.838054±0.003658 test-auc:0.809922±0.015000 
[1837]  train-auc:0.838060±0.003659 test-auc:0.809925±0.014999 
[1838]  train-auc:0.838066±0.003656 test-auc:0.809913±0.014997 
[1839]  train-auc:0.838077±0.003654 test-auc:0.809910±0.014997 
[1840]  train-auc:0.838091±0.003652 test-auc:0.809929±0.014996 
[1841]  train-auc:0.838102±0.003654 test-auc:0.809922±0.015008 
[1842]  train-auc:0.838109±0.003657 test-auc:0.809924±0.015002 
[1843]  train-auc:0.838114±0.003661 test-auc:0.809924±0.015006 
[1844]  train-auc:0.838124±0.003657 test-auc:0.809922±0.015007 
[1845]  train-auc:0.838134±0.003660 test-auc:0.809925±0.015005 
[1846]  train-auc:0.838145±0.003661 test-auc:0.809925±0.015000 
[1847]  train-auc:0.838151±0.003659 test-auc:0.809926±0.014994 
[1848]  train-auc:0.838157±0.003656 test-auc:0.809926±0.014994 
[1849]  train-auc:0.838165±0.003654 test-auc:0.809930±0.014993 
[1850]  train-auc:0.838173±0.003652 test-auc:0.809943±0.014985 
[1851]  train-auc:0.838181±0.003650 test-auc:0.809945±0.014981 
[1852]  train-auc:0.838186±0.003652 test-auc:0.809949±0.014980 
[1853]  train-auc:0.838195±0.003651 test-auc:0.809945±0.014980 
[1854]  train-auc:0.838207±0.003645 test-auc:0.809939±0.014997 
[1855]  train-auc:0.838214±0.003643 test-auc:0.809929±0.014990 
[1856]  train-auc:0.838233±0.003639 test-auc:0.809945±0.015007 
[1857]  train-auc:0.838253±0.003642 test-auc:0.809955±0.014999 
[1858]  train-auc:0.838268±0.003647 test-auc:0.809962±0.015004 
[1859]  train-auc:0.838286±0.003655 test-auc:0.809965±0.014982 
[1860]  train-auc:0.838297±0.003655 test-auc:0.809970±0.014985 
[1861]  train-auc:0.838304±0.003650 test-auc:0.809971±0.014988 
[1862]  train-auc:0.838314±0.003652 test-auc:0.809974±0.014995 
[1863]  train-auc:0.838323±0.003646 test-auc:0.809980±0.014995 
[1864]  train-auc:0.838332±0.003648 test-auc:0.809977±0.014994 
[1865]  train-auc:0.838336±0.003647 test-auc:0.809965±0.014996 
[1866]  train-auc:0.838350±0.003646 test-auc:0.809973±0.014993 
[1867]  train-auc:0.838359±0.003650 test-auc:0.809974±0.014988 
[1868]  train-auc:0.838366±0.003653 test-auc:0.809971±0.014979 
[1869]  train-auc:0.838372±0.003654 test-auc:0.809973±0.014976 
[1870]  train-auc:0.838386±0.003661 test-auc:0.809974±0.014977 
[1871]  train-auc:0.838392±0.003658 test-auc:0.809970±0.014976 
[1872]  train-auc:0.838397±0.003655 test-auc:0.809966±0.014962 
[1873]  train-auc:0.838410±0.003655 test-auc:0.809974±0.014962 
[1874]  train-auc:0.838417±0.003656 test-auc:0.809978±0.014957 
[1875]  train-auc:0.838430±0.003666 test-auc:0.809971±0.014970 
[1876]  train-auc:0.838440±0.003664 test-auc:0.809977±0.014972 
[1877]  train-auc:0.838448±0.003669 test-auc:0.809975±0.014974 
[1878]  train-auc:0.838453±0.003669 test-auc:0.809975±0.014968 
[1879]  train-auc:0.838470±0.003673 test-auc:0.809987±0.014956 
[1880]  train-auc:0.838473±0.003672 test-auc:0.809993±0.014960 
[1881]  train-auc:0.838482±0.003671 test-auc:0.809996±0.014961 
[1882]  train-auc:0.838489±0.003670 test-auc:0.810004±0.014955 
[1883]  train-auc:0.838495±0.003671 test-auc:0.809997±0.014958 
[1884]  train-auc:0.838507±0.003675 test-auc:0.809998±0.014956 
[1885]  train-auc:0.838513±0.003675 test-auc:0.810000±0.014955 
[1886]  train-auc:0.838518±0.003673 test-auc:0.810002±0.014966 
[1887]  train-auc:0.838529±0.003677 test-auc:0.809996±0.014957 
[1888]  train-auc:0.838536±0.003679 test-auc:0.809995±0.014947 
[1889]  train-auc:0.838549±0.003677 test-auc:0.809989±0.014943 
[1890]  train-auc:0.838553±0.003678 test-auc:0.809986±0.014956 
[1891]  train-auc:0.838562±0.003679 test-auc:0.809993±0.014945 
[1892]  train-auc:0.838572±0.003679 test-auc:0.810001±0.014949 
[1893]  train-auc:0.838581±0.003676 test-auc:0.810013±0.014966 
[1894]  train-auc:0.838591±0.003677 test-auc:0.810015±0.014964 
[1895]  train-auc:0.838602±0.003677 test-auc:0.810022±0.014971 
[1896]  train-auc:0.838608±0.003681 test-auc:0.810024±0.014974 
[1897]  train-auc:0.838619±0.003682 test-auc:0.810039±0.014976 
[1898]  train-auc:0.838630±0.003686 test-auc:0.810037±0.014959 
[1899]  train-auc:0.838641±0.003693 test-auc:0.810034±0.014960 
[1900]  train-auc:0.838646±0.003690 test-auc:0.810032±0.014972 
[1901]  train-auc:0.838651±0.003691 test-auc:0.810034±0.014970 
[1902]  train-auc:0.838661±0.003691 test-auc:0.810032±0.014969 
[1903]  train-auc:0.838670±0.003694 test-auc:0.810036±0.014970 
[1904]  train-auc:0.838681±0.003692 test-auc:0.810051±0.014970 
[1905]  train-auc:0.838692±0.003687 test-auc:0.810046±0.014975 
[1906]  train-auc:0.838702±0.003690 test-auc:0.810060±0.014986 
[1907]  train-auc:0.838711±0.003692 test-auc:0.810060±0.014989 
[1908]  train-auc:0.838715±0.003693 test-auc:0.810055±0.014990 
[1909]  train-auc:0.838722±0.003696 test-auc:0.810063±0.014994 
[1910]  train-auc:0.838733±0.003700 test-auc:0.810066±0.014987 
[1911]  train-auc:0.838743±0.003699 test-auc:0.810064±0.015000 
[1912]  train-auc:0.838755±0.003696 test-auc:0.810080±0.015005 
[1913]  train-auc:0.838767±0.003697 test-auc:0.810075±0.014997 
[1914]  train-auc:0.838778±0.003703 test-auc:0.810093±0.015002 
[1915]  train-auc:0.838791±0.003709 test-auc:0.810102±0.015001 
[1916]  train-auc:0.838796±0.003706 test-auc:0.810094±0.015011 
[1917]  train-auc:0.838799±0.003708 test-auc:0.810094±0.015003 
[1918]  train-auc:0.838808±0.003710 test-auc:0.810094±0.015004 
[1919]  train-auc:0.838817±0.003707 test-auc:0.810106±0.015006 
[1920]  train-auc:0.838825±0.003708 test-auc:0.810112±0.015002 
[1921]  train-auc:0.838838±0.003709 test-auc:0.810116±0.015006 
[1922]  train-auc:0.838852±0.003706 test-auc:0.810119±0.015011 
[1923]  train-auc:0.838866±0.003703 test-auc:0.810120±0.015015 
[1924]  train-auc:0.838875±0.003702 test-auc:0.810127±0.015006 
[1925]  train-auc:0.838889±0.003708 test-auc:0.810137±0.015000 
[1926]  train-auc:0.838905±0.003714 test-auc:0.810143±0.014997 
[1927]  train-auc:0.838914±0.003712 test-auc:0.810148±0.015004 
[1928]  train-auc:0.838922±0.003712 test-auc:0.810159±0.015006 
[1929]  train-auc:0.838940±0.003714 test-auc:0.810172±0.015009 
[1930]  train-auc:0.838958±0.003718 test-auc:0.810180±0.015018 
[1931]  train-auc:0.838964±0.003713 test-auc:0.810182±0.015027 
[1932]  train-auc:0.838973±0.003710 test-auc:0.810187±0.015031 
[1933]  train-auc:0.838979±0.003714 test-auc:0.810194±0.015024 
[1934]  train-auc:0.838993±0.003713 test-auc:0.810195±0.015024 
[1935]  train-auc:0.839000±0.003711 test-auc:0.810193±0.015031 
[1936]  train-auc:0.839009±0.003712 test-auc:0.810197±0.015040 
[1937]  train-auc:0.839019±0.003709 test-auc:0.810203±0.015049 
[1938]  train-auc:0.839022±0.003710 test-auc:0.810197±0.015049 
[1939]  train-auc:0.839026±0.003709 test-auc:0.810198±0.015056 
[1940]  train-auc:0.839039±0.003711 test-auc:0.810193±0.015055 
[1941]  train-auc:0.839041±0.003714 test-auc:0.810200±0.015054 
[1942]  train-auc:0.839048±0.003714 test-auc:0.810211±0.015061 
[1943]  train-auc:0.839063±0.003710 test-auc:0.810212±0.015064 
[1944]  train-auc:0.839072±0.003707 test-auc:0.810212±0.015056 
[1945]  train-auc:0.839083±0.003706 test-auc:0.810220±0.015055 
[1946]  train-auc:0.839095±0.003713 test-auc:0.810218±0.015050 
[1947]  train-auc:0.839105±0.003710 test-auc:0.810211±0.015060 
[1948]  train-auc:0.839110±0.003712 test-auc:0.810213±0.015056 
[1949]  train-auc:0.839121±0.003714 test-auc:0.810216±0.015054 
[1950]  train-auc:0.839128±0.003714 test-auc:0.810217±0.015060 
[1951]  train-auc:0.839132±0.003711 test-auc:0.810216±0.015060 
[1952]  train-auc:0.839141±0.003716 test-auc:0.810218±0.015059 
[1953]  train-auc:0.839154±0.003713 test-auc:0.810228±0.015064 
[1954]  train-auc:0.839163±0.003721 test-auc:0.810230±0.015064 
[1955]  train-auc:0.839178±0.003715 test-auc:0.810227±0.015072 
[1956]  train-auc:0.839187±0.003715 test-auc:0.810212±0.015079 
[1957]  train-auc:0.839206±0.003707 test-auc:0.810216±0.015076 
[1958]  train-auc:0.839214±0.003703 test-auc:0.810224±0.015082 
[1959]  train-auc:0.839230±0.003701 test-auc:0.810217±0.015095 
[1960]  train-auc:0.839238±0.003700 test-auc:0.810223±0.015092 
[1961]  train-auc:0.839246±0.003699 test-auc:0.810229±0.015097 
[1962]  train-auc:0.839260±0.003692 test-auc:0.810238±0.015105 
[1963]  train-auc:0.839270±0.003689 test-auc:0.810245±0.015104 
[1964]  train-auc:0.839283±0.003686 test-auc:0.810247±0.015112 
[1965]  train-auc:0.839293±0.003683 test-auc:0.810246±0.015113 
[1966]  train-auc:0.839304±0.003680 test-auc:0.810253±0.015132 
[1967]  train-auc:0.839314±0.003676 test-auc:0.810257±0.015122 
[1968]  train-auc:0.839322±0.003675 test-auc:0.810265±0.015123 
[1969]  train-auc:0.839332±0.003669 test-auc:0.810259±0.015125 
[1970]  train-auc:0.839349±0.003666 test-auc:0.810252±0.015124 
[1971]  train-auc:0.839365±0.003654 test-auc:0.810251±0.015135 
[1972]  train-auc:0.839380±0.003638 test-auc:0.810259±0.015149 
[1973]  train-auc:0.839391±0.003638 test-auc:0.810253±0.015155 
[1974]  train-auc:0.839400±0.003632 test-auc:0.810253±0.015145 
[1975]  train-auc:0.839405±0.003632 test-auc:0.810260±0.015149 
[1976]  train-auc:0.839411±0.003631 test-auc:0.810257±0.015148 
[1977]  train-auc:0.839415±0.003630 test-auc:0.810261±0.015138 
[1978]  train-auc:0.839440±0.003621 test-auc:0.810264±0.015143 
[1979]  train-auc:0.839443±0.003619 test-auc:0.810267±0.015142 
[1980]  train-auc:0.839453±0.003621 test-auc:0.810272±0.015139 
[1981]  train-auc:0.839461±0.003624 test-auc:0.810275±0.015142 
[1982]  train-auc:0.839475±0.003616 test-auc:0.810282±0.015155 
[1983]  train-auc:0.839484±0.003619 test-auc:0.810279±0.015153 
[1984]  train-auc:0.839499±0.003615 test-auc:0.810288±0.015168 
[1985]  train-auc:0.839515±0.003619 test-auc:0.810287±0.015168 
[1986]  train-auc:0.839525±0.003623 test-auc:0.810287±0.015164 
[1987]  train-auc:0.839534±0.003618 test-auc:0.810298±0.015169 
[1988]  train-auc:0.839545±0.003619 test-auc:0.810296±0.015156 
[1989]  train-auc:0.839548±0.003617 test-auc:0.810306±0.015160 
[1990]  train-auc:0.839561±0.003610 test-auc:0.810305±0.015163 
[1991]  train-auc:0.839568±0.003608 test-auc:0.810308±0.015172 
[1992]  train-auc:0.839579±0.003609 test-auc:0.810313±0.015172 
[1993]  train-auc:0.839584±0.003608 test-auc:0.810324±0.015164 
[1994]  train-auc:0.839597±0.003611 test-auc:0.810326±0.015166 
[1995]  train-auc:0.839605±0.003613 test-auc:0.810323±0.015174 
[1996]  train-auc:0.839614±0.003611 test-auc:0.810321±0.015178 
[1997]  train-auc:0.839628±0.003600 test-auc:0.810331±0.015194 
[1998]  train-auc:0.839638±0.003596 test-auc:0.810330±0.015195 
[1999]  train-auc:0.839652±0.003596 test-auc:0.810326±0.015198 
[2000]  train-auc:0.839666±0.003593 test-auc:0.810323±0.015199 
[2001]  train-auc:0.839679±0.003597 test-auc:0.810320±0.015200 
[2002]  train-auc:0.839687±0.003601 test-auc:0.810313±0.015206 
[2003]  train-auc:0.839699±0.003594 test-auc:0.810315±0.015204 
[2004]  train-auc:0.839707±0.003591 test-auc:0.810316±0.015204 
[2005]  train-auc:0.839712±0.003588 test-auc:0.810322±0.015207 
[2006]  train-auc:0.839717±0.003591 test-auc:0.810326±0.015202 
[2007]  train-auc:0.839727±0.003587 test-auc:0.810328±0.015199 
[2008]  train-auc:0.839739±0.003588 test-auc:0.810323±0.015198 
[2009]  train-auc:0.839752±0.003590 test-auc:0.810318±0.015195 
[2010]  train-auc:0.839765±0.003593 test-auc:0.810318±0.015188 
[2011]  train-auc:0.839773±0.003595 test-auc:0.810316±0.015187 
[2012]  train-auc:0.839779±0.003595 test-auc:0.810309±0.015185 
[2013]  train-auc:0.839789±0.003594 test-auc:0.810317±0.015187 
[2014]  train-auc:0.839796±0.003595 test-auc:0.810315±0.015184 
[2015]  train-auc:0.839799±0.003595 test-auc:0.810323±0.015180 
[2016]  train-auc:0.839810±0.003593 test-auc:0.810326±0.015181 
[2017]  train-auc:0.839818±0.003595 test-auc:0.810333±0.015173 
[2018]  train-auc:0.839827±0.003589 test-auc:0.810331±0.015179 
[2019]  train-auc:0.839832±0.003585 test-auc:0.810336±0.015183 
[2020]  train-auc:0.839840±0.003581 test-auc:0.810338±0.015181 
[2021]  train-auc:0.839855±0.003582 test-auc:0.810352±0.015181 
[2022]  train-auc:0.839862±0.003577 test-auc:0.810353±0.015182 
[2023]  train-auc:0.839869±0.003580 test-auc:0.810362±0.015184 
[2024]  train-auc:0.839882±0.003577 test-auc:0.810359±0.015186 
[2025]  train-auc:0.839895±0.003575 test-auc:0.810357±0.015188 
[2026]  train-auc:0.839907±0.003567 test-auc:0.810369±0.015193 
[2027]  train-auc:0.839921±0.003555 test-auc:0.810373±0.015189 
[2028]  train-auc:0.839926±0.003550 test-auc:0.810375±0.015178 
[2029]  train-auc:0.839941±0.003545 test-auc:0.810388±0.015188 
[2030]  train-auc:0.839953±0.003546 test-auc:0.810393±0.015191 
[2031]  train-auc:0.839962±0.003545 test-auc:0.810392±0.015186 
[2032]  train-auc:0.839972±0.003538 test-auc:0.810394±0.015199 
[2033]  train-auc:0.839983±0.003540 test-auc:0.810399±0.015187 
[2034]  train-auc:0.839994±0.003537 test-auc:0.810399±0.015195 
[2035]  train-auc:0.840008±0.003534 test-auc:0.810411±0.015202 
[2036]  train-auc:0.840016±0.003533 test-auc:0.810418±0.015202 
[2037]  train-auc:0.840026±0.003531 test-auc:0.810417±0.015205 
[2038]  train-auc:0.840037±0.003521 test-auc:0.810417±0.015211 
[2039]  train-auc:0.840045±0.003515 test-auc:0.810425±0.015218 
[2040]  train-auc:0.840055±0.003509 test-auc:0.810421±0.015225 
[2041]  train-auc:0.840061±0.003505 test-auc:0.810434±0.015239 
[2042]  train-auc:0.840079±0.003497 test-auc:0.810441±0.015254 
[2043]  train-auc:0.840090±0.003495 test-auc:0.810433±0.015260 
[2044]  train-auc:0.840101±0.003499 test-auc:0.810442±0.015260 
[2045]  train-auc:0.840118±0.003502 test-auc:0.810468±0.015255 
[2046]  train-auc:0.840122±0.003502 test-auc:0.810466±0.015254 
[2047]  train-auc:0.840130±0.003507 test-auc:0.810474±0.015249 
[2048]  train-auc:0.840140±0.003507 test-auc:0.810474±0.015242 
[2049]  train-auc:0.840149±0.003511 test-auc:0.810473±0.015227 
[2050]  train-auc:0.840159±0.003511 test-auc:0.810472±0.015234 
[2051]  train-auc:0.840168±0.003518 test-auc:0.810468±0.015247 
[2052]  train-auc:0.840180±0.003510 test-auc:0.810472±0.015252 
[2053]  train-auc:0.840187±0.003510 test-auc:0.810481±0.015248 
[2054]  train-auc:0.840198±0.003509 test-auc:0.810495±0.015242 
[2055]  train-auc:0.840202±0.003510 test-auc:0.810496±0.015239 
[2056]  train-auc:0.840211±0.003513 test-auc:0.810500±0.015236 
[2057]  train-auc:0.840224±0.003519 test-auc:0.810511±0.015243 
[2058]  train-auc:0.840232±0.003518 test-auc:0.810504±0.015247 
[2059]  train-auc:0.840242±0.003521 test-auc:0.810511±0.015244 
[2060]  train-auc:0.840249±0.003520 test-auc:0.810498±0.015241 
[2061]  train-auc:0.840263±0.003525 test-auc:0.810498±0.015232 
[2062]  train-auc:0.840275±0.003528 test-auc:0.810507±0.015221 
[2063]  train-auc:0.840284±0.003524 test-auc:0.810494±0.015231 
[2064]  train-auc:0.840294±0.003526 test-auc:0.810492±0.015238 
[2065]  train-auc:0.840301±0.003525 test-auc:0.810503±0.015240 
[2066]  train-auc:0.840313±0.003529 test-auc:0.810509±0.015230 
[2067]  train-auc:0.840319±0.003528 test-auc:0.810513±0.015231 
[2068]  train-auc:0.840330±0.003537 test-auc:0.810515±0.015218 
[2069]  train-auc:0.840334±0.003533 test-auc:0.810520±0.015209 
[2070]  train-auc:0.840342±0.003532 test-auc:0.810516±0.015218 
[2071]  train-auc:0.840348±0.003536 test-auc:0.810525±0.015224 
[2072]  train-auc:0.840364±0.003538 test-auc:0.810534±0.015225 
[2073]  train-auc:0.840391±0.003538 test-auc:0.810544±0.015236 
[2074]  train-auc:0.840402±0.003532 test-auc:0.810545±0.015248 
[2075]  train-auc:0.840418±0.003519 test-auc:0.810553±0.015260 
[2076]  train-auc:0.840442±0.003512 test-auc:0.810568±0.015260 
[2077]  train-auc:0.840446±0.003512 test-auc:0.810561±0.015260 
[2078]  train-auc:0.840455±0.003517 test-auc:0.810570±0.015252 
[2079]  train-auc:0.840475±0.003521 test-auc:0.810579±0.015260 
[2080]  train-auc:0.840483±0.003518 test-auc:0.810574±0.015261 
[2081]  train-auc:0.840500±0.003524 test-auc:0.810575±0.015248 
[2082]  train-auc:0.840505±0.003519 test-auc:0.810576±0.015250 
[2083]  train-auc:0.840516±0.003519 test-auc:0.810581±0.015248 
[2084]  train-auc:0.840526±0.003520 test-auc:0.810576±0.015256 
[2085]  train-auc:0.840532±0.003519 test-auc:0.810573±0.015258 
[2086]  train-auc:0.840540±0.003518 test-auc:0.810575±0.015263 
[2087]  train-auc:0.840542±0.003518 test-auc:0.810582±0.015265 
[2088]  train-auc:0.840549±0.003512 test-auc:0.810584±0.015270 
[2089]  train-auc:0.840557±0.003517 test-auc:0.810578±0.015267 
[2090]  train-auc:0.840566±0.003515 test-auc:0.810575±0.015272 
[2091]  train-auc:0.840581±0.003520 test-auc:0.810583±0.015276 
[2092]  train-auc:0.840589±0.003517 test-auc:0.810587±0.015276 
[2093]  train-auc:0.840596±0.003515 test-auc:0.810584±0.015262 
[2094]  train-auc:0.840609±0.003511 test-auc:0.810587±0.015274 
[2095]  train-auc:0.840613±0.003510 test-auc:0.810589±0.015271 
[2096]  train-auc:0.840627±0.003509 test-auc:0.810598±0.015277 
[2097]  train-auc:0.840640±0.003516 test-auc:0.810603±0.015277 
[2098]  train-auc:0.840646±0.003517 test-auc:0.810604±0.015281 
[2099]  train-auc:0.840660±0.003523 test-auc:0.810608±0.015282 
[2100]  train-auc:0.840674±0.003514 test-auc:0.810619±0.015293 
[2101]  train-auc:0.840681±0.003514 test-auc:0.810614±0.015292 
[2102]  train-auc:0.840685±0.003515 test-auc:0.810613±0.015297 
[2103]  train-auc:0.840695±0.003507 test-auc:0.810622±0.015300 
[2104]  train-auc:0.840720±0.003502 test-auc:0.810634±0.015305 
[2105]  train-auc:0.840731±0.003501 test-auc:0.810630±0.015296 
[2106]  train-auc:0.840737±0.003499 test-auc:0.810633±0.015308 
[2107]  train-auc:0.840746±0.003500 test-auc:0.810627±0.015308 
[2108]  train-auc:0.840753±0.003502 test-auc:0.810620±0.015307 
[2109]  train-auc:0.840766±0.003498 test-auc:0.810625±0.015307 
[2110]  train-auc:0.840780±0.003500 test-auc:0.810634±0.015308 
[2111]  train-auc:0.840788±0.003499 test-auc:0.810638±0.015305 
[2112]  train-auc:0.840803±0.003488 test-auc:0.810644±0.015313 
[2113]  train-auc:0.840809±0.003487 test-auc:0.810648±0.015316 
[2114]  train-auc:0.840816±0.003488 test-auc:0.810649±0.015309 
[2115]  train-auc:0.840824±0.003487 test-auc:0.810657±0.015315 
[2116]  train-auc:0.840830±0.003488 test-auc:0.810655±0.015321 
[2117]  train-auc:0.840843±0.003487 test-auc:0.810662±0.015325 
[2118]  train-auc:0.840852±0.003482 test-auc:0.810662±0.015321 
[2119]  train-auc:0.840865±0.003479 test-auc:0.810663±0.015310 
[2120]  train-auc:0.840873±0.003479 test-auc:0.810667±0.015312 
[2121]  train-auc:0.840886±0.003481 test-auc:0.810670±0.015304 
[2122]  train-auc:0.840897±0.003481 test-auc:0.810673±0.015297 
[2123]  train-auc:0.840903±0.003481 test-auc:0.810677±0.015302 
[2124]  train-auc:0.840909±0.003481 test-auc:0.810672±0.015301 
[2125]  train-auc:0.840920±0.003481 test-auc:0.810676±0.015304 
[2126]  train-auc:0.840931±0.003475 test-auc:0.810671±0.015313 
[2127]  train-auc:0.840938±0.003475 test-auc:0.810672±0.015318 
[2128]  train-auc:0.840950±0.003472 test-auc:0.810678±0.015325 
[2129]  train-auc:0.840957±0.003473 test-auc:0.810683±0.015332 
[2130]  train-auc:0.840962±0.003472 test-auc:0.810676±0.015332 
[2131]  train-auc:0.840975±0.003472 test-auc:0.810685±0.015336 
[2132]  train-auc:0.840977±0.003470 test-auc:0.810692±0.015338 
[2133]  train-auc:0.840989±0.003470 test-auc:0.810704±0.015335 
[2134]  train-auc:0.841001±0.003469 test-auc:0.810703±0.015327 
[2135]  train-auc:0.841010±0.003469 test-auc:0.810698±0.015328 
[2136]  train-auc:0.841020±0.003475 test-auc:0.810705±0.015327 
[2137]  train-auc:0.841028±0.003471 test-auc:0.810710±0.015323 
[2138]  train-auc:0.841033±0.003473 test-auc:0.810711±0.015320 
[2139]  train-auc:0.841047±0.003466 test-auc:0.810731±0.015313 
[2140]  train-auc:0.841062±0.003468 test-auc:0.810735±0.015321 
[2141]  train-auc:0.841068±0.003471 test-auc:0.810736±0.015325 
[2142]  train-auc:0.841079±0.003471 test-auc:0.810729±0.015326 
[2143]  train-auc:0.841095±0.003469 test-auc:0.810727±0.015304 
[2144]  train-auc:0.841105±0.003468 test-auc:0.810730±0.015312 
[2145]  train-auc:0.841111±0.003467 test-auc:0.810734±0.015317 
[2146]  train-auc:0.841119±0.003467 test-auc:0.810731±0.015303 
[2147]  train-auc:0.841134±0.003476 test-auc:0.810737±0.015304 
[2148]  train-auc:0.841148±0.003474 test-auc:0.810739±0.015301 
[2149]  train-auc:0.841155±0.003475 test-auc:0.810742±0.015307 
[2150]  train-auc:0.841161±0.003473 test-auc:0.810745±0.015312 
[2151]  train-auc:0.841169±0.003470 test-auc:0.810755±0.015310 
[2152]  train-auc:0.841173±0.003470 test-auc:0.810749±0.015315 
[2153]  train-auc:0.841180±0.003469 test-auc:0.810746±0.015321 
[2154]  train-auc:0.841186±0.003472 test-auc:0.810748±0.015326 
[2155]  train-auc:0.841193±0.003475 test-auc:0.810741±0.015321 
[2156]  train-auc:0.841205±0.003478 test-auc:0.810745±0.015311 
[2157]  train-auc:0.841210±0.003478 test-auc:0.810742±0.015313 
[2158]  train-auc:0.841220±0.003478 test-auc:0.810750±0.015304 
[2159]  train-auc:0.841230±0.003476 test-auc:0.810754±0.015315 
[2160]  train-auc:0.841243±0.003475 test-auc:0.810759±0.015316 
[2161]  train-auc:0.841254±0.003478 test-auc:0.810761±0.015327 
[2162]  train-auc:0.841257±0.003477 test-auc:0.810765±0.015331 
[2163]  train-auc:0.841262±0.003478 test-auc:0.810764±0.015321 
[2164]  train-auc:0.841275±0.003476 test-auc:0.810765±0.015317 
[2165]  train-auc:0.841287±0.003478 test-auc:0.810774±0.015318 
[2166]  train-auc:0.841297±0.003476 test-auc:0.810777±0.015319 
[2167]  train-auc:0.841302±0.003474 test-auc:0.810775±0.015322 
[2168]  train-auc:0.841311±0.003471 test-auc:0.810780±0.015321 
[2169]  train-auc:0.841316±0.003470 test-auc:0.810788±0.015320 
[2170]  train-auc:0.841320±0.003469 test-auc:0.810785±0.015327 
[2171]  train-auc:0.841325±0.003468 test-auc:0.810776±0.015333 
[2172]  train-auc:0.841333±0.003468 test-auc:0.810776±0.015331 
[2173]  train-auc:0.841343±0.003469 test-auc:0.810776±0.015324 
[2174]  train-auc:0.841353±0.003463 test-auc:0.810771±0.015328 
[2175]  train-auc:0.841357±0.003463 test-auc:0.810771±0.015333 
[2176]  train-auc:0.841367±0.003461 test-auc:0.810790±0.015327 
[2177]  train-auc:0.841376±0.003457 test-auc:0.810801±0.015327 
[2178]  train-auc:0.841388±0.003455 test-auc:0.810798±0.015316 
[2179]  train-auc:0.841395±0.003454 test-auc:0.810799±0.015322 
[2180]  train-auc:0.841402±0.003451 test-auc:0.810804±0.015321 
[2181]  train-auc:0.841416±0.003448 test-auc:0.810805±0.015323 
[2182]  train-auc:0.841423±0.003445 test-auc:0.810811±0.015328 
[2183]  train-auc:0.841429±0.003440 test-auc:0.810819±0.015325 
[2184]  train-auc:0.841436±0.003434 test-auc:0.810818±0.015329 
[2185]  train-auc:0.841440±0.003435 test-auc:0.810820±0.015322 
[2186]  train-auc:0.841451±0.003432 test-auc:0.810823±0.015315 
[2187]  train-auc:0.841457±0.003432 test-auc:0.810826±0.015314 
[2188]  train-auc:0.841462±0.003432 test-auc:0.810822±0.015315 
[2189]  train-auc:0.841474±0.003421 test-auc:0.810834±0.015334 
[2190]  train-auc:0.841476±0.003424 test-auc:0.810837±0.015337 
[2191]  train-auc:0.841483±0.003425 test-auc:0.810833±0.015334 
[2192]  train-auc:0.841492±0.003425 test-auc:0.810835±0.015339 
[2193]  train-auc:0.841504±0.003429 test-auc:0.810833±0.015332 
[2194]  train-auc:0.841513±0.003431 test-auc:0.810833±0.015336 
[2195]  train-auc:0.841520±0.003431 test-auc:0.810843±0.015334 
[2196]  train-auc:0.841529±0.003436 test-auc:0.810844±0.015333 
[2197]  train-auc:0.841534±0.003435 test-auc:0.810844±0.015339 
[2198]  train-auc:0.841549±0.003431 test-auc:0.810846±0.015341 
[2199]  train-auc:0.841559±0.003435 test-auc:0.810840±0.015343 
[2200]  train-auc:0.841568±0.003433 test-auc:0.810846±0.015341 
[2201]  train-auc:0.841583±0.003437 test-auc:0.810836±0.015345 
[2202]  train-auc:0.841589±0.003437 test-auc:0.810839±0.015344 
[2203]  train-auc:0.841596±0.003437 test-auc:0.810842±0.015349 
[2204]  train-auc:0.841607±0.003435 test-auc:0.810847±0.015345 
[2205]  train-auc:0.841618±0.003439 test-auc:0.810851±0.015356 
[2206]  train-auc:0.841623±0.003437 test-auc:0.810847±0.015346 
[2207]  train-auc:0.841630±0.003437 test-auc:0.810847±0.015342 
[2208]  train-auc:0.841636±0.003438 test-auc:0.810845±0.015341 
[2209]  train-auc:0.841645±0.003438 test-auc:0.810850±0.015335 
[2210]  train-auc:0.841651±0.003438 test-auc:0.810849±0.015334 
[2211]  train-auc:0.841657±0.003437 test-auc:0.810849±0.015323 
[2212]  train-auc:0.841666±0.003436 test-auc:0.810849±0.015330 
[2213]  train-auc:0.841677±0.003434 test-auc:0.810852±0.015331 
[2214]  train-auc:0.841684±0.003431 test-auc:0.810849±0.015332 
[2215]  train-auc:0.841695±0.003431 test-auc:0.810851±0.015354 
[2216]  train-auc:0.841708±0.003426 test-auc:0.810845±0.015358 
[2217]  train-auc:0.841720±0.003420 test-auc:0.810846±0.015364 
[2218]  train-auc:0.841732±0.003417 test-auc:0.810865±0.015370 
[2219]  train-auc:0.841739±0.003417 test-auc:0.810855±0.015369 
[2220]  train-auc:0.841746±0.003410 test-auc:0.810849±0.015360 
[2221]  train-auc:0.841763±0.003409 test-auc:0.810844±0.015363 
[2222]  train-auc:0.841769±0.003408 test-auc:0.810851±0.015353 
[2223]  train-auc:0.841774±0.003409 test-auc:0.810854±0.015356 
[2224]  train-auc:0.841784±0.003406 test-auc:0.810864±0.015355 
[2225]  train-auc:0.841792±0.003402 test-auc:0.810857±0.015359 
[2226]  train-auc:0.841800±0.003399 test-auc:0.810857±0.015352 
[2227]  train-auc:0.841810±0.003402 test-auc:0.810857±0.015367 
[2228]  train-auc:0.841822±0.003402 test-auc:0.810857±0.015362 
[2229]  train-auc:0.841830±0.003401 test-auc:0.810867±0.015363 
[2230]  train-auc:0.841841±0.003404 test-auc:0.810861±0.015376 
[2231]  train-auc:0.841848±0.003407 test-auc:0.810866±0.015371 
[2232]  train-auc:0.841860±0.003403 test-auc:0.810879±0.015380 
[2233]  train-auc:0.841864±0.003404 test-auc:0.810877±0.015380 
[2234]  train-auc:0.841873±0.003403 test-auc:0.810875±0.015392 
[2235]  train-auc:0.841880±0.003401 test-auc:0.810876±0.015385 
[2236]  train-auc:0.841892±0.003403 test-auc:0.810880±0.015389 
[2237]  train-auc:0.841896±0.003400 test-auc:0.810881±0.015392 
[2238]  train-auc:0.841901±0.003404 test-auc:0.810891±0.015388 
[2239]  train-auc:0.841907±0.003396 test-auc:0.810890±0.015390 
[2240]  train-auc:0.841919±0.003400 test-auc:0.810881±0.015388 
[2241]  train-auc:0.841927±0.003396 test-auc:0.810878±0.015390 
[2242]  train-auc:0.841935±0.003401 test-auc:0.810880±0.015384 
[2243]  train-auc:0.841939±0.003401 test-auc:0.810879±0.015388 
[2244]  train-auc:0.841949±0.003402 test-auc:0.810874±0.015386 
[2245]  train-auc:0.841957±0.003400 test-auc:0.810865±0.015382 
[2246]  train-auc:0.841961±0.003395 test-auc:0.810872±0.015388 
[2247]  train-auc:0.841970±0.003397 test-auc:0.810867±0.015387 
[2248]  train-auc:0.841982±0.003402 test-auc:0.810871±0.015383 
[2249]  train-auc:0.841998±0.003407 test-auc:0.810883±0.015384 
[2250]  train-auc:0.842005±0.003410 test-auc:0.810877±0.015381 
[2251]  train-auc:0.842013±0.003416 test-auc:0.810883±0.015382 
[2252]  train-auc:0.842020±0.003414 test-auc:0.810891±0.015378 
[2253]  train-auc:0.842028±0.003418 test-auc:0.810895±0.015377 
[2254]  train-auc:0.842033±0.003418 test-auc:0.810897±0.015382 
[2255]  train-auc:0.842038±0.003419 test-auc:0.810897±0.015386 
[2256]  train-auc:0.842047±0.003425 test-auc:0.810901±0.015394 
[2257]  train-auc:0.842058±0.003424 test-auc:0.810910±0.015385 
[2258]  train-auc:0.842073±0.003425 test-auc:0.810909±0.015373 
[2259]  train-auc:0.842083±0.003427 test-auc:0.810921±0.015364 
[2260]  train-auc:0.842090±0.003428 test-auc:0.810919±0.015371 
[2261]  train-auc:0.842110±0.003427 test-auc:0.810917±0.015369 
[2262]  train-auc:0.842117±0.003427 test-auc:0.810915±0.015367 
[2263]  train-auc:0.842122±0.003426 test-auc:0.810920±0.015370 
[2264]  train-auc:0.842136±0.003425 test-auc:0.810918±0.015372 
[2265]  train-auc:0.842140±0.003426 test-auc:0.810925±0.015375 
[2266]  train-auc:0.842150±0.003421 test-auc:0.810923±0.015379 
[2267]  train-auc:0.842169±0.003429 test-auc:0.810915±0.015394 
[2268]  train-auc:0.842175±0.003431 test-auc:0.810908±0.015398 
[2269]  train-auc:0.842180±0.003427 test-auc:0.810912±0.015396 
[2270]  train-auc:0.842190±0.003431 test-auc:0.810926±0.015391 
[2271]  train-auc:0.842199±0.003430 test-auc:0.810930±0.015381 
[2272]  train-auc:0.842207±0.003433 test-auc:0.810927±0.015384 
[2273]  train-auc:0.842220±0.003433 test-auc:0.810930±0.015382 
[2274]  train-auc:0.842229±0.003438 test-auc:0.810931±0.015394 
[2275]  train-auc:0.842241±0.003431 test-auc:0.810943±0.015387 
[2276]  train-auc:0.842247±0.003431 test-auc:0.810942±0.015397 
[2277]  train-auc:0.842260±0.003429 test-auc:0.810941±0.015404 
[2278]  train-auc:0.842265±0.003427 test-auc:0.810941±0.015405 
[2279]  train-auc:0.842281±0.003424 test-auc:0.810948±0.015405 
[2280]  train-auc:0.842287±0.003423 test-auc:0.810958±0.015413 
[2281]  train-auc:0.842292±0.003428 test-auc:0.810956±0.015410 
[2282]  train-auc:0.842297±0.003427 test-auc:0.810957±0.015409 
[2283]  train-auc:0.842302±0.003429 test-auc:0.810955±0.015408 
[2284]  train-auc:0.842310±0.003425 test-auc:0.810950±0.015414 
[2285]  train-auc:0.842323±0.003427 test-auc:0.810955±0.015417 
[2286]  train-auc:0.842330±0.003427 test-auc:0.810959±0.015410 
[2287]  train-auc:0.842340±0.003428 test-auc:0.810963±0.015409 
[2288]  train-auc:0.842348±0.003429 test-auc:0.810952±0.015413 
[2289]  train-auc:0.842355±0.003430 test-auc:0.810963±0.015413 
[2290]  train-auc:0.842361±0.003433 test-auc:0.810963±0.015404 
[2291]  train-auc:0.842369±0.003430 test-auc:0.810967±0.015400 
[2292]  train-auc:0.842376±0.003430 test-auc:0.810968±0.015405 
[2293]  train-auc:0.842383±0.003427 test-auc:0.810969±0.015402 
[2294]  train-auc:0.842389±0.003425 test-auc:0.810968±0.015397 
[2295]  train-auc:0.842396±0.003427 test-auc:0.810963±0.015409 
[2296]  train-auc:0.842399±0.003428 test-auc:0.810966±0.015408 
[2297]  train-auc:0.842407±0.003433 test-auc:0.810968±0.015416 
[2298]  train-auc:0.842423±0.003432 test-auc:0.810970±0.015422 
[2299]  train-auc:0.842435±0.003429 test-auc:0.810977±0.015418 
[2300]  train-auc:0.842441±0.003428 test-auc:0.810981±0.015418 
[2301]  train-auc:0.842449±0.003428 test-auc:0.810985±0.015413 
[2302]  train-auc:0.842457±0.003426 test-auc:0.810983±0.015413 
[2303]  train-auc:0.842468±0.003430 test-auc:0.810988±0.015404 
[2304]  train-auc:0.842476±0.003431 test-auc:0.810997±0.015407 
[2305]  train-auc:0.842488±0.003430 test-auc:0.810996±0.015415 
[2306]  train-auc:0.842499±0.003433 test-auc:0.810995±0.015422 
[2307]  train-auc:0.842508±0.003435 test-auc:0.810984±0.015416 
[2308]  train-auc:0.842517±0.003438 test-auc:0.810990±0.015417 
[2309]  train-auc:0.842523±0.003439 test-auc:0.810989±0.015423 
[2310]  train-auc:0.842529±0.003436 test-auc:0.810989±0.015421 
[2311]  train-auc:0.842532±0.003435 test-auc:0.811002±0.015420 
[2312]  train-auc:0.842548±0.003438 test-auc:0.811009±0.015432 
[2313]  train-auc:0.842559±0.003438 test-auc:0.811014±0.015435 
[2314]  train-auc:0.842566±0.003441 test-auc:0.811020±0.015440 
[2315]  train-auc:0.842575±0.003442 test-auc:0.811022±0.015445 
[2316]  train-auc:0.842584±0.003443 test-auc:0.811023±0.015451 
[2317]  train-auc:0.842588±0.003442 test-auc:0.811026±0.015450 
[2318]  train-auc:0.842604±0.003442 test-auc:0.811026±0.015435 
[2319]  train-auc:0.842615±0.003442 test-auc:0.811029±0.015441 
[2320]  train-auc:0.842624±0.003443 test-auc:0.811033±0.015435 
[2321]  train-auc:0.842628±0.003445 test-auc:0.811030±0.015438 
[2322]  train-auc:0.842636±0.003449 test-auc:0.811035±0.015429 
[2323]  train-auc:0.842640±0.003448 test-auc:0.811033±0.015435 
[2324]  train-auc:0.842646±0.003446 test-auc:0.811050±0.015441 
[2325]  train-auc:0.842659±0.003452 test-auc:0.811054±0.015449 
[2326]  train-auc:0.842665±0.003451 test-auc:0.811058±0.015444 
[2327]  train-auc:0.842678±0.003455 test-auc:0.811054±0.015445 
[2328]  train-auc:0.842685±0.003455 test-auc:0.811054±0.015451 
[2329]  train-auc:0.842692±0.003456 test-auc:0.811062±0.015455 
[2330]  train-auc:0.842699±0.003455 test-auc:0.811063±0.015460 
[2331]  train-auc:0.842708±0.003455 test-auc:0.811064±0.015456 
[2332]  train-auc:0.842714±0.003456 test-auc:0.811071±0.015459 
[2333]  train-auc:0.842724±0.003457 test-auc:0.811071±0.015468 
[2334]  train-auc:0.842729±0.003457 test-auc:0.811070±0.015464 
[2335]  train-auc:0.842735±0.003458 test-auc:0.811068±0.015460 
[2336]  train-auc:0.842740±0.003458 test-auc:0.811082±0.015462 
[2337]  train-auc:0.842748±0.003462 test-auc:0.811089±0.015454 
[2338]  train-auc:0.842752±0.003462 test-auc:0.811077±0.015454 
[2339]  train-auc:0.842757±0.003459 test-auc:0.811075±0.015456 
[2340]  train-auc:0.842765±0.003458 test-auc:0.811076±0.015453 
[2341]  train-auc:0.842775±0.003457 test-auc:0.811078±0.015458 
[2342]  train-auc:0.842790±0.003462 test-auc:0.811074±0.015446 
[2343]  train-auc:0.842797±0.003462 test-auc:0.811074±0.015454 
[2344]  train-auc:0.842804±0.003464 test-auc:0.811067±0.015455 
[2345]  train-auc:0.842815±0.003459 test-auc:0.811053±0.015451 
[2346]  train-auc:0.842823±0.003458 test-auc:0.811065±0.015457 
[2347]  train-auc:0.842829±0.003460 test-auc:0.811073±0.015458 
[2348]  train-auc:0.842835±0.003461 test-auc:0.811078±0.015463 
[2349]  train-auc:0.842838±0.003463 test-auc:0.811079±0.015452 
[2350]  train-auc:0.842843±0.003464 test-auc:0.811077±0.015450 
[2351]  train-auc:0.842854±0.003467 test-auc:0.811083±0.015443 
[2352]  train-auc:0.842865±0.003458 test-auc:0.811090±0.015456 
[2353]  train-auc:0.842876±0.003451 test-auc:0.811085±0.015457 
[2354]  train-auc:0.842884±0.003444 test-auc:0.811079±0.015456 
[2355]  train-auc:0.842892±0.003445 test-auc:0.811081±0.015449 
[2356]  train-auc:0.842903±0.003445 test-auc:0.811085±0.015454 
[2357]  train-auc:0.842919±0.003442 test-auc:0.811104±0.015460 
[2358]  train-auc:0.842927±0.003443 test-auc:0.811107±0.015466 
[2359]  train-auc:0.842936±0.003442 test-auc:0.811120±0.015474 
[2360]  train-auc:0.842945±0.003441 test-auc:0.811110±0.015470 
[2361]  train-auc:0.842951±0.003440 test-auc:0.811112±0.015474 
[2362]  train-auc:0.842970±0.003439 test-auc:0.811119±0.015458 
[2363]  train-auc:0.842978±0.003440 test-auc:0.811117±0.015460 
[2364]  train-auc:0.842985±0.003443 test-auc:0.811113±0.015456 
[2365]  train-auc:0.842995±0.003442 test-auc:0.811116±0.015452 
[2366]  train-auc:0.843004±0.003436 test-auc:0.811116±0.015442 
[2367]  train-auc:0.843012±0.003436 test-auc:0.811114±0.015451 
[2368]  train-auc:0.843020±0.003436 test-auc:0.811115±0.015454 
[2369]  train-auc:0.843025±0.003435 test-auc:0.811128±0.015450 
[2370]  train-auc:0.843031±0.003436 test-auc:0.811130±0.015448 
[2371]  train-auc:0.843037±0.003437 test-auc:0.811135±0.015445 
[2372]  train-auc:0.843042±0.003438 test-auc:0.811139±0.015443 
[2373]  train-auc:0.843055±0.003443 test-auc:0.811156±0.015438 
[2374]  train-auc:0.843060±0.003443 test-auc:0.811158±0.015438 
[2375]  train-auc:0.843068±0.003443 test-auc:0.811160±0.015436 
[2376]  train-auc:0.843081±0.003444 test-auc:0.811162±0.015427 
[2377]  train-auc:0.843090±0.003443 test-auc:0.811162±0.015428 
[2378]  train-auc:0.843098±0.003444 test-auc:0.811168±0.015434 
[2379]  train-auc:0.843102±0.003446 test-auc:0.811167±0.015441 
[2380]  train-auc:0.843108±0.003448 test-auc:0.811183±0.015444 
[2381]  train-auc:0.843115±0.003443 test-auc:0.811173±0.015442 
[2382]  train-auc:0.843123±0.003444 test-auc:0.811179±0.015431 
[2383]  train-auc:0.843136±0.003448 test-auc:0.811183±0.015424 
[2384]  train-auc:0.843144±0.003446 test-auc:0.811185±0.015419 
[2385]  train-auc:0.843152±0.003445 test-auc:0.811195±0.015423 
[2386]  train-auc:0.843160±0.003443 test-auc:0.811188±0.015431 
[2387]  train-auc:0.843167±0.003444 test-auc:0.811187±0.015439 
[2388]  train-auc:0.843181±0.003443 test-auc:0.811193±0.015443 
[2389]  train-auc:0.843187±0.003443 test-auc:0.811199±0.015437 
[2390]  train-auc:0.843197±0.003443 test-auc:0.811198±0.015444 
[2391]  train-auc:0.843205±0.003447 test-auc:0.811206±0.015441 
[2392]  train-auc:0.843216±0.003445 test-auc:0.811214±0.015441 
[2393]  train-auc:0.843226±0.003444 test-auc:0.811220±0.015442 
[2394]  train-auc:0.843235±0.003444 test-auc:0.811214±0.015437 
[2395]  train-auc:0.843241±0.003445 test-auc:0.811214±0.015434 
[2396]  train-auc:0.843251±0.003437 test-auc:0.811217±0.015443 
[2397]  train-auc:0.843259±0.003433 test-auc:0.811218±0.015443 
[2398]  train-auc:0.843268±0.003434 test-auc:0.811220±0.015449 
[2399]  train-auc:0.843277±0.003435 test-auc:0.811220±0.015437 
[2400]  train-auc:0.843290±0.003427 test-auc:0.811219±0.015436 
[2401]  train-auc:0.843300±0.003425 test-auc:0.811227±0.015445 
[2402]  train-auc:0.843306±0.003425 test-auc:0.811224±0.015442 
[2403]  train-auc:0.843319±0.003417 test-auc:0.811234±0.015457 
[2404]  train-auc:0.843329±0.003421 test-auc:0.811239±0.015446 
[2405]  train-auc:0.843337±0.003420 test-auc:0.811248±0.015433 
[2406]  train-auc:0.843340±0.003420 test-auc:0.811251±0.015430 
[2407]  train-auc:0.843349±0.003416 test-auc:0.811260±0.015427 
[2408]  train-auc:0.843363±0.003415 test-auc:0.811263±0.015430 
[2409]  train-auc:0.843374±0.003410 test-auc:0.811263±0.015444 
[2410]  train-auc:0.843383±0.003412 test-auc:0.811263±0.015443 
[2411]  train-auc:0.843394±0.003415 test-auc:0.811260±0.015451 
[2412]  train-auc:0.843405±0.003407 test-auc:0.811279±0.015459 
[2413]  train-auc:0.843418±0.003402 test-auc:0.811293±0.015469 
[2414]  train-auc:0.843428±0.003403 test-auc:0.811296±0.015462 
[2415]  train-auc:0.843439±0.003400 test-auc:0.811296±0.015461 
[2416]  train-auc:0.843445±0.003399 test-auc:0.811289±0.015457 
[2417]  train-auc:0.843451±0.003403 test-auc:0.811286±0.015461 
[2418]  train-auc:0.843459±0.003404 test-auc:0.811300±0.015456 
[2419]  train-auc:0.843466±0.003406 test-auc:0.811299±0.015456 
[2420]  train-auc:0.843472±0.003406 test-auc:0.811295±0.015451 
[2421]  train-auc:0.843480±0.003408 test-auc:0.811296±0.015440 
[2422]  train-auc:0.843492±0.003414 test-auc:0.811295±0.015434 
[2423]  train-auc:0.843500±0.003411 test-auc:0.811313±0.015436 
[2424]  train-auc:0.843511±0.003418 test-auc:0.811317±0.015420 
[2425]  train-auc:0.843520±0.003415 test-auc:0.811318±0.015424 
[2426]  train-auc:0.843523±0.003415 test-auc:0.811321±0.015417 
[2427]  train-auc:0.843531±0.003415 test-auc:0.811318±0.015415 
[2428]  train-auc:0.843539±0.003416 test-auc:0.811320±0.015405 
[2429]  train-auc:0.843550±0.003417 test-auc:0.811320±0.015398 
[2430]  train-auc:0.843561±0.003415 test-auc:0.811320±0.015394 
[2431]  train-auc:0.843573±0.003416 test-auc:0.811322±0.015386 
[2432]  train-auc:0.843576±0.003417 test-auc:0.811319±0.015393 
[2433]  train-auc:0.843584±0.003419 test-auc:0.811318±0.015390 
[2434]  train-auc:0.843599±0.003420 test-auc:0.811323±0.015383 
[2435]  train-auc:0.843620±0.003420 test-auc:0.811334±0.015382 
[2436]  train-auc:0.843630±0.003415 test-auc:0.811346±0.015403 
[2437]  train-auc:0.843643±0.003412 test-auc:0.811348±0.015401 
[2438]  train-auc:0.843653±0.003411 test-auc:0.811360±0.015406 
[2439]  train-auc:0.843660±0.003415 test-auc:0.811367±0.015411 
[2440]  train-auc:0.843684±0.003411 test-auc:0.811373±0.015400 
[2441]  train-auc:0.843694±0.003417 test-auc:0.811378±0.015393 
[2442]  train-auc:0.843701±0.003415 test-auc:0.811376±0.015396 
[2443]  train-auc:0.843716±0.003418 test-auc:0.811375±0.015410 
[2444]  train-auc:0.843730±0.003422 test-auc:0.811388±0.015388 
[2445]  train-auc:0.843739±0.003424 test-auc:0.811393±0.015401 
[2446]  train-auc:0.843751±0.003426 test-auc:0.811405±0.015397 
[2447]  train-auc:0.843771±0.003425 test-auc:0.811414±0.015396 
[2448]  train-auc:0.843780±0.003430 test-auc:0.811419±0.015389 
[2449]  train-auc:0.843792±0.003432 test-auc:0.811420±0.015382 
[2450]  train-auc:0.843806±0.003432 test-auc:0.811427±0.015372 
[2451]  train-auc:0.843821±0.003431 test-auc:0.811433±0.015374 
[2452]  train-auc:0.843831±0.003429 test-auc:0.811444±0.015369 
[2453]  train-auc:0.843841±0.003432 test-auc:0.811451±0.015375 
[2454]  train-auc:0.843847±0.003435 test-auc:0.811455±0.015374 
[2455]  train-auc:0.843854±0.003433 test-auc:0.811453±0.015374 
[2456]  train-auc:0.843863±0.003439 test-auc:0.811455±0.015373 
[2457]  train-auc:0.843872±0.003446 test-auc:0.811443±0.015366 
[2458]  train-auc:0.843885±0.003442 test-auc:0.811447±0.015360 
[2459]  train-auc:0.843894±0.003449 test-auc:0.811458±0.015357 
[2460]  train-auc:0.843904±0.003457 test-auc:0.811456±0.015362 
[2461]  train-auc:0.843915±0.003460 test-auc:0.811462±0.015347 
[2462]  train-auc:0.843924±0.003466 test-auc:0.811465±0.015350 
[2463]  train-auc:0.843931±0.003466 test-auc:0.811454±0.015357 
[2464]  train-auc:0.843942±0.003468 test-auc:0.811450±0.015346 
[2465]  train-auc:0.843952±0.003471 test-auc:0.811453±0.015337 
[2466]  train-auc:0.843962±0.003474 test-auc:0.811455±0.015342 
[2467]  train-auc:0.843973±0.003472 test-auc:0.811466±0.015333 
[2468]  train-auc:0.843979±0.003471 test-auc:0.811473±0.015328 
[2469]  train-auc:0.843984±0.003469 test-auc:0.811473±0.015334 
[2470]  train-auc:0.843988±0.003468 test-auc:0.811466±0.015342 
[2471]  train-auc:0.843995±0.003472 test-auc:0.811472±0.015346 
[2472]  train-auc:0.844008±0.003477 test-auc:0.811470±0.015357 
[2473]  train-auc:0.844018±0.003477 test-auc:0.811476±0.015360 
[2474]  train-auc:0.844031±0.003467 test-auc:0.811479±0.015380 
[2475]  train-auc:0.844042±0.003463 test-auc:0.811488±0.015383 
[2476]  train-auc:0.844052±0.003465 test-auc:0.811488±0.015377 
[2477]  train-auc:0.844056±0.003464 test-auc:0.811488±0.015389 
[2478]  train-auc:0.844068±0.003461 test-auc:0.811491±0.015405 
[2479]  train-auc:0.844081±0.003455 test-auc:0.811495±0.015407 
[2480]  train-auc:0.844092±0.003461 test-auc:0.811504±0.015402 
[2481]  train-auc:0.844104±0.003468 test-auc:0.811499±0.015399 
[2482]  train-auc:0.844112±0.003470 test-auc:0.811506±0.015399 
[2483]  train-auc:0.844120±0.003475 test-auc:0.811499±0.015409 
[2484]  train-auc:0.844127±0.003475 test-auc:0.811497±0.015406 
[2485]  train-auc:0.844132±0.003475 test-auc:0.811503±0.015411 
[2486]  train-auc:0.844140±0.003471 test-auc:0.811508±0.015407 
[2487]  train-auc:0.844159±0.003468 test-auc:0.811519±0.015408 
[2488]  train-auc:0.844165±0.003468 test-auc:0.811526±0.015413 
[2489]  train-auc:0.844171±0.003467 test-auc:0.811528±0.015411 
[2490]  train-auc:0.844179±0.003472 test-auc:0.811531±0.015407 
[2491]  train-auc:0.844182±0.003473 test-auc:0.811536±0.015408 
[2492]  train-auc:0.844189±0.003473 test-auc:0.811539±0.015409 
[2493]  train-auc:0.844204±0.003473 test-auc:0.811531±0.015397 
[2494]  train-auc:0.844215±0.003478 test-auc:0.811537±0.015397 
[2495]  train-auc:0.844222±0.003478 test-auc:0.811546±0.015385 
[2496]  train-auc:0.844228±0.003479 test-auc:0.811552±0.015381 
[2497]  train-auc:0.844235±0.003478 test-auc:0.811548±0.015378 
[2498]  train-auc:0.844244±0.003478 test-auc:0.811544±0.015381 
[2499]  train-auc:0.844252±0.003481 test-auc:0.811548±0.015383 
[2500]  train-auc:0.844260±0.003486 test-auc:0.811547±0.015374 
[2501]  train-auc:0.844271±0.003487 test-auc:0.811556±0.015372 
[2502]  train-auc:0.844281±0.003488 test-auc:0.811561±0.015360 
[2503]  train-auc:0.844289±0.003491 test-auc:0.811560±0.015371 
[2504]  train-auc:0.844302±0.003495 test-auc:0.811558±0.015357 
[2505]  train-auc:0.844311±0.003494 test-auc:0.811570±0.015358 
[2506]  train-auc:0.844324±0.003500 test-auc:0.811585±0.015350 
[2507]  train-auc:0.844330±0.003495 test-auc:0.811586±0.015362 
[2508]  train-auc:0.844338±0.003499 test-auc:0.811593±0.015361 
[2509]  train-auc:0.844347±0.003497 test-auc:0.811588±0.015358 
[2510]  train-auc:0.844354±0.003501 test-auc:0.811590±0.015368 
[2511]  train-auc:0.844361±0.003499 test-auc:0.811592±0.015368 
[2512]  train-auc:0.844364±0.003495 test-auc:0.811596±0.015372 
[2513]  train-auc:0.844370±0.003491 test-auc:0.811593±0.015380 
[2514]  train-auc:0.844377±0.003490 test-auc:0.811593±0.015367 
[2515]  train-auc:0.844382±0.003493 test-auc:0.811594±0.015370 
[2516]  train-auc:0.844389±0.003489 test-auc:0.811592±0.015374 
[2517]  train-auc:0.844396±0.003484 test-auc:0.811595±0.015376 
[2518]  train-auc:0.844404±0.003480 test-auc:0.811597±0.015371 
[2519]  train-auc:0.844411±0.003479 test-auc:0.811599±0.015374 
[2520]  train-auc:0.844414±0.003479 test-auc:0.811599±0.015378 
[2521]  train-auc:0.844423±0.003479 test-auc:0.811613±0.015378 
[2522]  train-auc:0.844433±0.003469 test-auc:0.811614±0.015381 
[2523]  train-auc:0.844438±0.003471 test-auc:0.811615±0.015376 
[2524]  train-auc:0.844442±0.003471 test-auc:0.811610±0.015377 
[2525]  train-auc:0.844452±0.003467 test-auc:0.811619±0.015381 
[2526]  train-auc:0.844457±0.003466 test-auc:0.811618±0.015392 
[2527]  train-auc:0.844470±0.003465 test-auc:0.811620±0.015378 
[2528]  train-auc:0.844476±0.003462 test-auc:0.811627±0.015391 
[2529]  train-auc:0.844483±0.003464 test-auc:0.811627±0.015383 
[2530]  train-auc:0.844495±0.003473 test-auc:0.811642±0.015372 
[2531]  train-auc:0.844500±0.003474 test-auc:0.811638±0.015379 
[2532]  train-auc:0.844507±0.003475 test-auc:0.811645±0.015378 
[2533]  train-auc:0.844513±0.003475 test-auc:0.811649±0.015384 
[2534]  train-auc:0.844520±0.003476 test-auc:0.811646±0.015385 
[2535]  train-auc:0.844532±0.003468 test-auc:0.811654±0.015393 
[2536]  train-auc:0.844542±0.003472 test-auc:0.811656±0.015399 
[2537]  train-auc:0.844548±0.003468 test-auc:0.811660±0.015396 
[2538]  train-auc:0.844556±0.003471 test-auc:0.811661±0.015398 
[2539]  train-auc:0.844568±0.003469 test-auc:0.811665±0.015388 
[2540]  train-auc:0.844579±0.003471 test-auc:0.811674±0.015401 
[2541]  train-auc:0.844585±0.003470 test-auc:0.811675±0.015413 
[2542]  train-auc:0.844598±0.003468 test-auc:0.811693±0.015400 
[2543]  train-auc:0.844602±0.003468 test-auc:0.811697±0.015394 
[2544]  train-auc:0.844622±0.003460 test-auc:0.811711±0.015401 
[2545]  train-auc:0.844637±0.003460 test-auc:0.811728±0.015385 
[2546]  train-auc:0.844642±0.003460 test-auc:0.811732±0.015394 
[2547]  train-auc:0.844649±0.003454 test-auc:0.811732±0.015405 
[2548]  train-auc:0.844666±0.003446 test-auc:0.811738±0.015401 
[2549]  train-auc:0.844673±0.003447 test-auc:0.811743±0.015401 
[2550]  train-auc:0.844686±0.003439 test-auc:0.811745±0.015396 
[2551]  train-auc:0.844695±0.003439 test-auc:0.811745±0.015400 
[2552]  train-auc:0.844706±0.003434 test-auc:0.811743±0.015408 
[2553]  train-auc:0.844720±0.003432 test-auc:0.811748±0.015396 
[2554]  train-auc:0.844727±0.003434 test-auc:0.811755±0.015400 
[2555]  train-auc:0.844751±0.003437 test-auc:0.811760±0.015392 
[2556]  train-auc:0.844760±0.003441 test-auc:0.811756±0.015395 
[2557]  train-auc:0.844774±0.003432 test-auc:0.811757±0.015410 
[2558]  train-auc:0.844779±0.003429 test-auc:0.811754±0.015404 
[2559]  train-auc:0.844787±0.003428 test-auc:0.811751±0.015415 
[2560]  train-auc:0.844795±0.003431 test-auc:0.811750±0.015419 
[2561]  train-auc:0.844801±0.003432 test-auc:0.811755±0.015423 
[2562]  train-auc:0.844806±0.003433 test-auc:0.811764±0.015418 
[2563]  train-auc:0.844811±0.003439 test-auc:0.811761±0.015414 
[2564]  train-auc:0.844815±0.003439 test-auc:0.811767±0.015413 
[2565]  train-auc:0.844827±0.003441 test-auc:0.811766±0.015412 
[2566]  train-auc:0.844834±0.003436 test-auc:0.811773±0.015439 
[2567]  train-auc:0.844843±0.003438 test-auc:0.811777±0.015447 
[2568]  train-auc:0.844853±0.003437 test-auc:0.811776±0.015454 
[2569]  train-auc:0.844856±0.003436 test-auc:0.811779±0.015452 
[2570]  train-auc:0.844864±0.003433 test-auc:0.811779±0.015446 
[2571]  train-auc:0.844872±0.003428 test-auc:0.811780±0.015455 
[2572]  train-auc:0.844882±0.003426 test-auc:0.811780±0.015464 
[2573]  train-auc:0.844890±0.003425 test-auc:0.811780±0.015471 
[2574]  train-auc:0.844901±0.003421 test-auc:0.811787±0.015482 
[2575]  train-auc:0.844906±0.003421 test-auc:0.811795±0.015466 
[2576]  train-auc:0.844919±0.003421 test-auc:0.811797±0.015470 
[2577]  train-auc:0.844928±0.003421 test-auc:0.811804±0.015466 
[2578]  train-auc:0.844937±0.003421 test-auc:0.811812±0.015463 
[2579]  train-auc:0.844941±0.003419 test-auc:0.811811±0.015466 
[2580]  train-auc:0.844952±0.003417 test-auc:0.811816±0.015466 
[2581]  train-auc:0.844955±0.003418 test-auc:0.811821±0.015470 
[2582]  train-auc:0.844959±0.003418 test-auc:0.811817±0.015475 
[2583]  train-auc:0.844964±0.003419 test-auc:0.811826±0.015484 
[2584]  train-auc:0.844969±0.003415 test-auc:0.811822±0.015485 
[2585]  train-auc:0.844976±0.003416 test-auc:0.811817±0.015487 
[2586]  train-auc:0.844995±0.003405 test-auc:0.811821±0.015493 
[2587]  train-auc:0.845001±0.003406 test-auc:0.811831±0.015500 
[2588]  train-auc:0.845010±0.003403 test-auc:0.811818±0.015505 
[2589]  train-auc:0.845018±0.003402 test-auc:0.811821±0.015511 
[2590]  train-auc:0.845026±0.003402 test-auc:0.811819±0.015506 
[2591]  train-auc:0.845034±0.003402 test-auc:0.811819±0.015511 
[2592]  train-auc:0.845048±0.003399 test-auc:0.811824±0.015526 
[2593]  train-auc:0.845058±0.003391 test-auc:0.811824±0.015531 
[2594]  train-auc:0.845069±0.003401 test-auc:0.811829±0.015517 
[2595]  train-auc:0.845073±0.003400 test-auc:0.811830±0.015517 
[2596]  train-auc:0.845087±0.003405 test-auc:0.811843±0.015506 
[2597]  train-auc:0.845100±0.003405 test-auc:0.811865±0.015506 
[2598]  train-auc:0.845110±0.003405 test-auc:0.811863±0.015513 
[2599]  train-auc:0.845116±0.003406 test-auc:0.811861±0.015516 
[2600]  train-auc:0.845126±0.003409 test-auc:0.811860±0.015511 
[2601]  train-auc:0.845135±0.003403 test-auc:0.811872±0.015521 
[2602]  train-auc:0.845140±0.003406 test-auc:0.811874±0.015518 
[2603]  train-auc:0.845147±0.003409 test-auc:0.811871±0.015516 
[2604]  train-auc:0.845158±0.003410 test-auc:0.811876±0.015502 
[2605]  train-auc:0.845165±0.003413 test-auc:0.811881±0.015506 
[2606]  train-auc:0.845176±0.003412 test-auc:0.811883±0.015499 
[2607]  train-auc:0.845185±0.003408 test-auc:0.811890±0.015514 
[2608]  train-auc:0.845191±0.003411 test-auc:0.811878±0.015516 
[2609]  train-auc:0.845194±0.003410 test-auc:0.811881±0.015513 
[2610]  train-auc:0.845203±0.003416 test-auc:0.811882±0.015520 
[2611]  train-auc:0.845209±0.003414 test-auc:0.811883±0.015527 
[2612]  train-auc:0.845219±0.003408 test-auc:0.811892±0.015532 
[2613]  train-auc:0.845223±0.003404 test-auc:0.811888±0.015531 
[2614]  train-auc:0.845230±0.003401 test-auc:0.811887±0.015544 
[2615]  train-auc:0.845244±0.003402 test-auc:0.811889±0.015544 
[2616]  train-auc:0.845250±0.003404 test-auc:0.811884±0.015549 
[2617]  train-auc:0.845255±0.003406 test-auc:0.811876±0.015549 
[2618]  train-auc:0.845260±0.003402 test-auc:0.811887±0.015559 
[2619]  train-auc:0.845264±0.003401 test-auc:0.811880±0.015567 
[2620]  train-auc:0.845270±0.003403 test-auc:0.811880±0.015568 
[2621]  train-auc:0.845275±0.003402 test-auc:0.811878±0.015562 
[2622]  train-auc:0.845286±0.003393 test-auc:0.811881±0.015552 
[2623]  train-auc:0.845310±0.003383 test-auc:0.811900±0.015544 
[2624]  train-auc:0.845317±0.003384 test-auc:0.811902±0.015540 
[2625]  train-auc:0.845321±0.003383 test-auc:0.811901±0.015547 
[2626]  train-auc:0.845330±0.003387 test-auc:0.811898±0.015545 
[2627]  train-auc:0.845339±0.003376 test-auc:0.811902±0.015544 
[2628]  train-auc:0.845355±0.003370 test-auc:0.811895±0.015545 
[2629]  train-auc:0.845366±0.003370 test-auc:0.811901±0.015544 
[2630]  train-auc:0.845377±0.003369 test-auc:0.811912±0.015550 
[2631]  train-auc:0.845398±0.003359 test-auc:0.811910±0.015567 
[2632]  train-auc:0.845408±0.003354 test-auc:0.811915±0.015569 
[2633]  train-auc:0.845415±0.003356 test-auc:0.811926±0.015556 
[2634]  train-auc:0.845426±0.003351 test-auc:0.811931±0.015559 
[2635]  train-auc:0.845440±0.003347 test-auc:0.811922±0.015561 
[2636]  train-auc:0.845451±0.003342 test-auc:0.811922±0.015567 
[2637]  train-auc:0.845459±0.003342 test-auc:0.811928±0.015559 
[2638]  train-auc:0.845470±0.003343 test-auc:0.811938±0.015544 
[2639]  train-auc:0.845479±0.003341 test-auc:0.811940±0.015558 
[2640]  train-auc:0.845484±0.003339 test-auc:0.811938±0.015554 
[2641]  train-auc:0.845493±0.003335 test-auc:0.811938±0.015555 
[2642]  train-auc:0.845508±0.003336 test-auc:0.811948±0.015552 
[2643]  train-auc:0.845518±0.003336 test-auc:0.811963±0.015548 
[2644]  train-auc:0.845526±0.003340 test-auc:0.811963±0.015540 
[2645]  train-auc:0.845533±0.003341 test-auc:0.811966±0.015548 
[2646]  train-auc:0.845542±0.003342 test-auc:0.811970±0.015552 
[2647]  train-auc:0.845554±0.003345 test-auc:0.811974±0.015556 
[2648]  train-auc:0.845562±0.003347 test-auc:0.811976±0.015559 
[2649]  train-auc:0.845574±0.003341 test-auc:0.811978±0.015565 
[2650]  train-auc:0.845578±0.003338 test-auc:0.811981±0.015576 
[2651]  train-auc:0.845583±0.003337 test-auc:0.811983±0.015576 
[2652]  train-auc:0.845588±0.003335 test-auc:0.811974±0.015572 
[2653]  train-auc:0.845595±0.003336 test-auc:0.811969±0.015575 
[2654]  train-auc:0.845601±0.003335 test-auc:0.811965±0.015578 
[2655]  train-auc:0.845604±0.003337 test-auc:0.811963±0.015575 
[2656]  train-auc:0.845611±0.003332 test-auc:0.811973±0.015577 
[2657]  train-auc:0.845624±0.003332 test-auc:0.811970±0.015590 
[2658]  train-auc:0.845632±0.003328 test-auc:0.811975±0.015586 
[2659]  train-auc:0.845639±0.003326 test-auc:0.811985±0.015584 
[2660]  train-auc:0.845647±0.003328 test-auc:0.811989±0.015577 
[2661]  train-auc:0.845654±0.003324 test-auc:0.811978±0.015581 
[2662]  train-auc:0.845664±0.003319 test-auc:0.811975±0.015584 
[2663]  train-auc:0.845668±0.003317 test-auc:0.811977±0.015588 
[2664]  train-auc:0.845672±0.003317 test-auc:0.811982±0.015589 
[2665]  train-auc:0.845677±0.003317 test-auc:0.811978±0.015591 
[2666]  train-auc:0.845690±0.003320 test-auc:0.811970±0.015586 
[2667]  train-auc:0.845700±0.003318 test-auc:0.811975±0.015588 
[2668]  train-auc:0.845706±0.003319 test-auc:0.811978±0.015582 
[2669]  train-auc:0.845712±0.003318 test-auc:0.811984±0.015590 
[2670]  train-auc:0.845720±0.003321 test-auc:0.811985±0.015584 
[2671]  train-auc:0.845730±0.003316 test-auc:0.811990±0.015595 
[2672]  train-auc:0.845734±0.003317 test-auc:0.811987±0.015603 
[2673]  train-auc:0.845751±0.003312 test-auc:0.812003±0.015590 
[2674]  train-auc:0.845762±0.003313 test-auc:0.812012±0.015594 
[2675]  train-auc:0.845773±0.003308 test-auc:0.812011±0.015603 
[2676]  train-auc:0.845780±0.003305 test-auc:0.812009±0.015600 
[2677]  train-auc:0.845788±0.003307 test-auc:0.812014±0.015595 
[2678]  train-auc:0.845791±0.003308 test-auc:0.812019±0.015596 
[2679]  train-auc:0.845800±0.003301 test-auc:0.812032±0.015608 
[2680]  train-auc:0.845809±0.003300 test-auc:0.812034±0.015615 
[2681]  train-auc:0.845819±0.003303 test-auc:0.812037±0.015612 
[2682]  train-auc:0.845831±0.003305 test-auc:0.812037±0.015614 
[2683]  train-auc:0.845839±0.003304 test-auc:0.812040±0.015615 
[2684]  train-auc:0.845849±0.003305 test-auc:0.812048±0.015615 
[2685]  train-auc:0.845856±0.003300 test-auc:0.812045±0.015615 
[2686]  train-auc:0.845866±0.003306 test-auc:0.812040±0.015609 
[2687]  train-auc:0.845871±0.003308 test-auc:0.812046±0.015608 
[2688]  train-auc:0.845877±0.003309 test-auc:0.812032±0.015609 
[2689]  train-auc:0.845890±0.003307 test-auc:0.812030±0.015613 
[2690]  train-auc:0.845897±0.003313 test-auc:0.812038±0.015617 
[2691]  train-auc:0.845911±0.003305 test-auc:0.812033±0.015618 
[2692]  train-auc:0.845918±0.003303 test-auc:0.812031±0.015620 
[2693]  train-auc:0.845928±0.003308 test-auc:0.812036±0.015617 
[2694]  train-auc:0.845936±0.003308 test-auc:0.812024±0.015611 
[2695]  train-auc:0.845944±0.003309 test-auc:0.812029±0.015607 
[2696]  train-auc:0.845955±0.003305 test-auc:0.812028±0.015608 
[2697]  train-auc:0.845964±0.003309 test-auc:0.812027±0.015622 
[2698]  train-auc:0.845971±0.003307 test-auc:0.812037±0.015626 
[2699]  train-auc:0.845975±0.003310 test-auc:0.812034±0.015636 
[2700]  train-auc:0.845988±0.003299 test-auc:0.812042±0.015646 
[2701]  train-auc:0.846004±0.003301 test-auc:0.812041±0.015649 
[2702]  train-auc:0.846013±0.003303 test-auc:0.812042±0.015645 
[2703]  train-auc:0.846019±0.003304 test-auc:0.812049±0.015645 
[2704]  train-auc:0.846028±0.003300 test-auc:0.812056±0.015650 
[2705]  train-auc:0.846034±0.003300 test-auc:0.812058±0.015658 
[2706]  train-auc:0.846044±0.003298 test-auc:0.812058±0.015652 
[2707]  train-auc:0.846057±0.003293 test-auc:0.812064±0.015666 
[2708]  train-auc:0.846061±0.003293 test-auc:0.812074±0.015667 
[2709]  train-auc:0.846072±0.003292 test-auc:0.812079±0.015668 
[2710]  train-auc:0.846078±0.003292 test-auc:0.812078±0.015663 
[2711]  train-auc:0.846085±0.003291 test-auc:0.812075±0.015658 
[2712]  train-auc:0.846098±0.003290 test-auc:0.812077±0.015670 
[2713]  train-auc:0.846102±0.003290 test-auc:0.812076±0.015670 
[2714]  train-auc:0.846115±0.003293 test-auc:0.812087±0.015682 
[2715]  train-auc:0.846123±0.003289 test-auc:0.812093±0.015674 
[2716]  train-auc:0.846131±0.003289 test-auc:0.812097±0.015669 
[2717]  train-auc:0.846141±0.003283 test-auc:0.812109±0.015678 
[2718]  train-auc:0.846156±0.003280 test-auc:0.812112±0.015680 
[2719]  train-auc:0.846162±0.003281 test-auc:0.812103±0.015679 
[2720]  train-auc:0.846167±0.003279 test-auc:0.812100±0.015676 
[2721]  train-auc:0.846181±0.003280 test-auc:0.812111±0.015688 
[2722]  train-auc:0.846187±0.003279 test-auc:0.812116±0.015689 
[2723]  train-auc:0.846194±0.003281 test-auc:0.812126±0.015688 
[2724]  train-auc:0.846203±0.003281 test-auc:0.812120±0.015691 
[2725]  train-auc:0.846210±0.003278 test-auc:0.812112±0.015687 
[2726]  train-auc:0.846224±0.003271 test-auc:0.812104±0.015685 
[2727]  train-auc:0.846238±0.003272 test-auc:0.812110±0.015689 
[2728]  train-auc:0.846249±0.003274 test-auc:0.812116±0.015684 
[2729]  train-auc:0.846257±0.003272 test-auc:0.812111±0.015690 
[2730]  train-auc:0.846268±0.003273 test-auc:0.812120±0.015689 
[2731]  train-auc:0.846278±0.003271 test-auc:0.812133±0.015682 
[2732]  train-auc:0.846294±0.003272 test-auc:0.812130±0.015680 
[2733]  train-auc:0.846297±0.003272 test-auc:0.812130±0.015674 
[2734]  train-auc:0.846303±0.003269 test-auc:0.812123±0.015680 
[2735]  train-auc:0.846312±0.003270 test-auc:0.812127±0.015683 
[2736]  train-auc:0.846322±0.003263 test-auc:0.812132±0.015688 
[2737]  train-auc:0.846325±0.003264 test-auc:0.812134±0.015688 
[2738]  train-auc:0.846334±0.003260 test-auc:0.812131±0.015686 
[2739]  train-auc:0.846337±0.003261 test-auc:0.812130±0.015685 
[2740]  train-auc:0.846349±0.003266 test-auc:0.812144±0.015692 
[2741]  train-auc:0.846353±0.003269 test-auc:0.812150±0.015691 
[2742]  train-auc:0.846357±0.003268 test-auc:0.812142±0.015700 
[2743]  train-auc:0.846364±0.003263 test-auc:0.812145±0.015706 
[2744]  train-auc:0.846373±0.003256 test-auc:0.812139±0.015706 
[2745]  train-auc:0.846376±0.003254 test-auc:0.812133±0.015698 
[2746]  train-auc:0.846383±0.003255 test-auc:0.812131±0.015699 
[2747]  train-auc:0.846394±0.003256 test-auc:0.812135±0.015712 
[2748]  train-auc:0.846398±0.003257 test-auc:0.812139±0.015712 
[2749]  train-auc:0.846406±0.003258 test-auc:0.812146±0.015703 
[2750]  train-auc:0.846414±0.003257 test-auc:0.812148±0.015710 
[2751]  train-auc:0.846426±0.003258 test-auc:0.812160±0.015700 
[2752]  train-auc:0.846438±0.003263 test-auc:0.812171±0.015692 
[2753]  train-auc:0.846447±0.003263 test-auc:0.812160±0.015702 
[2754]  train-auc:0.846450±0.003260 test-auc:0.812166±0.015704 
[2755]  train-auc:0.846458±0.003260 test-auc:0.812148±0.015706 
[2756]  train-auc:0.846466±0.003256 test-auc:0.812149±0.015706 
[2757]  train-auc:0.846472±0.003258 test-auc:0.812160±0.015695 
[2758]  train-auc:0.846483±0.003257 test-auc:0.812154±0.015701 
[2759]  train-auc:0.846490±0.003260 test-auc:0.812160±0.015699 
[2760]  train-auc:0.846499±0.003259 test-auc:0.812153±0.015698 
[2761]  train-auc:0.846507±0.003259 test-auc:0.812155±0.015693 
[2762]  train-auc:0.846517±0.003255 test-auc:0.812161±0.015707 
[2763]  train-auc:0.846525±0.003257 test-auc:0.812162±0.015700 
[2764]  train-auc:0.846533±0.003259 test-auc:0.812162±0.015705 
[2765]  train-auc:0.846542±0.003262 test-auc:0.812171±0.015691 
[2766]  train-auc:0.846550±0.003263 test-auc:0.812180±0.015700 
[2767]  train-auc:0.846559±0.003260 test-auc:0.812171±0.015704 
[2768]  train-auc:0.846565±0.003261 test-auc:0.812170±0.015699 
[2769]  train-auc:0.846569±0.003262 test-auc:0.812172±0.015701 
[2770]  train-auc:0.846578±0.003262 test-auc:0.812176±0.015704 
[2771]  train-auc:0.846583±0.003261 test-auc:0.812172±0.015705 
[2772]  train-auc:0.846593±0.003263 test-auc:0.812173±0.015704 
[2773]  train-auc:0.846601±0.003266 test-auc:0.812170±0.015704 
[2774]  train-auc:0.846610±0.003262 test-auc:0.812178±0.015699 
[2775]  train-auc:0.846619±0.003263 test-auc:0.812184±0.015689 
[2776]  train-auc:0.846626±0.003264 test-auc:0.812180±0.015688 
[2777]  train-auc:0.846633±0.003263 test-auc:0.812190±0.015685 
[2778]  train-auc:0.846640±0.003264 test-auc:0.812189±0.015683 
[2779]  train-auc:0.846648±0.003271 test-auc:0.812195±0.015685 
[2780]  train-auc:0.846654±0.003268 test-auc:0.812194±0.015685 
[2781]  train-auc:0.846664±0.003268 test-auc:0.812192±0.015677 
[2782]  train-auc:0.846672±0.003272 test-auc:0.812192±0.015683 
[2783]  train-auc:0.846678±0.003267 test-auc:0.812199±0.015696 
[2784]  train-auc:0.846691±0.003263 test-auc:0.812195±0.015681 
[2785]  train-auc:0.846694±0.003260 test-auc:0.812197±0.015681 
[2786]  train-auc:0.846703±0.003261 test-auc:0.812200±0.015678 
[2787]  train-auc:0.846713±0.003263 test-auc:0.812201±0.015680 
[2788]  train-auc:0.846721±0.003260 test-auc:0.812204±0.015690 
[2789]  train-auc:0.846732±0.003257 test-auc:0.812203±0.015689 
[2790]  train-auc:0.846736±0.003255 test-auc:0.812208±0.015695 
[2791]  train-auc:0.846745±0.003256 test-auc:0.812201±0.015690 
[2792]  train-auc:0.846750±0.003257 test-auc:0.812201±0.015686 
[2793]  train-auc:0.846758±0.003256 test-auc:0.812208±0.015685 
[2794]  train-auc:0.846769±0.003256 test-auc:0.812212±0.015686 
[2795]  train-auc:0.846775±0.003260 test-auc:0.812218±0.015679 
[2796]  train-auc:0.846786±0.003257 test-auc:0.812232±0.015687 
[2797]  train-auc:0.846798±0.003265 test-auc:0.812237±0.015684 
[2798]  train-auc:0.846808±0.003265 test-auc:0.812235±0.015685 
[2799]  train-auc:0.846817±0.003267 test-auc:0.812227±0.015691 
[2800]  train-auc:0.846826±0.003268 test-auc:0.812225±0.015692 
[2801]  train-auc:0.846833±0.003267 test-auc:0.812227±0.015686 
[2802]  train-auc:0.846842±0.003269 test-auc:0.812233±0.015679 
[2803]  train-auc:0.846848±0.003266 test-auc:0.812249±0.015690 
[2804]  train-auc:0.846853±0.003269 test-auc:0.812246±0.015689 
[2805]  train-auc:0.846863±0.003270 test-auc:0.812257±0.015672 
[2806]  train-auc:0.846867±0.003270 test-auc:0.812260±0.015677 
[2807]  train-auc:0.846881±0.003269 test-auc:0.812260±0.015690 
[2808]  train-auc:0.846886±0.003271 test-auc:0.812261±0.015696 
[2809]  train-auc:0.846891±0.003271 test-auc:0.812261±0.015706 
[2810]  train-auc:0.846894±0.003271 test-auc:0.812265±0.015705 
[2811]  train-auc:0.846905±0.003272 test-auc:0.812254±0.015699 
[2812]  train-auc:0.846909±0.003271 test-auc:0.812253±0.015693 
[2813]  train-auc:0.846914±0.003275 test-auc:0.812253±0.015703 
[2814]  train-auc:0.846921±0.003280 test-auc:0.812259±0.015698 
[2815]  train-auc:0.846929±0.003276 test-auc:0.812264±0.015701 
[2816]  train-auc:0.846936±0.003276 test-auc:0.812260±0.015704 
[2817]  train-auc:0.846941±0.003281 test-auc:0.812263±0.015701 
[2818]  train-auc:0.846952±0.003283 test-auc:0.812280±0.015704 
[2819]  train-auc:0.846958±0.003286 test-auc:0.812284±0.015704 
[2820]  train-auc:0.846967±0.003288 test-auc:0.812285±0.015703 
[2821]  train-auc:0.846974±0.003288 test-auc:0.812290±0.015688 
[2822]  train-auc:0.846981±0.003292 test-auc:0.812285±0.015694 
[2823]  train-auc:0.846991±0.003291 test-auc:0.812287±0.015692 
[2824]  train-auc:0.847003±0.003288 test-auc:0.812287±0.015701 
[2825]  train-auc:0.847015±0.003290 test-auc:0.812301±0.015706 
[2826]  train-auc:0.847025±0.003289 test-auc:0.812294±0.015704 
[2827]  train-auc:0.847029±0.003288 test-auc:0.812296±0.015698 
[2828]  train-auc:0.847037±0.003287 test-auc:0.812303±0.015697 
[2829]  train-auc:0.847043±0.003289 test-auc:0.812302±0.015693 
[2830]  train-auc:0.847052±0.003286 test-auc:0.812308±0.015693 
[2831]  train-auc:0.847058±0.003285 test-auc:0.812328±0.015705 
[2832]  train-auc:0.847067±0.003284 test-auc:0.812321±0.015696 
[2833]  train-auc:0.847074±0.003285 test-auc:0.812327±0.015702 
[2834]  train-auc:0.847080±0.003287 test-auc:0.812325±0.015693 
[2835]  train-auc:0.847083±0.003287 test-auc:0.812321±0.015699 
[2836]  train-auc:0.847090±0.003291 test-auc:0.812322±0.015689 
[2837]  train-auc:0.847097±0.003295 test-auc:0.812322±0.015695 
[2838]  train-auc:0.847109±0.003295 test-auc:0.812324±0.015701 
[2839]  train-auc:0.847113±0.003297 test-auc:0.812334±0.015691 
[2840]  train-auc:0.847122±0.003300 test-auc:0.812328±0.015696 
[2841]  train-auc:0.847130±0.003297 test-auc:0.812332±0.015693 
[2842]  train-auc:0.847138±0.003304 test-auc:0.812341±0.015686 
[2843]  train-auc:0.847142±0.003305 test-auc:0.812342±0.015691 
[2844]  train-auc:0.847151±0.003310 test-auc:0.812351±0.015685 
[2845]  train-auc:0.847162±0.003314 test-auc:0.812355±0.015683 
[2846]  train-auc:0.847173±0.003313 test-auc:0.812355±0.015673 
[2847]  train-auc:0.847186±0.003312 test-auc:0.812358±0.015666 
[2848]  train-auc:0.847193±0.003317 test-auc:0.812365±0.015668 
[2849]  train-auc:0.847209±0.003317 test-auc:0.812383±0.015655 
[2850]  train-auc:0.847216±0.003318 test-auc:0.812383±0.015654 
[2851]  train-auc:0.847224±0.003318 test-auc:0.812382±0.015647 
[2852]  train-auc:0.847235±0.003318 test-auc:0.812372±0.015645 
[2853]  train-auc:0.847248±0.003315 test-auc:0.812384±0.015654 
[2854]  train-auc:0.847259±0.003317 test-auc:0.812387±0.015656 
[2855]  train-auc:0.847266±0.003319 test-auc:0.812386±0.015645 
[2856]  train-auc:0.847276±0.003320 test-auc:0.812398±0.015650 
[2857]  train-auc:0.847285±0.003324 test-auc:0.812405±0.015645 
[2858]  train-auc:0.847289±0.003322 test-auc:0.812404±0.015643 
[2859]  train-auc:0.847296±0.003322 test-auc:0.812406±0.015644 
[2860]  train-auc:0.847306±0.003321 test-auc:0.812416±0.015634 
[2861]  train-auc:0.847314±0.003325 test-auc:0.812416±0.015637 
[2862]  train-auc:0.847322±0.003325 test-auc:0.812419±0.015636 
[2863]  train-auc:0.847335±0.003324 test-auc:0.812421±0.015637 
[2864]  train-auc:0.847346±0.003330 test-auc:0.812425±0.015636 
[2865]  train-auc:0.847351±0.003331 test-auc:0.812415±0.015645 
[2866]  train-auc:0.847357±0.003330 test-auc:0.812417±0.015637 
[2867]  train-auc:0.847365±0.003333 test-auc:0.812414±0.015640 
[2868]  train-auc:0.847375±0.003340 test-auc:0.812420±0.015636 
[2869]  train-auc:0.847382±0.003345 test-auc:0.812424±0.015632 
[2870]  train-auc:0.847394±0.003353 test-auc:0.812411±0.015635 
[2871]  train-auc:0.847403±0.003355 test-auc:0.812417±0.015636 
[2872]  train-auc:0.847410±0.003356 test-auc:0.812413±0.015643 
[2873]  train-auc:0.847417±0.003358 test-auc:0.812418±0.015646 
[2874]  train-auc:0.847424±0.003358 test-auc:0.812416±0.015650 
[2875]  train-auc:0.847436±0.003363 test-auc:0.812425±0.015648 
[2876]  train-auc:0.847448±0.003364 test-auc:0.812425±0.015647 
[2877]  train-auc:0.847452±0.003363 test-auc:0.812430±0.015641 
[2878]  train-auc:0.847459±0.003367 test-auc:0.812435±0.015640 
[2879]  train-auc:0.847468±0.003369 test-auc:0.812440±0.015651 
[2880]  train-auc:0.847479±0.003373 test-auc:0.812446±0.015648 
[2881]  train-auc:0.847488±0.003371 test-auc:0.812446±0.015646 
[2882]  train-auc:0.847498±0.003373 test-auc:0.812458±0.015648 
[2883]  train-auc:0.847509±0.003378 test-auc:0.812455±0.015644 
[2884]  train-auc:0.847518±0.003378 test-auc:0.812456±0.015645 
[2885]  train-auc:0.847529±0.003373 test-auc:0.812458±0.015640 
[2886]  train-auc:0.847538±0.003374 test-auc:0.812462±0.015628 
[2887]  train-auc:0.847543±0.003371 test-auc:0.812467±0.015631 
[2888]  train-auc:0.847545±0.003370 test-auc:0.812466±0.015631 
[2889]  train-auc:0.847553±0.003373 test-auc:0.812469±0.015624 
[2890]  train-auc:0.847560±0.003380 test-auc:0.812480±0.015626 
[2891]  train-auc:0.847571±0.003381 test-auc:0.812480±0.015624 
[2892]  train-auc:0.847577±0.003382 test-auc:0.812478±0.015618 
[2893]  train-auc:0.847588±0.003383 test-auc:0.812486±0.015615 
[2894]  train-auc:0.847598±0.003384 test-auc:0.812494±0.015605 
[2895]  train-auc:0.847604±0.003382 test-auc:0.812494±0.015603 
[2896]  train-auc:0.847617±0.003387 test-auc:0.812494±0.015607 
[2897]  train-auc:0.847623±0.003389 test-auc:0.812491±0.015595 
[2898]  train-auc:0.847642±0.003384 test-auc:0.812509±0.015597 
[2899]  train-auc:0.847652±0.003383 test-auc:0.812512±0.015607 
[2900]  train-auc:0.847659±0.003384 test-auc:0.812517±0.015614 
[2901]  train-auc:0.847665±0.003386 test-auc:0.812515±0.015612 
[2902]  train-auc:0.847677±0.003389 test-auc:0.812522±0.015606 
[2903]  train-auc:0.847688±0.003392 test-auc:0.812527±0.015608 
[2904]  train-auc:0.847699±0.003392 test-auc:0.812535±0.015619 
[2905]  train-auc:0.847705±0.003393 test-auc:0.812542±0.015610 
[2906]  train-auc:0.847709±0.003392 test-auc:0.812539±0.015612 
[2907]  train-auc:0.847725±0.003388 test-auc:0.812557±0.015604 
[2908]  train-auc:0.847731±0.003390 test-auc:0.812556±0.015602 
[2909]  train-auc:0.847742±0.003392 test-auc:0.812558±0.015613 
[2910]  train-auc:0.847754±0.003389 test-auc:0.812569±0.015619 
[2911]  train-auc:0.847761±0.003388 test-auc:0.812572±0.015613 
[2912]  train-auc:0.847771±0.003391 test-auc:0.812565±0.015624 
[2913]  train-auc:0.847786±0.003387 test-auc:0.812575±0.015638 
[2914]  train-auc:0.847793±0.003387 test-auc:0.812573±0.015638 
[2915]  train-auc:0.847801±0.003388 test-auc:0.812577±0.015641 
[2916]  train-auc:0.847812±0.003391 test-auc:0.812581±0.015648 
[2917]  train-auc:0.847815±0.003393 test-auc:0.812592±0.015632 
[2918]  train-auc:0.847820±0.003394 test-auc:0.812593±0.015628 
[2919]  train-auc:0.847829±0.003394 test-auc:0.812597±0.015606 
[2920]  train-auc:0.847835±0.003395 test-auc:0.812612±0.015607 
[2921]  train-auc:0.847841±0.003397 test-auc:0.812612±0.015595 
[2922]  train-auc:0.847858±0.003394 test-auc:0.812614±0.015592 
[2923]  train-auc:0.847866±0.003393 test-auc:0.812617±0.015583 
[2924]  train-auc:0.847878±0.003397 test-auc:0.812613±0.015584 
[2925]  train-auc:0.847885±0.003399 test-auc:0.812618±0.015588 
[2926]  train-auc:0.847894±0.003402 test-auc:0.812631±0.015583 
[2927]  train-auc:0.847903±0.003404 test-auc:0.812627±0.015591 
[2928]  train-auc:0.847913±0.003411 test-auc:0.812635±0.015585 
[2929]  train-auc:0.847923±0.003409 test-auc:0.812641±0.015593 
[2930]  train-auc:0.847933±0.003413 test-auc:0.812647±0.015592 
[2931]  train-auc:0.847939±0.003412 test-auc:0.812647±0.015587 
[2932]  train-auc:0.847944±0.003413 test-auc:0.812654±0.015585 
[2933]  train-auc:0.847957±0.003413 test-auc:0.812659±0.015589 
[2934]  train-auc:0.847963±0.003410 test-auc:0.812669±0.015594 
[2935]  train-auc:0.847969±0.003411 test-auc:0.812667±0.015591 
[2936]  train-auc:0.847975±0.003413 test-auc:0.812669±0.015585 
[2937]  train-auc:0.847985±0.003410 test-auc:0.812672±0.015588 
[2938]  train-auc:0.847991±0.003413 test-auc:0.812672±0.015588 
[2939]  train-auc:0.847998±0.003410 test-auc:0.812678±0.015589 
[2940]  train-auc:0.848003±0.003413 test-auc:0.812680±0.015594 
[2941]  train-auc:0.848015±0.003411 test-auc:0.812671±0.015601 
[2942]  train-auc:0.848026±0.003408 test-auc:0.812681±0.015609 
[2943]  train-auc:0.848032±0.003409 test-auc:0.812689±0.015602 
[2944]  train-auc:0.848044±0.003414 test-auc:0.812704±0.015612 
[2945]  train-auc:0.848051±0.003413 test-auc:0.812714±0.015616 
[2946]  train-auc:0.848059±0.003414 test-auc:0.812716±0.015627 
[2947]  train-auc:0.848068±0.003416 test-auc:0.812718±0.015624 
[2948]  train-auc:0.848083±0.003415 test-auc:0.812718±0.015624 
[2949]  train-auc:0.848090±0.003417 test-auc:0.812714±0.015621 
[2950]  train-auc:0.848096±0.003415 test-auc:0.812717±0.015616 
[2951]  train-auc:0.848105±0.003416 test-auc:0.812715±0.015620 
[2952]  train-auc:0.848114±0.003420 test-auc:0.812707±0.015618 
[2953]  train-auc:0.848123±0.003427 test-auc:0.812710±0.015620 
[2954]  train-auc:0.848134±0.003423 test-auc:0.812709±0.015624 
[2955]  train-auc:0.848139±0.003423 test-auc:0.812709±0.015631 
[2956]  train-auc:0.848153±0.003430 test-auc:0.812730±0.015615 
[2957]  train-auc:0.848172±0.003425 test-auc:0.812745±0.015603 
[2958]  train-auc:0.848181±0.003421 test-auc:0.812745±0.015608 
[2959]  train-auc:0.848191±0.003420 test-auc:0.812747±0.015598 
[2960]  train-auc:0.848198±0.003420 test-auc:0.812749±0.015592 
[2961]  train-auc:0.848203±0.003418 test-auc:0.812755±0.015593 
[2962]  train-auc:0.848219±0.003417 test-auc:0.812772±0.015587 
[2963]  train-auc:0.848228±0.003417 test-auc:0.812777±0.015577 
[2964]  train-auc:0.848235±0.003422 test-auc:0.812777±0.015569 
[2965]  train-auc:0.848243±0.003420 test-auc:0.812788±0.015568 
[2966]  train-auc:0.848251±0.003420 test-auc:0.812795±0.015563 
[2967]  train-auc:0.848259±0.003422 test-auc:0.812798±0.015565 
[2968]  train-auc:0.848266±0.003420 test-auc:0.812800±0.015571 
[2969]  train-auc:0.848281±0.003418 test-auc:0.812809±0.015576 
[2970]  train-auc:0.848286±0.003422 test-auc:0.812810±0.015563 
[2971]  train-auc:0.848301±0.003424 test-auc:0.812820±0.015557 
[2972]  train-auc:0.848313±0.003422 test-auc:0.812818±0.015553 
[2973]  train-auc:0.848322±0.003425 test-auc:0.812826±0.015559 
[2974]  train-auc:0.848328±0.003426 test-auc:0.812830±0.015550 
[2975]  train-auc:0.848338±0.003433 test-auc:0.812837±0.015552 
[2976]  train-auc:0.848348±0.003435 test-auc:0.812837±0.015560 
[2977]  train-auc:0.848352±0.003434 test-auc:0.812842±0.015564 
[2978]  train-auc:0.848361±0.003441 test-auc:0.812850±0.015561 
[2979]  train-auc:0.848368±0.003440 test-auc:0.812848±0.015548 
[2980]  train-auc:0.848377±0.003440 test-auc:0.812854±0.015551 
[2981]  train-auc:0.848386±0.003438 test-auc:0.812859±0.015549 
[2982]  train-auc:0.848395±0.003434 test-auc:0.812854±0.015547 
[2983]  train-auc:0.848402±0.003434 test-auc:0.812858±0.015545 
[2984]  train-auc:0.848404±0.003435 test-auc:0.812861±0.015549 
[2985]  train-auc:0.848415±0.003441 test-auc:0.812873±0.015546 
[2986]  train-auc:0.848421±0.003438 test-auc:0.812879±0.015541 
[2987]  train-auc:0.848431±0.003440 test-auc:0.812879±0.015549 
[2988]  train-auc:0.848440±0.003437 test-auc:0.812881±0.015546 
[2989]  train-auc:0.848446±0.003439 test-auc:0.812877±0.015547 
[2990]  train-auc:0.848456±0.003439 test-auc:0.812881±0.015553 
[2991]  train-auc:0.848464±0.003440 test-auc:0.812882±0.015548 
[2992]  train-auc:0.848475±0.003438 test-auc:0.812894±0.015539 
[2993]  train-auc:0.848487±0.003436 test-auc:0.812902±0.015531 
[2994]  train-auc:0.848497±0.003433 test-auc:0.812907±0.015525 
[2995]  train-auc:0.848503±0.003437 test-auc:0.812914±0.015530 
[2996]  train-auc:0.848512±0.003433 test-auc:0.812920±0.015522 
[2997]  train-auc:0.848524±0.003436 test-auc:0.812920±0.015517 
[2998]  train-auc:0.848533±0.003438 test-auc:0.812924±0.015514 
[2999]  train-auc:0.848545±0.003433 test-auc:0.812928±0.015515 
[3000]  train-auc:0.848549±0.003431 test-auc:0.812925±0.015511 
[3001]  train-auc:0.848560±0.003430 test-auc:0.812945±0.015507 
[3002]  train-auc:0.848565±0.003434 test-auc:0.812956±0.015502 
[3003]  train-auc:0.848573±0.003436 test-auc:0.812962±0.015496 
[3004]  train-auc:0.848582±0.003434 test-auc:0.812966±0.015492 
[3005]  train-auc:0.848595±0.003428 test-auc:0.812974±0.015494 
[3006]  train-auc:0.848602±0.003421 test-auc:0.812982±0.015493 
[3007]  train-auc:0.848611±0.003424 test-auc:0.812976±0.015502 
[3008]  train-auc:0.848622±0.003428 test-auc:0.812973±0.015503 
[3009]  train-auc:0.848637±0.003426 test-auc:0.812982±0.015499 
[3010]  train-auc:0.848648±0.003423 test-auc:0.812986±0.015501 
[3011]  train-auc:0.848656±0.003420 test-auc:0.812996±0.015499 
[3012]  train-auc:0.848661±0.003426 test-auc:0.813003±0.015498 
[3013]  train-auc:0.848672±0.003418 test-auc:0.813010±0.015500 
[3014]  train-auc:0.848679±0.003419 test-auc:0.813007±0.015491 
[3015]  train-auc:0.848689±0.003419 test-auc:0.813014±0.015481 
[3016]  train-auc:0.848694±0.003419 test-auc:0.813021±0.015500 
[3017]  train-auc:0.848701±0.003423 test-auc:0.813023±0.015496 
[3018]  train-auc:0.848712±0.003422 test-auc:0.813035±0.015496 
[3019]  train-auc:0.848718±0.003424 test-auc:0.813036±0.015486 
[3020]  train-auc:0.848728±0.003427 test-auc:0.813030±0.015495 
[3021]  train-auc:0.848737±0.003419 test-auc:0.813040±0.015502 
[3022]  train-auc:0.848743±0.003422 test-auc:0.813034±0.015508 
[3023]  train-auc:0.848749±0.003427 test-auc:0.813040±0.015496 
[3024]  train-auc:0.848759±0.003427 test-auc:0.813053±0.015502 
[3025]  train-auc:0.848768±0.003428 test-auc:0.813063±0.015502 
[3026]  train-auc:0.848777±0.003430 test-auc:0.813060±0.015503 
[3027]  train-auc:0.848788±0.003430 test-auc:0.813069±0.015506 
[3028]  train-auc:0.848795±0.003432 test-auc:0.813073±0.015509 
[3029]  train-auc:0.848803±0.003429 test-auc:0.813077±0.015516 
[3030]  train-auc:0.848813±0.003427 test-auc:0.813079±0.015530 
[3031]  train-auc:0.848826±0.003428 test-auc:0.813077±0.015525 
[3032]  train-auc:0.848834±0.003423 test-auc:0.813079±0.015524 
[3033]  train-auc:0.848840±0.003424 test-auc:0.813083±0.015531 
[3034]  train-auc:0.848846±0.003426 test-auc:0.813085±0.015528 
[3035]  train-auc:0.848850±0.003429 test-auc:0.813089±0.015526 
[3036]  train-auc:0.848854±0.003429 test-auc:0.813096±0.015524 
[3037]  train-auc:0.848865±0.003430 test-auc:0.813101±0.015524 
[3038]  train-auc:0.848873±0.003428 test-auc:0.813091±0.015525 
[3039]  train-auc:0.848876±0.003430 test-auc:0.813083±0.015530 
[3040]  train-auc:0.848883±0.003431 test-auc:0.813093±0.015527 
[3041]  train-auc:0.848887±0.003434 test-auc:0.813099±0.015516 
[3042]  train-auc:0.848897±0.003435 test-auc:0.813102±0.015520 
[3043]  train-auc:0.848905±0.003434 test-auc:0.813107±0.015523 
[3044]  train-auc:0.848911±0.003433 test-auc:0.813108±0.015518 
[3045]  train-auc:0.848917±0.003434 test-auc:0.813097±0.015527 
[3046]  train-auc:0.848926±0.003435 test-auc:0.813098±0.015523 
[3047]  train-auc:0.848935±0.003435 test-auc:0.813108±0.015525 
[3048]  train-auc:0.848942±0.003434 test-auc:0.813113±0.015532 
[3049]  train-auc:0.848954±0.003432 test-auc:0.813112±0.015521 
[3050]  train-auc:0.848959±0.003433 test-auc:0.813117±0.015517 
[3051]  train-auc:0.848970±0.003438 test-auc:0.813135±0.015507 
[3052]  train-auc:0.848975±0.003439 test-auc:0.813136±0.015502 
[3053]  train-auc:0.848982±0.003436 test-auc:0.813147±0.015500 
[3054]  train-auc:0.848987±0.003435 test-auc:0.813151±0.015510 
[3055]  train-auc:0.849000±0.003429 test-auc:0.813149±0.015515 
[3056]  train-auc:0.849013±0.003427 test-auc:0.813148±0.015522 
[3057]  train-auc:0.849029±0.003425 test-auc:0.813169±0.015533 
[3058]  train-auc:0.849035±0.003426 test-auc:0.813173±0.015531 
[3059]  train-auc:0.849042±0.003427 test-auc:0.813173±0.015531 
[3060]  train-auc:0.849047±0.003425 test-auc:0.813179±0.015521 
[3061]  train-auc:0.849061±0.003418 test-auc:0.813176±0.015516 
[3062]  train-auc:0.849067±0.003420 test-auc:0.813179±0.015508 
[3063]  train-auc:0.849078±0.003420 test-auc:0.813178±0.015510 
[3064]  train-auc:0.849086±0.003423 test-auc:0.813174±0.015512 
[3065]  train-auc:0.849090±0.003423 test-auc:0.813175±0.015504 
[3066]  train-auc:0.849095±0.003425 test-auc:0.813176±0.015504 
[3067]  train-auc:0.849100±0.003427 test-auc:0.813177±0.015512 
[3068]  train-auc:0.849104±0.003429 test-auc:0.813184±0.015515 
[3069]  train-auc:0.849114±0.003425 test-auc:0.813197±0.015513 
[3070]  train-auc:0.849116±0.003424 test-auc:0.813191±0.015506 
[3071]  train-auc:0.849123±0.003427 test-auc:0.813189±0.015491 
[3072]  train-auc:0.849128±0.003426 test-auc:0.813185±0.015490 
[3073]  train-auc:0.849135±0.003426 test-auc:0.813188±0.015492 
[3074]  train-auc:0.849140±0.003427 test-auc:0.813189±0.015496 
[3075]  train-auc:0.849145±0.003427 test-auc:0.813195±0.015504 
[3076]  train-auc:0.849153±0.003428 test-auc:0.813206±0.015495 
[3077]  train-auc:0.849159±0.003425 test-auc:0.813202±0.015486 
[3078]  train-auc:0.849171±0.003421 test-auc:0.813206±0.015486 
[3079]  train-auc:0.849177±0.003418 test-auc:0.813212±0.015489 
[3080]  train-auc:0.849185±0.003415 test-auc:0.813218±0.015490 
[3081]  train-auc:0.849196±0.003413 test-auc:0.813214±0.015490 
[3082]  train-auc:0.849205±0.003415 test-auc:0.813220±0.015487 
[3083]  train-auc:0.849209±0.003419 test-auc:0.813222±0.015484 
[3084]  train-auc:0.849218±0.003420 test-auc:0.813232±0.015478 
[3085]  train-auc:0.849225±0.003417 test-auc:0.813237±0.015485 
[3086]  train-auc:0.849236±0.003414 test-auc:0.813238±0.015493 
[3087]  train-auc:0.849250±0.003405 test-auc:0.813235±0.015493 
[3088]  train-auc:0.849259±0.003407 test-auc:0.813242±0.015495 
[3089]  train-auc:0.849265±0.003410 test-auc:0.813247±0.015496 
[3090]  train-auc:0.849273±0.003408 test-auc:0.813239±0.015485 
[3091]  train-auc:0.849278±0.003408 test-auc:0.813236±0.015483 
[3092]  train-auc:0.849289±0.003409 test-auc:0.813256±0.015490 
[3093]  train-auc:0.849298±0.003412 test-auc:0.813262±0.015497 
[3094]  train-auc:0.849313±0.003411 test-auc:0.813265±0.015508 
[3095]  train-auc:0.849325±0.003409 test-auc:0.813258±0.015502 
[3096]  train-auc:0.849330±0.003410 test-auc:0.813264±0.015500 
[3097]  train-auc:0.849346±0.003403 test-auc:0.813271±0.015489 
[3098]  train-auc:0.849360±0.003399 test-auc:0.813289±0.015494 
[3099]  train-auc:0.849369±0.003403 test-auc:0.813291±0.015489 
[3100]  train-auc:0.849378±0.003397 test-auc:0.813297±0.015494 
[3101]  train-auc:0.849387±0.003392 test-auc:0.813304±0.015508 
[3102]  train-auc:0.849394±0.003392 test-auc:0.813300±0.015505 
[3103]  train-auc:0.849401±0.003395 test-auc:0.813298±0.015507 
[3104]  train-auc:0.849411±0.003391 test-auc:0.813302±0.015505 
[3105]  train-auc:0.849420±0.003391 test-auc:0.813304±0.015501 
[3106]  train-auc:0.849426±0.003389 test-auc:0.813303±0.015495 
[3107]  train-auc:0.849436±0.003389 test-auc:0.813310±0.015504 
[3108]  train-auc:0.849443±0.003390 test-auc:0.813317±0.015508 
[3109]  train-auc:0.849448±0.003390 test-auc:0.813312±0.015504 
[3110]  train-auc:0.849459±0.003392 test-auc:0.813310±0.015513 
[3111]  train-auc:0.849464±0.003396 test-auc:0.813309±0.015521 
[3112]  train-auc:0.849471±0.003399 test-auc:0.813317±0.015516 
[3113]  train-auc:0.849480±0.003394 test-auc:0.813331±0.015516 
[3114]  train-auc:0.849486±0.003394 test-auc:0.813342±0.015512 
[3115]  train-auc:0.849498±0.003394 test-auc:0.813342±0.015510 
[3116]  train-auc:0.849508±0.003395 test-auc:0.813343±0.015512 
[3117]  train-auc:0.849525±0.003400 test-auc:0.813349±0.015512 
[3118]  train-auc:0.849531±0.003398 test-auc:0.813350±0.015514 
[3119]  train-auc:0.849537±0.003399 test-auc:0.813343±0.015513 
[3120]  train-auc:0.849548±0.003396 test-auc:0.813350±0.015510 
[3121]  train-auc:0.849555±0.003395 test-auc:0.813354±0.015515 
[3122]  train-auc:0.849566±0.003395 test-auc:0.813353±0.015514 
[3123]  train-auc:0.849574±0.003392 test-auc:0.813345±0.015516 
[3124]  train-auc:0.849580±0.003392 test-auc:0.813347±0.015521 
[3125]  train-auc:0.849592±0.003391 test-auc:0.813362±0.015518 
[3126]  train-auc:0.849606±0.003388 test-auc:0.813359±0.015520 
[3127]  train-auc:0.849612±0.003384 test-auc:0.813366±0.015527 
[3128]  train-auc:0.849622±0.003382 test-auc:0.813360±0.015537 
[3129]  train-auc:0.849629±0.003384 test-auc:0.813361±0.015535 
[3130]  train-auc:0.849636±0.003384 test-auc:0.813361±0.015533 
[3131]  train-auc:0.849650±0.003383 test-auc:0.813375±0.015529 
[3132]  train-auc:0.849655±0.003378 test-auc:0.813376±0.015530 
[3133]  train-auc:0.849663±0.003381 test-auc:0.813371±0.015533 
[3134]  train-auc:0.849668±0.003383 test-auc:0.813371±0.015543 
[3135]  train-auc:0.849673±0.003382 test-auc:0.813368±0.015542 
[3136]  train-auc:0.849681±0.003380 test-auc:0.813377±0.015547 
[3137]  train-auc:0.849692±0.003376 test-auc:0.813376±0.015553 
[3138]  train-auc:0.849703±0.003381 test-auc:0.813384±0.015551 
[3139]  train-auc:0.849711±0.003383 test-auc:0.813381±0.015551 
[3140]  train-auc:0.849720±0.003380 test-auc:0.813382±0.015546 
[3141]  train-auc:0.849728±0.003378 test-auc:0.813377±0.015556 
[3142]  train-auc:0.849737±0.003375 test-auc:0.813381±0.015564 
[3143]  train-auc:0.849742±0.003376 test-auc:0.813383±0.015565 
[3144]  train-auc:0.849751±0.003376 test-auc:0.813382±0.015562 
[3145]  train-auc:0.849763±0.003380 test-auc:0.813394±0.015543 
[3146]  train-auc:0.849770±0.003377 test-auc:0.813394±0.015542 
[3147]  train-auc:0.849779±0.003379 test-auc:0.813397±0.015538 
[3148]  train-auc:0.849788±0.003375 test-auc:0.813393±0.015551 
[3149]  train-auc:0.849795±0.003373 test-auc:0.813396±0.015539 
[3150]  train-auc:0.849804±0.003374 test-auc:0.813400±0.015542 
[3151]  train-auc:0.849814±0.003376 test-auc:0.813397±0.015532 
[3152]  train-auc:0.849824±0.003367 test-auc:0.813389±0.015530 
[3153]  train-auc:0.849833±0.003368 test-auc:0.813393±0.015525 
[3154]  train-auc:0.849839±0.003369 test-auc:0.813401±0.015522 
[3155]  train-auc:0.849849±0.003370 test-auc:0.813411±0.015529 
[3156]  train-auc:0.849857±0.003373 test-auc:0.813420±0.015526 
[3157]  train-auc:0.849862±0.003375 test-auc:0.813421±0.015528 
[3158]  train-auc:0.849867±0.003379 test-auc:0.813418±0.015524 
[3159]  train-auc:0.849874±0.003378 test-auc:0.813415±0.015526 
[3160]  train-auc:0.849878±0.003376 test-auc:0.813412±0.015525 
[3161]  train-auc:0.849886±0.003374 test-auc:0.813416±0.015525 
[3162]  train-auc:0.849892±0.003375 test-auc:0.813413±0.015533 
[3163]  train-auc:0.849897±0.003376 test-auc:0.813418±0.015528 
[3164]  train-auc:0.849905±0.003377 test-auc:0.813414±0.015539 
[3165]  train-auc:0.849913±0.003371 test-auc:0.813412±0.015537 
[3166]  train-auc:0.849922±0.003372 test-auc:0.813407±0.015535 
[3167]  train-auc:0.849930±0.003374 test-auc:0.813408±0.015543 
[3168]  train-auc:0.849942±0.003372 test-auc:0.813411±0.015554 
[3169]  train-auc:0.849956±0.003375 test-auc:0.813424±0.015559 
[3170]  train-auc:0.849963±0.003377 test-auc:0.813422±0.015555 
[3171]  train-auc:0.849970±0.003373 test-auc:0.813430±0.015547 
[3172]  train-auc:0.849980±0.003371 test-auc:0.813430±0.015559 
[3173]  train-auc:0.849988±0.003368 test-auc:0.813430±0.015562 
[3174]  train-auc:0.849994±0.003370 test-auc:0.813433±0.015561 
[3175]  train-auc:0.850004±0.003370 test-auc:0.813442±0.015569 
[3176]  train-auc:0.850015±0.003370 test-auc:0.813449±0.015567 
[3177]  train-auc:0.850032±0.003374 test-auc:0.813449±0.015564 
[3178]  train-auc:0.850045±0.003376 test-auc:0.813446±0.015563 
[3179]  train-auc:0.850059±0.003376 test-auc:0.813457±0.015562 
[3180]  train-auc:0.850064±0.003377 test-auc:0.813454±0.015562 
[3181]  train-auc:0.850070±0.003379 test-auc:0.813460±0.015563 
[3182]  train-auc:0.850073±0.003381 test-auc:0.813464±0.015563 
[3183]  train-auc:0.850091±0.003383 test-auc:0.813468±0.015571 
[3184]  train-auc:0.850094±0.003381 test-auc:0.813465±0.015573 
[3185]  train-auc:0.850099±0.003379 test-auc:0.813467±0.015571 
[3186]  train-auc:0.850105±0.003376 test-auc:0.813466±0.015565 
[3187]  train-auc:0.850112±0.003379 test-auc:0.813469±0.015565 
[3188]  train-auc:0.850122±0.003381 test-auc:0.813479±0.015562 
[3189]  train-auc:0.850126±0.003381 test-auc:0.813482±0.015554 
[3190]  train-auc:0.850131±0.003379 test-auc:0.813488±0.015558 
[3191]  train-auc:0.850144±0.003377 test-auc:0.813485±0.015567 
[3192]  train-auc:0.850152±0.003372 test-auc:0.813495±0.015570 
[3193]  train-auc:0.850162±0.003368 test-auc:0.813490±0.015551 
[3194]  train-auc:0.850168±0.003371 test-auc:0.813490±0.015557 
[3195]  train-auc:0.850174±0.003370 test-auc:0.813494±0.015560 
[3196]  train-auc:0.850182±0.003373 test-auc:0.813490±0.015558 
[3197]  train-auc:0.850187±0.003375 test-auc:0.813489±0.015549 
[3198]  train-auc:0.850192±0.003374 test-auc:0.813490±0.015552 
[3199]  train-auc:0.850198±0.003373 test-auc:0.813494±0.015549 
[3200]  train-auc:0.850210±0.003375 test-auc:0.813510±0.015543 
[3201]  train-auc:0.850215±0.003374 test-auc:0.813517±0.015546 
[3202]  train-auc:0.850225±0.003376 test-auc:0.813515±0.015544 
[3203]  train-auc:0.850232±0.003380 test-auc:0.813515±0.015544 
[3204]  train-auc:0.850240±0.003379 test-auc:0.813518±0.015545 
[3205]  train-auc:0.850247±0.003376 test-auc:0.813519±0.015558 
[3206]  train-auc:0.850257±0.003379 test-auc:0.813515±0.015551 
[3207]  train-auc:0.850267±0.003380 test-auc:0.813526±0.015549 
[3208]  train-auc:0.850273±0.003383 test-auc:0.813530±0.015544 
[3209]  train-auc:0.850276±0.003382 test-auc:0.813534±0.015541 
[3210]  train-auc:0.850284±0.003382 test-auc:0.813534±0.015549 
[3211]  train-auc:0.850293±0.003380 test-auc:0.813533±0.015550 
[3212]  train-auc:0.850299±0.003382 test-auc:0.813539±0.015546 
[3213]  train-auc:0.850311±0.003380 test-auc:0.813542±0.015550 
[3214]  train-auc:0.850316±0.003380 test-auc:0.813542±0.015547 
[3215]  train-auc:0.850323±0.003374 test-auc:0.813544±0.015555 
[3216]  train-auc:0.850328±0.003376 test-auc:0.813547±0.015548 
[3217]  train-auc:0.850334±0.003376 test-auc:0.813551±0.015552 
[3218]  train-auc:0.850340±0.003379 test-auc:0.813558±0.015542 
[3219]  train-auc:0.850346±0.003379 test-auc:0.813564±0.015545 
[3220]  train-auc:0.850353±0.003379 test-auc:0.813570±0.015548 
[3221]  train-auc:0.850362±0.003379 test-auc:0.813586±0.015545 
[3222]  train-auc:0.850372±0.003375 test-auc:0.813595±0.015544 
[3223]  train-auc:0.850391±0.003375 test-auc:0.813598±0.015543 
[3224]  train-auc:0.850399±0.003380 test-auc:0.813592±0.015546 
[3225]  train-auc:0.850407±0.003381 test-auc:0.813578±0.015549 
[3226]  train-auc:0.850415±0.003379 test-auc:0.813583±0.015556 
[3227]  train-auc:0.850420±0.003381 test-auc:0.813584±0.015555 
[3228]  train-auc:0.850431±0.003380 test-auc:0.813589±0.015575 
[3229]  train-auc:0.850443±0.003378 test-auc:0.813594±0.015571 
[3230]  train-auc:0.850450±0.003380 test-auc:0.813583±0.015575 
[3231]  train-auc:0.850455±0.003377 test-auc:0.813584±0.015580 
[3232]  train-auc:0.850466±0.003378 test-auc:0.813579±0.015577 
[3233]  train-auc:0.850469±0.003379 test-auc:0.813577±0.015578 
[3234]  train-auc:0.850478±0.003376 test-auc:0.813587±0.015580 
[3235]  train-auc:0.850484±0.003372 test-auc:0.813592±0.015578 
[3236]  train-auc:0.850494±0.003368 test-auc:0.813596±0.015582 
[3237]  train-auc:0.850503±0.003359 test-auc:0.813610±0.015586 
[3238]  train-auc:0.850508±0.003361 test-auc:0.813604±0.015593 
[3239]  train-auc:0.850517±0.003358 test-auc:0.813603±0.015590 
[3240]  train-auc:0.850524±0.003359 test-auc:0.813600±0.015592 
[3241]  train-auc:0.850528±0.003357 test-auc:0.813605±0.015592 
[3242]  train-auc:0.850535±0.003354 test-auc:0.813611±0.015591 
[3243]  train-auc:0.850542±0.003356 test-auc:0.813605±0.015600 
[3244]  train-auc:0.850547±0.003356 test-auc:0.813602±0.015607 
[3245]  train-auc:0.850557±0.003355 test-auc:0.813606±0.015616 
[3246]  train-auc:0.850562±0.003351 test-auc:0.813604±0.015620 
[3247]  train-auc:0.850570±0.003357 test-auc:0.813604±0.015606 
[3248]  train-auc:0.850582±0.003353 test-auc:0.813619±0.015607 
[3249]  train-auc:0.850596±0.003353 test-auc:0.813625±0.015604 
[3250]  train-auc:0.850603±0.003353 test-auc:0.813635±0.015599 
[3251]  train-auc:0.850616±0.003349 test-auc:0.813637±0.015591 
[3252]  train-auc:0.850629±0.003350 test-auc:0.813651±0.015593 
[3253]  train-auc:0.850632±0.003350 test-auc:0.813652±0.015597 
[3254]  train-auc:0.850642±0.003348 test-auc:0.813648±0.015593 
[3255]  train-auc:0.850654±0.003348 test-auc:0.813647±0.015598 
[3256]  train-auc:0.850664±0.003350 test-auc:0.813645±0.015605 
[3257]  train-auc:0.850670±0.003346 test-auc:0.813649±0.015603 
[3258]  train-auc:0.850681±0.003348 test-auc:0.813643±0.015613 
[3259]  train-auc:0.850688±0.003348 test-auc:0.813649±0.015600 
[3260]  train-auc:0.850696±0.003351 test-auc:0.813647±0.015594 
[3261]  train-auc:0.850703±0.003346 test-auc:0.813655±0.015592 
[3262]  train-auc:0.850713±0.003347 test-auc:0.813658±0.015609 
[3263]  train-auc:0.850727±0.003345 test-auc:0.813657±0.015612 
[3264]  train-auc:0.850735±0.003343 test-auc:0.813660±0.015614 
[3265]  train-auc:0.850741±0.003341 test-auc:0.813666±0.015621 
[3266]  train-auc:0.850748±0.003338 test-auc:0.813669±0.015615 
[3267]  train-auc:0.850754±0.003341 test-auc:0.813669±0.015619 
[3268]  train-auc:0.850761±0.003343 test-auc:0.813674±0.015614 
[3269]  train-auc:0.850768±0.003343 test-auc:0.813678±0.015612 
[3270]  train-auc:0.850772±0.003343 test-auc:0.813682±0.015599 
[3271]  train-auc:0.850782±0.003342 test-auc:0.813686±0.015581 
[3272]  train-auc:0.850790±0.003344 test-auc:0.813691±0.015575 
[3273]  train-auc:0.850793±0.003343 test-auc:0.813697±0.015579 
[3274]  train-auc:0.850799±0.003343 test-auc:0.813697±0.015582 
[3275]  train-auc:0.850808±0.003341 test-auc:0.813704±0.015583 
[3276]  train-auc:0.850815±0.003342 test-auc:0.813712±0.015581 
[3277]  train-auc:0.850822±0.003340 test-auc:0.813716±0.015575 
[3278]  train-auc:0.850827±0.003338 test-auc:0.813712±0.015576 
[3279]  train-auc:0.850831±0.003335 test-auc:0.813714±0.015578 
[3280]  train-auc:0.850836±0.003337 test-auc:0.813717±0.015576 
[3281]  train-auc:0.850842±0.003339 test-auc:0.813719±0.015569 
[3282]  train-auc:0.850849±0.003336 test-auc:0.813712±0.015568 
[3283]  train-auc:0.850857±0.003337 test-auc:0.813718±0.015564 
[3284]  train-auc:0.850865±0.003341 test-auc:0.813715±0.015576 
[3285]  train-auc:0.850872±0.003344 test-auc:0.813718±0.015574 
[3286]  train-auc:0.850880±0.003347 test-auc:0.813715±0.015575 
[3287]  train-auc:0.850887±0.003344 test-auc:0.813721±0.015584 
[3288]  train-auc:0.850892±0.003342 test-auc:0.813724±0.015583 
[3289]  train-auc:0.850897±0.003342 test-auc:0.813719±0.015578 
[3290]  train-auc:0.850907±0.003346 test-auc:0.813725±0.015585 
[3291]  train-auc:0.850917±0.003345 test-auc:0.813726±0.015591 
[3292]  train-auc:0.850927±0.003348 test-auc:0.813727±0.015589 
[3293]  train-auc:0.850933±0.003349 test-auc:0.813725±0.015584 
[3294]  train-auc:0.850943±0.003349 test-auc:0.813734±0.015564 
[3295]  train-auc:0.850952±0.003349 test-auc:0.813740±0.015563 
[3296]  train-auc:0.850958±0.003348 test-auc:0.813744±0.015566 
[3297]  train-auc:0.850963±0.003347 test-auc:0.813739±0.015565 
[3298]  train-auc:0.850978±0.003347 test-auc:0.813744±0.015571 
[3299]  train-auc:0.850987±0.003345 test-auc:0.813750±0.015581 
[3300]  train-auc:0.850997±0.003345 test-auc:0.813747±0.015578 
[3301]  train-auc:0.851001±0.003347 test-auc:0.813750±0.015579 
[3302]  train-auc:0.851014±0.003343 test-auc:0.813766±0.015582 
[3303]  train-auc:0.851024±0.003341 test-auc:0.813767±0.015582 
[3304]  train-auc:0.851034±0.003346 test-auc:0.813766±0.015577 
[3305]  train-auc:0.851048±0.003348 test-auc:0.813775±0.015580 
[3306]  train-auc:0.851058±0.003347 test-auc:0.813778±0.015573 
[3307]  train-auc:0.851066±0.003348 test-auc:0.813777±0.015575 
[3308]  train-auc:0.851074±0.003349 test-auc:0.813779±0.015571 
[3309]  train-auc:0.851082±0.003351 test-auc:0.813778±0.015564 
[3310]  train-auc:0.851090±0.003347 test-auc:0.813793±0.015574 
[3311]  train-auc:0.851095±0.003347 test-auc:0.813793±0.015573 
[3312]  train-auc:0.851100±0.003345 test-auc:0.813791±0.015568 
[3313]  train-auc:0.851108±0.003342 test-auc:0.813781±0.015567 
[3314]  train-auc:0.851116±0.003344 test-auc:0.813784±0.015565 
[3315]  train-auc:0.851125±0.003349 test-auc:0.813788±0.015557 
[3316]  train-auc:0.851133±0.003343 test-auc:0.813786±0.015556 
[3317]  train-auc:0.851141±0.003342 test-auc:0.813785±0.015549 
[3318]  train-auc:0.851146±0.003340 test-auc:0.813786±0.015571 
[3319]  train-auc:0.851155±0.003341 test-auc:0.813798±0.015569 
[3320]  train-auc:0.851164±0.003345 test-auc:0.813801±0.015563 
[3321]  train-auc:0.851173±0.003342 test-auc:0.813809±0.015564 
[3322]  train-auc:0.851181±0.003344 test-auc:0.813812±0.015560 
[3323]  train-auc:0.851189±0.003342 test-auc:0.813814±0.015569 
[3324]  train-auc:0.851194±0.003343 test-auc:0.813819±0.015574 
[3325]  train-auc:0.851206±0.003348 test-auc:0.813835±0.015573 
[3326]  train-auc:0.851213±0.003342 test-auc:0.813843±0.015589 
[3327]  train-auc:0.851222±0.003344 test-auc:0.813838±0.015587 
[3328]  train-auc:0.851228±0.003342 test-auc:0.813836±0.015586 
[3329]  train-auc:0.851239±0.003342 test-auc:0.813840±0.015591 
[3330]  train-auc:0.851246±0.003341 test-auc:0.813836±0.015594 
[3331]  train-auc:0.851251±0.003341 test-auc:0.813842±0.015583 
[3332]  train-auc:0.851261±0.003343 test-auc:0.813839±0.015588 
[3333]  train-auc:0.851271±0.003339 test-auc:0.813846±0.015585 
[3334]  train-auc:0.851287±0.003342 test-auc:0.813839±0.015588 
[3335]  train-auc:0.851294±0.003342 test-auc:0.813838±0.015587 
[3336]  train-auc:0.851300±0.003346 test-auc:0.813847±0.015592 
[3337]  train-auc:0.851304±0.003347 test-auc:0.813853±0.015591 
[3338]  train-auc:0.851313±0.003349 test-auc:0.813859±0.015592 
[3339]  train-auc:0.851317±0.003350 test-auc:0.813865±0.015596 
[3340]  train-auc:0.851324±0.003348 test-auc:0.813858±0.015589 
[3341]  train-auc:0.851333±0.003346 test-auc:0.813868±0.015598 
[3342]  train-auc:0.851341±0.003348 test-auc:0.813865±0.015606 
[3343]  train-auc:0.851352±0.003337 test-auc:0.813864±0.015601 
[3344]  train-auc:0.851357±0.003338 test-auc:0.813865±0.015601 
[3345]  train-auc:0.851369±0.003333 test-auc:0.813868±0.015616 
[3346]  train-auc:0.851376±0.003327 test-auc:0.813878±0.015624 
[3347]  train-auc:0.851387±0.003319 test-auc:0.813863±0.015612 
[3348]  train-auc:0.851394±0.003315 test-auc:0.813866±0.015614 
[3349]  train-auc:0.851403±0.003313 test-auc:0.813863±0.015618 
[3350]  train-auc:0.851408±0.003309 test-auc:0.813864±0.015625 
[3351]  train-auc:0.851416±0.003308 test-auc:0.813863±0.015628 
[3352]  train-auc:0.851422±0.003309 test-auc:0.813864±0.015630 
[3353]  train-auc:0.851430±0.003306 test-auc:0.813864±0.015621 
[3354]  train-auc:0.851437±0.003308 test-auc:0.813870±0.015615 
[3355]  train-auc:0.851443±0.003311 test-auc:0.813870±0.015617 
[3356]  train-auc:0.851448±0.003309 test-auc:0.813869±0.015621 
[3357]  train-auc:0.851461±0.003308 test-auc:0.813869±0.015616 
[3358]  train-auc:0.851466±0.003309 test-auc:0.813869±0.015616 
[3359]  train-auc:0.851473±0.003310 test-auc:0.813873±0.015611 
[3360]  train-auc:0.851487±0.003309 test-auc:0.813884±0.015601 
[3361]  train-auc:0.851497±0.003309 test-auc:0.813892±0.015596 
[3362]  train-auc:0.851500±0.003310 test-auc:0.813887±0.015598 
[3363]  train-auc:0.851504±0.003312 test-auc:0.813886±0.015598 
[3364]  train-auc:0.851509±0.003307 test-auc:0.813887±0.015605 
[3365]  train-auc:0.851516±0.003304 test-auc:0.813890±0.015603 
[3366]  train-auc:0.851525±0.003298 test-auc:0.813900±0.015612 
[3367]  train-auc:0.851531±0.003298 test-auc:0.813908±0.015606 
[3368]  train-auc:0.851539±0.003297 test-auc:0.813914±0.015609 
[3369]  train-auc:0.851549±0.003298 test-auc:0.813918±0.015613 
[3370]  train-auc:0.851554±0.003296 test-auc:0.813919±0.015615 
[3371]  train-auc:0.851561±0.003299 test-auc:0.813917±0.015622 
[3372]  train-auc:0.851566±0.003299 test-auc:0.813916±0.015624 
[3373]  train-auc:0.851572±0.003297 test-auc:0.813923±0.015624 
[3374]  train-auc:0.851580±0.003296 test-auc:0.813931±0.015629 
[3375]  train-auc:0.851587±0.003295 test-auc:0.813931±0.015624 
[3376]  train-auc:0.851596±0.003297 test-auc:0.813932±0.015626 
[3377]  train-auc:0.851604±0.003297 test-auc:0.813941±0.015625 
[3378]  train-auc:0.851610±0.003299 test-auc:0.813952±0.015628 
[3379]  train-auc:0.851616±0.003302 test-auc:0.813951±0.015620 
[3380]  train-auc:0.851624±0.003303 test-auc:0.813957±0.015618 
[3381]  train-auc:0.851630±0.003306 test-auc:0.813960±0.015617 
[3382]  train-auc:0.851638±0.003306 test-auc:0.813952±0.015617 
[3383]  train-auc:0.851643±0.003304 test-auc:0.813945±0.015624 
[3384]  train-auc:0.851649±0.003307 test-auc:0.813943±0.015622 
[3385]  train-auc:0.851654±0.003306 test-auc:0.813934±0.015628 
[3386]  train-auc:0.851665±0.003304 test-auc:0.813941±0.015641 
[3387]  train-auc:0.851674±0.003300 test-auc:0.813934±0.015639 
[3388]  train-auc:0.851684±0.003300 test-auc:0.813934±0.015634 
[3389]  train-auc:0.851694±0.003301 test-auc:0.813948±0.015635 
[3390]  train-auc:0.851704±0.003300 test-auc:0.813950±0.015635 
[3391]  train-auc:0.851708±0.003301 test-auc:0.813960±0.015629 
[3392]  train-auc:0.851714±0.003301 test-auc:0.813969±0.015629 
[3393]  train-auc:0.851718±0.003303 test-auc:0.813968±0.015627 
[3394]  train-auc:0.851725±0.003304 test-auc:0.813963±0.015627 
[3395]  train-auc:0.851735±0.003302 test-auc:0.813967±0.015631 
[3396]  train-auc:0.851744±0.003308 test-auc:0.813976±0.015623 
[3397]  train-auc:0.851755±0.003307 test-auc:0.813973±0.015624 
[3398]  train-auc:0.851762±0.003308 test-auc:0.813974±0.015622 
[3399]  train-auc:0.851767±0.003307 test-auc:0.813977±0.015620 
[3400]  train-auc:0.851771±0.003305 test-auc:0.813981±0.015623 
[3401]  train-auc:0.851777±0.003303 test-auc:0.813982±0.015609 
[3402]  train-auc:0.851780±0.003301 test-auc:0.813979±0.015612 
[3403]  train-auc:0.851789±0.003304 test-auc:0.813978±0.015618 
[3404]  train-auc:0.851798±0.003310 test-auc:0.813967±0.015618 
[3405]  train-auc:0.851805±0.003306 test-auc:0.813971±0.015619 
[3406]  train-auc:0.851809±0.003302 test-auc:0.813972±0.015625 
[3407]  train-auc:0.851814±0.003305 test-auc:0.813989±0.015616 
[3408]  train-auc:0.851826±0.003303 test-auc:0.814004±0.015603 
[3409]  train-auc:0.851833±0.003304 test-auc:0.813999±0.015605 
[3410]  train-auc:0.851840±0.003307 test-auc:0.814004±0.015602 
[3411]  train-auc:0.851850±0.003309 test-auc:0.814007±0.015599 
[3412]  train-auc:0.851861±0.003312 test-auc:0.814008±0.015596 
[3413]  train-auc:0.851868±0.003308 test-auc:0.814015±0.015607 
[3414]  train-auc:0.851876±0.003309 test-auc:0.814022±0.015608 
[3415]  train-auc:0.851886±0.003309 test-auc:0.814012±0.015618 
[3416]  train-auc:0.851889±0.003310 test-auc:0.814014±0.015621 
[3417]  train-auc:0.851891±0.003310 test-auc:0.814016±0.015615 
[3418]  train-auc:0.851897±0.003316 test-auc:0.814014±0.015611 
[3419]  train-auc:0.851904±0.003310 test-auc:0.814019±0.015612 
[3420]  train-auc:0.851909±0.003312 test-auc:0.814009±0.015610 
[3421]  train-auc:0.851917±0.003316 test-auc:0.814014±0.015610 
[3422]  train-auc:0.851924±0.003320 test-auc:0.814022±0.015604 
[3423]  train-auc:0.851935±0.003321 test-auc:0.814032±0.015589 
[3424]  train-auc:0.851941±0.003321 test-auc:0.814045±0.015595 
[3425]  train-auc:0.851947±0.003319 test-auc:0.814046±0.015595 
[3426]  train-auc:0.851954±0.003318 test-auc:0.814043±0.015596 
[3427]  train-auc:0.851961±0.003319 test-auc:0.814044±0.015591 
[3428]  train-auc:0.851965±0.003322 test-auc:0.814052±0.015587 
[3429]  train-auc:0.851975±0.003324 test-auc:0.814063±0.015581 
[3430]  train-auc:0.851985±0.003323 test-auc:0.814062±0.015581 
[3431]  train-auc:0.851989±0.003321 test-auc:0.814062±0.015583 
[3432]  train-auc:0.851997±0.003323 test-auc:0.814058±0.015581 
[3433]  train-auc:0.852001±0.003323 test-auc:0.814057±0.015583 
[3434]  train-auc:0.852010±0.003326 test-auc:0.814061±0.015579 
[3435]  train-auc:0.852019±0.003323 test-auc:0.814059±0.015578 
[3436]  train-auc:0.852026±0.003323 test-auc:0.814074±0.015581 
[3437]  train-auc:0.852033±0.003328 test-auc:0.814069±0.015579 
[3438]  train-auc:0.852039±0.003327 test-auc:0.814062±0.015584 
[3439]  train-auc:0.852045±0.003329 test-auc:0.814069±0.015584 
[3440]  train-auc:0.852056±0.003328 test-auc:0.814070±0.015583 
[3441]  train-auc:0.852064±0.003328 test-auc:0.814074±0.015594 
[3442]  train-auc:0.852069±0.003329 test-auc:0.814084±0.015582 
[3443]  train-auc:0.852073±0.003327 test-auc:0.814088±0.015576 
[3444]  train-auc:0.852082±0.003333 test-auc:0.814086±0.015574 
[3445]  train-auc:0.852088±0.003333 test-auc:0.814085±0.015572 
[3446]  train-auc:0.852095±0.003334 test-auc:0.814086±0.015579 
[3447]  train-auc:0.852103±0.003335 test-auc:0.814093±0.015579 
[3448]  train-auc:0.852111±0.003335 test-auc:0.814098±0.015572 
[3449]  train-auc:0.852116±0.003334 test-auc:0.814100±0.015571 
[3450]  train-auc:0.852119±0.003334 test-auc:0.814101±0.015572 
[3451]  train-auc:0.852126±0.003338 test-auc:0.814099±0.015583 
[3452]  train-auc:0.852135±0.003336 test-auc:0.814099±0.015583 
[3453]  train-auc:0.852142±0.003337 test-auc:0.814113±0.015580 
[3454]  train-auc:0.852149±0.003336 test-auc:0.814119±0.015577 
[3455]  train-auc:0.852155±0.003333 test-auc:0.814119±0.015561 
[3456]  train-auc:0.852170±0.003328 test-auc:0.814122±0.015573 
[3457]  train-auc:0.852178±0.003326 test-auc:0.814130±0.015577 
[3458]  train-auc:0.852191±0.003322 test-auc:0.814134±0.015575 
[3459]  train-auc:0.852196±0.003323 test-auc:0.814138±0.015576 
[3460]  train-auc:0.852208±0.003325 test-auc:0.814134±0.015580 
[3461]  train-auc:0.852223±0.003323 test-auc:0.814129±0.015576 
[3462]  train-auc:0.852230±0.003323 test-auc:0.814137±0.015567 
[3463]  train-auc:0.852236±0.003320 test-auc:0.814142±0.015561 
[3464]  train-auc:0.852244±0.003324 test-auc:0.814137±0.015562 
[3465]  train-auc:0.852254±0.003327 test-auc:0.814140±0.015570 
[3466]  train-auc:0.852261±0.003327 test-auc:0.814140±0.015579 
[3467]  train-auc:0.852266±0.003327 test-auc:0.814145±0.015579 
[3468]  train-auc:0.852274±0.003328 test-auc:0.814144±0.015573 
[3469]  train-auc:0.852282±0.003329 test-auc:0.814148±0.015566 
[3470]  train-auc:0.852293±0.003332 test-auc:0.814157±0.015559 
[3471]  train-auc:0.852299±0.003334 test-auc:0.814150±0.015559 
[3472]  train-auc:0.852303±0.003337 test-auc:0.814158±0.015559 
[3473]  train-auc:0.852310±0.003337 test-auc:0.814164±0.015553 
[3474]  train-auc:0.852317±0.003342 test-auc:0.814155±0.015559 
[3475]  train-auc:0.852327±0.003349 test-auc:0.814159±0.015552 
[3476]  train-auc:0.852334±0.003355 test-auc:0.814160±0.015544 
[3477]  train-auc:0.852340±0.003356 test-auc:0.814159±0.015536 
[3478]  train-auc:0.852351±0.003360 test-auc:0.814159±0.015533 
[3479]  train-auc:0.852362±0.003365 test-auc:0.814170±0.015522 
[3480]  train-auc:0.852370±0.003371 test-auc:0.814170±0.015522 
[3481]  train-auc:0.852376±0.003375 test-auc:0.814170±0.015519 
[3482]  train-auc:0.852388±0.003376 test-auc:0.814166±0.015517 
[3483]  train-auc:0.852394±0.003377 test-auc:0.814169±0.015521 
[3484]  train-auc:0.852401±0.003383 test-auc:0.814164±0.015520 
[3485]  train-auc:0.852406±0.003384 test-auc:0.814159±0.015520 
[3486]  train-auc:0.852412±0.003382 test-auc:0.814158±0.015514 
[3487]  train-auc:0.852423±0.003386 test-auc:0.814161±0.015523 
[3488]  train-auc:0.852428±0.003388 test-auc:0.814158±0.015518 
[3489]  train-auc:0.852438±0.003384 test-auc:0.814156±0.015517 
[3490]  train-auc:0.852444±0.003385 test-auc:0.814161±0.015515 
[3491]  train-auc:0.852451±0.003380 test-auc:0.814167±0.015517 
[3492]  train-auc:0.852461±0.003384 test-auc:0.814180±0.015509 
[3493]  train-auc:0.852468±0.003387 test-auc:0.814190±0.015511 
[3494]  train-auc:0.852473±0.003391 test-auc:0.814192±0.015512 
[3495]  train-auc:0.852482±0.003389 test-auc:0.814196±0.015517 
[3496]  train-auc:0.852489±0.003391 test-auc:0.814197±0.015509 
[3497]  train-auc:0.852500±0.003395 test-auc:0.814211±0.015496 
[3498]  train-auc:0.852506±0.003395 test-auc:0.814213±0.015493 
[3499]  train-auc:0.852512±0.003397 test-auc:0.814212±0.015505 
[3500]  train-auc:0.852519±0.003397 test-auc:0.814214±0.015504 
[3501]  train-auc:0.852527±0.003399 test-auc:0.814223±0.015485 
[3502]  train-auc:0.852531±0.003400 test-auc:0.814222±0.015483 
[3503]  train-auc:0.852537±0.003402 test-auc:0.814227±0.015476 
[3504]  train-auc:0.852546±0.003403 test-auc:0.814234±0.015475 
[3505]  train-auc:0.852560±0.003400 test-auc:0.814237±0.015485 
[3506]  train-auc:0.852567±0.003401 test-auc:0.814239±0.015491 
[3507]  train-auc:0.852570±0.003405 test-auc:0.814234±0.015484 
[3508]  train-auc:0.852576±0.003407 test-auc:0.814234±0.015481 
[3509]  train-auc:0.852582±0.003407 test-auc:0.814235±0.015473 
[3510]  train-auc:0.852590±0.003402 test-auc:0.814230±0.015472 
[3511]  train-auc:0.852600±0.003402 test-auc:0.814234±0.015465 
[3512]  train-auc:0.852606±0.003401 test-auc:0.814228±0.015460 
[3513]  train-auc:0.852614±0.003405 test-auc:0.814230±0.015454 
[3514]  train-auc:0.852619±0.003405 test-auc:0.814232±0.015464 
[3515]  train-auc:0.852623±0.003408 test-auc:0.814233±0.015466 
[3516]  train-auc:0.852631±0.003410 test-auc:0.814240±0.015463 
[3517]  train-auc:0.852638±0.003405 test-auc:0.814241±0.015461 
[3518]  train-auc:0.852647±0.003409 test-auc:0.814240±0.015464 
[3519]  train-auc:0.852655±0.003406 test-auc:0.814244±0.015469 
[3520]  train-auc:0.852663±0.003407 test-auc:0.814243±0.015466 
[3521]  train-auc:0.852675±0.003405 test-auc:0.814243±0.015470 
[3522]  train-auc:0.852681±0.003405 test-auc:0.814242±0.015464 
[3523]  train-auc:0.852694±0.003409 test-auc:0.814241±0.015467 
[3524]  train-auc:0.852702±0.003412 test-auc:0.814247±0.015451 
[3525]  train-auc:0.852713±0.003412 test-auc:0.814227±0.015462 
[3526]  train-auc:0.852720±0.003415 test-auc:0.814222±0.015460 
[3527]  train-auc:0.852725±0.003418 test-auc:0.814229±0.015455 
[3528]  train-auc:0.852732±0.003418 test-auc:0.814230±0.015452 
[3529]  train-auc:0.852736±0.003419 test-auc:0.814233±0.015448 
[3530]  train-auc:0.852744±0.003420 test-auc:0.814232±0.015453 
[3531]  train-auc:0.852757±0.003425 test-auc:0.814237±0.015451 
[3532]  train-auc:0.852763±0.003424 test-auc:0.814239±0.015453 
[3533]  train-auc:0.852771±0.003425 test-auc:0.814240±0.015461 
[3534]  train-auc:0.852781±0.003432 test-auc:0.814236±0.015464 
[3535]  train-auc:0.852785±0.003431 test-auc:0.814238±0.015470 
[3536]  train-auc:0.852795±0.003433 test-auc:0.814251±0.015463 
[3537]  train-auc:0.852800±0.003434 test-auc:0.814257±0.015466 
[3538]  train-auc:0.852805±0.003435 test-auc:0.814264±0.015459 
[3539]  train-auc:0.852812±0.003434 test-auc:0.814266±0.015459 
[3540]  train-auc:0.852819±0.003432 test-auc:0.814268±0.015468 
[3541]  train-auc:0.852829±0.003432 test-auc:0.814274±0.015474 
[3542]  train-auc:0.852835±0.003431 test-auc:0.814275±0.015477 
[3543]  train-auc:0.852841±0.003430 test-auc:0.814271±0.015478 
[3544]  train-auc:0.852853±0.003435 test-auc:0.814276±0.015475 
[3545]  train-auc:0.852861±0.003436 test-auc:0.814278±0.015471 
[3546]  train-auc:0.852871±0.003437 test-auc:0.814273±0.015470 
[3547]  train-auc:0.852884±0.003440 test-auc:0.814271±0.015462 
[3548]  train-auc:0.852891±0.003442 test-auc:0.814275±0.015467 
[3549]  train-auc:0.852898±0.003448 test-auc:0.814282±0.015456 
[3550]  train-auc:0.852910±0.003448 test-auc:0.814282±0.015470 
[3551]  train-auc:0.852919±0.003442 test-auc:0.814288±0.015458 
[3552]  train-auc:0.852931±0.003444 test-auc:0.814299±0.015461 
[3553]  train-auc:0.852936±0.003443 test-auc:0.814307±0.015463 
[3554]  train-auc:0.852943±0.003443 test-auc:0.814313±0.015461 
[3555]  train-auc:0.852953±0.003442 test-auc:0.814315±0.015455 
[3556]  train-auc:0.852964±0.003442 test-auc:0.814314±0.015458 
[3557]  train-auc:0.852968±0.003442 test-auc:0.814321±0.015456 
[3558]  train-auc:0.852981±0.003436 test-auc:0.814328±0.015453 
[3559]  train-auc:0.852987±0.003439 test-auc:0.814323±0.015464 
[3560]  train-auc:0.852994±0.003438 test-auc:0.814328±0.015471 
[3561]  train-auc:0.853005±0.003439 test-auc:0.814338±0.015464 
[3562]  train-auc:0.853015±0.003440 test-auc:0.814352±0.015470 
[3563]  train-auc:0.853019±0.003441 test-auc:0.814353±0.015475 
[3564]  train-auc:0.853023±0.003442 test-auc:0.814353±0.015474 
[3565]  train-auc:0.853032±0.003438 test-auc:0.814347±0.015480 
[3566]  train-auc:0.853038±0.003437 test-auc:0.814346±0.015485 
[3567]  train-auc:0.853048±0.003440 test-auc:0.814347±0.015491 
[3568]  train-auc:0.853060±0.003437 test-auc:0.814342±0.015480 
[3569]  train-auc:0.853066±0.003437 test-auc:0.814343±0.015476 
[3570]  train-auc:0.853074±0.003440 test-auc:0.814352±0.015476 
[3571]  train-auc:0.853078±0.003439 test-auc:0.814347±0.015476 
[3572]  train-auc:0.853086±0.003444 test-auc:0.814345±0.015463 
[3573]  train-auc:0.853094±0.003448 test-auc:0.814343±0.015469 
[3574]  train-auc:0.853102±0.003450 test-auc:0.814344±0.015469 
[3575]  train-auc:0.853113±0.003458 test-auc:0.814352±0.015464 
[3576]  train-auc:0.853123±0.003456 test-auc:0.814359±0.015479 
[3577]  train-auc:0.853131±0.003453 test-auc:0.814362±0.015476 
[3578]  train-auc:0.853138±0.003459 test-auc:0.814363±0.015479 
[3579]  train-auc:0.853147±0.003464 test-auc:0.814369±0.015479 
[3580]  train-auc:0.853154±0.003462 test-auc:0.814362±0.015487 
[3581]  train-auc:0.853164±0.003470 test-auc:0.814374±0.015482 
[3582]  train-auc:0.853179±0.003467 test-auc:0.814377±0.015484 
[3583]  train-auc:0.853185±0.003468 test-auc:0.814374±0.015483 
[3584]  train-auc:0.853194±0.003469 test-auc:0.814377±0.015490 
[3585]  train-auc:0.853202±0.003469 test-auc:0.814378±0.015496 
[3586]  train-auc:0.853206±0.003473 test-auc:0.814378±0.015490 
[3587]  train-auc:0.853211±0.003472 test-auc:0.814381±0.015490 
[3588]  train-auc:0.853217±0.003473 test-auc:0.814373±0.015486 
[3589]  train-auc:0.853226±0.003480 test-auc:0.814375±0.015487 
[3590]  train-auc:0.853232±0.003482 test-auc:0.814379±0.015490 
[3591]  train-auc:0.853242±0.003485 test-auc:0.814383±0.015479 
[3592]  train-auc:0.853250±0.003490 test-auc:0.814386±0.015491 
[3593]  train-auc:0.853255±0.003491 test-auc:0.814388±0.015487 
[3594]  train-auc:0.853265±0.003491 test-auc:0.814388±0.015494 
[3595]  train-auc:0.853271±0.003492 test-auc:0.814391±0.015494 
[3596]  train-auc:0.853280±0.003495 test-auc:0.814391±0.015494 
[3597]  train-auc:0.853287±0.003494 test-auc:0.814393±0.015487 
[3598]  train-auc:0.853291±0.003494 test-auc:0.814394±0.015486 
[3599]  train-auc:0.853297±0.003494 test-auc:0.814396±0.015489 
[3600]  train-auc:0.853306±0.003491 test-auc:0.814395±0.015495 
[3601]  train-auc:0.853313±0.003491 test-auc:0.814394±0.015495 
[3602]  train-auc:0.853322±0.003492 test-auc:0.814403±0.015497 
[3603]  train-auc:0.853325±0.003492 test-auc:0.814411±0.015489 
[3604]  train-auc:0.853334±0.003493 test-auc:0.814427±0.015492 
[3605]  train-auc:0.853341±0.003495 test-auc:0.814434±0.015489 
[3606]  train-auc:0.853348±0.003497 test-auc:0.814433±0.015485 
[3607]  train-auc:0.853355±0.003501 test-auc:0.814435±0.015484 
[3608]  train-auc:0.853362±0.003501 test-auc:0.814442±0.015479 
[3609]  train-auc:0.853371±0.003501 test-auc:0.814454±0.015481 
[3610]  train-auc:0.853376±0.003502 test-auc:0.814465±0.015476 
[3611]  train-auc:0.853386±0.003501 test-auc:0.814469±0.015491 
[3612]  train-auc:0.853394±0.003502 test-auc:0.814476±0.015491 
[3613]  train-auc:0.853407±0.003505 test-auc:0.814480±0.015487 
[3614]  train-auc:0.853414±0.003505 test-auc:0.814478±0.015486 
[3615]  train-auc:0.853421±0.003507 test-auc:0.814478±0.015479 
[3616]  train-auc:0.853429±0.003508 test-auc:0.814479±0.015477 
[3617]  train-auc:0.853433±0.003511 test-auc:0.814478±0.015481 
[3618]  train-auc:0.853442±0.003514 test-auc:0.814479±0.015476 
[3619]  train-auc:0.853448±0.003515 test-auc:0.814477±0.015476 
[3620]  train-auc:0.853457±0.003518 test-auc:0.814479±0.015480 
[3621]  train-auc:0.853462±0.003520 test-auc:0.814475±0.015484 
[3622]  train-auc:0.853475±0.003534 test-auc:0.814467±0.015485 
[3623]  train-auc:0.853480±0.003533 test-auc:0.814469±0.015478 
[3624]  train-auc:0.853487±0.003537 test-auc:0.814460±0.015480 
[3625]  train-auc:0.853493±0.003540 test-auc:0.814468±0.015481 
[3626]  train-auc:0.853500±0.003540 test-auc:0.814463±0.015478 
[3627]  train-auc:0.853507±0.003540 test-auc:0.814462±0.015477 
[3628]  train-auc:0.853512±0.003540 test-auc:0.814465±0.015481 
[3629]  train-auc:0.853517±0.003538 test-auc:0.814463±0.015475 
[3630]  train-auc:0.853527±0.003548 test-auc:0.814467±0.015479 
[3631]  train-auc:0.853537±0.003547 test-auc:0.814463±0.015481 
[3632]  train-auc:0.853541±0.003547 test-auc:0.814472±0.015483 
[3633]  train-auc:0.853551±0.003543 test-auc:0.814478±0.015488 
[3634]  train-auc:0.853554±0.003543 test-auc:0.814476±0.015500 
[3635]  train-auc:0.853561±0.003541 test-auc:0.814485±0.015495 
[3636]  train-auc:0.853569±0.003544 test-auc:0.814491±0.015508 
[3637]  train-auc:0.853578±0.003543 test-auc:0.814497±0.015514 
[3638]  train-auc:0.853583±0.003545 test-auc:0.814485±0.015509 
[3639]  train-auc:0.853592±0.003539 test-auc:0.814482±0.015511 
[3640]  train-auc:0.853600±0.003541 test-auc:0.814493±0.015511 
[3641]  train-auc:0.853608±0.003540 test-auc:0.814500±0.015507 
[3642]  train-auc:0.853617±0.003541 test-auc:0.814505±0.015503 
[3643]  train-auc:0.853623±0.003539 test-auc:0.814501±0.015497 
[3644]  train-auc:0.853630±0.003541 test-auc:0.814507±0.015497 
[3645]  train-auc:0.853634±0.003540 test-auc:0.814510±0.015496 
[3646]  train-auc:0.853640±0.003541 test-auc:0.814508±0.015492 
[3647]  train-auc:0.853646±0.003542 test-auc:0.814508±0.015491 
[3648]  train-auc:0.853655±0.003539 test-auc:0.814512±0.015497 
[3649]  train-auc:0.853663±0.003541 test-auc:0.814520±0.015492 
[3650]  train-auc:0.853667±0.003539 test-auc:0.814516±0.015495 
[3651]  train-auc:0.853673±0.003538 test-auc:0.814521±0.015496 
[3652]  train-auc:0.853680±0.003538 test-auc:0.814521±0.015496 
[3653]  train-auc:0.853688±0.003543 test-auc:0.814526±0.015492 
[3654]  train-auc:0.853697±0.003542 test-auc:0.814534±0.015492 
[3655]  train-auc:0.853705±0.003543 test-auc:0.814533±0.015499 
[3656]  train-auc:0.853710±0.003544 test-auc:0.814538±0.015496 
[3657]  train-auc:0.853717±0.003542 test-auc:0.814543±0.015502 
[3658]  train-auc:0.853723±0.003545 test-auc:0.814544±0.015502 
[3659]  train-auc:0.853728±0.003545 test-auc:0.814551±0.015490 
[3660]  train-auc:0.853733±0.003545 test-auc:0.814546±0.015499 
[3661]  train-auc:0.853740±0.003547 test-auc:0.814554±0.015509 
[3662]  train-auc:0.853748±0.003548 test-auc:0.814551±0.015508 
[3663]  train-auc:0.853753±0.003549 test-auc:0.814554±0.015512 
[3664]  train-auc:0.853762±0.003549 test-auc:0.814559±0.015509 
[3665]  train-auc:0.853772±0.003552 test-auc:0.814558±0.015515 
[3666]  train-auc:0.853780±0.003551 test-auc:0.814558±0.015520 
[3667]  train-auc:0.853788±0.003551 test-auc:0.814560±0.015516 
[3668]  train-auc:0.853797±0.003551 test-auc:0.814557±0.015519 
[3669]  train-auc:0.853802±0.003551 test-auc:0.814559±0.015526 
[3670]  train-auc:0.853808±0.003550 test-auc:0.814561±0.015523 
[3671]  train-auc:0.853818±0.003548 test-auc:0.814563±0.015518 
[3672]  train-auc:0.853826±0.003544 test-auc:0.814572±0.015530 
[3673]  train-auc:0.853837±0.003542 test-auc:0.814572±0.015529 
[3674]  train-auc:0.853841±0.003542 test-auc:0.814578±0.015529 
[3675]  train-auc:0.853848±0.003541 test-auc:0.814582±0.015533 
[3676]  train-auc:0.853856±0.003540 test-auc:0.814587±0.015535 
[3677]  train-auc:0.853863±0.003543 test-auc:0.814591±0.015527 
[3678]  train-auc:0.853870±0.003544 test-auc:0.814591±0.015527 
[3679]  train-auc:0.853875±0.003546 test-auc:0.814592±0.015529 
[3680]  train-auc:0.853883±0.003545 test-auc:0.814603±0.015534 
[3681]  train-auc:0.853891±0.003542 test-auc:0.814604±0.015531 
[3682]  train-auc:0.853896±0.003542 test-auc:0.814605±0.015523 
[3683]  train-auc:0.853903±0.003544 test-auc:0.814605±0.015530 
[3684]  train-auc:0.853907±0.003543 test-auc:0.814606±0.015534 
[3685]  train-auc:0.853913±0.003542 test-auc:0.814611±0.015535 
[3686]  train-auc:0.853920±0.003543 test-auc:0.814610±0.015534 
[3687]  train-auc:0.853926±0.003548 test-auc:0.814607±0.015534 
[3688]  train-auc:0.853930±0.003546 test-auc:0.814606±0.015524 
[3689]  train-auc:0.853934±0.003545 test-auc:0.814603±0.015535 
[3690]  train-auc:0.853942±0.003548 test-auc:0.814600±0.015531 
[3691]  train-auc:0.853950±0.003555 test-auc:0.814605±0.015544 
[3692]  train-auc:0.853959±0.003556 test-auc:0.814602±0.015546 
[3693]  train-auc:0.853965±0.003559 test-auc:0.814604±0.015536 
[3694]  train-auc:0.853970±0.003559 test-auc:0.814609±0.015537 
[3695]  train-auc:0.853975±0.003560 test-auc:0.814610±0.015540 
[3696]  train-auc:0.853981±0.003561 test-auc:0.814615±0.015544 
[3697]  train-auc:0.853990±0.003559 test-auc:0.814615±0.015537 
[3698]  train-auc:0.853997±0.003560 test-auc:0.814620±0.015536 
[3699]  train-auc:0.854002±0.003561 test-auc:0.814617±0.015525 
[3700]  train-auc:0.854010±0.003565 test-auc:0.814624±0.015526 
[3701]  train-auc:0.854017±0.003566 test-auc:0.814628±0.015522 
[3702]  train-auc:0.854024±0.003567 test-auc:0.814634±0.015523 
[3703]  train-auc:0.854034±0.003565 test-auc:0.814637±0.015523 
[3704]  train-auc:0.854039±0.003565 test-auc:0.814637±0.015519 
[3705]  train-auc:0.854045±0.003563 test-auc:0.814644±0.015516 
[3706]  train-auc:0.854050±0.003562 test-auc:0.814646±0.015512 
[3707]  train-auc:0.854053±0.003564 test-auc:0.814643±0.015509 
[3708]  train-auc:0.854060±0.003563 test-auc:0.814646±0.015500 
[3709]  train-auc:0.854067±0.003565 test-auc:0.814645±0.015499 
[3710]  train-auc:0.854073±0.003566 test-auc:0.814650±0.015496 
[3711]  train-auc:0.854079±0.003572 test-auc:0.814645±0.015501 
[3712]  train-auc:0.854087±0.003569 test-auc:0.814645±0.015501 
[3713]  train-auc:0.854096±0.003568 test-auc:0.814651±0.015499 
[3714]  train-auc:0.854103±0.003571 test-auc:0.814651±0.015501 
[3715]  train-auc:0.854113±0.003574 test-auc:0.814657±0.015502 
[3716]  train-auc:0.854118±0.003576 test-auc:0.814663±0.015498 
[3717]  train-auc:0.854129±0.003579 test-auc:0.814677±0.015487 
[3718]  train-auc:0.854137±0.003579 test-auc:0.814667±0.015487 
[3719]  train-auc:0.854143±0.003580 test-auc:0.814672±0.015488 
[3720]  train-auc:0.854151±0.003579 test-auc:0.814669±0.015490 
[3721]  train-auc:0.854163±0.003576 test-auc:0.814667±0.015492 
[3722]  train-auc:0.854173±0.003577 test-auc:0.814668±0.015489 
[3723]  train-auc:0.854179±0.003577 test-auc:0.814669±0.015488 
[3724]  train-auc:0.854188±0.003580 test-auc:0.814676±0.015482 
[3725]  train-auc:0.854192±0.003580 test-auc:0.814673±0.015481 
[3726]  train-auc:0.854198±0.003579 test-auc:0.814669±0.015488 
[3727]  train-auc:0.854204±0.003581 test-auc:0.814670±0.015484 
[3728]  train-auc:0.854212±0.003581 test-auc:0.814672±0.015485 
[3729]  train-auc:0.854222±0.003583 test-auc:0.814679±0.015484 
[3730]  train-auc:0.854228±0.003583 test-auc:0.814675±0.015479 
[3731]  train-auc:0.854234±0.003584 test-auc:0.814679±0.015486 
[3732]  train-auc:0.854244±0.003581 test-auc:0.814687±0.015488 
[3733]  train-auc:0.854250±0.003580 test-auc:0.814688±0.015487 
[3734]  train-auc:0.854261±0.003580 test-auc:0.814687±0.015478 
[3735]  train-auc:0.854265±0.003574 test-auc:0.814698±0.015485 
[3736]  train-auc:0.854271±0.003576 test-auc:0.814693±0.015489 
[3737]  train-auc:0.854280±0.003574 test-auc:0.814694±0.015471 
[3738]  train-auc:0.854284±0.003575 test-auc:0.814691±0.015476 
[3739]  train-auc:0.854295±0.003570 test-auc:0.814699±0.015476 
[3740]  train-auc:0.854303±0.003571 test-auc:0.814699±0.015485 
[3741]  train-auc:0.854311±0.003573 test-auc:0.814699±0.015489 
[3742]  train-auc:0.854319±0.003576 test-auc:0.814706±0.015491 
[3743]  train-auc:0.854325±0.003576 test-auc:0.814704±0.015489 
[3744]  train-auc:0.854330±0.003576 test-auc:0.814712±0.015491 
[3745]  train-auc:0.854334±0.003578 test-auc:0.814713±0.015493 
[3746]  train-auc:0.854339±0.003577 test-auc:0.814718±0.015494 
[3747]  train-auc:0.854346±0.003573 test-auc:0.814714±0.015500 
[3748]  train-auc:0.854360±0.003572 test-auc:0.814711±0.015496 
[3749]  train-auc:0.854367±0.003574 test-auc:0.814705±0.015498 
[3750]  train-auc:0.854371±0.003573 test-auc:0.814705±0.015501 
[3751]  train-auc:0.854380±0.003569 test-auc:0.814705±0.015501 
[3752]  train-auc:0.854388±0.003569 test-auc:0.814712±0.015499 
[3753]  train-auc:0.854393±0.003571 test-auc:0.814712±0.015504 
[3754]  train-auc:0.854399±0.003575 test-auc:0.814713±0.015505 
[3755]  train-auc:0.854409±0.003574 test-auc:0.814710±0.015509 
[3756]  train-auc:0.854423±0.003575 test-auc:0.814717±0.015505 
[3757]  train-auc:0.854428±0.003573 test-auc:0.814722±0.015503 
[3758]  train-auc:0.854436±0.003569 test-auc:0.814715±0.015497 
[3759]  train-auc:0.854445±0.003569 test-auc:0.814715±0.015494 
[3760]  train-auc:0.854453±0.003566 test-auc:0.814711±0.015489 
[3761]  train-auc:0.854462±0.003567 test-auc:0.814720±0.015486 
[3762]  train-auc:0.854468±0.003566 test-auc:0.814723±0.015488 
[3763]  train-auc:0.854473±0.003565 test-auc:0.814728±0.015490 
[3764]  train-auc:0.854479±0.003565 test-auc:0.814738±0.015490 
[3765]  train-auc:0.854485±0.003565 test-auc:0.814743±0.015493 
[3766]  train-auc:0.854493±0.003563 test-auc:0.814741±0.015489 
[3767]  train-auc:0.854500±0.003564 test-auc:0.814744±0.015484 
[3768]  train-auc:0.854509±0.003567 test-auc:0.814735±0.015489 
[3769]  train-auc:0.854513±0.003565 test-auc:0.814740±0.015492 
[3770]  train-auc:0.854522±0.003564 test-auc:0.814743±0.015491 
[3771]  train-auc:0.854526±0.003564 test-auc:0.814743±0.015496 
[3772]  train-auc:0.854532±0.003565 test-auc:0.814746±0.015506 
[3773]  train-auc:0.854541±0.003566 test-auc:0.814748±0.015513 
[3774]  train-auc:0.854548±0.003568 test-auc:0.814748±0.015513 
[3775]  train-auc:0.854555±0.003569 test-auc:0.814751±0.015513 
[3776]  train-auc:0.854563±0.003570 test-auc:0.814749±0.015516 
[3777]  train-auc:0.854566±0.003572 test-auc:0.814750±0.015513 
[3778]  train-auc:0.854573±0.003567 test-auc:0.814752±0.015527 
[3779]  train-auc:0.854586±0.003566 test-auc:0.814751±0.015528 
[3780]  train-auc:0.854593±0.003568 test-auc:0.814755±0.015527 
[3781]  train-auc:0.854606±0.003568 test-auc:0.814756±0.015534 
[3782]  train-auc:0.854615±0.003567 test-auc:0.814756±0.015532 
[3783]  train-auc:0.854618±0.003566 test-auc:0.814756±0.015534 
[3784]  train-auc:0.854624±0.003567 test-auc:0.814761±0.015545 
[3785]  train-auc:0.854633±0.003568 test-auc:0.814755±0.015545 
[3786]  train-auc:0.854643±0.003565 test-auc:0.814757±0.015542 
[3787]  train-auc:0.854649±0.003565 test-auc:0.814758±0.015552 
[3788]  train-auc:0.854652±0.003567 test-auc:0.814763±0.015556 
[3789]  train-auc:0.854659±0.003565 test-auc:0.814757±0.015561 
[3790]  train-auc:0.854664±0.003566 test-auc:0.814748±0.015559 
[3791]  train-auc:0.854671±0.003561 test-auc:0.814748±0.015557 
[3792]  train-auc:0.854677±0.003559 test-auc:0.814747±0.015558 
[3793]  train-auc:0.854685±0.003558 test-auc:0.814749±0.015563 
[3794]  train-auc:0.854691±0.003559 test-auc:0.814750±0.015569 
[3795]  train-auc:0.854695±0.003554 test-auc:0.814754±0.015576 
[3796]  train-auc:0.854699±0.003555 test-auc:0.814754±0.015573 
[3797]  train-auc:0.854707±0.003554 test-auc:0.814752±0.015568 
[3798]  train-auc:0.854713±0.003553 test-auc:0.814765±0.015578 
[3799]  train-auc:0.854720±0.003553 test-auc:0.814757±0.015582 
[3800]  train-auc:0.854727±0.003555 test-auc:0.814763±0.015579 
[3801]  train-auc:0.854734±0.003555 test-auc:0.814765±0.015580 
[3802]  train-auc:0.854741±0.003554 test-auc:0.814775±0.015573 
[3803]  train-auc:0.854747±0.003553 test-auc:0.814777±0.015572 
[3804]  train-auc:0.854754±0.003554 test-auc:0.814778±0.015568 
[3805]  train-auc:0.854761±0.003554 test-auc:0.814778±0.015568 
[3806]  train-auc:0.854765±0.003554 test-auc:0.814779±0.015561 
[3807]  train-auc:0.854774±0.003555 test-auc:0.814771±0.015566 
[3808]  train-auc:0.854779±0.003555 test-auc:0.814766±0.015577 
[3809]  train-auc:0.854783±0.003552 test-auc:0.814763±0.015580 
[3810]  train-auc:0.854787±0.003551 test-auc:0.814768±0.015588 
[3811]  train-auc:0.854792±0.003549 test-auc:0.814768±0.015593 
[3812]  train-auc:0.854798±0.003547 test-auc:0.814777±0.015602 
[3813]  train-auc:0.854809±0.003548 test-auc:0.814784±0.015596 
[3814]  train-auc:0.854816±0.003548 test-auc:0.814778±0.015599 
[3815]  train-auc:0.854818±0.003549 test-auc:0.814775±0.015600 
[3816]  train-auc:0.854823±0.003551 test-auc:0.814785±0.015601 
[3817]  train-auc:0.854829±0.003549 test-auc:0.814786±0.015600 
[3818]  train-auc:0.854834±0.003547 test-auc:0.814789±0.015598 
[3819]  train-auc:0.854840±0.003547 test-auc:0.814786±0.015600 
[3820]  train-auc:0.854847±0.003548 test-auc:0.814786±0.015600 
[3821]  train-auc:0.854860±0.003543 test-auc:0.814790±0.015611 
[3822]  train-auc:0.854866±0.003544 test-auc:0.814786±0.015612 
[3823]  train-auc:0.854873±0.003544 test-auc:0.814790±0.015618 
[3824]  train-auc:0.854879±0.003546 test-auc:0.814791±0.015621 
[3825]  train-auc:0.854887±0.003542 test-auc:0.814789±0.015619 
[3826]  train-auc:0.854893±0.003541 test-auc:0.814796±0.015621 
[3827]  train-auc:0.854899±0.003541 test-auc:0.814799±0.015626 
[3828]  train-auc:0.854905±0.003539 test-auc:0.814799±0.015632 
[3829]  train-auc:0.854910±0.003537 test-auc:0.814803±0.015635 
[3830]  train-auc:0.854914±0.003534 test-auc:0.814802±0.015639 
[3831]  train-auc:0.854922±0.003533 test-auc:0.814800±0.015642 
[3832]  train-auc:0.854929±0.003533 test-auc:0.814806±0.015643 
[3833]  train-auc:0.854938±0.003532 test-auc:0.814803±0.015644 
[3834]  train-auc:0.854947±0.003534 test-auc:0.814812±0.015643 
[3835]  train-auc:0.854956±0.003534 test-auc:0.814820±0.015652 
[3836]  train-auc:0.854961±0.003535 test-auc:0.814821±0.015649 
[3837]  train-auc:0.854971±0.003533 test-auc:0.814829±0.015647 
[3838]  train-auc:0.854977±0.003533 test-auc:0.814821±0.015637 
[3839]  train-auc:0.854982±0.003534 test-auc:0.814824±0.015637 
[3840]  train-auc:0.854991±0.003535 test-auc:0.814828±0.015645 
[3841]  train-auc:0.854998±0.003533 test-auc:0.814827±0.015639 
[3842]  train-auc:0.855008±0.003530 test-auc:0.814829±0.015639 
[3843]  train-auc:0.855015±0.003528 test-auc:0.814834±0.015637 
[3844]  train-auc:0.855021±0.003527 test-auc:0.814836±0.015635 
[3845]  train-auc:0.855026±0.003525 test-auc:0.814840±0.015637 
[3846]  train-auc:0.855031±0.003527 test-auc:0.814846±0.015638 
[3847]  train-auc:0.855039±0.003529 test-auc:0.814844±0.015636 
[3848]  train-auc:0.855047±0.003530 test-auc:0.814841±0.015641 
[3849]  train-auc:0.855051±0.003530 test-auc:0.814841±0.015636 
[3850]  train-auc:0.855056±0.003530 test-auc:0.814839±0.015640 
[3851]  train-auc:0.855062±0.003530 test-auc:0.814845±0.015646 
[3852]  train-auc:0.855072±0.003526 test-auc:0.814842±0.015648 
[3853]  train-auc:0.855080±0.003524 test-auc:0.814843±0.015659 
[3854]  train-auc:0.855084±0.003526 test-auc:0.814848±0.015649 
[3855]  train-auc:0.855094±0.003526 test-auc:0.814847±0.015648 
[3856]  train-auc:0.855099±0.003526 test-auc:0.814844±0.015653 
[3857]  train-auc:0.855104±0.003525 test-auc:0.814836±0.015650 
[3858]  train-auc:0.855108±0.003524 test-auc:0.814839±0.015651 
[3859]  train-auc:0.855114±0.003522 test-auc:0.814846±0.015652 
[3860]  train-auc:0.855122±0.003523 test-auc:0.814856±0.015648 
[3861]  train-auc:0.855126±0.003524 test-auc:0.814856±0.015651 
[3862]  train-auc:0.855131±0.003523 test-auc:0.814858±0.015653 
[3863]  train-auc:0.855137±0.003522 test-auc:0.814858±0.015654 
[3864]  train-auc:0.855142±0.003524 test-auc:0.814861±0.015654 
[3865]  train-auc:0.855149±0.003523 test-auc:0.814868±0.015648 
[3866]  train-auc:0.855155±0.003524 test-auc:0.814869±0.015655 
[3867]  train-auc:0.855165±0.003520 test-auc:0.814870±0.015651 
[3868]  train-auc:0.855174±0.003518 test-auc:0.814874±0.015657 
[3869]  train-auc:0.855178±0.003519 test-auc:0.814872±0.015664 
[3870]  train-auc:0.855189±0.003520 test-auc:0.814884±0.015669 
[3871]  train-auc:0.855196±0.003521 test-auc:0.814896±0.015665 
[3872]  train-auc:0.855207±0.003522 test-auc:0.814884±0.015668 
[3873]  train-auc:0.855217±0.003520 test-auc:0.814883±0.015661 
[3874]  train-auc:0.855220±0.003521 test-auc:0.814875±0.015665 
[3875]  train-auc:0.855226±0.003519 test-auc:0.814877±0.015677 
[3876]  train-auc:0.855234±0.003519 test-auc:0.814876±0.015675 
[3877]  train-auc:0.855242±0.003517 test-auc:0.814879±0.015672 
[3878]  train-auc:0.855247±0.003519 test-auc:0.814889±0.015669 
[3879]  train-auc:0.855254±0.003518 test-auc:0.814888±0.015663 
[3880]  train-auc:0.855259±0.003517 test-auc:0.814882±0.015656 
[3881]  train-auc:0.855267±0.003520 test-auc:0.814890±0.015644 
[3882]  train-auc:0.855274±0.003520 test-auc:0.814887±0.015640 
[3883]  train-auc:0.855279±0.003519 test-auc:0.814889±0.015646 
[3884]  train-auc:0.855285±0.003520 test-auc:0.814892±0.015651 
[3885]  train-auc:0.855293±0.003519 test-auc:0.814889±0.015660 
[3886]  train-auc:0.855301±0.003514 test-auc:0.814901±0.015671 
[3887]  train-auc:0.855307±0.003513 test-auc:0.814901±0.015666 
[3888]  train-auc:0.855314±0.003511 test-auc:0.814895±0.015669 
[3889]  train-auc:0.855318±0.003509 test-auc:0.814895±0.015673 
[3890]  train-auc:0.855324±0.003507 test-auc:0.814895±0.015671 
[3891]  train-auc:0.855332±0.003505 test-auc:0.814900±0.015680 
[3892]  train-auc:0.855344±0.003503 test-auc:0.814899±0.015693 
[3893]  train-auc:0.855348±0.003504 test-auc:0.814905±0.015701 
[3894]  train-auc:0.855360±0.003509 test-auc:0.814913±0.015692 
[3895]  train-auc:0.855368±0.003510 test-auc:0.814912±0.015691 
[3896]  train-auc:0.855376±0.003508 test-auc:0.814910±0.015692 
[3897]  train-auc:0.855382±0.003508 test-auc:0.814907±0.015694 
[3898]  train-auc:0.855384±0.003507 test-auc:0.814914±0.015685 
[3899]  train-auc:0.855389±0.003509 test-auc:0.814901±0.015688 
[3900]  train-auc:0.855394±0.003508 test-auc:0.814899±0.015695 
[3901]  train-auc:0.855401±0.003507 test-auc:0.814898±0.015706 
[3902]  train-auc:0.855414±0.003505 test-auc:0.814904±0.015695 
[3903]  train-auc:0.855421±0.003502 test-auc:0.814901±0.015696 
[3904]  train-auc:0.855428±0.003497 test-auc:0.814906±0.015698 
[3905]  train-auc:0.855434±0.003494 test-auc:0.814910±0.015698 
[3906]  train-auc:0.855443±0.003492 test-auc:0.814910±0.015691 
[3907]  train-auc:0.855448±0.003494 test-auc:0.814907±0.015688 
[3908]  train-auc:0.855453±0.003495 test-auc:0.814911±0.015692 
[3909]  train-auc:0.855459±0.003499 test-auc:0.814910±0.015694 
[3910]  train-auc:0.855464±0.003498 test-auc:0.814913±0.015692 
[3911]  train-auc:0.855469±0.003498 test-auc:0.814907±0.015683 
[3912]  train-auc:0.855476±0.003500 test-auc:0.814909±0.015679 
[3913]  train-auc:0.855488±0.003503 test-auc:0.814909±0.015677 
[3914]  train-auc:0.855497±0.003499 test-auc:0.814911±0.015671 
[3915]  train-auc:0.855503±0.003499 test-auc:0.814918±0.015671 
[3916]  train-auc:0.855507±0.003501 test-auc:0.814924±0.015673 
[3917]  train-auc:0.855514±0.003502 test-auc:0.814924±0.015674 
[3918]  train-auc:0.855525±0.003500 test-auc:0.814927±0.015674 
[3919]  train-auc:0.855531±0.003499 test-auc:0.814929±0.015668 
[3920]  train-auc:0.855537±0.003500 test-auc:0.814934±0.015666 
[3921]  train-auc:0.855540±0.003500 test-auc:0.814938±0.015683 
[3922]  train-auc:0.855547±0.003498 test-auc:0.814951±0.015685 
[3923]  train-auc:0.855554±0.003496 test-auc:0.814954±0.015690 
[3924]  train-auc:0.855559±0.003499 test-auc:0.814950±0.015692 
[3925]  train-auc:0.855567±0.003497 test-auc:0.814957±0.015689 
[3926]  train-auc:0.855579±0.003502 test-auc:0.814969±0.015682 
[3927]  train-auc:0.855588±0.003507 test-auc:0.814976±0.015679 
[3928]  train-auc:0.855597±0.003510 test-auc:0.814985±0.015679 
[3929]  train-auc:0.855607±0.003518 test-auc:0.814985±0.015672 
[3930]  train-auc:0.855614±0.003514 test-auc:0.814989±0.015678 
[3931]  train-auc:0.855623±0.003513 test-auc:0.814992±0.015677 
[3932]  train-auc:0.855630±0.003512 test-auc:0.814995±0.015682 
[3933]  train-auc:0.855634±0.003512 test-auc:0.814993±0.015686 
[3934]  train-auc:0.855646±0.003518 test-auc:0.815004±0.015682 
[3935]  train-auc:0.855652±0.003516 test-auc:0.815011±0.015682 
[3936]  train-auc:0.855661±0.003519 test-auc:0.815005±0.015686 
[3937]  train-auc:0.855666±0.003521 test-auc:0.815011±0.015683 
[3938]  train-auc:0.855671±0.003523 test-auc:0.815020±0.015686 
[3939]  train-auc:0.855684±0.003524 test-auc:0.815018±0.015687 
[3940]  train-auc:0.855692±0.003522 test-auc:0.815017±0.015688 
[3941]  train-auc:0.855705±0.003523 test-auc:0.815017±0.015698 
[3942]  train-auc:0.855714±0.003524 test-auc:0.815008±0.015697 
[3943]  train-auc:0.855722±0.003531 test-auc:0.815018±0.015693 
[3944]  train-auc:0.855733±0.003533 test-auc:0.815028±0.015695 
[3945]  train-auc:0.855738±0.003531 test-auc:0.815041±0.015707 
[3946]  train-auc:0.855744±0.003528 test-auc:0.815032±0.015703 
[3947]  train-auc:0.855751±0.003533 test-auc:0.815025±0.015706 
[3948]  train-auc:0.855757±0.003534 test-auc:0.815031±0.015709 
[3949]  train-auc:0.855763±0.003536 test-auc:0.815039±0.015706 
[3950]  train-auc:0.855771±0.003536 test-auc:0.815042±0.015707 
[3951]  train-auc:0.855782±0.003539 test-auc:0.815043±0.015702 
[3952]  train-auc:0.855789±0.003539 test-auc:0.815046±0.015699 
[3953]  train-auc:0.855797±0.003539 test-auc:0.815050±0.015698 
[3954]  train-auc:0.855803±0.003537 test-auc:0.815041±0.015703 
[3955]  train-auc:0.855812±0.003535 test-auc:0.815043±0.015692 
[3956]  train-auc:0.855816±0.003537 test-auc:0.815046±0.015696 
[3957]  train-auc:0.855822±0.003532 test-auc:0.815038±0.015699 
[3958]  train-auc:0.855831±0.003531 test-auc:0.815043±0.015699 
[3959]  train-auc:0.855837±0.003530 test-auc:0.815041±0.015706 
[3960]  train-auc:0.855843±0.003528 test-auc:0.815040±0.015707 
[3961]  train-auc:0.855851±0.003530 test-auc:0.815049±0.015715 
[3962]  train-auc:0.855859±0.003529 test-auc:0.815051±0.015711 
[3963]  train-auc:0.855866±0.003530 test-auc:0.815058±0.015711 
[3964]  train-auc:0.855872±0.003531 test-auc:0.815058±0.015716 
[3965]  train-auc:0.855878±0.003529 test-auc:0.815070±0.015715 
[3966]  train-auc:0.855886±0.003530 test-auc:0.815067±0.015714 
[3967]  train-auc:0.855897±0.003525 test-auc:0.815070±0.015722 
[3968]  train-auc:0.855906±0.003524 test-auc:0.815080±0.015725 
[3969]  train-auc:0.855917±0.003524 test-auc:0.815078±0.015725 
[3970]  train-auc:0.855932±0.003517 test-auc:0.815086±0.015729 
[3971]  train-auc:0.855940±0.003523 test-auc:0.815088±0.015734 
[3972]  train-auc:0.855948±0.003522 test-auc:0.815096±0.015733 
[3973]  train-auc:0.855962±0.003515 test-auc:0.815092±0.015742 
[3974]  train-auc:0.855967±0.003515 test-auc:0.815102±0.015752 
[3975]  train-auc:0.855973±0.003517 test-auc:0.815103±0.015753 
[3976]  train-auc:0.855982±0.003515 test-auc:0.815112±0.015756 
[3977]  train-auc:0.855990±0.003517 test-auc:0.815113±0.015742 
[3978]  train-auc:0.855996±0.003519 test-auc:0.815111±0.015739 
[3979]  train-auc:0.856003±0.003519 test-auc:0.815115±0.015745 
[3980]  train-auc:0.856011±0.003516 test-auc:0.815115±0.015750 
[3981]  train-auc:0.856017±0.003518 test-auc:0.815116±0.015757 
[3982]  train-auc:0.856021±0.003518 test-auc:0.815112±0.015756 
[3983]  train-auc:0.856027±0.003518 test-auc:0.815104±0.015758 
[3984]  train-auc:0.856032±0.003520 test-auc:0.815112±0.015756 
[3985]  train-auc:0.856040±0.003523 test-auc:0.815107±0.015754 
[3986]  train-auc:0.856047±0.003520 test-auc:0.815120±0.015747 
[3987]  train-auc:0.856055±0.003520 test-auc:0.815116±0.015748 
[3988]  train-auc:0.856058±0.003521 test-auc:0.815113±0.015747 
[3989]  train-auc:0.856065±0.003525 test-auc:0.815127±0.015745 
[3990]  train-auc:0.856073±0.003527 test-auc:0.815126±0.015749 
[3991]  train-auc:0.856080±0.003525 test-auc:0.815123±0.015742 
[3992]  train-auc:0.856085±0.003527 test-auc:0.815125±0.015740 
[3993]  train-auc:0.856096±0.003525 test-auc:0.815119±0.015735 
[3994]  train-auc:0.856103±0.003529 test-auc:0.815129±0.015736 
[3995]  train-auc:0.856116±0.003524 test-auc:0.815128±0.015729 
[3996]  train-auc:0.856118±0.003527 test-auc:0.815127±0.015726 
[3997]  train-auc:0.856126±0.003526 test-auc:0.815145±0.015733 
[3998]  train-auc:0.856133±0.003528 test-auc:0.815145±0.015735 
[3999]  train-auc:0.856142±0.003531 test-auc:0.815148±0.015744 
[4000]  train-auc:0.856152±0.003527 test-auc:0.815143±0.015741 
[4001]  train-auc:0.856159±0.003528 test-auc:0.815146±0.015739 
[4002]  train-auc:0.856170±0.003530 test-auc:0.815145±0.015731 
[4003]  train-auc:0.856180±0.003527 test-auc:0.815145±0.015733 
[4004]  train-auc:0.856186±0.003528 test-auc:0.815138±0.015732 
[4005]  train-auc:0.856191±0.003531 test-auc:0.815138±0.015735 
[4006]  train-auc:0.856199±0.003532 test-auc:0.815142±0.015737 
[4007]  train-auc:0.856204±0.003535 test-auc:0.815139±0.015728 
[4008]  train-auc:0.856211±0.003538 test-auc:0.815133±0.015731 
[4009]  train-auc:0.856218±0.003537 test-auc:0.815136±0.015726 
[4010]  train-auc:0.856226±0.003537 test-auc:0.815143±0.015729 
[4011]  train-auc:0.856231±0.003539 test-auc:0.815144±0.015729 
[4012]  train-auc:0.856238±0.003536 test-auc:0.815141±0.015729 
[4013]  train-auc:0.856246±0.003539 test-auc:0.815143±0.015725 
[4014]  train-auc:0.856253±0.003537 test-auc:0.815142±0.015730 
[4015]  train-auc:0.856261±0.003538 test-auc:0.815140±0.015729 
[4016]  train-auc:0.856269±0.003538 test-auc:0.815145±0.015742 
[4017]  train-auc:0.856281±0.003544 test-auc:0.815152±0.015738 
[4018]  train-auc:0.856290±0.003540 test-auc:0.815157±0.015732 
[4019]  train-auc:0.856294±0.003538 test-auc:0.815156±0.015730 
[4020]  train-auc:0.856301±0.003533 test-auc:0.815157±0.015739 
[4021]  train-auc:0.856306±0.003535 test-auc:0.815168±0.015748 
[4022]  train-auc:0.856313±0.003534 test-auc:0.815175±0.015749 
[4023]  train-auc:0.856322±0.003532 test-auc:0.815174±0.015746 
[4024]  train-auc:0.856327±0.003534 test-auc:0.815171±0.015743 
[4025]  train-auc:0.856336±0.003542 test-auc:0.815170±0.015745 
[4026]  train-auc:0.856347±0.003542 test-auc:0.815173±0.015737 
[4027]  train-auc:0.856354±0.003546 test-auc:0.815177±0.015743 
[4028]  train-auc:0.856358±0.003545 test-auc:0.815170±0.015735 
[4029]  train-auc:0.856363±0.003545 test-auc:0.815165±0.015725 
[4030]  train-auc:0.856369±0.003548 test-auc:0.815171±0.015728 
[4031]  train-auc:0.856375±0.003549 test-auc:0.815177±0.015724 
[4032]  train-auc:0.856380±0.003547 test-auc:0.815179±0.015719 
[4033]  train-auc:0.856385±0.003547 test-auc:0.815178±0.015720 
[4034]  train-auc:0.856392±0.003551 test-auc:0.815177±0.015726 
[4035]  train-auc:0.856401±0.003557 test-auc:0.815195±0.015715 
[4036]  train-auc:0.856404±0.003557 test-auc:0.815193±0.015707 
[4037]  train-auc:0.856414±0.003561 test-auc:0.815199±0.015689 
[4038]  train-auc:0.856422±0.003559 test-auc:0.815199±0.015687 
[4039]  train-auc:0.856426±0.003559 test-auc:0.815204±0.015686 
[4040]  train-auc:0.856430±0.003562 test-auc:0.815203±0.015686 
[4041]  train-auc:0.856435±0.003559 test-auc:0.815205±0.015693 
[4042]  train-auc:0.856440±0.003563 test-auc:0.815208±0.015686 
[4043]  train-auc:0.856450±0.003561 test-auc:0.815197±0.015684 
[4044]  train-auc:0.856458±0.003569 test-auc:0.815193±0.015682 
[4045]  train-auc:0.856461±0.003568 test-auc:0.815193±0.015693 
[4046]  train-auc:0.856468±0.003571 test-auc:0.815188±0.015696 
[4047]  train-auc:0.856478±0.003580 test-auc:0.815190±0.015692 
[4048]  train-auc:0.856482±0.003580 test-auc:0.815194±0.015690 
[4049]  train-auc:0.856487±0.003583 test-auc:0.815192±0.015689 
[4050]  train-auc:0.856498±0.003592 test-auc:0.815199±0.015688 
[4051]  train-auc:0.856504±0.003590 test-auc:0.815194±0.015681 
[4052]  train-auc:0.856509±0.003588 test-auc:0.815198±0.015691 
[4053]  train-auc:0.856516±0.003588 test-auc:0.815197±0.015691 
[4054]  train-auc:0.856520±0.003588 test-auc:0.815194±0.015686 
[4055]  train-auc:0.856525±0.003591 test-auc:0.815193±0.015684 
[4056]  train-auc:0.856530±0.003590 test-auc:0.815191±0.015685 
[4057]  train-auc:0.856534±0.003590 test-auc:0.815201±0.015682 
[4058]  train-auc:0.856554±0.003599 test-auc:0.815205±0.015680 
[4059]  train-auc:0.856562±0.003600 test-auc:0.815210±0.015685 
[4060]  train-auc:0.856566±0.003600 test-auc:0.815213±0.015689 
[4061]  train-auc:0.856569±0.003598 test-auc:0.815212±0.015698 
[4062]  train-auc:0.856574±0.003598 test-auc:0.815207±0.015699 
[4063]  train-auc:0.856581±0.003600 test-auc:0.815214±0.015700 
[4064]  train-auc:0.856588±0.003606 test-auc:0.815219±0.015696 
[4065]  train-auc:0.856593±0.003607 test-auc:0.815210±0.015701 
[4066]  train-auc:0.856597±0.003606 test-auc:0.815210±0.015708 
[4067]  train-auc:0.856600±0.003608 test-auc:0.815211±0.015703 
[4068]  train-auc:0.856604±0.003609 test-auc:0.815211±0.015698 
[4069]  train-auc:0.856614±0.003606 test-auc:0.815227±0.015701 
[4070]  train-auc:0.856623±0.003605 test-auc:0.815224±0.015705 
[4071]  train-auc:0.856626±0.003604 test-auc:0.815218±0.015709 
[4072]  train-auc:0.856632±0.003604 test-auc:0.815218±0.015703 
[4073]  train-auc:0.856636±0.003604 test-auc:0.815214±0.015693 
[4074]  train-auc:0.856639±0.003604 test-auc:0.815215±0.015692 
[4075]  train-auc:0.856643±0.003602 test-auc:0.815216±0.015697 
[4076]  train-auc:0.856646±0.003604 test-auc:0.815217±0.015701 
[4077]  train-auc:0.856651±0.003605 test-auc:0.815218±0.015708 
[4078]  train-auc:0.856659±0.003606 test-auc:0.815221±0.015705 
[4079]  train-auc:0.856663±0.003606 test-auc:0.815222±0.015707 
[4080]  train-auc:0.856668±0.003606 test-auc:0.815226±0.015704 
[4081]  train-auc:0.856674±0.003608 test-auc:0.815219±0.015696 
[4082]  train-auc:0.856680±0.003611 test-auc:0.815221±0.015694 
[4083]  train-auc:0.856687±0.003608 test-auc:0.815220±0.015701 
[4084]  train-auc:0.856692±0.003612 test-auc:0.815216±0.015705 
[4085]  train-auc:0.856697±0.003611 test-auc:0.815215±0.015715 
[4086]  train-auc:0.856701±0.003610 test-auc:0.815217±0.015709 
[4087]  train-auc:0.856705±0.003611 test-auc:0.815219±0.015710 
[4088]  train-auc:0.856711±0.003612 test-auc:0.815218±0.015711 
[4089]  train-auc:0.856723±0.003610 test-auc:0.815222±0.015722 
[4090]  train-auc:0.856730±0.003610 test-auc:0.815227±0.015724 
[4091]  train-auc:0.856736±0.003610 test-auc:0.815223±0.015719 
[4092]  train-auc:0.856741±0.003613 test-auc:0.815227±0.015714 
[4093]  train-auc:0.856748±0.003609 test-auc:0.815232±0.015707 
[4094]  train-auc:0.856752±0.003610 test-auc:0.815234±0.015708 
[4095]  train-auc:0.856759±0.003615 test-auc:0.815228±0.015712 
[4096]  train-auc:0.856765±0.003621 test-auc:0.815236±0.015694 
[4097]  train-auc:0.856771±0.003626 test-auc:0.815235±0.015698 
[4098]  train-auc:0.856775±0.003625 test-auc:0.815233±0.015704 
[4099]  train-auc:0.856786±0.003624 test-auc:0.815246±0.015710 
[4100]  train-auc:0.856794±0.003625 test-auc:0.815240±0.015701 
[4101]  train-auc:0.856800±0.003625 test-auc:0.815245±0.015697 
[4102]  train-auc:0.856803±0.003625 test-auc:0.815241±0.015698 
[4103]  train-auc:0.856815±0.003632 test-auc:0.815243±0.015694 
[4104]  train-auc:0.856818±0.003632 test-auc:0.815242±0.015699 
[4105]  train-auc:0.856825±0.003635 test-auc:0.815252±0.015699 
[4106]  train-auc:0.856829±0.003638 test-auc:0.815248±0.015696 
[4107]  train-auc:0.856836±0.003637 test-auc:0.815251±0.015696 
[4108]  train-auc:0.856842±0.003639 test-auc:0.815249±0.015692 
[4109]  train-auc:0.856847±0.003640 test-auc:0.815246±0.015691 
[4110]  train-auc:0.856855±0.003643 test-auc:0.815246±0.015695 
[4111]  train-auc:0.856858±0.003645 test-auc:0.815241±0.015697 
[4112]  train-auc:0.856862±0.003645 test-auc:0.815234±0.015690 
[4113]  train-auc:0.856868±0.003645 test-auc:0.815240±0.015683 
[4114]  train-auc:0.856871±0.003642 test-auc:0.815243±0.015680 
[4115]  train-auc:0.856876±0.003643 test-auc:0.815250±0.015685 
[4116]  train-auc:0.856879±0.003646 test-auc:0.815245±0.015684 
[4117]  train-auc:0.856886±0.003647 test-auc:0.815245±0.015676 
[4118]  train-auc:0.856889±0.003648 test-auc:0.815239±0.015684 
[4119]  train-auc:0.856898±0.003648 test-auc:0.815237±0.015687 
[4120]  train-auc:0.856902±0.003647 test-auc:0.815242±0.015685 
[4121]  train-auc:0.856911±0.003656 test-auc:0.815233±0.015679 
[4122]  train-auc:0.856918±0.003653 test-auc:0.815231±0.015687 
[4123]  train-auc:0.856925±0.003654 test-auc:0.815232±0.015689 
[4124]  train-auc:0.856931±0.003652 test-auc:0.815230±0.015685 
[4125]  train-auc:0.856941±0.003654 test-auc:0.815226±0.015688 
[4126]  train-auc:0.856950±0.003660 test-auc:0.815231±0.015682 
[4127]  train-auc:0.856953±0.003662 test-auc:0.815231±0.015681 
[4128]  train-auc:0.856960±0.003660 test-auc:0.815230±0.015691 
[4129]  train-auc:0.856968±0.003662 test-auc:0.815241±0.015686 
[4130]  train-auc:0.856972±0.003663 test-auc:0.815242±0.015694 
[4131]  train-auc:0.856978±0.003662 test-auc:0.815239±0.015685 
[4132]  train-auc:0.856985±0.003664 test-auc:0.815247±0.015681 
[4133]  train-auc:0.856992±0.003668 test-auc:0.815248±0.015674 
[4134]  train-auc:0.856998±0.003668 test-auc:0.815247±0.015671 
[4135]  train-auc:0.857002±0.003670 test-auc:0.815249±0.015661 
[4136]  train-auc:0.857006±0.003671 test-auc:0.815250±0.015654 
[4137]  train-auc:0.857013±0.003671 test-auc:0.815247±0.015646 
[4138]  train-auc:0.857021±0.003675 test-auc:0.815242±0.015650 
[4139]  train-auc:0.857028±0.003677 test-auc:0.815246±0.015660 
[4140]  train-auc:0.857035±0.003672 test-auc:0.815246±0.015659 
[4141]  train-auc:0.857040±0.003676 test-auc:0.815243±0.015657 
[4142]  train-auc:0.857046±0.003675 test-auc:0.815239±0.015652 
[4143]  train-auc:0.857053±0.003675 test-auc:0.815230±0.015656 
[4144]  train-auc:0.857058±0.003674 test-auc:0.815238±0.015654 
[4145]  train-auc:0.857065±0.003678 test-auc:0.815237±0.015655 
[4146]  train-auc:0.857070±0.003678 test-auc:0.815235±0.015655 
[4147]  train-auc:0.857075±0.003678 test-auc:0.815241±0.015657 
[4148]  train-auc:0.857079±0.003678 test-auc:0.815237±0.015653 
[4149]  train-auc:0.857083±0.003677 test-auc:0.815238±0.015651 
[4150]  train-auc:0.857087±0.003675 test-auc:0.815241±0.015641 
[4151]  train-auc:0.857088±0.003677 test-auc:0.815243±0.015635 
[4152]  train-auc:0.857093±0.003676 test-auc:0.815248±0.015631 
[4153]  train-auc:0.857098±0.003677 test-auc:0.815255±0.015633 
[4154]  train-auc:0.857108±0.003673 test-auc:0.815264±0.015645 
[4155]  train-auc:0.857114±0.003672 test-auc:0.815273±0.015644 
[4156]  train-auc:0.857124±0.003670 test-auc:0.815265±0.015640 
[4157]  train-auc:0.857132±0.003664 test-auc:0.815274±0.015650 
[4158]  train-auc:0.857138±0.003663 test-auc:0.815267±0.015641 
[4159]  train-auc:0.857144±0.003661 test-auc:0.815269±0.015643 
[4160]  train-auc:0.857149±0.003659 test-auc:0.815272±0.015643 
[4161]  train-auc:0.857157±0.003658 test-auc:0.815276±0.015644 
[4162]  train-auc:0.857164±0.003664 test-auc:0.815279±0.015650 
[4163]  train-auc:0.857171±0.003662 test-auc:0.815275±0.015662 
[4164]  train-auc:0.857174±0.003663 test-auc:0.815276±0.015661 
[4165]  train-auc:0.857180±0.003664 test-auc:0.815274±0.015659 
[4166]  train-auc:0.857184±0.003665 test-auc:0.815279±0.015660 
[4167]  train-auc:0.857189±0.003662 test-auc:0.815275±0.015661 
[4168]  train-auc:0.857198±0.003660 test-auc:0.815270±0.015662 
[4169]  train-auc:0.857204±0.003658 test-auc:0.815277±0.015665 
[4170]  train-auc:0.857211±0.003656 test-auc:0.815280±0.015658 
[4171]  train-auc:0.857218±0.003653 test-auc:0.815283±0.015665 
[4172]  train-auc:0.857225±0.003650 test-auc:0.815295±0.015672 
[4173]  train-auc:0.857230±0.003653 test-auc:0.815303±0.015667 
[4174]  train-auc:0.857237±0.003651 test-auc:0.815306±0.015671 
[4175]  train-auc:0.857240±0.003651 test-auc:0.815297±0.015667 
[4176]  train-auc:0.857245±0.003653 test-auc:0.815289±0.015668 
[4177]  train-auc:0.857248±0.003652 test-auc:0.815289±0.015670 
[4178]  train-auc:0.857254±0.003652 test-auc:0.815283±0.015678 
[4179]  train-auc:0.857262±0.003652 test-auc:0.815292±0.015681 
[4180]  train-auc:0.857266±0.003652 test-auc:0.815300±0.015681 
[4181]  train-auc:0.857273±0.003655 test-auc:0.815299±0.015682 
[4182]  train-auc:0.857279±0.003652 test-auc:0.815301±0.015692 
[4183]  train-auc:0.857284±0.003652 test-auc:0.815307±0.015694 
[4184]  train-auc:0.857290±0.003650 test-auc:0.815303±0.015693 
[4185]  train-auc:0.857297±0.003655 test-auc:0.815299±0.015697 
[4186]  train-auc:0.857301±0.003655 test-auc:0.815297±0.015694 
[4187]  train-auc:0.857307±0.003657 test-auc:0.815296±0.015695 
[4188]  train-auc:0.857309±0.003658 test-auc:0.815296±0.015694 
[4189]  train-auc:0.857316±0.003657 test-auc:0.815302±0.015697 
[4190]  train-auc:0.857321±0.003656 test-auc:0.815304±0.015691 
[4191]  train-auc:0.857327±0.003653 test-auc:0.815303±0.015693 
[4192]  train-auc:0.857330±0.003655 test-auc:0.815297±0.015694 
[4193]  train-auc:0.857335±0.003653 test-auc:0.815298±0.015705 
[4194]  train-auc:0.857340±0.003654 test-auc:0.815303±0.015701 
[4195]  train-auc:0.857346±0.003657 test-auc:0.815301±0.015703 
[4196]  train-auc:0.857351±0.003656 test-auc:0.815300±0.015701 
[4197]  train-auc:0.857361±0.003654 test-auc:0.815304±0.015700 
[4198]  train-auc:0.857367±0.003655 test-auc:0.815303±0.015705 
[4199]  train-auc:0.857373±0.003653 test-auc:0.815308±0.015709 
[4200]  train-auc:0.857386±0.003650 test-auc:0.815305±0.015714 
[4201]  train-auc:0.857392±0.003657 test-auc:0.815309±0.015704 
[4202]  train-auc:0.857399±0.003658 test-auc:0.815312±0.015707 
[4203]  train-auc:0.857403±0.003656 test-auc:0.815311±0.015710 
[4204]  train-auc:0.857404±0.003655 test-auc:0.815315±0.015700 
[4205]  train-auc:0.857410±0.003655 test-auc:0.815311±0.015705 
[4206]  train-auc:0.857413±0.003656 test-auc:0.815313±0.015707 
[4207]  train-auc:0.857418±0.003656 test-auc:0.815318±0.015711 
[4208]  train-auc:0.857422±0.003655 test-auc:0.815315±0.015702 
[4209]  train-auc:0.857432±0.003655 test-auc:0.815308±0.015704 
[4210]  train-auc:0.857437±0.003653 test-auc:0.815306±0.015705 
[4211]  train-auc:0.857441±0.003654 test-auc:0.815303±0.015703 
[4212]  train-auc:0.857447±0.003657 test-auc:0.815309±0.015701 
[4213]  train-auc:0.857452±0.003657 test-auc:0.815316±0.015707 
[4214]  train-auc:0.857458±0.003657 test-auc:0.815314±0.015704 
[4215]  train-auc:0.857461±0.003656 test-auc:0.815318±0.015701 
[4216]  train-auc:0.857466±0.003654 test-auc:0.815318±0.015703 
[4217]  train-auc:0.857473±0.003656 test-auc:0.815313±0.015701 
[4218]  train-auc:0.857477±0.003656 test-auc:0.815314±0.015708 
[4219]  train-auc:0.857483±0.003660 test-auc:0.815318±0.015697 
[4220]  train-auc:0.857488±0.003658 test-auc:0.815311±0.015695 
[4221]  train-auc:0.857495±0.003663 test-auc:0.815306±0.015688 
[4222]  train-auc:0.857501±0.003663 test-auc:0.815313±0.015690 
[4223]  train-auc:0.857510±0.003664 test-auc:0.815333±0.015685 
[4224]  train-auc:0.857517±0.003671 test-auc:0.815338±0.015685 
[4225]  train-auc:0.857519±0.003669 test-auc:0.815334±0.015690 
[4226]  train-auc:0.857525±0.003665 test-auc:0.815331±0.015683 
[4227]  train-auc:0.857531±0.003667 test-auc:0.815328±0.015682 
[4228]  train-auc:0.857537±0.003670 test-auc:0.815331±0.015678 
[4229]  train-auc:0.857543±0.003672 test-auc:0.815342±0.015674 
[4230]  train-auc:0.857550±0.003670 test-auc:0.815353±0.015680 
[4231]  train-auc:0.857557±0.003668 test-auc:0.815347±0.015674 
[4232]  train-auc:0.857564±0.003663 test-auc:0.815345±0.015671 
[4233]  train-auc:0.857569±0.003668 test-auc:0.815345±0.015669 
[4234]  train-auc:0.857579±0.003663 test-auc:0.815346±0.015670 
[4235]  train-auc:0.857584±0.003664 test-auc:0.815340±0.015670 
[4236]  train-auc:0.857590±0.003664 test-auc:0.815344±0.015664 
[4237]  train-auc:0.857596±0.003663 test-auc:0.815348±0.015660 
[4238]  train-auc:0.857601±0.003661 test-auc:0.815348±0.015664 
[4239]  train-auc:0.857611±0.003656 test-auc:0.815347±0.015668 
[4240]  train-auc:0.857616±0.003652 test-auc:0.815344±0.015669 
[4241]  train-auc:0.857620±0.003653 test-auc:0.815341±0.015675 
[4242]  train-auc:0.857628±0.003652 test-auc:0.815338±0.015669 
[4243]  train-auc:0.857633±0.003655 test-auc:0.815356±0.015671 
[4244]  train-auc:0.857639±0.003656 test-auc:0.815360±0.015676 
[4245]  train-auc:0.857645±0.003653 test-auc:0.815364±0.015676 
[4246]  train-auc:0.857650±0.003653 test-auc:0.815371±0.015682 
[4247]  train-auc:0.857655±0.003651 test-auc:0.815370±0.015682 
[4248]  train-auc:0.857661±0.003653 test-auc:0.815361±0.015679 
[4249]  train-auc:0.857669±0.003658 test-auc:0.815358±0.015679 
[4250]  train-auc:0.857678±0.003656 test-auc:0.815361±0.015676 
[4251]  train-auc:0.857683±0.003656 test-auc:0.815360±0.015682 
[4252]  train-auc:0.857689±0.003657 test-auc:0.815362±0.015683 
[4253]  train-auc:0.857693±0.003658 test-auc:0.815367±0.015679 
[4254]  train-auc:0.857697±0.003659 test-auc:0.815369±0.015684 
[4255]  train-auc:0.857704±0.003658 test-auc:0.815371±0.015688 
[4256]  train-auc:0.857710±0.003657 test-auc:0.815370±0.015693 
[4257]  train-auc:0.857713±0.003658 test-auc:0.815372±0.015691 
[4258]  train-auc:0.857716±0.003658 test-auc:0.815370±0.015690 
[4259]  train-auc:0.857721±0.003662 test-auc:0.815377±0.015680 
[4260]  train-auc:0.857726±0.003664 test-auc:0.815380±0.015678 
[4261]  train-auc:0.857728±0.003664 test-auc:0.815377±0.015678 
[4262]  train-auc:0.857734±0.003663 test-auc:0.815377±0.015671 
[4263]  train-auc:0.857741±0.003662 test-auc:0.815379±0.015676 
[4264]  train-auc:0.857747±0.003665 test-auc:0.815381±0.015665 
[4265]  train-auc:0.857756±0.003666 test-auc:0.815378±0.015673 
[4266]  train-auc:0.857763±0.003665 test-auc:0.815388±0.015664 
[4267]  train-auc:0.857768±0.003668 test-auc:0.815388±0.015667 
[4268]  train-auc:0.857775±0.003668 test-auc:0.815384±0.015675 
[4269]  train-auc:0.857787±0.003667 test-auc:0.815387±0.015679 
[4270]  train-auc:0.857791±0.003664 test-auc:0.815389±0.015677 
[4271]  train-auc:0.857798±0.003665 test-auc:0.815386±0.015676 
[4272]  train-auc:0.857805±0.003668 test-auc:0.815399±0.015679 
[4273]  train-auc:0.857814±0.003663 test-auc:0.815399±0.015672 
[4274]  train-auc:0.857819±0.003663 test-auc:0.815401±0.015675 
[4275]  train-auc:0.857832±0.003663 test-auc:0.815392±0.015688 
[4276]  train-auc:0.857840±0.003664 test-auc:0.815393±0.015686 
[4277]  train-auc:0.857847±0.003667 test-auc:0.815403±0.015689 
[4278]  train-auc:0.857855±0.003666 test-auc:0.815398±0.015690 
[4279]  train-auc:0.857863±0.003663 test-auc:0.815407±0.015696 
[4280]  train-auc:0.857873±0.003663 test-auc:0.815414±0.015694 
[4281]  train-auc:0.857881±0.003664 test-auc:0.815404±0.015699 
[4282]  train-auc:0.857891±0.003662 test-auc:0.815405±0.015699 
[4283]  train-auc:0.857897±0.003663 test-auc:0.815413±0.015712 
[4284]  train-auc:0.857902±0.003660 test-auc:0.815404±0.015706 
[4285]  train-auc:0.857911±0.003653 test-auc:0.815405±0.015714 
[4286]  train-auc:0.857920±0.003649 test-auc:0.815414±0.015719 
[4287]  train-auc:0.857928±0.003649 test-auc:0.815421±0.015718 
[4288]  train-auc:0.857932±0.003650 test-auc:0.815421±0.015715 
[4289]  train-auc:0.857942±0.003648 test-auc:0.815427±0.015718 
[4290]  train-auc:0.857952±0.003654 test-auc:0.815427±0.015716 
[4291]  train-auc:0.857953±0.003654 test-auc:0.815434±0.015708 
[4292]  train-auc:0.857960±0.003658 test-auc:0.815443±0.015702 
[4293]  train-auc:0.857967±0.003658 test-auc:0.815447±0.015699 
[4294]  train-auc:0.857974±0.003662 test-auc:0.815451±0.015698 
[4295]  train-auc:0.857980±0.003667 test-auc:0.815442±0.015700 
[4296]  train-auc:0.857983±0.003665 test-auc:0.815440±0.015702 
[4297]  train-auc:0.857992±0.003664 test-auc:0.815444±0.015697 
[4298]  train-auc:0.857998±0.003664 test-auc:0.815452±0.015694 
[4299]  train-auc:0.858005±0.003667 test-auc:0.815449±0.015696 
[4300]  train-auc:0.858016±0.003667 test-auc:0.815451±0.015688 
[4301]  train-auc:0.858019±0.003667 test-auc:0.815447±0.015686 
[4302]  train-auc:0.858024±0.003669 test-auc:0.815448±0.015692 
[4303]  train-auc:0.858030±0.003665 test-auc:0.815444±0.015691 
[4304]  train-auc:0.858035±0.003666 test-auc:0.815447±0.015697 
[4305]  train-auc:0.858042±0.003667 test-auc:0.815447±0.015698 
[4306]  train-auc:0.858047±0.003667 test-auc:0.815444±0.015703 
[4307]  train-auc:0.858053±0.003668 test-auc:0.815449±0.015701 
[4308]  train-auc:0.858059±0.003671 test-auc:0.815449±0.015702 
[4309]  train-auc:0.858064±0.003674 test-auc:0.815445±0.015700 
[4310]  train-auc:0.858074±0.003670 test-auc:0.815455±0.015692 
[4311]  train-auc:0.858080±0.003670 test-auc:0.815460±0.015694 
[4312]  train-auc:0.858086±0.003670 test-auc:0.815458±0.015690 
[4313]  train-auc:0.858090±0.003672 test-auc:0.815454±0.015693 
[4314]  train-auc:0.858095±0.003674 test-auc:0.815456±0.015687 
[4315]  train-auc:0.858101±0.003675 test-auc:0.815450±0.015689 
[4316]  train-auc:0.858108±0.003673 test-auc:0.815449±0.015695 
[4317]  train-auc:0.858118±0.003673 test-auc:0.815453±0.015695 
[4318]  train-auc:0.858122±0.003671 test-auc:0.815456±0.015695 
[4319]  train-auc:0.858130±0.003674 test-auc:0.815459±0.015697 
[4320]  train-auc:0.858135±0.003675 test-auc:0.815457±0.015697 
[4321]  train-auc:0.858149±0.003676 test-auc:0.815453±0.015687 
[4322]  train-auc:0.858156±0.003678 test-auc:0.815462±0.015691 
[4323]  train-auc:0.858164±0.003675 test-auc:0.815467±0.015698 
[4324]  train-auc:0.858172±0.003674 test-auc:0.815476±0.015708 
[4325]  train-auc:0.858178±0.003673 test-auc:0.815470±0.015707 
[4326]  train-auc:0.858182±0.003674 test-auc:0.815467±0.015707 
[4327]  train-auc:0.858192±0.003671 test-auc:0.815471±0.015706 
[4328]  train-auc:0.858199±0.003671 test-auc:0.815474±0.015711 
[4329]  train-auc:0.858206±0.003673 test-auc:0.815478±0.015704 
[4330]  train-auc:0.858209±0.003674 test-auc:0.815474±0.015707 
[4331]  train-auc:0.858216±0.003672 test-auc:0.815481±0.015710 
[4332]  train-auc:0.858221±0.003673 test-auc:0.815481±0.015720 
[4333]  train-auc:0.858228±0.003677 test-auc:0.815477±0.015722 
[4334]  train-auc:0.858231±0.003677 test-auc:0.815475±0.015727 
[4335]  train-auc:0.858234±0.003678 test-auc:0.815477±0.015730 
[4336]  train-auc:0.858240±0.003678 test-auc:0.815475±0.015729 
[4337]  train-auc:0.858246±0.003676 test-auc:0.815484±0.015730 
[4338]  train-auc:0.858250±0.003680 test-auc:0.815494±0.015725 
[4339]  train-auc:0.858261±0.003681 test-auc:0.815494±0.015717 
[4340]  train-auc:0.858267±0.003682 test-auc:0.815496±0.015717 
[4341]  train-auc:0.858273±0.003682 test-auc:0.815495±0.015717 
[4342]  train-auc:0.858281±0.003681 test-auc:0.815489±0.015725 
[4343]  train-auc:0.858286±0.003680 test-auc:0.815495±0.015719 
[4344]  train-auc:0.858298±0.003679 test-auc:0.815508±0.015720 
[4345]  train-auc:0.858306±0.003682 test-auc:0.815517±0.015721 
[4346]  train-auc:0.858311±0.003682 test-auc:0.815518±0.015718 
[4347]  train-auc:0.858318±0.003684 test-auc:0.815528±0.015717 
[4348]  train-auc:0.858324±0.003688 test-auc:0.815523±0.015719 
[4349]  train-auc:0.858334±0.003689 test-auc:0.815515±0.015722 
[4350]  train-auc:0.858338±0.003690 test-auc:0.815517±0.015719 
[4351]  train-auc:0.858344±0.003692 test-auc:0.815513±0.015717 
[4352]  train-auc:0.858353±0.003689 test-auc:0.815509±0.015718 
[4353]  train-auc:0.858357±0.003689 test-auc:0.815502±0.015722 
[4354]  train-auc:0.858361±0.003686 test-auc:0.815496±0.015724 
[4355]  train-auc:0.858370±0.003683 test-auc:0.815501±0.015724 
[4356]  train-auc:0.858375±0.003687 test-auc:0.815512±0.015727 
[4357]  train-auc:0.858381±0.003685 test-auc:0.815513±0.015731 
[4358]  train-auc:0.858388±0.003684 test-auc:0.815514±0.015737 
[4359]  train-auc:0.858394±0.003680 test-auc:0.815518±0.015741 
[4360]  train-auc:0.858401±0.003682 test-auc:0.815523±0.015742 
[4361]  train-auc:0.858405±0.003682 test-auc:0.815518±0.015740 
[4362]  train-auc:0.858412±0.003685 test-auc:0.815515±0.015737 
[4363]  train-auc:0.858417±0.003684 test-auc:0.815511±0.015737 
[4364]  train-auc:0.858428±0.003686 test-auc:0.815513±0.015738 
[4365]  train-auc:0.858435±0.003687 test-auc:0.815508±0.015739 
[4366]  train-auc:0.858441±0.003686 test-auc:0.815514±0.015741 
[4367]  train-auc:0.858448±0.003685 test-auc:0.815521±0.015742 
[4368]  train-auc:0.858456±0.003687 test-auc:0.815518±0.015738 
[4369]  train-auc:0.858466±0.003687 test-auc:0.815524±0.015737 
[4370]  train-auc:0.858473±0.003687 test-auc:0.815523±0.015733 
[4371]  train-auc:0.858484±0.003679 test-auc:0.815523±0.015727 
[4372]  train-auc:0.858489±0.003682 test-auc:0.815527±0.015731 
[4373]  train-auc:0.858498±0.003679 test-auc:0.815536±0.015733 
[4374]  train-auc:0.858505±0.003676 test-auc:0.815524±0.015732 
[4375]  train-auc:0.858514±0.003675 test-auc:0.815519±0.015732 
[4376]  train-auc:0.858521±0.003678 test-auc:0.815520±0.015738 
[4377]  train-auc:0.858528±0.003676 test-auc:0.815515±0.015735 
[4378]  train-auc:0.858532±0.003677 test-auc:0.815511±0.015737 
[4379]  train-auc:0.858543±0.003678 test-auc:0.815504±0.015737 
[4380]  train-auc:0.858547±0.003679 test-auc:0.815514±0.015731 
[4381]  train-auc:0.858550±0.003677 test-auc:0.815516±0.015732 
[4382]  train-auc:0.858559±0.003676 test-auc:0.815523±0.015734 
[4383]  train-auc:0.858565±0.003678 test-auc:0.815513±0.015734 
[4384]  train-auc:0.858572±0.003675 test-auc:0.815524±0.015739 
[4385]  train-auc:0.858577±0.003675 test-auc:0.815514±0.015740 
[4386]  train-auc:0.858579±0.003677 test-auc:0.815514±0.015739 
[4387]  train-auc:0.858585±0.003674 test-auc:0.815521±0.015741 
[4388]  train-auc:0.858589±0.003676 test-auc:0.815521±0.015738 
[4389]  train-auc:0.858599±0.003674 test-auc:0.815519±0.015738 
[4390]  train-auc:0.858607±0.003675 test-auc:0.815517±0.015744 
[4391]  train-auc:0.858612±0.003676 test-auc:0.815513±0.015744 
[4392]  train-auc:0.858618±0.003678 test-auc:0.815515±0.015743 
[4393]  train-auc:0.858624±0.003679 test-auc:0.815512±0.015743 
[4394]  train-auc:0.858634±0.003673 test-auc:0.815519±0.015755 
[4395]  train-auc:0.858642±0.003675 test-auc:0.815519±0.015756 
[4396]  train-auc:0.858649±0.003668 test-auc:0.815525±0.015761 
[4397]  train-auc:0.858657±0.003665 test-auc:0.815528±0.015759 
[4398]  train-auc:0.858661±0.003660 test-auc:0.815531±0.015760 
[4399]  train-auc:0.858671±0.003654 test-auc:0.815532±0.015769 
[4400]  train-auc:0.858674±0.003654 test-auc:0.815530±0.015761 
[4401]  train-auc:0.858677±0.003654 test-auc:0.815530±0.015765 
[4402]  train-auc:0.858687±0.003650 test-auc:0.815534±0.015766 
[4403]  train-auc:0.858693±0.003654 test-auc:0.815541±0.015747 
[4404]  train-auc:0.858701±0.003653 test-auc:0.815544±0.015754 
[4405]  train-auc:0.858706±0.003656 test-auc:0.815554±0.015760 
[4406]  train-auc:0.858712±0.003658 test-auc:0.815551±0.015759 
[4407]  train-auc:0.858719±0.003654 test-auc:0.815557±0.015767 
[4408]  train-auc:0.858727±0.003658 test-auc:0.815556±0.015774 
[4409]  train-auc:0.858734±0.003660 test-auc:0.815556±0.015768 
[4410]  train-auc:0.858741±0.003661 test-auc:0.815558±0.015776 
[4411]  train-auc:0.858749±0.003660 test-auc:0.815552±0.015774 
[4412]  train-auc:0.858755±0.003660 test-auc:0.815555±0.015770 
[4413]  train-auc:0.858760±0.003663 test-auc:0.815551±0.015773 
[4414]  train-auc:0.858767±0.003665 test-auc:0.815553±0.015783 
[4415]  train-auc:0.858772±0.003665 test-auc:0.815561±0.015783 
[4416]  train-auc:0.858775±0.003667 test-auc:0.815556±0.015785 
[4417]  train-auc:0.858780±0.003668 test-auc:0.815556±0.015791 
[4418]  train-auc:0.858789±0.003668 test-auc:0.815562±0.015788 
[4419]  train-auc:0.858796±0.003666 test-auc:0.815556±0.015779 
[4420]  train-auc:0.858800±0.003666 test-auc:0.815553±0.015778 
[4421]  train-auc:0.858808±0.003662 test-auc:0.815548±0.015770 
[4422]  train-auc:0.858813±0.003662 test-auc:0.815545±0.015763 
[4423]  train-auc:0.858817±0.003665 test-auc:0.815550±0.015761 
[4424]  train-auc:0.858824±0.003663 test-auc:0.815559±0.015767 
[4425]  train-auc:0.858831±0.003659 test-auc:0.815560±0.015770 
[4426]  train-auc:0.858833±0.003658 test-auc:0.815555±0.015776 
[4427]  train-auc:0.858841±0.003655 test-auc:0.815558±0.015776 
[4428]  train-auc:0.858846±0.003654 test-auc:0.815560±0.015783 
[4429]  train-auc:0.858852±0.003655 test-auc:0.815554±0.015782 
[4430]  train-auc:0.858854±0.003652 test-auc:0.815559±0.015785 
[4431]  train-auc:0.858860±0.003655 test-auc:0.815551±0.015786 
[4432]  train-auc:0.858867±0.003655 test-auc:0.815546±0.015793 
[4433]  train-auc:0.858874±0.003653 test-auc:0.815547±0.015793 
[4434]  train-auc:0.858880±0.003656 test-auc:0.815544±0.015800 
[4435]  train-auc:0.858884±0.003657 test-auc:0.815555±0.015805 
[4436]  train-auc:0.858890±0.003657 test-auc:0.815555±0.015803 
[4437]  train-auc:0.858896±0.003658 test-auc:0.815557±0.015807 
[4438]  train-auc:0.858899±0.003661 test-auc:0.815554±0.015802 
[4439]  train-auc:0.858910±0.003663 test-auc:0.815549±0.015793 
[4440]  train-auc:0.858915±0.003664 test-auc:0.815555±0.015802 
[4441]  train-auc:0.858918±0.003663 test-auc:0.815553±0.015808 
[4442]  train-auc:0.858922±0.003661 test-auc:0.815555±0.015806 
[4443]  train-auc:0.858926±0.003659 test-auc:0.815556±0.015811 
[4444]  train-auc:0.858931±0.003662 test-auc:0.815561±0.015805 
[4445]  train-auc:0.858939±0.003664 test-auc:0.815565±0.015799 
[4446]  train-auc:0.858943±0.003664 test-auc:0.815563±0.015807 
[4447]  train-auc:0.858952±0.003664 test-auc:0.815568±0.015813 
[4448]  train-auc:0.858959±0.003660 test-auc:0.815573±0.015822 
[4449]  train-auc:0.858961±0.003662 test-auc:0.815567±0.015811 
[4450]  train-auc:0.858964±0.003662 test-auc:0.815567±0.015807 
[4451]  train-auc:0.858973±0.003663 test-auc:0.815570±0.015807 
[4452]  train-auc:0.858983±0.003665 test-auc:0.815566±0.015794 
[4453]  train-auc:0.858988±0.003668 test-auc:0.815565±0.015795 
[4454]  train-auc:0.858994±0.003667 test-auc:0.815562±0.015796 
[4455]  train-auc:0.859001±0.003665 test-auc:0.815559±0.015793 
[4456]  train-auc:0.859008±0.003665 test-auc:0.815559±0.015792 
[4457]  train-auc:0.859017±0.003665 test-auc:0.815562±0.015792 
[4458]  train-auc:0.859024±0.003661 test-auc:0.815558±0.015802 
[4459]  train-auc:0.859030±0.003664 test-auc:0.815570±0.015804 
[4460]  train-auc:0.859034±0.003662 test-auc:0.815568±0.015801 
[4461]  train-auc:0.859041±0.003658 test-auc:0.815573±0.015803 
[4462]  train-auc:0.859046±0.003655 test-auc:0.815576±0.015805 
[4463]  train-auc:0.859051±0.003652 test-auc:0.815576±0.015810 
[4464]  train-auc:0.859056±0.003651 test-auc:0.815576±0.015803 
[4465]  train-auc:0.859063±0.003652 test-auc:0.815580±0.015798 
[4466]  train-auc:0.859071±0.003653 test-auc:0.815582±0.015789 
[4467]  train-auc:0.859078±0.003656 test-auc:0.815582±0.015782 
[4468]  train-auc:0.859088±0.003653 test-auc:0.815578±0.015791 
[4469]  train-auc:0.859095±0.003652 test-auc:0.815579±0.015797 
[4470]  train-auc:0.859103±0.003652 test-auc:0.815583±0.015790 
[4471]  train-auc:0.859113±0.003650 test-auc:0.815582±0.015803 
[4472]  train-auc:0.859117±0.003649 test-auc:0.815584±0.015798 
[4473]  train-auc:0.859122±0.003646 test-auc:0.815586±0.015798 
[4474]  train-auc:0.859132±0.003644 test-auc:0.815592±0.015790 
[4475]  train-auc:0.859140±0.003644 test-auc:0.815590±0.015789 
[4476]  train-auc:0.859146±0.003640 test-auc:0.815592±0.015787 
[4477]  train-auc:0.859156±0.003638 test-auc:0.815598±0.015805 
[4478]  train-auc:0.859162±0.003637 test-auc:0.815596±0.015794 
[4479]  train-auc:0.859168±0.003637 test-auc:0.815593±0.015788 
[4480]  train-auc:0.859171±0.003638 test-auc:0.815585±0.015783 
[4481]  train-auc:0.859173±0.003636 test-auc:0.815582±0.015786 
[4482]  train-auc:0.859175±0.003635 test-auc:0.815583±0.015785 
[4483]  train-auc:0.859185±0.003640 test-auc:0.815590±0.015786 
[4484]  train-auc:0.859189±0.003638 test-auc:0.815587±0.015790 
[4485]  train-auc:0.859194±0.003638 test-auc:0.815584±0.015796 
[4486]  train-auc:0.859199±0.003640 test-auc:0.815583±0.015801 
[4487]  train-auc:0.859201±0.003640 test-auc:0.815583±0.015803 
[4488]  train-auc:0.859205±0.003643 test-auc:0.815579±0.015803 
[4489]  train-auc:0.859216±0.003642 test-auc:0.815575±0.015809 
[4490]  train-auc:0.859221±0.003638 test-auc:0.815579±0.015814 
[4491]  train-auc:0.859225±0.003638 test-auc:0.815581±0.015820 
[4492]  train-auc:0.859233±0.003637 test-auc:0.815583±0.015810 
[4493]  train-auc:0.859235±0.003637 test-auc:0.815581±0.015811 
[4494]  train-auc:0.859238±0.003640 test-auc:0.815576±0.015804 
[4495]  train-auc:0.859249±0.003643 test-auc:0.815572±0.015795 
[4496]  train-auc:0.859253±0.003643 test-auc:0.815575±0.015788 
[4497]  train-auc:0.859258±0.003642 test-auc:0.815571±0.015787 
[4498]  train-auc:0.859264±0.003642 test-auc:0.815570±0.015796 
[4499]  train-auc:0.859268±0.003641 test-auc:0.815570±0.015802 
[4500]  train-auc:0.859272±0.003645 test-auc:0.815574±0.015796 
[4501]  train-auc:0.859277±0.003647 test-auc:0.815583±0.015797 
[4502]  train-auc:0.859285±0.003646 test-auc:0.815585±0.015788 
[4503]  train-auc:0.859289±0.003650 test-auc:0.815587±0.015781 
[4504]  train-auc:0.859292±0.003649 test-auc:0.815585±0.015775 
[4505]  train-auc:0.859297±0.003645 test-auc:0.815580±0.015768 
[4506]  train-auc:0.859308±0.003640 test-auc:0.815594±0.015776 
[4507]  train-auc:0.859314±0.003644 test-auc:0.815597±0.015771 
[4508]  train-auc:0.859318±0.003646 test-auc:0.815593±0.015772 
[4509]  train-auc:0.859320±0.003646 test-auc:0.815590±0.015774 
[4510]  train-auc:0.859327±0.003647 test-auc:0.815596±0.015770 
[4511]  train-auc:0.859331±0.003648 test-auc:0.815598±0.015763 
[4512]  train-auc:0.859335±0.003646 test-auc:0.815599±0.015771 
[4513]  train-auc:0.859337±0.003643 test-auc:0.815598±0.015768 
[4514]  train-auc:0.859342±0.003638 test-auc:0.815603±0.015781 
[4515]  train-auc:0.859343±0.003638 test-auc:0.815605±0.015786 
[4516]  train-auc:0.859346±0.003638 test-auc:0.815611±0.015786 
[4517]  train-auc:0.859351±0.003639 test-auc:0.815612±0.015789 
[4518]  train-auc:0.859358±0.003637 test-auc:0.815606±0.015789 
[4519]  train-auc:0.859363±0.003638 test-auc:0.815599±0.015786 
[4520]  train-auc:0.859368±0.003634 test-auc:0.815606±0.015790 
[4521]  train-auc:0.859375±0.003637 test-auc:0.815610±0.015784 
[4522]  train-auc:0.859379±0.003638 test-auc:0.815606±0.015784 
[4523]  train-auc:0.859385±0.003640 test-auc:0.815603±0.015788 
[4524]  train-auc:0.859392±0.003640 test-auc:0.815599±0.015784 
[4525]  train-auc:0.859396±0.003639 test-auc:0.815605±0.015784 
[4526]  train-auc:0.859404±0.003640 test-auc:0.815611±0.015790 
[4527]  train-auc:0.859408±0.003640 test-auc:0.815617±0.015790 
[4528]  train-auc:0.859413±0.003638 test-auc:0.815611±0.015790 
[4529]  train-auc:0.859420±0.003634 test-auc:0.815617±0.015791 
[4530]  train-auc:0.859425±0.003636 test-auc:0.815619±0.015787 
[4531]  train-auc:0.859431±0.003637 test-auc:0.815621±0.015790 
[4532]  train-auc:0.859433±0.003638 test-auc:0.815627±0.015795 
[4533]  train-auc:0.859436±0.003639 test-auc:0.815632±0.015794 
[4534]  train-auc:0.859443±0.003638 test-auc:0.815629±0.015791 
[4535]  train-auc:0.859450±0.003638 test-auc:0.815632±0.015789 
[4536]  train-auc:0.859454±0.003641 test-auc:0.815635±0.015775 
[4537]  train-auc:0.859457±0.003637 test-auc:0.815632±0.015781 
[4538]  train-auc:0.859463±0.003638 test-auc:0.815642±0.015777 
[4539]  train-auc:0.859470±0.003639 test-auc:0.815639±0.015785 
[4540]  train-auc:0.859480±0.003635 test-auc:0.815651±0.015783 
[4541]  train-auc:0.859485±0.003638 test-auc:0.815650±0.015782 
[4542]  train-auc:0.859490±0.003638 test-auc:0.815657±0.015785 
[4543]  train-auc:0.859495±0.003638 test-auc:0.815659±0.015782 
[4544]  train-auc:0.859501±0.003641 test-auc:0.815657±0.015784 
[4545]  train-auc:0.859504±0.003642 test-auc:0.815652±0.015784 
[4546]  train-auc:0.859507±0.003642 test-auc:0.815662±0.015792 
[4547]  train-auc:0.859516±0.003639 test-auc:0.815671±0.015794 
[4548]  train-auc:0.859522±0.003638 test-auc:0.815666±0.015790 
[4549]  train-auc:0.859526±0.003638 test-auc:0.815663±0.015792 
[4550]  train-auc:0.859529±0.003638 test-auc:0.815664±0.015796 
[4551]  train-auc:0.859532±0.003636 test-auc:0.815660±0.015791 
[4552]  train-auc:0.859538±0.003637 test-auc:0.815669±0.015784 
[4553]  train-auc:0.859546±0.003637 test-auc:0.815668±0.015788 
[4554]  train-auc:0.859550±0.003640 test-auc:0.815671±0.015783 
[4555]  train-auc:0.859552±0.003641 test-auc:0.815674±0.015785 
[4556]  train-auc:0.859555±0.003640 test-auc:0.815665±0.015793 
[4557]  train-auc:0.859560±0.003639 test-auc:0.815670±0.015804 
[4558]  train-auc:0.859566±0.003639 test-auc:0.815665±0.015804 
[4559]  train-auc:0.859570±0.003641 test-auc:0.815671±0.015799 
[4560]  train-auc:0.859577±0.003641 test-auc:0.815667±0.015801 
[4561]  train-auc:0.859580±0.003641 test-auc:0.815667±0.015807 
[4562]  train-auc:0.859588±0.003642 test-auc:0.815678±0.015817 
[4563]  train-auc:0.859591±0.003643 test-auc:0.815671±0.015819 
[4564]  train-auc:0.859598±0.003642 test-auc:0.815680±0.015822 
[4565]  train-auc:0.859604±0.003642 test-auc:0.815678±0.015824 
[4566]  train-auc:0.859610±0.003641 test-auc:0.815682±0.015833 
[4567]  train-auc:0.859618±0.003644 test-auc:0.815683±0.015830 
[4568]  train-auc:0.859626±0.003643 test-auc:0.815688±0.015825 
[4569]  train-auc:0.859629±0.003643 test-auc:0.815691±0.015823 
[4570]  train-auc:0.859633±0.003642 test-auc:0.815693±0.015823 
[4571]  train-auc:0.859643±0.003642 test-auc:0.815699±0.015825 
[4572]  train-auc:0.859649±0.003644 test-auc:0.815705±0.015816 
[4573]  train-auc:0.859660±0.003647 test-auc:0.815712±0.015818 
[4574]  train-auc:0.859664±0.003647 test-auc:0.815712±0.015805 
[4575]  train-auc:0.859669±0.003649 test-auc:0.815711±0.015806 
[4576]  train-auc:0.859677±0.003652 test-auc:0.815710±0.015807 
[4577]  train-auc:0.859684±0.003652 test-auc:0.815716±0.015798 
[4578]  train-auc:0.859691±0.003652 test-auc:0.815711±0.015796 
[4579]  train-auc:0.859696±0.003655 test-auc:0.815710±0.015798 
[4580]  train-auc:0.859701±0.003657 test-auc:0.815708±0.015798 
[4581]  train-auc:0.859705±0.003656 test-auc:0.815708±0.015799 
[4582]  train-auc:0.859708±0.003656 test-auc:0.815707±0.015794 
[4583]  train-auc:0.859712±0.003657 test-auc:0.815713±0.015798 
[4584]  train-auc:0.859715±0.003657 test-auc:0.815715±0.015799 
[4585]  train-auc:0.859720±0.003658 test-auc:0.815715±0.015797 
[4586]  train-auc:0.859722±0.003656 test-auc:0.815715±0.015799 
[4587]  train-auc:0.859726±0.003657 test-auc:0.815712±0.015802 
[4588]  train-auc:0.859734±0.003655 test-auc:0.815716±0.015795 
[4589]  train-auc:0.859743±0.003660 test-auc:0.815716±0.015798 
[4590]  train-auc:0.859746±0.003658 test-auc:0.815715±0.015801 
[4591]  train-auc:0.859751±0.003658 test-auc:0.815730±0.015797 
[4592]  train-auc:0.859756±0.003660 test-auc:0.815732±0.015793 
[4593]  train-auc:0.859763±0.003660 test-auc:0.815732±0.015794 
[4594]  train-auc:0.859770±0.003659 test-auc:0.815725±0.015786 
[4595]  train-auc:0.859776±0.003660 test-auc:0.815725±0.015782 
[4596]  train-auc:0.859783±0.003661 test-auc:0.815732±0.015770 
[4597]  train-auc:0.859789±0.003659 test-auc:0.815729±0.015772 
[4598]  train-auc:0.859794±0.003658 test-auc:0.815736±0.015774 
[4599]  train-auc:0.859801±0.003659 test-auc:0.815736±0.015777 
[4600]  train-auc:0.859812±0.003656 test-auc:0.815735±0.015781 
[4601]  train-auc:0.859818±0.003654 test-auc:0.815740±0.015785 
[4602]  train-auc:0.859822±0.003655 test-auc:0.815736±0.015785 
[4603]  train-auc:0.859824±0.003656 test-auc:0.815738±0.015788 
[4604]  train-auc:0.859827±0.003655 test-auc:0.815739±0.015788 
[4605]  train-auc:0.859830±0.003655 test-auc:0.815740±0.015788 
[4606]  train-auc:0.859832±0.003656 test-auc:0.815741±0.015782 
[4607]  train-auc:0.859838±0.003656 test-auc:0.815739±0.015783 
[4608]  train-auc:0.859840±0.003656 test-auc:0.815735±0.015791 
[4609]  train-auc:0.859842±0.003656 test-auc:0.815738±0.015788 
[4610]  train-auc:0.859848±0.003657 test-auc:0.815738±0.015791 
[4611]  train-auc:0.859853±0.003657 test-auc:0.815737±0.015797 
[4612]  train-auc:0.859858±0.003655 test-auc:0.815737±0.015791 
[4613]  train-auc:0.859864±0.003656 test-auc:0.815736±0.015793 
[4614]  train-auc:0.859870±0.003655 test-auc:0.815741±0.015797 
[4615]  train-auc:0.859878±0.003653 test-auc:0.815746±0.015800 
[4616]  train-auc:0.859882±0.003654 test-auc:0.815747±0.015795 
[4617]  train-auc:0.859886±0.003654 test-auc:0.815742±0.015792 
[4618]  train-auc:0.859893±0.003653 test-auc:0.815740±0.015794 
[4619]  train-auc:0.859896±0.003652 test-auc:0.815744±0.015790 
[4620]  train-auc:0.859900±0.003649 test-auc:0.815751±0.015789 
[4621]  train-auc:0.859902±0.003651 test-auc:0.815746±0.015796 
[4622]  train-auc:0.859905±0.003651 test-auc:0.815753±0.015794 
[4623]  train-auc:0.859907±0.003649 test-auc:0.815756±0.015799 
[4624]  train-auc:0.859912±0.003651 test-auc:0.815756±0.015804 
[4625]  train-auc:0.859915±0.003654 test-auc:0.815749±0.015801 
[4626]  train-auc:0.859918±0.003659 test-auc:0.815754±0.015793 
[4627]  train-auc:0.859927±0.003657 test-auc:0.815758±0.015786 
[4628]  train-auc:0.859929±0.003657 test-auc:0.815759±0.015783 
[4629]  train-auc:0.859938±0.003656 test-auc:0.815759±0.015787 
[4630]  train-auc:0.859947±0.003653 test-auc:0.815765±0.015787 
[4631]  train-auc:0.859954±0.003653 test-auc:0.815767±0.015785 
[4632]  train-auc:0.859959±0.003652 test-auc:0.815768±0.015780 
[4633]  train-auc:0.859966±0.003650 test-auc:0.815768±0.015782 
[4634]  train-auc:0.859979±0.003646 test-auc:0.815766±0.015781 
[4635]  train-auc:0.859984±0.003647 test-auc:0.815768±0.015786 
[4636]  train-auc:0.859993±0.003646 test-auc:0.815763±0.015790 
[4637]  train-auc:0.859995±0.003646 test-auc:0.815766±0.015790 
[4638]  train-auc:0.860008±0.003649 test-auc:0.815776±0.015794 
[4639]  train-auc:0.860013±0.003649 test-auc:0.815785±0.015787 
[4640]  train-auc:0.860017±0.003648 test-auc:0.815787±0.015791 
[4641]  train-auc:0.860022±0.003647 test-auc:0.815781±0.015794 
[4642]  train-auc:0.860030±0.003645 test-auc:0.815785±0.015786 
[4643]  train-auc:0.860037±0.003646 test-auc:0.815786±0.015787 
[4644]  train-auc:0.860043±0.003648 test-auc:0.815788±0.015789 
[4645]  train-auc:0.860049±0.003648 test-auc:0.815788±0.015792 
[4646]  train-auc:0.860053±0.003648 test-auc:0.815799±0.015799 
[4647]  train-auc:0.860058±0.003647 test-auc:0.815798±0.015798 
[4648]  train-auc:0.860067±0.003648 test-auc:0.815809±0.015784 
[4649]  train-auc:0.860073±0.003650 test-auc:0.815808±0.015781 
[4650]  train-auc:0.860076±0.003650 test-auc:0.815808±0.015783 
[4651]  train-auc:0.860080±0.003649 test-auc:0.815812±0.015781 
[4652]  train-auc:0.860090±0.003655 test-auc:0.815818±0.015776 
[4653]  train-auc:0.860095±0.003652 test-auc:0.815824±0.015777 
[4654]  train-auc:0.860097±0.003655 test-auc:0.815819±0.015776 
[4655]  train-auc:0.860102±0.003657 test-auc:0.815817±0.015777 
[4656]  train-auc:0.860109±0.003656 test-auc:0.815816±0.015783 
[4657]  train-auc:0.860117±0.003654 test-auc:0.815818±0.015780 
[4658]  train-auc:0.860121±0.003653 test-auc:0.815817±0.015783 
[4659]  train-auc:0.860129±0.003653 test-auc:0.815816±0.015782 
[4660]  train-auc:0.860139±0.003650 test-auc:0.815822±0.015788 
[4661]  train-auc:0.860146±0.003652 test-auc:0.815827±0.015784 
[4662]  train-auc:0.860154±0.003651 test-auc:0.815833±0.015784 
[4663]  train-auc:0.860163±0.003650 test-auc:0.815832±0.015801 
[4664]  train-auc:0.860172±0.003650 test-auc:0.815841±0.015796 
[4665]  train-auc:0.860178±0.003649 test-auc:0.815846±0.015803 
[4666]  train-auc:0.860186±0.003649 test-auc:0.815843±0.015800 
[4667]  train-auc:0.860193±0.003648 test-auc:0.815845±0.015807 
[4668]  train-auc:0.860195±0.003646 test-auc:0.815844±0.015806 
[4669]  train-auc:0.860200±0.003644 test-auc:0.815840±0.015809 
[4670]  train-auc:0.860207±0.003644 test-auc:0.815847±0.015805 
[4671]  train-auc:0.860217±0.003641 test-auc:0.815853±0.015809 
[4672]  train-auc:0.860222±0.003639 test-auc:0.815855±0.015810 
[4673]  train-auc:0.860227±0.003640 test-auc:0.815854±0.015805 
[4674]  train-auc:0.860233±0.003641 test-auc:0.815853±0.015804 
[4675]  train-auc:0.860242±0.003642 test-auc:0.815846±0.015798 
[4676]  train-auc:0.860245±0.003642 test-auc:0.815841±0.015801 
[4677]  train-auc:0.860255±0.003645 test-auc:0.815848±0.015799 
[4678]  train-auc:0.860261±0.003643 test-auc:0.815859±0.015797 
[4679]  train-auc:0.860265±0.003642 test-auc:0.815862±0.015802 
[4680]  train-auc:0.860274±0.003640 test-auc:0.815870±0.015796 
[4681]  train-auc:0.860279±0.003638 test-auc:0.815874±0.015800 
[4682]  train-auc:0.860284±0.003636 test-auc:0.815875±0.015810 
[4683]  train-auc:0.860285±0.003634 test-auc:0.815873±0.015806 
[4684]  train-auc:0.860294±0.003631 test-auc:0.815878±0.015804 
[4685]  train-auc:0.860299±0.003636 test-auc:0.815882±0.015800 
[4686]  train-auc:0.860305±0.003635 test-auc:0.815881±0.015801 
[4687]  train-auc:0.860314±0.003633 test-auc:0.815877±0.015805 
[4688]  train-auc:0.860323±0.003627 test-auc:0.815875±0.015813 
[4689]  train-auc:0.860331±0.003622 test-auc:0.815874±0.015805 
[4690]  train-auc:0.860336±0.003623 test-auc:0.815873±0.015807 
[4691]  train-auc:0.860342±0.003624 test-auc:0.815875±0.015815 
[4692]  train-auc:0.860350±0.003622 test-auc:0.815872±0.015827 
[4693]  train-auc:0.860352±0.003623 test-auc:0.815876±0.015822 
[4694]  train-auc:0.860365±0.003619 test-auc:0.815875±0.015819 
[4695]  train-auc:0.860373±0.003617 test-auc:0.815881±0.015819 
[4696]  train-auc:0.860376±0.003612 test-auc:0.815884±0.015825 
[4697]  train-auc:0.860383±0.003613 test-auc:0.815882±0.015826 
[4698]  train-auc:0.860387±0.003611 test-auc:0.815885±0.015831 
[4699]  train-auc:0.860395±0.003611 test-auc:0.815886±0.015837 
[4700]  train-auc:0.860402±0.003613 test-auc:0.815890±0.015827 
[4701]  train-auc:0.860409±0.003612 test-auc:0.815894±0.015837 
[4702]  train-auc:0.860416±0.003612 test-auc:0.815891±0.015840 
[4703]  train-auc:0.860421±0.003609 test-auc:0.815889±0.015838 
[4704]  train-auc:0.860430±0.003605 test-auc:0.815895±0.015834 
[4705]  train-auc:0.860433±0.003606 test-auc:0.815892±0.015836 
[4706]  train-auc:0.860440±0.003606 test-auc:0.815898±0.015840 
[4707]  train-auc:0.860444±0.003607 test-auc:0.815914±0.015843 
[4708]  train-auc:0.860453±0.003608 test-auc:0.815923±0.015842 
[4709]  train-auc:0.860462±0.003606 test-auc:0.815928±0.015838 
[4710]  train-auc:0.860465±0.003608 test-auc:0.815930±0.015838 
[4711]  train-auc:0.860472±0.003608 test-auc:0.815924±0.015839 
[4712]  train-auc:0.860477±0.003605 test-auc:0.815924±0.015836 
[4713]  train-auc:0.860482±0.003605 test-auc:0.815922±0.015839 
[4714]  train-auc:0.860490±0.003608 test-auc:0.815919±0.015839 
[4715]  train-auc:0.860498±0.003607 test-auc:0.815924±0.015849 
[4716]  train-auc:0.860503±0.003609 test-auc:0.815924±0.015840 
[4717]  train-auc:0.860511±0.003608 test-auc:0.815927±0.015845 
[4718]  train-auc:0.860516±0.003609 test-auc:0.815932±0.015849 
[4719]  train-auc:0.860519±0.003609 test-auc:0.815943±0.015853 
[4720]  train-auc:0.860526±0.003610 test-auc:0.815941±0.015850 
[4721]  train-auc:0.860530±0.003610 test-auc:0.815936±0.015864 
[4722]  train-auc:0.860533±0.003611 test-auc:0.815948±0.015875 
[4723]  train-auc:0.860537±0.003611 test-auc:0.815948±0.015880 
[4724]  train-auc:0.860546±0.003609 test-auc:0.815949±0.015872 
[4725]  train-auc:0.860557±0.003608 test-auc:0.815949±0.015869 
[4726]  train-auc:0.860564±0.003606 test-auc:0.815963±0.015885 
[4727]  train-auc:0.860571±0.003605 test-auc:0.815966±0.015881 
[4728]  train-auc:0.860575±0.003606 test-auc:0.815964±0.015886 
[4729]  train-auc:0.860583±0.003603 test-auc:0.815965±0.015886 
[4730]  train-auc:0.860589±0.003604 test-auc:0.815964±0.015889 
[4731]  train-auc:0.860599±0.003603 test-auc:0.815963±0.015881 
[4732]  train-auc:0.860610±0.003601 test-auc:0.815957±0.015873 
[4733]  train-auc:0.860615±0.003602 test-auc:0.815952±0.015883 
[4734]  train-auc:0.860620±0.003604 test-auc:0.815956±0.015883 
[4735]  train-auc:0.860624±0.003604 test-auc:0.815956±0.015890 
[4736]  train-auc:0.860628±0.003603 test-auc:0.815958±0.015890 
[4737]  train-auc:0.860634±0.003604 test-auc:0.815960±0.015900 
[4738]  train-auc:0.860640±0.003601 test-auc:0.815966±0.015903 
[4739]  train-auc:0.860646±0.003600 test-auc:0.815973±0.015902 
[4740]  train-auc:0.860653±0.003598 test-auc:0.815975±0.015902 
[4741]  train-auc:0.860657±0.003600 test-auc:0.815977±0.015896 
[4742]  train-auc:0.860664±0.003602 test-auc:0.815978±0.015901 
[4743]  train-auc:0.860672±0.003599 test-auc:0.815975±0.015907 
[4744]  train-auc:0.860674±0.003597 test-auc:0.815980±0.015911 
[4745]  train-auc:0.860686±0.003599 test-auc:0.815978±0.015906 
[4746]  train-auc:0.860690±0.003595 test-auc:0.815979±0.015899 
[4747]  train-auc:0.860695±0.003594 test-auc:0.815977±0.015899 
[4748]  train-auc:0.860704±0.003591 test-auc:0.815983±0.015910 
[4749]  train-auc:0.860708±0.003589 test-auc:0.815979±0.015904 
[4750]  train-auc:0.860713±0.003586 test-auc:0.815986±0.015907 
[4751]  train-auc:0.860720±0.003584 test-auc:0.815991±0.015902 
[4752]  train-auc:0.860726±0.003587 test-auc:0.816000±0.015908 
[4753]  train-auc:0.860733±0.003586 test-auc:0.816002±0.015908 
[4754]  train-auc:0.860738±0.003585 test-auc:0.815997±0.015907 
[4755]  train-auc:0.860742±0.003585 test-auc:0.816002±0.015905 
[4756]  train-auc:0.860747±0.003583 test-auc:0.815997±0.015907 
[4757]  train-auc:0.860751±0.003583 test-auc:0.816001±0.015913 
[4758]  train-auc:0.860759±0.003581 test-auc:0.816006±0.015915 
[4759]  train-auc:0.860765±0.003584 test-auc:0.816003±0.015924 
[4760]  train-auc:0.860769±0.003583 test-auc:0.816006±0.015928 
[4761]  train-auc:0.860779±0.003577 test-auc:0.816007±0.015917 
[4762]  train-auc:0.860781±0.003577 test-auc:0.816012±0.015917 
[4763]  train-auc:0.860789±0.003579 test-auc:0.816009±0.015919 
[4764]  train-auc:0.860796±0.003576 test-auc:0.816008±0.015921 
[4765]  train-auc:0.860801±0.003577 test-auc:0.816011±0.015927 
[4766]  train-auc:0.860806±0.003576 test-auc:0.816015±0.015920 
[4767]  train-auc:0.860813±0.003575 test-auc:0.816022±0.015923 
[4768]  train-auc:0.860820±0.003572 test-auc:0.816021±0.015918 
[4769]  train-auc:0.860827±0.003570 test-auc:0.816022±0.015914 
[4770]  train-auc:0.860831±0.003567 test-auc:0.816024±0.015923 
[4771]  train-auc:0.860837±0.003564 test-auc:0.816023±0.015924 
[4772]  train-auc:0.860841±0.003568 test-auc:0.816022±0.015918 
[4773]  train-auc:0.860846±0.003565 test-auc:0.816016±0.015918 
[4774]  train-auc:0.860852±0.003567 test-auc:0.816024±0.015910 
[4775]  train-auc:0.860860±0.003566 test-auc:0.816025±0.015917 
[4776]  train-auc:0.860861±0.003567 test-auc:0.816029±0.015916 
[4777]  train-auc:0.860868±0.003566 test-auc:0.816030±0.015924 
[4778]  train-auc:0.860876±0.003567 test-auc:0.816038±0.015910 
[4779]  train-auc:0.860880±0.003566 test-auc:0.816036±0.015914 
[4780]  train-auc:0.860887±0.003564 test-auc:0.816038±0.015925 
[4781]  train-auc:0.860890±0.003562 test-auc:0.816035±0.015926 
[4782]  train-auc:0.860899±0.003566 test-auc:0.816042±0.015926 
[4783]  train-auc:0.860901±0.003566 test-auc:0.816045±0.015926 
[4784]  train-auc:0.860906±0.003565 test-auc:0.816042±0.015931 
[4785]  train-auc:0.860908±0.003565 test-auc:0.816044±0.015939 
[4786]  train-auc:0.860913±0.003566 test-auc:0.816041±0.015941 
[4787]  train-auc:0.860921±0.003564 test-auc:0.816047±0.015939 
[4788]  train-auc:0.860926±0.003562 test-auc:0.816047±0.015935 
[4789]  train-auc:0.860934±0.003563 test-auc:0.816049±0.015939 
[4790]  train-auc:0.860941±0.003563 test-auc:0.816047±0.015943 
[4791]  train-auc:0.860945±0.003561 test-auc:0.816052±0.015949 
[4792]  train-auc:0.860951±0.003562 test-auc:0.816049±0.015939 
[4793]  train-auc:0.860955±0.003559 test-auc:0.816057±0.015932 
[4794]  train-auc:0.860961±0.003559 test-auc:0.816061±0.015935 
[4795]  train-auc:0.860966±0.003561 test-auc:0.816063±0.015928 
[4796]  train-auc:0.860972±0.003559 test-auc:0.816061±0.015931 
[4797]  train-auc:0.860982±0.003554 test-auc:0.816062±0.015929 
[4798]  train-auc:0.860987±0.003553 test-auc:0.816066±0.015934 
[4799]  train-auc:0.860990±0.003553 test-auc:0.816066±0.015938 
[4800]  train-auc:0.860997±0.003554 test-auc:0.816066±0.015939 
[4801]  train-auc:0.861004±0.003558 test-auc:0.816077±0.015939 
[4802]  train-auc:0.861010±0.003558 test-auc:0.816076±0.015934 
[4803]  train-auc:0.861014±0.003559 test-auc:0.816085±0.015933 
[4804]  train-auc:0.861019±0.003561 test-auc:0.816086±0.015942 
[4805]  train-auc:0.861031±0.003562 test-auc:0.816086±0.015950 
[4806]  train-auc:0.861041±0.003559 test-auc:0.816089±0.015946 
[4807]  train-auc:0.861048±0.003556 test-auc:0.816092±0.015953 
[4808]  train-auc:0.861053±0.003558 test-auc:0.816082±0.015955 
[4809]  train-auc:0.861058±0.003559 test-auc:0.816085±0.015957 
[4810]  train-auc:0.861062±0.003562 test-auc:0.816086±0.015951 
[4811]  train-auc:0.861068±0.003564 test-auc:0.816090±0.015948 
[4812]  train-auc:0.861075±0.003561 test-auc:0.816090±0.015947 
[4813]  train-auc:0.861085±0.003562 test-auc:0.816093±0.015947 
[4814]  train-auc:0.861091±0.003563 test-auc:0.816090±0.015950 
[4815]  train-auc:0.861096±0.003561 test-auc:0.816096±0.015949 
[4816]  train-auc:0.861102±0.003562 test-auc:0.816096±0.015939 
[4817]  train-auc:0.861110±0.003564 test-auc:0.816092±0.015942 
[4818]  train-auc:0.861116±0.003563 test-auc:0.816101±0.015952 
[4819]  train-auc:0.861122±0.003568 test-auc:0.816103±0.015959 
[4820]  train-auc:0.861128±0.003569 test-auc:0.816105±0.015958 
[4821]  train-auc:0.861138±0.003566 test-auc:0.816108±0.015956 
[4822]  train-auc:0.861144±0.003569 test-auc:0.816116±0.015958 
[4823]  train-auc:0.861153±0.003568 test-auc:0.816121±0.015956 
[4824]  train-auc:0.861161±0.003570 test-auc:0.816117±0.015946 
[4825]  train-auc:0.861170±0.003567 test-auc:0.816119±0.015952 
[4826]  train-auc:0.861175±0.003567 test-auc:0.816128±0.015953 
[4827]  train-auc:0.861183±0.003574 test-auc:0.816138±0.015957 
[4828]  train-auc:0.861187±0.003572 test-auc:0.816138±0.015953 
[4829]  train-auc:0.861190±0.003575 test-auc:0.816138±0.015959 
[4830]  train-auc:0.861195±0.003578 test-auc:0.816142±0.015957 
[4831]  train-auc:0.861202±0.003580 test-auc:0.816147±0.015955 
[4832]  train-auc:0.861208±0.003578 test-auc:0.816149±0.015944 
[4833]  train-auc:0.861215±0.003575 test-auc:0.816150±0.015955 
[4834]  train-auc:0.861222±0.003579 test-auc:0.816152±0.015951 
[4835]  train-auc:0.861227±0.003581 test-auc:0.816160±0.015950 
[4836]  train-auc:0.861233±0.003579 test-auc:0.816169±0.015950 
[4837]  train-auc:0.861237±0.003577 test-auc:0.816169±0.015955 
[4838]  train-auc:0.861248±0.003580 test-auc:0.816170±0.015961 
[4839]  train-auc:0.861252±0.003584 test-auc:0.816177±0.015960 
[4840]  train-auc:0.861262±0.003581 test-auc:0.816174±0.015959 
[4841]  train-auc:0.861272±0.003578 test-auc:0.816176±0.015965 
[4842]  train-auc:0.861279±0.003579 test-auc:0.816169±0.015960 
[4843]  train-auc:0.861285±0.003581 test-auc:0.816174±0.015967 
[4844]  train-auc:0.861290±0.003581 test-auc:0.816172±0.015961 
[4845]  train-auc:0.861297±0.003582 test-auc:0.816174±0.015965 
[4846]  train-auc:0.861304±0.003580 test-auc:0.816172±0.015953 
[4847]  train-auc:0.861311±0.003583 test-auc:0.816176±0.015959 
[4848]  train-auc:0.861319±0.003586 test-auc:0.816180±0.015946 
[4849]  train-auc:0.861325±0.003584 test-auc:0.816183±0.015949 
[4850]  train-auc:0.861333±0.003580 test-auc:0.816185±0.015959 
[4851]  train-auc:0.861339±0.003581 test-auc:0.816195±0.015959 
[4852]  train-auc:0.861348±0.003581 test-auc:0.816196±0.015953 
[4853]  train-auc:0.861353±0.003582 test-auc:0.816198±0.015948 
[4854]  train-auc:0.861361±0.003587 test-auc:0.816191±0.015964 
[4855]  train-auc:0.861366±0.003586 test-auc:0.816189±0.015965 
[4856]  train-auc:0.861370±0.003585 test-auc:0.816193±0.015971 
[4857]  train-auc:0.861377±0.003583 test-auc:0.816194±0.015965 
[4858]  train-auc:0.861381±0.003584 test-auc:0.816199±0.015969 
[4859]  train-auc:0.861386±0.003583 test-auc:0.816190±0.015970 
[4860]  train-auc:0.861392±0.003580 test-auc:0.816197±0.015973 
[4861]  train-auc:0.861400±0.003581 test-auc:0.816197±0.015975 
[4862]  train-auc:0.861405±0.003581 test-auc:0.816203±0.015972 
[4863]  train-auc:0.861413±0.003579 test-auc:0.816201±0.015976 
[4864]  train-auc:0.861418±0.003579 test-auc:0.816198±0.015974 
[4865]  train-auc:0.861423±0.003581 test-auc:0.816200±0.015968 
[4866]  train-auc:0.861427±0.003584 test-auc:0.816210±0.015961 
[4867]  train-auc:0.861435±0.003586 test-auc:0.816214±0.015963 
[4868]  train-auc:0.861443±0.003584 test-auc:0.816216±0.015955 
[4869]  train-auc:0.861446±0.003585 test-auc:0.816222±0.015952 
[4870]  train-auc:0.861451±0.003585 test-auc:0.816224±0.015953 
[4871]  train-auc:0.861456±0.003584 test-auc:0.816229±0.015957 
[4872]  train-auc:0.861464±0.003585 test-auc:0.816224±0.015959 
[4873]  train-auc:0.861473±0.003590 test-auc:0.816227±0.015960 
[4874]  train-auc:0.861481±0.003589 test-auc:0.816225±0.015963 
[4875]  train-auc:0.861487±0.003590 test-auc:0.816231±0.015964 
[4876]  train-auc:0.861495±0.003589 test-auc:0.816226±0.015968 
[4877]  train-auc:0.861501±0.003592 test-auc:0.816220±0.015976 
[4878]  train-auc:0.861505±0.003592 test-auc:0.816224±0.015977 
[4879]  train-auc:0.861511±0.003594 test-auc:0.816227±0.015980 
[4880]  train-auc:0.861518±0.003589 test-auc:0.816234±0.015985 
[4881]  train-auc:0.861523±0.003588 test-auc:0.816240±0.015989 
[4882]  train-auc:0.861531±0.003587 test-auc:0.816239±0.015992 
[4883]  train-auc:0.861538±0.003587 test-auc:0.816252±0.016001 
[4884]  train-auc:0.861545±0.003586 test-auc:0.816256±0.015990 
[4885]  train-auc:0.861549±0.003585 test-auc:0.816260±0.015989 
[4886]  train-auc:0.861558±0.003585 test-auc:0.816271±0.015989 
[4887]  train-auc:0.861561±0.003584 test-auc:0.816266±0.015989 
[4888]  train-auc:0.861570±0.003585 test-auc:0.816272±0.015998 
[4889]  train-auc:0.861578±0.003586 test-auc:0.816282±0.016002 
[4890]  train-auc:0.861586±0.003584 test-auc:0.816287±0.016002 
[4891]  train-auc:0.861594±0.003586 test-auc:0.816294±0.016005 
[4892]  train-auc:0.861600±0.003584 test-auc:0.816305±0.016000 
[4893]  train-auc:0.861608±0.003582 test-auc:0.816303±0.016009 
[4894]  train-auc:0.861615±0.003583 test-auc:0.816303±0.016006 
[4895]  train-auc:0.861623±0.003585 test-auc:0.816299±0.016010 
[4896]  train-auc:0.861628±0.003586 test-auc:0.816302±0.016004 
[4897]  train-auc:0.861634±0.003586 test-auc:0.816293±0.016000 
[4898]  train-auc:0.861640±0.003586 test-auc:0.816295±0.016000 
[4899]  train-auc:0.861646±0.003585 test-auc:0.816300±0.016004 
[4900]  train-auc:0.861653±0.003584 test-auc:0.816294±0.016009 
[4901]  train-auc:0.861658±0.003584 test-auc:0.816295±0.016008 
[4902]  train-auc:0.861664±0.003586 test-auc:0.816288±0.016009 
[4903]  train-auc:0.861671±0.003584 test-auc:0.816296±0.015998 
[4904]  train-auc:0.861677±0.003583 test-auc:0.816297±0.015996 
[4905]  train-auc:0.861681±0.003581 test-auc:0.816303±0.015997 
[4906]  train-auc:0.861686±0.003583 test-auc:0.816308±0.015988 
[4907]  train-auc:0.861690±0.003582 test-auc:0.816306±0.015988 
[4908]  train-auc:0.861697±0.003582 test-auc:0.816311±0.015989 
[4909]  train-auc:0.861704±0.003583 test-auc:0.816315±0.016003 
[4910]  train-auc:0.861710±0.003580 test-auc:0.816328±0.015992 
[4911]  train-auc:0.861722±0.003581 test-auc:0.816329±0.015992 
[4912]  train-auc:0.861726±0.003579 test-auc:0.816333±0.015981 
[4913]  train-auc:0.861734±0.003582 test-auc:0.816337±0.015984 
[4914]  train-auc:0.861741±0.003576 test-auc:0.816338±0.015990 
[4915]  train-auc:0.861747±0.003575 test-auc:0.816340±0.016000 
[4916]  train-auc:0.861755±0.003571 test-auc:0.816341±0.015993 
[4917]  train-auc:0.861759±0.003571 test-auc:0.816342±0.015991 
[4918]  train-auc:0.861764±0.003572 test-auc:0.816348±0.015991 
[4919]  train-auc:0.861771±0.003572 test-auc:0.816351±0.015989 
[4920]  train-auc:0.861777±0.003569 test-auc:0.816347±0.015997 
[4921]  train-auc:0.861782±0.003567 test-auc:0.816346±0.015992 
[4922]  train-auc:0.861791±0.003567 test-auc:0.816342±0.015994 
[4923]  train-auc:0.861798±0.003566 test-auc:0.816341±0.016000 
[4924]  train-auc:0.861804±0.003567 test-auc:0.816349±0.016010 
[4925]  train-auc:0.861810±0.003567 test-auc:0.816352±0.016004 
[4926]  train-auc:0.861813±0.003567 test-auc:0.816353±0.016003 
[4927]  train-auc:0.861820±0.003566 test-auc:0.816361±0.016010 
[4928]  train-auc:0.861830±0.003564 test-auc:0.816362±0.016015 
[4929]  train-auc:0.861835±0.003562 test-auc:0.816362±0.016012 
[4930]  train-auc:0.861845±0.003561 test-auc:0.816371±0.016007 
[4931]  train-auc:0.861849±0.003563 test-auc:0.816374±0.016002 
[4932]  train-auc:0.861854±0.003562 test-auc:0.816376±0.016000 
[4933]  train-auc:0.861865±0.003560 test-auc:0.816375±0.016007 
[4934]  train-auc:0.861871±0.003562 test-auc:0.816377±0.016015 
[4935]  train-auc:0.861877±0.003561 test-auc:0.816374±0.016006 
[4936]  train-auc:0.861885±0.003559 test-auc:0.816376±0.016004 
[4937]  train-auc:0.861896±0.003561 test-auc:0.816376±0.016010 
[4938]  train-auc:0.861903±0.003558 test-auc:0.816382±0.016009 
[4939]  train-auc:0.861906±0.003558 test-auc:0.816382±0.016009 
[4940]  train-auc:0.861913±0.003559 test-auc:0.816372±0.016010 
[4941]  train-auc:0.861920±0.003560 test-auc:0.816382±0.016011 
[4942]  train-auc:0.861926±0.003565 test-auc:0.816387±0.016012 
[4943]  train-auc:0.861933±0.003564 test-auc:0.816380±0.016007 
[4944]  train-auc:0.861940±0.003564 test-auc:0.816376±0.016011 
[4945]  train-auc:0.861943±0.003564 test-auc:0.816373±0.016010 
[4946]  train-auc:0.861947±0.003566 test-auc:0.816380±0.016005 
[4947]  train-auc:0.861955±0.003567 test-auc:0.816376±0.016009 
[4948]  train-auc:0.861959±0.003565 test-auc:0.816384±0.016007 
[4949]  train-auc:0.861964±0.003564 test-auc:0.816378±0.016009 
[4950]  train-auc:0.861973±0.003564 test-auc:0.816386±0.016005 
[4951]  train-auc:0.861979±0.003563 test-auc:0.816389±0.016010 
[4952]  train-auc:0.861980±0.003564 test-auc:0.816387±0.016011 
[4953]  train-auc:0.861985±0.003563 test-auc:0.816383±0.016009 
[4954]  train-auc:0.861990±0.003565 test-auc:0.816386±0.016008 
[4955]  train-auc:0.861995±0.003568 test-auc:0.816384±0.016011 
[4956]  train-auc:0.862002±0.003570 test-auc:0.816382±0.016022 
[4957]  train-auc:0.862007±0.003571 test-auc:0.816385±0.016015 
[4958]  train-auc:0.862011±0.003574 test-auc:0.816381±0.016017 
[4959]  train-auc:0.862015±0.003572 test-auc:0.816384±0.016011 
[4960]  train-auc:0.862021±0.003575 test-auc:0.816392±0.016006 
[4961]  train-auc:0.862025±0.003577 test-auc:0.816392±0.016012 
[4962]  train-auc:0.862029±0.003575 test-auc:0.816385±0.016012 
[4963]  train-auc:0.862032±0.003573 test-auc:0.816386±0.016012 
[4964]  train-auc:0.862039±0.003574 test-auc:0.816386±0.015999 
[4965]  train-auc:0.862044±0.003571 test-auc:0.816392±0.015996 
[4966]  train-auc:0.862051±0.003572 test-auc:0.816394±0.015990 
[4967]  train-auc:0.862054±0.003572 test-auc:0.816391±0.015989 
[4968]  train-auc:0.862059±0.003574 test-auc:0.816394±0.015980 
[4969]  train-auc:0.862067±0.003576 test-auc:0.816395±0.015977 
[4970]  train-auc:0.862074±0.003579 test-auc:0.816394±0.015978 
[4971]  train-auc:0.862080±0.003578 test-auc:0.816397±0.015984 
[4972]  train-auc:0.862085±0.003578 test-auc:0.816387±0.015989 
[4973]  train-auc:0.862093±0.003582 test-auc:0.816385±0.015986 
[4974]  train-auc:0.862103±0.003582 test-auc:0.816388±0.015978 
[4975]  train-auc:0.862110±0.003581 test-auc:0.816387±0.015985 
[4976]  train-auc:0.862116±0.003579 test-auc:0.816384±0.015987 
[4977]  train-auc:0.862121±0.003579 test-auc:0.816380±0.015988 
[4978]  train-auc:0.862125±0.003579 test-auc:0.816375±0.015994 
[4979]  train-auc:0.862134±0.003581 test-auc:0.816379±0.015991 
[4980]  train-auc:0.862136±0.003579 test-auc:0.816383±0.015990 
[4981]  train-auc:0.862144±0.003580 test-auc:0.816385±0.015985 
[4982]  train-auc:0.862150±0.003584 test-auc:0.816388±0.015986 
[4983]  train-auc:0.862156±0.003582 test-auc:0.816384±0.015993 
[4984]  train-auc:0.862160±0.003582 test-auc:0.816390±0.015991 
[4985]  train-auc:0.862164±0.003584 test-auc:0.816386±0.015992 
[4986]  train-auc:0.862170±0.003586 test-auc:0.816388±0.015982 
[4987]  train-auc:0.862179±0.003584 test-auc:0.816391±0.015976 
[4988]  train-auc:0.862181±0.003582 test-auc:0.816388±0.015974 
[4989]  train-auc:0.862187±0.003584 test-auc:0.816395±0.015972 
[4990]  train-auc:0.862197±0.003587 test-auc:0.816391±0.015987 
[4991]  train-auc:0.862201±0.003584 test-auc:0.816390±0.015986 
[4992]  train-auc:0.862204±0.003584 test-auc:0.816394±0.015984 
[4993]  train-auc:0.862208±0.003588 test-auc:0.816396±0.015994 
[4994]  train-auc:0.862212±0.003587 test-auc:0.816404±0.015990 
[4995]  train-auc:0.862214±0.003588 test-auc:0.816406±0.015988 
[4996]  train-auc:0.862222±0.003589 test-auc:0.816415±0.015977 
[4997]  train-auc:0.862227±0.003591 test-auc:0.816418±0.015974 
[4998]  train-auc:0.862235±0.003589 test-auc:0.816413±0.015972 
[4999]  train-auc:0.862241±0.003589 test-auc:0.816417±0.015976 
[5000]  train-auc:0.862246±0.003591 test-auc:0.816419±0.015980 
[5001]  train-auc:0.862253±0.003594 test-auc:0.816421±0.015980 
[5002]  train-auc:0.862257±0.003597 test-auc:0.816430±0.015966 
[5003]  train-auc:0.862265±0.003597 test-auc:0.816428±0.015974 
[5004]  train-auc:0.862274±0.003600 test-auc:0.816426±0.015973 
[5005]  train-auc:0.862281±0.003600 test-auc:0.816431±0.015967 
[5006]  train-auc:0.862286±0.003600 test-auc:0.816430±0.015956 
[5007]  train-auc:0.862293±0.003602 test-auc:0.816436±0.015959 
[5008]  train-auc:0.862295±0.003603 test-auc:0.816438±0.015955 
[5009]  train-auc:0.862304±0.003606 test-auc:0.816429±0.015964 
[5010]  train-auc:0.862313±0.003602 test-auc:0.816429±0.015958 
[5011]  train-auc:0.862317±0.003603 test-auc:0.816435±0.015951 
[5012]  train-auc:0.862323±0.003599 test-auc:0.816434±0.015955 
[5013]  train-auc:0.862330±0.003601 test-auc:0.816432±0.015950 
[5014]  train-auc:0.862342±0.003600 test-auc:0.816432±0.015957 
[5015]  train-auc:0.862347±0.003600 test-auc:0.816426±0.015964 
[5016]  train-auc:0.862356±0.003601 test-auc:0.816423±0.015948 
[5017]  train-auc:0.862362±0.003600 test-auc:0.816427±0.015953 
[5018]  train-auc:0.862367±0.003601 test-auc:0.816427±0.015952 
[5019]  train-auc:0.862371±0.003600 test-auc:0.816418±0.015956 
[5020]  train-auc:0.862379±0.003597 test-auc:0.816422±0.015951 
[5021]  train-auc:0.862384±0.003600 test-auc:0.816427±0.015948 
[5022]  train-auc:0.862391±0.003601 test-auc:0.816431±0.015953 
[5023]  train-auc:0.862402±0.003600 test-auc:0.816425±0.015953 
[5024]  train-auc:0.862405±0.003601 test-auc:0.816424±0.015950 
[5025]  train-auc:0.862412±0.003603 test-auc:0.816430±0.015946 
[5026]  train-auc:0.862420±0.003603 test-auc:0.816434±0.015937 
[5027]  train-auc:0.862426±0.003599 test-auc:0.816435±0.015943 
[5028]  train-auc:0.862432±0.003596 test-auc:0.816438±0.015947 
[5029]  train-auc:0.862439±0.003597 test-auc:0.816444±0.015951 
[5030]  train-auc:0.862445±0.003598 test-auc:0.816454±0.015938 
[5031]  train-auc:0.862447±0.003598 test-auc:0.816455±0.015934 
[5032]  train-auc:0.862451±0.003595 test-auc:0.816460±0.015932 
[5033]  train-auc:0.862459±0.003594 test-auc:0.816452±0.015941 
[5034]  train-auc:0.862465±0.003596 test-auc:0.816456±0.015939 
[5035]  train-auc:0.862469±0.003594 test-auc:0.816457±0.015938 
[5036]  train-auc:0.862475±0.003597 test-auc:0.816451±0.015936 
[5037]  train-auc:0.862479±0.003593 test-auc:0.816443±0.015955 
[5038]  train-auc:0.862484±0.003591 test-auc:0.816442±0.015967 
[5039]  train-auc:0.862489±0.003589 test-auc:0.816450±0.015956 
[5040]  train-auc:0.862494±0.003592 test-auc:0.816455±0.015961 
[5041]  train-auc:0.862498±0.003592 test-auc:0.816454±0.015954 
[5042]  train-auc:0.862503±0.003591 test-auc:0.816448±0.015952 
[5043]  train-auc:0.862510±0.003591 test-auc:0.816451±0.015948 
[5044]  train-auc:0.862513±0.003591 test-auc:0.816452±0.015955 
[5045]  train-auc:0.862519±0.003592 test-auc:0.816459±0.015947 
[5046]  train-auc:0.862525±0.003595 test-auc:0.816460±0.015944 
[5047]  train-auc:0.862529±0.003594 test-auc:0.816464±0.015953 
[5048]  train-auc:0.862537±0.003595 test-auc:0.816462±0.015943 
[5049]  train-auc:0.862542±0.003596 test-auc:0.816462±0.015944 
[5050]  train-auc:0.862550±0.003591 test-auc:0.816456±0.015935 
[5051]  train-auc:0.862554±0.003593 test-auc:0.816461±0.015928 
[5052]  train-auc:0.862562±0.003593 test-auc:0.816460±0.015925 
[5053]  train-auc:0.862566±0.003597 test-auc:0.816461±0.015921 
[5054]  train-auc:0.862572±0.003597 test-auc:0.816463±0.015911 
[5055]  train-auc:0.862581±0.003599 test-auc:0.816464±0.015904 
[5056]  train-auc:0.862585±0.003599 test-auc:0.816466±0.015912 
[5057]  train-auc:0.862593±0.003597 test-auc:0.816474±0.015915 
[5058]  train-auc:0.862598±0.003597 test-auc:0.816475±0.015911 
[5059]  train-auc:0.862600±0.003597 test-auc:0.816476±0.015912 
[5060]  train-auc:0.862605±0.003599 test-auc:0.816469±0.015908 
[5061]  train-auc:0.862609±0.003601 test-auc:0.816465±0.015913 
[5062]  train-auc:0.862612±0.003601 test-auc:0.816468±0.015912 
[5063]  train-auc:0.862615±0.003601 test-auc:0.816468±0.015916 
[5064]  train-auc:0.862619±0.003602 test-auc:0.816461±0.015928 
[5065]  train-auc:0.862626±0.003604 test-auc:0.816472±0.015927 
[5066]  train-auc:0.862634±0.003606 test-auc:0.816483±0.015920 
[5067]  train-auc:0.862639±0.003608 test-auc:0.816497±0.015928 
[5068]  train-auc:0.862642±0.003607 test-auc:0.816491±0.015927 
[5069]  train-auc:0.862646±0.003606 test-auc:0.816493±0.015925 
[5070]  train-auc:0.862654±0.003606 test-auc:0.816496±0.015917 
[5071]  train-auc:0.862660±0.003605 test-auc:0.816491±0.015925 
[5072]  train-auc:0.862665±0.003605 test-auc:0.816496±0.015928 
[5073]  train-auc:0.862669±0.003604 test-auc:0.816499±0.015932 
[5074]  train-auc:0.862673±0.003607 test-auc:0.816499±0.015928 
[5075]  train-auc:0.862677±0.003604 test-auc:0.816501±0.015922 
[5076]  train-auc:0.862680±0.003603 test-auc:0.816493±0.015922 
[5077]  train-auc:0.862687±0.003605 test-auc:0.816494±0.015914 
[5078]  train-auc:0.862692±0.003604 test-auc:0.816494±0.015924 
[5079]  train-auc:0.862697±0.003603 test-auc:0.816498±0.015924 
[5080]  train-auc:0.862703±0.003604 test-auc:0.816499±0.015923 
[5081]  train-auc:0.862708±0.003603 test-auc:0.816494±0.015922 
[5082]  train-auc:0.862715±0.003603 test-auc:0.816500±0.015916 
[5083]  train-auc:0.862718±0.003606 test-auc:0.816500±0.015918 
[5084]  train-auc:0.862721±0.003610 test-auc:0.816497±0.015921 
[5085]  train-auc:0.862724±0.003612 test-auc:0.816505±0.015923 
[5086]  train-auc:0.862727±0.003614 test-auc:0.816507±0.015924 
[5087]  train-auc:0.862731±0.003615 test-auc:0.816506±0.015922 
[5088]  train-auc:0.862736±0.003615 test-auc:0.816507±0.015922 
[5089]  train-auc:0.862742±0.003612 test-auc:0.816506±0.015919 
[5090]  train-auc:0.862748±0.003611 test-auc:0.816507±0.015926 
[5091]  train-auc:0.862751±0.003613 test-auc:0.816517±0.015925 
[5092]  train-auc:0.862757±0.003617 test-auc:0.816524±0.015929 
[5093]  train-auc:0.862762±0.003617 test-auc:0.816520±0.015926 
[5094]  train-auc:0.862770±0.003620 test-auc:0.816521±0.015927 
[5095]  train-auc:0.862775±0.003621 test-auc:0.816522±0.015926 
[5096]  train-auc:0.862783±0.003621 test-auc:0.816528±0.015930 
[5097]  train-auc:0.862789±0.003622 test-auc:0.816534±0.015933 
[5098]  train-auc:0.862794±0.003624 test-auc:0.816528±0.015938 
[5099]  train-auc:0.862804±0.003627 test-auc:0.816529±0.015932 
[5100]  train-auc:0.862812±0.003626 test-auc:0.816527±0.015924 
[5101]  train-auc:0.862822±0.003623 test-auc:0.816533±0.015927 
[5102]  train-auc:0.862830±0.003627 test-auc:0.816534±0.015925 
[5103]  train-auc:0.862833±0.003629 test-auc:0.816539±0.015930 
[5104]  train-auc:0.862838±0.003630 test-auc:0.816552±0.015935 
[5105]  train-auc:0.862842±0.003628 test-auc:0.816559±0.015931 
[5106]  train-auc:0.862849±0.003625 test-auc:0.816557±0.015932 
[5107]  train-auc:0.862854±0.003627 test-auc:0.816556±0.015925 
[5108]  train-auc:0.862859±0.003626 test-auc:0.816555±0.015926 
[5109]  train-auc:0.862867±0.003625 test-auc:0.816561±0.015933 
[5110]  train-auc:0.862873±0.003631 test-auc:0.816555±0.015937 
[5111]  train-auc:0.862877±0.003628 test-auc:0.816559±0.015933 
[5112]  train-auc:0.862882±0.003625 test-auc:0.816558±0.015930 
[5113]  train-auc:0.862890±0.003625 test-auc:0.816563±0.015928 
[5114]  train-auc:0.862896±0.003626 test-auc:0.816562±0.015940 
[5115]  train-auc:0.862903±0.003622 test-auc:0.816566±0.015942 
[5116]  train-auc:0.862910±0.003620 test-auc:0.816562±0.015934 
[5117]  train-auc:0.862915±0.003618 test-auc:0.816563±0.015930 
[5118]  train-auc:0.862917±0.003619 test-auc:0.816558±0.015932 
[5119]  train-auc:0.862920±0.003617 test-auc:0.816558±0.015932 
[5120]  train-auc:0.862926±0.003618 test-auc:0.816562±0.015944 
[5121]  train-auc:0.862932±0.003620 test-auc:0.816562±0.015939 
[5122]  train-auc:0.862938±0.003625 test-auc:0.816562±0.015933 
[5123]  train-auc:0.862943±0.003627 test-auc:0.816571±0.015933 
[5124]  train-auc:0.862950±0.003628 test-auc:0.816568±0.015926 
[5125]  train-auc:0.862954±0.003629 test-auc:0.816567±0.015927 
[5126]  train-auc:0.862957±0.003631 test-auc:0.816571±0.015926 
[5127]  train-auc:0.862965±0.003630 test-auc:0.816577±0.015926 
[5128]  train-auc:0.862971±0.003630 test-auc:0.816578±0.015923 
[5129]  train-auc:0.862975±0.003627 test-auc:0.816566±0.015921 
[5130]  train-auc:0.862979±0.003626 test-auc:0.816571±0.015918 
[5131]  train-auc:0.862982±0.003626 test-auc:0.816571±0.015922 
[5132]  train-auc:0.862989±0.003628 test-auc:0.816575±0.015917 
[5133]  train-auc:0.862995±0.003630 test-auc:0.816582±0.015915 
[5134]  train-auc:0.862998±0.003630 test-auc:0.816581±0.015920 
[5135]  train-auc:0.863006±0.003628 test-auc:0.816595±0.015923 
[5136]  train-auc:0.863011±0.003628 test-auc:0.816597±0.015921 
[5137]  train-auc:0.863016±0.003632 test-auc:0.816604±0.015921 
[5138]  train-auc:0.863021±0.003632 test-auc:0.816606±0.015930 
[5139]  train-auc:0.863028±0.003633 test-auc:0.816615±0.015930 
[5140]  train-auc:0.863032±0.003636 test-auc:0.816616±0.015928 
[5141]  train-auc:0.863039±0.003632 test-auc:0.816614±0.015925 
[5142]  train-auc:0.863045±0.003633 test-auc:0.816623±0.015928 
[5143]  train-auc:0.863050±0.003634 test-auc:0.816625±0.015924 
[5144]  train-auc:0.863057±0.003635 test-auc:0.816627±0.015930 
[5145]  train-auc:0.863062±0.003636 test-auc:0.816631±0.015921 
[5146]  train-auc:0.863068±0.003636 test-auc:0.816635±0.015911 
[5147]  train-auc:0.863074±0.003637 test-auc:0.816640±0.015919 
[5148]  train-auc:0.863081±0.003639 test-auc:0.816640±0.015910 
[5149]  train-auc:0.863086±0.003642 test-auc:0.816635±0.015912 
[5150]  train-auc:0.863094±0.003644 test-auc:0.816630±0.015916 
[5151]  train-auc:0.863103±0.003644 test-auc:0.816643±0.015916 
[5152]  train-auc:0.863110±0.003645 test-auc:0.816655±0.015913 
[5153]  train-auc:0.863114±0.003644 test-auc:0.816650±0.015905 
[5154]  train-auc:0.863124±0.003646 test-auc:0.816644±0.015898 
[5155]  train-auc:0.863132±0.003644 test-auc:0.816654±0.015895 
[5156]  train-auc:0.863142±0.003642 test-auc:0.816656±0.015895 
[5157]  train-auc:0.863153±0.003644 test-auc:0.816658±0.015904 
[5158]  train-auc:0.863161±0.003643 test-auc:0.816666±0.015913 
[5159]  train-auc:0.863165±0.003642 test-auc:0.816673±0.015920 
[5160]  train-auc:0.863174±0.003642 test-auc:0.816678±0.015916 
[5161]  train-auc:0.863178±0.003644 test-auc:0.816679±0.015917 
[5162]  train-auc:0.863184±0.003645 test-auc:0.816679±0.015920 
[5163]  train-auc:0.863190±0.003646 test-auc:0.816678±0.015919 
[5164]  train-auc:0.863197±0.003647 test-auc:0.816677±0.015932 
[5165]  train-auc:0.863205±0.003648 test-auc:0.816684±0.015932 
[5166]  train-auc:0.863211±0.003652 test-auc:0.816687±0.015930 
[5167]  train-auc:0.863213±0.003651 test-auc:0.816694±0.015933 
[5168]  train-auc:0.863223±0.003649 test-auc:0.816688±0.015930 
[5169]  train-auc:0.863225±0.003651 test-auc:0.816687±0.015927 
[5170]  train-auc:0.863230±0.003653 test-auc:0.816690±0.015926 
[5171]  train-auc:0.863236±0.003655 test-auc:0.816697±0.015922 
[5172]  train-auc:0.863240±0.003653 test-auc:0.816710±0.015920 
[5173]  train-auc:0.863245±0.003651 test-auc:0.816714±0.015916 
[5174]  train-auc:0.863251±0.003653 test-auc:0.816713±0.015918 
[5175]  train-auc:0.863258±0.003662 test-auc:0.816710±0.015914 
[5176]  train-auc:0.863260±0.003664 test-auc:0.816708±0.015921 
[5177]  train-auc:0.863265±0.003665 test-auc:0.816718±0.015920 
[5178]  train-auc:0.863270±0.003666 test-auc:0.816716±0.015924 
[5179]  train-auc:0.863279±0.003665 test-auc:0.816716±0.015919 
[5180]  train-auc:0.863288±0.003669 test-auc:0.816718±0.015913 
[5181]  train-auc:0.863291±0.003670 test-auc:0.816720±0.015913 
[5182]  train-auc:0.863296±0.003669 test-auc:0.816726±0.015911 
[5183]  train-auc:0.863298±0.003670 test-auc:0.816731±0.015907 
[5184]  train-auc:0.863303±0.003668 test-auc:0.816730±0.015907 
[5185]  train-auc:0.863313±0.003674 test-auc:0.816738±0.015907 
[5186]  train-auc:0.863323±0.003673 test-auc:0.816742±0.015909 
[5187]  train-auc:0.863329±0.003674 test-auc:0.816754±0.015909 
[5188]  train-auc:0.863335±0.003677 test-auc:0.816751±0.015913 
[5189]  train-auc:0.863339±0.003677 test-auc:0.816751±0.015913 
[5190]  train-auc:0.863346±0.003680 test-auc:0.816755±0.015912 
[5191]  train-auc:0.863350±0.003683 test-auc:0.816751±0.015917 
[5192]  train-auc:0.863358±0.003681 test-auc:0.816759±0.015905 
[5193]  train-auc:0.863367±0.003679 test-auc:0.816772±0.015909 
[5194]  train-auc:0.863373±0.003680 test-auc:0.816775±0.015908 
[5195]  train-auc:0.863375±0.003680 test-auc:0.816775±0.015904 
[5196]  train-auc:0.863378±0.003680 test-auc:0.816778±0.015906 
[5197]  train-auc:0.863385±0.003682 test-auc:0.816791±0.015897 
[5198]  train-auc:0.863388±0.003683 test-auc:0.816791±0.015898 
[5199]  train-auc:0.863394±0.003683 test-auc:0.816790±0.015899 
[5200]  train-auc:0.863399±0.003682 test-auc:0.816794±0.015907 
[5201]  train-auc:0.863406±0.003681 test-auc:0.816788±0.015909 
[5202]  train-auc:0.863410±0.003680 test-auc:0.816792±0.015908 
[5203]  train-auc:0.863414±0.003681 test-auc:0.816790±0.015906 
[5204]  train-auc:0.863422±0.003683 test-auc:0.816792±0.015909 
[5205]  train-auc:0.863426±0.003684 test-auc:0.816798±0.015902 
[5206]  train-auc:0.863432±0.003682 test-auc:0.816800±0.015906 
[5207]  train-auc:0.863436±0.003683 test-auc:0.816796±0.015898 
[5208]  train-auc:0.863439±0.003681 test-auc:0.816792±0.015899 
[5209]  train-auc:0.863443±0.003683 test-auc:0.816788±0.015900 
[5210]  train-auc:0.863447±0.003681 test-auc:0.816795±0.015909 
[5211]  train-auc:0.863451±0.003681 test-auc:0.816801±0.015917 
[5212]  train-auc:0.863458±0.003679 test-auc:0.816804±0.015914 
[5213]  train-auc:0.863463±0.003678 test-auc:0.816809±0.015911 
[5214]  train-auc:0.863470±0.003678 test-auc:0.816811±0.015913 
[5215]  train-auc:0.863476±0.003674 test-auc:0.816823±0.015918 
[5216]  train-auc:0.863484±0.003673 test-auc:0.816827±0.015905 
[5217]  train-auc:0.863491±0.003674 test-auc:0.816828±0.015904 
[5218]  train-auc:0.863499±0.003671 test-auc:0.816834±0.015898 
[5219]  train-auc:0.863503±0.003673 test-auc:0.816830±0.015895 
[5220]  train-auc:0.863509±0.003674 test-auc:0.816829±0.015898 
[5221]  train-auc:0.863513±0.003674 test-auc:0.816823±0.015900 
[5222]  train-auc:0.863515±0.003675 test-auc:0.816822±0.015899 
[5223]  train-auc:0.863520±0.003676 test-auc:0.816816±0.015899 
[5224]  train-auc:0.863529±0.003673 test-auc:0.816815±0.015906 
[5225]  train-auc:0.863533±0.003672 test-auc:0.816821±0.015915 
[5226]  train-auc:0.863537±0.003671 test-auc:0.816816±0.015917 
[5227]  train-auc:0.863541±0.003670 test-auc:0.816818±0.015917 
[5228]  train-auc:0.863548±0.003670 test-auc:0.816820±0.015929 
[5229]  train-auc:0.863552±0.003669 test-auc:0.816819±0.015930 
[5230]  train-auc:0.863557±0.003669 test-auc:0.816822±0.015927 
[5231]  train-auc:0.863562±0.003670 test-auc:0.816815±0.015934 
[5232]  train-auc:0.863567±0.003672 test-auc:0.816818±0.015921 
[5233]  train-auc:0.863573±0.003671 test-auc:0.816821±0.015927 
[5234]  train-auc:0.863583±0.003670 test-auc:0.816823±0.015917 
[5235]  train-auc:0.863589±0.003671 test-auc:0.816823±0.015926 
[5236]  train-auc:0.863594±0.003669 test-auc:0.816831±0.015927 
[5237]  train-auc:0.863601±0.003667 test-auc:0.816839±0.015918 
[5238]  train-auc:0.863605±0.003665 test-auc:0.816843±0.015920 
[5239]  train-auc:0.863610±0.003665 test-auc:0.816838±0.015918 
[5240]  train-auc:0.863616±0.003665 test-auc:0.816838±0.015925 
[5241]  train-auc:0.863623±0.003666 test-auc:0.816843±0.015933 
[5242]  train-auc:0.863628±0.003668 test-auc:0.816839±0.015941 
[5243]  train-auc:0.863632±0.003669 test-auc:0.816840±0.015939 
[5244]  train-auc:0.863641±0.003666 test-auc:0.816842±0.015943 
[5245]  train-auc:0.863645±0.003665 test-auc:0.816842±0.015947 
[5246]  train-auc:0.863649±0.003667 test-auc:0.816853±0.015951 
[5247]  train-auc:0.863658±0.003663 test-auc:0.816866±0.015953 
[5248]  train-auc:0.863664±0.003661 test-auc:0.816863±0.015955 
[5249]  train-auc:0.863671±0.003660 test-auc:0.816870±0.015950 
[5250]  train-auc:0.863677±0.003661 test-auc:0.816872±0.015958 
[5251]  train-auc:0.863682±0.003663 test-auc:0.816879±0.015951 
[5252]  train-auc:0.863686±0.003660 test-auc:0.816877±0.015955 
[5253]  train-auc:0.863689±0.003663 test-auc:0.816877±0.015950 
[5254]  train-auc:0.863694±0.003664 test-auc:0.816886±0.015942 
[5255]  train-auc:0.863696±0.003666 test-auc:0.816890±0.015940 
[5256]  train-auc:0.863703±0.003669 test-auc:0.816881±0.015948 
[5257]  train-auc:0.863708±0.003668 test-auc:0.816883±0.015943 
[5258]  train-auc:0.863714±0.003666 test-auc:0.816873±0.015945 
[5259]  train-auc:0.863720±0.003669 test-auc:0.816874±0.015957 
[5260]  train-auc:0.863725±0.003671 test-auc:0.816878±0.015956 
[5261]  train-auc:0.863734±0.003669 test-auc:0.816888±0.015958 
[5262]  train-auc:0.863742±0.003666 test-auc:0.816886±0.015951 
[5263]  train-auc:0.863749±0.003663 test-auc:0.816890±0.015946 
[5264]  train-auc:0.863754±0.003659 test-auc:0.816892±0.015949 
[5265]  train-auc:0.863758±0.003659 test-auc:0.816888±0.015948 
[5266]  train-auc:0.863763±0.003661 test-auc:0.816894±0.015951 
[5267]  train-auc:0.863774±0.003659 test-auc:0.816899±0.015958 
[5268]  train-auc:0.863782±0.003662 test-auc:0.816907±0.015955 
[5269]  train-auc:0.863789±0.003663 test-auc:0.816900±0.015962 
[5270]  train-auc:0.863795±0.003663 test-auc:0.816903±0.015962 
[5271]  train-auc:0.863802±0.003665 test-auc:0.816906±0.015956 
[5272]  train-auc:0.863807±0.003666 test-auc:0.816906±0.015953 
[5273]  train-auc:0.863812±0.003666 test-auc:0.816907±0.015954 
[5274]  train-auc:0.863818±0.003667 test-auc:0.816907±0.015948 
[5275]  train-auc:0.863827±0.003665 test-auc:0.816909±0.015951 
[5276]  train-auc:0.863832±0.003665 test-auc:0.816905±0.015947 
[5277]  train-auc:0.863840±0.003661 test-auc:0.816918±0.015947 
[5278]  train-auc:0.863845±0.003664 test-auc:0.816924±0.015953 
[5279]  train-auc:0.863852±0.003666 test-auc:0.816928±0.015951 
[5280]  train-auc:0.863857±0.003668 test-auc:0.816927±0.015938 
[5281]  train-auc:0.863866±0.003666 test-auc:0.816923±0.015939 
[5282]  train-auc:0.863872±0.003666 test-auc:0.816924±0.015936 
[5283]  train-auc:0.863880±0.003661 test-auc:0.816926±0.015947 
[5284]  train-auc:0.863886±0.003663 test-auc:0.816928±0.015944 
[5285]  train-auc:0.863895±0.003661 test-auc:0.816936±0.015954 
[5286]  train-auc:0.863901±0.003659 test-auc:0.816936±0.015967 
[5287]  train-auc:0.863913±0.003659 test-auc:0.816948±0.015961 
[5288]  train-auc:0.863919±0.003663 test-auc:0.816949±0.015957 
[5289]  train-auc:0.863923±0.003665 test-auc:0.816950±0.015956 
[5290]  train-auc:0.863930±0.003663 test-auc:0.816944±0.015952 
[5291]  train-auc:0.863934±0.003665 test-auc:0.816938±0.015947 
[5292]  train-auc:0.863944±0.003664 test-auc:0.816940±0.015945 
[5293]  train-auc:0.863951±0.003661 test-auc:0.816940±0.015946 
[5294]  train-auc:0.863956±0.003660 test-auc:0.816938±0.015952 
[5295]  train-auc:0.863962±0.003661 test-auc:0.816947±0.015950 
[5296]  train-auc:0.863970±0.003661 test-auc:0.816947±0.015939 
[5297]  train-auc:0.863974±0.003659 test-auc:0.816944±0.015938 
[5298]  train-auc:0.863976±0.003660 test-auc:0.816946±0.015945 
[5299]  train-auc:0.863983±0.003660 test-auc:0.816955±0.015938 
[5300]  train-auc:0.863991±0.003660 test-auc:0.816958±0.015940 
[5301]  train-auc:0.863996±0.003658 test-auc:0.816957±0.015943 
[5302]  train-auc:0.864003±0.003655 test-auc:0.816973±0.015955 
[5303]  train-auc:0.864009±0.003653 test-auc:0.816973±0.015956 
[5304]  train-auc:0.864015±0.003655 test-auc:0.816974±0.015958 
[5305]  train-auc:0.864020±0.003656 test-auc:0.816974±0.015954 
[5306]  train-auc:0.864024±0.003655 test-auc:0.816976±0.015958 
[5307]  train-auc:0.864030±0.003657 test-auc:0.816977±0.015959 
[5308]  train-auc:0.864034±0.003655 test-auc:0.816979±0.015955 
[5309]  train-auc:0.864040±0.003655 test-auc:0.816979±0.015959 
[5310]  train-auc:0.864046±0.003655 test-auc:0.816978±0.015968 
[5311]  train-auc:0.864054±0.003655 test-auc:0.816979±0.015959 
[5312]  train-auc:0.864057±0.003658 test-auc:0.816983±0.015953 
[5313]  train-auc:0.864067±0.003655 test-auc:0.816980±0.015947 
[5314]  train-auc:0.864073±0.003656 test-auc:0.816974±0.015952 
[5315]  train-auc:0.864081±0.003656 test-auc:0.816982±0.015961 
[5316]  train-auc:0.864085±0.003654 test-auc:0.816985±0.015963 
[5317]  train-auc:0.864089±0.003656 test-auc:0.816980±0.015964 
[5318]  train-auc:0.864095±0.003657 test-auc:0.816975±0.015969 
[5319]  train-auc:0.864099±0.003654 test-auc:0.816975±0.015975 
[5320]  train-auc:0.864104±0.003653 test-auc:0.816976±0.015973 
[5321]  train-auc:0.864112±0.003649 test-auc:0.816970±0.015974 
[5322]  train-auc:0.864120±0.003651 test-auc:0.816973±0.015979 
[5323]  train-auc:0.864126±0.003648 test-auc:0.816971±0.015978 
[5324]  train-auc:0.864130±0.003648 test-auc:0.816980±0.015977 
[5325]  train-auc:0.864135±0.003645 test-auc:0.816983±0.015975 
[5326]  train-auc:0.864140±0.003648 test-auc:0.816978±0.015978 
[5327]  train-auc:0.864146±0.003647 test-auc:0.816987±0.015981 
[5328]  train-auc:0.864153±0.003644 test-auc:0.816985±0.015979 
[5329]  train-auc:0.864159±0.003640 test-auc:0.816993±0.015982 
[5330]  train-auc:0.864161±0.003638 test-auc:0.816993±0.015978 
[5331]  train-auc:0.864167±0.003636 test-auc:0.816996±0.015976 
[5332]  train-auc:0.864171±0.003633 test-auc:0.816997±0.015976 
[5333]  train-auc:0.864180±0.003633 test-auc:0.817006±0.015978 
[5334]  train-auc:0.864184±0.003631 test-auc:0.817003±0.015978 
[5335]  train-auc:0.864187±0.003632 test-auc:0.817005±0.015978 
[5336]  train-auc:0.864195±0.003631 test-auc:0.817006±0.015986 
[5337]  train-auc:0.864202±0.003628 test-auc:0.817007±0.015990 
[5338]  train-auc:0.864204±0.003628 test-auc:0.817003±0.015990 
[5339]  train-auc:0.864209±0.003630 test-auc:0.817003±0.015999 
[5340]  train-auc:0.864214±0.003629 test-auc:0.817005±0.015993 
[5341]  train-auc:0.864221±0.003626 test-auc:0.817016±0.015987 
[5342]  train-auc:0.864227±0.003624 test-auc:0.817009±0.015983 
[5343]  train-auc:0.864231±0.003623 test-auc:0.817010±0.015989 
[5344]  train-auc:0.864235±0.003622 test-auc:0.817014±0.015990 
[5345]  train-auc:0.864240±0.003619 test-auc:0.817015±0.015996 
[5346]  train-auc:0.864244±0.003619 test-auc:0.817016±0.015997 
[5347]  train-auc:0.864247±0.003620 test-auc:0.817019±0.015999 
[5348]  train-auc:0.864251±0.003619 test-auc:0.817016±0.015989 
[5349]  train-auc:0.864256±0.003617 test-auc:0.817016±0.015988 
[5350]  train-auc:0.864266±0.003614 test-auc:0.817016±0.015992 
[5351]  train-auc:0.864274±0.003611 test-auc:0.817028±0.016012 
[5352]  train-auc:0.864283±0.003609 test-auc:0.817026±0.016009 
[5353]  train-auc:0.864288±0.003607 test-auc:0.817030±0.016008 
[5354]  train-auc:0.864293±0.003606 test-auc:0.817027±0.016008 
[5355]  train-auc:0.864296±0.003605 test-auc:0.817022±0.016003 
[5356]  train-auc:0.864297±0.003605 test-auc:0.817021±0.016000 
[5357]  train-auc:0.864300±0.003604 test-auc:0.817015±0.016000 
[5358]  train-auc:0.864302±0.003604 test-auc:0.817017±0.015999 
[5359]  train-auc:0.864307±0.003605 test-auc:0.817017±0.015994 
[5360]  train-auc:0.864314±0.003606 test-auc:0.817009±0.015999 
[5361]  train-auc:0.864318±0.003607 test-auc:0.817011±0.015999 
[5362]  train-auc:0.864322±0.003608 test-auc:0.817013±0.015994 
[5363]  train-auc:0.864327±0.003607 test-auc:0.817018±0.015989 
[5364]  train-auc:0.864336±0.003606 test-auc:0.817018±0.015995 
[5365]  train-auc:0.864342±0.003607 test-auc:0.817016±0.015996 
[5366]  train-auc:0.864348±0.003609 test-auc:0.817014±0.015998 
[5367]  train-auc:0.864355±0.003613 test-auc:0.817019±0.015993 
[5368]  train-auc:0.864361±0.003612 test-auc:0.817017±0.015994 
[5369]  train-auc:0.864368±0.003612 test-auc:0.817020±0.015996 
[5370]  train-auc:0.864373±0.003612 test-auc:0.817031±0.015997 
[5371]  train-auc:0.864383±0.003609 test-auc:0.817039±0.015994 
[5372]  train-auc:0.864388±0.003606 test-auc:0.817032±0.015993 
[5373]  train-auc:0.864392±0.003606 test-auc:0.817032±0.015987 
[5374]  train-auc:0.864397±0.003605 test-auc:0.817039±0.015982 
[5375]  train-auc:0.864401±0.003607 test-auc:0.817042±0.015978 
[5376]  train-auc:0.864407±0.003609 test-auc:0.817053±0.015981 
[5377]  train-auc:0.864408±0.003609 test-auc:0.817055±0.015974 
[5378]  train-auc:0.864417±0.003608 test-auc:0.817055±0.015972 
[5379]  train-auc:0.864425±0.003604 test-auc:0.817060±0.015976 
[5380]  train-auc:0.864432±0.003607 test-auc:0.817067±0.015968 
[5381]  train-auc:0.864436±0.003606 test-auc:0.817067±0.015970 
[5382]  train-auc:0.864445±0.003607 test-auc:0.817066±0.015970 
[5383]  train-auc:0.864448±0.003605 test-auc:0.817067±0.015967 
[5384]  train-auc:0.864454±0.003605 test-auc:0.817076±0.015960 
[5385]  train-auc:0.864459±0.003605 test-auc:0.817081±0.015950 
[5386]  train-auc:0.864465±0.003605 test-auc:0.817073±0.015954 
[5387]  train-auc:0.864471±0.003604 test-auc:0.817069±0.015959 
[5388]  train-auc:0.864477±0.003606 test-auc:0.817066±0.015963 
[5389]  train-auc:0.864483±0.003607 test-auc:0.817074±0.015952 
[5390]  train-auc:0.864491±0.003606 test-auc:0.817075±0.015953 
[5391]  train-auc:0.864495±0.003609 test-auc:0.817078±0.015953 
[5392]  train-auc:0.864501±0.003609 test-auc:0.817075±0.015948 
[5393]  train-auc:0.864506±0.003608 test-auc:0.817076±0.015947 
[5394]  train-auc:0.864509±0.003606 test-auc:0.817077±0.015948 
[5395]  train-auc:0.864514±0.003605 test-auc:0.817073±0.015946 
[5396]  train-auc:0.864524±0.003600 test-auc:0.817074±0.015950 
[5397]  train-auc:0.864527±0.003605 test-auc:0.817071±0.015950 
[5398]  train-auc:0.864531±0.003605 test-auc:0.817074±0.015948 
[5399]  train-auc:0.864536±0.003604 test-auc:0.817074±0.015940 
[5400]  train-auc:0.864539±0.003604 test-auc:0.817081±0.015941 
[5401]  train-auc:0.864547±0.003602 test-auc:0.817080±0.015930 
[5402]  train-auc:0.864556±0.003605 test-auc:0.817081±0.015932 
[5403]  train-auc:0.864563±0.003608 test-auc:0.817093±0.015927 
[5404]  train-auc:0.864573±0.003607 test-auc:0.817094±0.015931 
[5405]  train-auc:0.864581±0.003607 test-auc:0.817091±0.015930 
[5406]  train-auc:0.864585±0.003608 test-auc:0.817085±0.015929 
[5407]  train-auc:0.864590±0.003604 test-auc:0.817091±0.015929 
[5408]  train-auc:0.864598±0.003604 test-auc:0.817097±0.015943 
[5409]  train-auc:0.864604±0.003601 test-auc:0.817098±0.015940 
[5410]  train-auc:0.864608±0.003602 test-auc:0.817096±0.015941 
[5411]  train-auc:0.864614±0.003602 test-auc:0.817097±0.015944 
[5412]  train-auc:0.864622±0.003602 test-auc:0.817097±0.015941 
[5413]  train-auc:0.864625±0.003605 test-auc:0.817086±0.015941 
[5414]  train-auc:0.864631±0.003608 test-auc:0.817084±0.015937 
[5415]  train-auc:0.864635±0.003607 test-auc:0.817076±0.015932 
[5416]  train-auc:0.864641±0.003609 test-auc:0.817074±0.015934 
[5417]  train-auc:0.864644±0.003609 test-auc:0.817075±0.015935 
[5418]  train-auc:0.864649±0.003606 test-auc:0.817073±0.015937 
[5419]  train-auc:0.864655±0.003609 test-auc:0.817074±0.015933 
[5420]  train-auc:0.864665±0.003612 test-auc:0.817079±0.015939 
[5421]  train-auc:0.864672±0.003612 test-auc:0.817085±0.015941 
[5422]  train-auc:0.864679±0.003610 test-auc:0.817088±0.015938 
[5423]  train-auc:0.864683±0.003612 test-auc:0.817090±0.015936 
[5424]  train-auc:0.864686±0.003611 test-auc:0.817095±0.015938 
[5425]  train-auc:0.864689±0.003606 test-auc:0.817096±0.015933 
[5426]  train-auc:0.864694±0.003608 test-auc:0.817103±0.015934 
[5427]  train-auc:0.864699±0.003607 test-auc:0.817112±0.015931 
[5428]  train-auc:0.864706±0.003606 test-auc:0.817116±0.015936 
[5429]  train-auc:0.864710±0.003606 test-auc:0.817111±0.015941 
[5430]  train-auc:0.864714±0.003608 test-auc:0.817118±0.015936 
[5431]  train-auc:0.864720±0.003608 test-auc:0.817116±0.015943 
[5432]  train-auc:0.864726±0.003611 test-auc:0.817114±0.015942 
[5433]  train-auc:0.864735±0.003609 test-auc:0.817122±0.015936 
[5434]  train-auc:0.864742±0.003611 test-auc:0.817113±0.015929 
[5435]  train-auc:0.864746±0.003613 test-auc:0.817118±0.015931 
[5436]  train-auc:0.864749±0.003613 test-auc:0.817123±0.015933 
[5437]  train-auc:0.864752±0.003612 test-auc:0.817122±0.015930 
[5438]  train-auc:0.864761±0.003612 test-auc:0.817125±0.015921 
[5439]  train-auc:0.864767±0.003611 test-auc:0.817125±0.015917 
[5440]  train-auc:0.864770±0.003612 test-auc:0.817127±0.015919 
[5441]  train-auc:0.864775±0.003619 test-auc:0.817130±0.015924 
[5442]  train-auc:0.864779±0.003620 test-auc:0.817133±0.015918 
[5443]  train-auc:0.864787±0.003620 test-auc:0.817131±0.015914 
[5444]  train-auc:0.864790±0.003620 test-auc:0.817124±0.015918 
[5445]  train-auc:0.864797±0.003619 test-auc:0.817133±0.015916 
[5446]  train-auc:0.864801±0.003619 test-auc:0.817132±0.015914 
[5447]  train-auc:0.864803±0.003618 test-auc:0.817131±0.015923 
[5448]  train-auc:0.864810±0.003616 test-auc:0.817137±0.015912 
[5449]  train-auc:0.864813±0.003613 test-auc:0.817131±0.015913 
[5450]  train-auc:0.864819±0.003611 test-auc:0.817131±0.015913 
[5451]  train-auc:0.864824±0.003613 test-auc:0.817131±0.015913 
[5452]  train-auc:0.864829±0.003612 test-auc:0.817128±0.015913 
[5453]  train-auc:0.864834±0.003615 test-auc:0.817137±0.015917 
[5454]  train-auc:0.864840±0.003613 test-auc:0.817145±0.015928 
[5455]  train-auc:0.864845±0.003614 test-auc:0.817152±0.015920 
[5456]  train-auc:0.864848±0.003613 test-auc:0.817153±0.015922 
[5457]  train-auc:0.864854±0.003612 test-auc:0.817146±0.015923 
[5458]  train-auc:0.864857±0.003612 test-auc:0.817148±0.015924 
[5459]  train-auc:0.864861±0.003612 test-auc:0.817152±0.015927 
[5460]  train-auc:0.864863±0.003611 test-auc:0.817148±0.015934 
[5461]  train-auc:0.864870±0.003610 test-auc:0.817159±0.015934 
[5462]  train-auc:0.864872±0.003611 test-auc:0.817159±0.015930 
[5463]  train-auc:0.864877±0.003610 test-auc:0.817155±0.015931 
[5464]  train-auc:0.864883±0.003609 test-auc:0.817163±0.015941 
[5465]  train-auc:0.864888±0.003609 test-auc:0.817167±0.015945 
[5466]  train-auc:0.864890±0.003609 test-auc:0.817175±0.015943 
[5467]  train-auc:0.864895±0.003611 test-auc:0.817178±0.015948 
[5468]  train-auc:0.864899±0.003609 test-auc:0.817182±0.015955 
[5469]  train-auc:0.864903±0.003610 test-auc:0.817176±0.015961 
[5470]  train-auc:0.864908±0.003613 test-auc:0.817181±0.015956 
[5471]  train-auc:0.864912±0.003612 test-auc:0.817190±0.015960 
[5472]  train-auc:0.864919±0.003611 test-auc:0.817192±0.015957 
[5473]  train-auc:0.864923±0.003609 test-auc:0.817188±0.015952 
[5474]  train-auc:0.864929±0.003608 test-auc:0.817190±0.015950 
[5475]  train-auc:0.864937±0.003607 test-auc:0.817201±0.015953 
[5476]  train-auc:0.864942±0.003605 test-auc:0.817200±0.015950 
[5477]  train-auc:0.864945±0.003605 test-auc:0.817200±0.015952 
[5478]  train-auc:0.864950±0.003606 test-auc:0.817203±0.015947 
[5479]  train-auc:0.864953±0.003607 test-auc:0.817208±0.015957 
[5480]  train-auc:0.864958±0.003606 test-auc:0.817209±0.015967 
[5481]  train-auc:0.864962±0.003603 test-auc:0.817206±0.015957 
[5482]  train-auc:0.864969±0.003604 test-auc:0.817212±0.015948 
[5483]  train-auc:0.864975±0.003602 test-auc:0.817211±0.015942 
[5484]  train-auc:0.864978±0.003602 test-auc:0.817215±0.015947 
[5485]  train-auc:0.864981±0.003603 test-auc:0.817219±0.015950 
[5486]  train-auc:0.864986±0.003604 test-auc:0.817215±0.015944 
[5487]  train-auc:0.864991±0.003604 test-auc:0.817218±0.015943 
[5488]  train-auc:0.864993±0.003605 test-auc:0.817212±0.015945 
[5489]  train-auc:0.864997±0.003605 test-auc:0.817218±0.015944 
[5490]  train-auc:0.865001±0.003605 test-auc:0.817227±0.015953 
[5491]  train-auc:0.865006±0.003606 test-auc:0.817235±0.015953 
[5492]  train-auc:0.865009±0.003608 test-auc:0.817235±0.015949 
[5493]  train-auc:0.865012±0.003606 test-auc:0.817226±0.015952 
[5494]  train-auc:0.865021±0.003606 test-auc:0.817228±0.015958 
[5495]  train-auc:0.865023±0.003608 test-auc:0.817228±0.015961 
[5496]  train-auc:0.865034±0.003607 test-auc:0.817235±0.015972 
[5497]  train-auc:0.865038±0.003603 test-auc:0.817230±0.015975 
[5498]  train-auc:0.865042±0.003606 test-auc:0.817229±0.015977 
[5499]  train-auc:0.865050±0.003607 test-auc:0.817237±0.015978 
[5500]  train-auc:0.865057±0.003605 test-auc:0.817242±0.015971 
[5501]  train-auc:0.865062±0.003605 test-auc:0.817237±0.015983 
[5502]  train-auc:0.865065±0.003606 test-auc:0.817246±0.015971 
[5503]  train-auc:0.865067±0.003606 test-auc:0.817251±0.015970 
[5504]  train-auc:0.865073±0.003609 test-auc:0.817252±0.015966 
[5505]  train-auc:0.865077±0.003609 test-auc:0.817256±0.015961 
[5506]  train-auc:0.865082±0.003607 test-auc:0.817254±0.015960 
[5507]  train-auc:0.865085±0.003608 test-auc:0.817253±0.015964 
[5508]  train-auc:0.865087±0.003608 test-auc:0.817253±0.015967 
[5509]  train-auc:0.865094±0.003611 test-auc:0.817257±0.015962 
[5510]  train-auc:0.865099±0.003611 test-auc:0.817255±0.015964 
[5511]  train-auc:0.865105±0.003611 test-auc:0.817257±0.015968 
[5512]  train-auc:0.865110±0.003609 test-auc:0.817256±0.015966 
[5513]  train-auc:0.865116±0.003608 test-auc:0.817254±0.015964 
[5514]  train-auc:0.865119±0.003609 test-auc:0.817259±0.015960 
[5515]  train-auc:0.865125±0.003612 test-auc:0.817257±0.015952 
[5516]  train-auc:0.865129±0.003611 test-auc:0.817265±0.015954 
[5517]  train-auc:0.865136±0.003614 test-auc:0.817260±0.015959 
[5518]  train-auc:0.865140±0.003615 test-auc:0.817264±0.015960 
[5519]  train-auc:0.865144±0.003614 test-auc:0.817273±0.015960 
[5520]  train-auc:0.865151±0.003614 test-auc:0.817272±0.015960 
[5521]  train-auc:0.865159±0.003613 test-auc:0.817270±0.015956 
[5522]  train-auc:0.865164±0.003612 test-auc:0.817275±0.015955 
[5523]  train-auc:0.865168±0.003611 test-auc:0.817283±0.015963 
[5524]  train-auc:0.865174±0.003609 test-auc:0.817271±0.015972 
[5525]  train-auc:0.865177±0.003612 test-auc:0.817268±0.015972 
[5526]  train-auc:0.865180±0.003612 test-auc:0.817266±0.015964 
[5527]  train-auc:0.865187±0.003614 test-auc:0.817280±0.015959 
[5528]  train-auc:0.865193±0.003616 test-auc:0.817280±0.015962 
[5529]  train-auc:0.865197±0.003616 test-auc:0.817283±0.015959 
[5530]  train-auc:0.865203±0.003615 test-auc:0.817286±0.015966 
[5531]  train-auc:0.865209±0.003615 test-auc:0.817284±0.015969 
[5532]  train-auc:0.865213±0.003612 test-auc:0.817285±0.015964 
[5533]  train-auc:0.865218±0.003611 test-auc:0.817281±0.015963 
[5534]  train-auc:0.865222±0.003611 test-auc:0.817288±0.015966 
[5535]  train-auc:0.865225±0.003613 test-auc:0.817281±0.015966 
[5536]  train-auc:0.865228±0.003611 test-auc:0.817288±0.015956 
[5537]  train-auc:0.865238±0.003609 test-auc:0.817287±0.015962 
[5538]  train-auc:0.865240±0.003607 test-auc:0.817282±0.015966 
[5539]  train-auc:0.865245±0.003605 test-auc:0.817282±0.015961 
[5540]  train-auc:0.865250±0.003603 test-auc:0.817278±0.015970 
[5541]  train-auc:0.865254±0.003607 test-auc:0.817276±0.015972 
[5542]  train-auc:0.865261±0.003605 test-auc:0.817275±0.015968 
[5543]  train-auc:0.865264±0.003604 test-auc:0.817273±0.015969 
[5544]  train-auc:0.865268±0.003605 test-auc:0.817276±0.015972 
[5545]  train-auc:0.865273±0.003605 test-auc:0.817277±0.015977 
[5546]  train-auc:0.865279±0.003606 test-auc:0.817279±0.015978 
[5547]  train-auc:0.865283±0.003607 test-auc:0.817285±0.015979 
[5548]  train-auc:0.865288±0.003606 test-auc:0.817282±0.015981 
[5549]  train-auc:0.865295±0.003604 test-auc:0.817279±0.015976 
[5550]  train-auc:0.865302±0.003599 test-auc:0.817286±0.015971 
[5551]  train-auc:0.865311±0.003600 test-auc:0.817280±0.015973 
[5552]  train-auc:0.865315±0.003599 test-auc:0.817289±0.015969 
[5553]  train-auc:0.865319±0.003599 test-auc:0.817286±0.015967 
[5554]  train-auc:0.865324±0.003597 test-auc:0.817291±0.015966 
[5555]  train-auc:0.865328±0.003597 test-auc:0.817297±0.015963 
[5556]  train-auc:0.865332±0.003600 test-auc:0.817300±0.015958 
[5557]  train-auc:0.865335±0.003599 test-auc:0.817300±0.015953 
[5558]  train-auc:0.865339±0.003598 test-auc:0.817303±0.015954 
[5559]  train-auc:0.865346±0.003601 test-auc:0.817307±0.015948 
[5560]  train-auc:0.865354±0.003600 test-auc:0.817316±0.015945 
[5561]  train-auc:0.865358±0.003598 test-auc:0.817323±0.015945 
[5562]  train-auc:0.865366±0.003598 test-auc:0.817324±0.015945 
[5563]  train-auc:0.865372±0.003596 test-auc:0.817321±0.015938 
[5564]  train-auc:0.865376±0.003596 test-auc:0.817319±0.015949 
[5565]  train-auc:0.865381±0.003593 test-auc:0.817318±0.015946 
[5566]  train-auc:0.865384±0.003594 test-auc:0.817318±0.015943 
[5567]  train-auc:0.865388±0.003594 test-auc:0.817321±0.015943 
[5568]  train-auc:0.865393±0.003593 test-auc:0.817320±0.015938 
[5569]  train-auc:0.865399±0.003595 test-auc:0.817328±0.015939 
[5570]  train-auc:0.865402±0.003595 test-auc:0.817337±0.015944 
[5571]  train-auc:0.865405±0.003594 test-auc:0.817344±0.015940 
[5572]  train-auc:0.865415±0.003592 test-auc:0.817354±0.015944 
[5573]  train-auc:0.865421±0.003593 test-auc:0.817354±0.015937 
[5574]  train-auc:0.865430±0.003591 test-auc:0.817354±0.015935 
[5575]  train-auc:0.865438±0.003591 test-auc:0.817352±0.015942 
[5576]  train-auc:0.865442±0.003589 test-auc:0.817358±0.015936 
[5577]  train-auc:0.865450±0.003588 test-auc:0.817350±0.015937 
[5578]  train-auc:0.865454±0.003587 test-auc:0.817355±0.015940 
[5579]  train-auc:0.865458±0.003587 test-auc:0.817353±0.015938 
[5580]  train-auc:0.865458±0.003588 test-auc:0.817359±0.015939 
[5581]  train-auc:0.865466±0.003587 test-auc:0.817357±0.015938 
[5582]  train-auc:0.865470±0.003587 test-auc:0.817357±0.015938 
[5583]  train-auc:0.865475±0.003586 test-auc:0.817359±0.015948 
[5584]  train-auc:0.865480±0.003588 test-auc:0.817361±0.015944 
[5585]  train-auc:0.865483±0.003589 test-auc:0.817364±0.015951 
[5586]  train-auc:0.865487±0.003588 test-auc:0.817359±0.015957 
[5587]  train-auc:0.865491±0.003586 test-auc:0.817360±0.015950 
[5588]  train-auc:0.865498±0.003588 test-auc:0.817361±0.015949 
[5589]  train-auc:0.865502±0.003585 test-auc:0.817361±0.015945 
[5590]  train-auc:0.865511±0.003586 test-auc:0.817363±0.015943 
[5591]  train-auc:0.865513±0.003583 test-auc:0.817371±0.015940 
[5592]  train-auc:0.865516±0.003583 test-auc:0.817376±0.015941 
[5593]  train-auc:0.865521±0.003583 test-auc:0.817379±0.015934 
[5594]  train-auc:0.865528±0.003580 test-auc:0.817375±0.015928 
[5595]  train-auc:0.865535±0.003577 test-auc:0.817369±0.015923 
[5596]  train-auc:0.865538±0.003578 test-auc:0.817373±0.015927 
[5597]  train-auc:0.865543±0.003577 test-auc:0.817369±0.015931 
[5598]  train-auc:0.865547±0.003579 test-auc:0.817372±0.015928 
[5599]  train-auc:0.865551±0.003579 test-auc:0.817374±0.015926 
[5600]  train-auc:0.865558±0.003579 test-auc:0.817378±0.015932 
[5601]  train-auc:0.865563±0.003578 test-auc:0.817381±0.015933 
[5602]  train-auc:0.865566±0.003576 test-auc:0.817381±0.015931 
[5603]  train-auc:0.865571±0.003576 test-auc:0.817386±0.015930 
[5604]  train-auc:0.865576±0.003574 test-auc:0.817381±0.015927 
[5605]  train-auc:0.865583±0.003573 test-auc:0.817373±0.015926 
[5606]  train-auc:0.865588±0.003573 test-auc:0.817378±0.015924 
[5607]  train-auc:0.865591±0.003573 test-auc:0.817378±0.015921 
[5608]  train-auc:0.865596±0.003571 test-auc:0.817372±0.015922 
[5609]  train-auc:0.865598±0.003570 test-auc:0.817368±0.015924 
[5610]  train-auc:0.865602±0.003570 test-auc:0.817374±0.015917 
[5611]  train-auc:0.865605±0.003570 test-auc:0.817370±0.015920 
[5612]  train-auc:0.865608±0.003572 test-auc:0.817373±0.015914 
[5613]  train-auc:0.865611±0.003571 test-auc:0.817374±0.015918 
[5614]  train-auc:0.865612±0.003569 test-auc:0.817378±0.015912 
[5615]  train-auc:0.865616±0.003567 test-auc:0.817376±0.015907 
[5616]  train-auc:0.865619±0.003568 test-auc:0.817384±0.015913 
[5617]  train-auc:0.865624±0.003567 test-auc:0.817382±0.015917 
[5618]  train-auc:0.865631±0.003567 test-auc:0.817385±0.015914 
[5619]  train-auc:0.865636±0.003568 test-auc:0.817390±0.015911 
[5620]  train-auc:0.865644±0.003569 test-auc:0.817396±0.015908 
[5621]  train-auc:0.865647±0.003571 test-auc:0.817396±0.015905 
[5622]  train-auc:0.865652±0.003570 test-auc:0.817392±0.015898 
[5623]  train-auc:0.865659±0.003568 test-auc:0.817392±0.015898 
[5624]  train-auc:0.865666±0.003564 test-auc:0.817391±0.015889 
[5625]  train-auc:0.865672±0.003566 test-auc:0.817385±0.015891 
[5626]  train-auc:0.865676±0.003567 test-auc:0.817389±0.015897 
[5627]  train-auc:0.865682±0.003565 test-auc:0.817390±0.015888 
[5628]  train-auc:0.865686±0.003565 test-auc:0.817388±0.015887 
[5629]  train-auc:0.865690±0.003564 test-auc:0.817385±0.015887 
[5630]  train-auc:0.865694±0.003566 test-auc:0.817392±0.015879 
[5631]  train-auc:0.865698±0.003566 test-auc:0.817388±0.015887 
[5632]  train-auc:0.865703±0.003566 test-auc:0.817390±0.015893 
[5633]  train-auc:0.865707±0.003566 test-auc:0.817390±0.015888 
[5634]  train-auc:0.865712±0.003566 test-auc:0.817394±0.015887 
[5635]  train-auc:0.865717±0.003566 test-auc:0.817392±0.015893 
[5636]  train-auc:0.865722±0.003564 test-auc:0.817388±0.015888 
[5637]  train-auc:0.865728±0.003562 test-auc:0.817392±0.015892 
[5638]  train-auc:0.865731±0.003563 test-auc:0.817390±0.015882 
[5639]  train-auc:0.865734±0.003563 test-auc:0.817390±0.015886 
[5640]  train-auc:0.865737±0.003562 test-auc:0.817388±0.015897 
[5641]  train-auc:0.865742±0.003560 test-auc:0.817383±0.015895 
[5642]  train-auc:0.865743±0.003561 test-auc:0.817382±0.015896 
[5643]  train-auc:0.865748±0.003559 test-auc:0.817384±0.015900 
[5644]  train-auc:0.865752±0.003557 test-auc:0.817382±0.015903 
[5645]  train-auc:0.865756±0.003559 test-auc:0.817384±0.015896 
[5646]  train-auc:0.865760±0.003558 test-auc:0.817390±0.015898 
[5647]  train-auc:0.865763±0.003557 test-auc:0.817398±0.015894 
[5648]  train-auc:0.865770±0.003558 test-auc:0.817398±0.015901 
[5649]  train-auc:0.865775±0.003554 test-auc:0.817400±0.015904 
[5650]  train-auc:0.865778±0.003552 test-auc:0.817402±0.015905 
[5651]  train-auc:0.865783±0.003552 test-auc:0.817401±0.015899 
[5652]  train-auc:0.865790±0.003548 test-auc:0.817404±0.015895 
[5653]  train-auc:0.865794±0.003549 test-auc:0.817408±0.015894 
[5654]  train-auc:0.865799±0.003550 test-auc:0.817409±0.015899 
[5655]  train-auc:0.865803±0.003550 test-auc:0.817415±0.015904 
[5656]  train-auc:0.865810±0.003547 test-auc:0.817419±0.015900 
[5657]  train-auc:0.865815±0.003545 test-auc:0.817416±0.015900 
[5658]  train-auc:0.865819±0.003544 test-auc:0.817416±0.015900 
[5659]  train-auc:0.865826±0.003543 test-auc:0.817420±0.015907 
[5660]  train-auc:0.865831±0.003542 test-auc:0.817416±0.015904 
[5661]  train-auc:0.865837±0.003541 test-auc:0.817414±0.015902 
[5662]  train-auc:0.865844±0.003539 test-auc:0.817411±0.015906 
[5663]  train-auc:0.865848±0.003538 test-auc:0.817416±0.015903 
[5664]  train-auc:0.865853±0.003536 test-auc:0.817427±0.015904 
[5665]  train-auc:0.865856±0.003535 test-auc:0.817424±0.015910 
[5666]  train-auc:0.865860±0.003534 test-auc:0.817425±0.015911 
[5667]  train-auc:0.865865±0.003533 test-auc:0.817424±0.015920 
[5668]  train-auc:0.865873±0.003533 test-auc:0.817427±0.015922 
[5669]  train-auc:0.865877±0.003534 test-auc:0.817425±0.015927 
[5670]  train-auc:0.865882±0.003532 test-auc:0.817432±0.015932 
[5671]  train-auc:0.865887±0.003530 test-auc:0.817434±0.015932 
[5672]  train-auc:0.865893±0.003527 test-auc:0.817428±0.015940 
[5673]  train-auc:0.865897±0.003527 test-auc:0.817428±0.015946 
[5674]  train-auc:0.865899±0.003527 test-auc:0.817423±0.015940 
[5675]  train-auc:0.865903±0.003525 test-auc:0.817424±0.015938 
[5676]  train-auc:0.865911±0.003522 test-auc:0.817428±0.015948 
[5677]  train-auc:0.865916±0.003521 test-auc:0.817422±0.015937 
[5678]  train-auc:0.865924±0.003517 test-auc:0.817421±0.015937 
[5679]  train-auc:0.865929±0.003513 test-auc:0.817427±0.015942 
[5680]  train-auc:0.865935±0.003512 test-auc:0.817428±0.015936 
[5681]  train-auc:0.865939±0.003511 test-auc:0.817432±0.015939 
[5682]  train-auc:0.865943±0.003509 test-auc:0.817435±0.015938 
[5683]  train-auc:0.865948±0.003506 test-auc:0.817434±0.015935 
[5684]  train-auc:0.865954±0.003507 test-auc:0.817433±0.015930 
[5685]  train-auc:0.865958±0.003506 test-auc:0.817436±0.015939 
[5686]  train-auc:0.865964±0.003505 test-auc:0.817432±0.015930 
[5687]  train-auc:0.865968±0.003504 test-auc:0.817422±0.015926 
[5688]  train-auc:0.865971±0.003503 test-auc:0.817425±0.015932 
[5689]  train-auc:0.865976±0.003502 test-auc:0.817426±0.015922 
[5690]  train-auc:0.865981±0.003501 test-auc:0.817430±0.015921 
[5691]  train-auc:0.865988±0.003502 test-auc:0.817437±0.015925 
[5692]  train-auc:0.865993±0.003502 test-auc:0.817438±0.015919 
[5693]  train-auc:0.865997±0.003501 test-auc:0.817440±0.015922 
[5694]  train-auc:0.866006±0.003497 test-auc:0.817458±0.015927 
[5695]  train-auc:0.866010±0.003498 test-auc:0.817451±0.015928 
[5696]  train-auc:0.866014±0.003499 test-auc:0.817448±0.015928 
[5697]  train-auc:0.866021±0.003498 test-auc:0.817452±0.015918 
[5698]  train-auc:0.866027±0.003494 test-auc:0.817449±0.015923 
[5699]  train-auc:0.866035±0.003491 test-auc:0.817450±0.015926 
[5700]  train-auc:0.866037±0.003490 test-auc:0.817445±0.015924 
[5701]  train-auc:0.866041±0.003488 test-auc:0.817442±0.015930 
[5702]  train-auc:0.866044±0.003489 test-auc:0.817441±0.015924 
[5703]  train-auc:0.866047±0.003492 test-auc:0.817439±0.015924 
[5704]  train-auc:0.866051±0.003489 test-auc:0.817443±0.015923 
[5705]  train-auc:0.866054±0.003490 test-auc:0.817448±0.015931 
[5706]  train-auc:0.866058±0.003490 test-auc:0.817445±0.015933 
[5707]  train-auc:0.866062±0.003490 test-auc:0.817443±0.015931 
[5708]  train-auc:0.866067±0.003489 test-auc:0.817449±0.015934 
[5709]  train-auc:0.866073±0.003488 test-auc:0.817454±0.015936 
[5710]  train-auc:0.866079±0.003489 test-auc:0.817456±0.015937 
[5711]  train-auc:0.866084±0.003487 test-auc:0.817457±0.015938 
[5712]  train-auc:0.866089±0.003485 test-auc:0.817465±0.015936 
[5713]  train-auc:0.866093±0.003484 test-auc:0.817467±0.015937 
[5714]  train-auc:0.866096±0.003486 test-auc:0.817463±0.015937 
[5715]  train-auc:0.866099±0.003488 test-auc:0.817462±0.015935 
[5716]  train-auc:0.866104±0.003488 test-auc:0.817467±0.015940 
[5717]  train-auc:0.866109±0.003489 test-auc:0.817465±0.015941 
[5718]  train-auc:0.866114±0.003486 test-auc:0.817464±0.015941 
[5719]  train-auc:0.866122±0.003484 test-auc:0.817473±0.015935 
[5720]  train-auc:0.866125±0.003483 test-auc:0.817472±0.015933 
[5721]  train-auc:0.866131±0.003481 test-auc:0.817467±0.015928 
[5722]  train-auc:0.866135±0.003479 test-auc:0.817471±0.015923 
[5723]  train-auc:0.866139±0.003478 test-auc:0.817480±0.015925 
[5724]  train-auc:0.866142±0.003478 test-auc:0.817486±0.015925 
[5725]  train-auc:0.866149±0.003479 test-auc:0.817487±0.015935 
[5726]  train-auc:0.866153±0.003479 test-auc:0.817490±0.015936 
[5727]  train-auc:0.866157±0.003478 test-auc:0.817489±0.015925 
[5728]  train-auc:0.866162±0.003480 test-auc:0.817492±0.015924 
[5729]  train-auc:0.866166±0.003480 test-auc:0.817490±0.015922 
[5730]  train-auc:0.866170±0.003479 test-auc:0.817490±0.015923 
[5731]  train-auc:0.866174±0.003478 test-auc:0.817488±0.015921 
[5732]  train-auc:0.866176±0.003478 test-auc:0.817490±0.015918 
[5733]  train-auc:0.866180±0.003474 test-auc:0.817484±0.015914 
[5734]  train-auc:0.866184±0.003473 test-auc:0.817487±0.015921 
[5735]  train-auc:0.866192±0.003471 test-auc:0.817489±0.015917 
[5736]  train-auc:0.866196±0.003472 test-auc:0.817494±0.015907 
[5737]  train-auc:0.866203±0.003471 test-auc:0.817494±0.015903 
[5738]  train-auc:0.866204±0.003471 test-auc:0.817495±0.015902 
[5739]  train-auc:0.866208±0.003470 test-auc:0.817496±0.015908 
[5740]  train-auc:0.866214±0.003470 test-auc:0.817486±0.015912 
[5741]  train-auc:0.866217±0.003469 test-auc:0.817489±0.015917 
[5742]  train-auc:0.866220±0.003469 test-auc:0.817491±0.015911 
[5743]  train-auc:0.866224±0.003470 test-auc:0.817498±0.015911 
[5744]  train-auc:0.866229±0.003471 test-auc:0.817505±0.015908 
[5745]  train-auc:0.866235±0.003472 test-auc:0.817504±0.015913 
[5746]  train-auc:0.866239±0.003472 test-auc:0.817501±0.015911 
[5747]  train-auc:0.866241±0.003472 test-auc:0.817502±0.015913 
[5748]  train-auc:0.866247±0.003472 test-auc:0.817497±0.015911 
[5749]  train-auc:0.866251±0.003471 test-auc:0.817496±0.015909 
[5750]  train-auc:0.866255±0.003471 test-auc:0.817499±0.015911 
[5751]  train-auc:0.866262±0.003470 test-auc:0.817505±0.015910 
[5752]  train-auc:0.866266±0.003468 test-auc:0.817505±0.015908 
[5753]  train-auc:0.866270±0.003468 test-auc:0.817506±0.015912 
[5754]  train-auc:0.866274±0.003468 test-auc:0.817508±0.015910 
[5755]  train-auc:0.866279±0.003466 test-auc:0.817512±0.015913 
[5756]  train-auc:0.866284±0.003466 test-auc:0.817512±0.015914 
[5757]  train-auc:0.866288±0.003464 test-auc:0.817507±0.015911 
[5758]  train-auc:0.866291±0.003463 test-auc:0.817515±0.015904 
[5759]  train-auc:0.866299±0.003459 test-auc:0.817514±0.015906 
[5760]  train-auc:0.866301±0.003459 test-auc:0.817517±0.015906 
[5761]  train-auc:0.866304±0.003458 test-auc:0.817525±0.015904 
[5762]  train-auc:0.866308±0.003460 test-auc:0.817525±0.015895 
[5763]  train-auc:0.866311±0.003459 test-auc:0.817524±0.015891 
[5764]  train-auc:0.866316±0.003459 test-auc:0.817522±0.015900 
[5765]  train-auc:0.866321±0.003461 test-auc:0.817518±0.015899 
[5766]  train-auc:0.866327±0.003458 test-auc:0.817521±0.015901 
[5767]  train-auc:0.866330±0.003456 test-auc:0.817526±0.015901 
[5768]  train-auc:0.866338±0.003456 test-auc:0.817522±0.015905 
[5769]  train-auc:0.866342±0.003455 test-auc:0.817531±0.015903 
[5770]  train-auc:0.866346±0.003455 test-auc:0.817530±0.015902 
[5771]  train-auc:0.866348±0.003452 test-auc:0.817529±0.015910 
[5772]  train-auc:0.866354±0.003452 test-auc:0.817521±0.015904 
[5773]  train-auc:0.866357±0.003453 test-auc:0.817519±0.015906 
[5774]  train-auc:0.866360±0.003452 test-auc:0.817517±0.015905 
[5775]  train-auc:0.866364±0.003451 test-auc:0.817511±0.015899 
[5776]  train-auc:0.866370±0.003449 test-auc:0.817512±0.015902 
[5777]  train-auc:0.866373±0.003448 test-auc:0.817510±0.015903 
[5778]  train-auc:0.866376±0.003450 test-auc:0.817514±0.015901 
[5779]  train-auc:0.866383±0.003451 test-auc:0.817520±0.015900 
[5780]  train-auc:0.866386±0.003451 test-auc:0.817521±0.015902 
[5781]  train-auc:0.866390±0.003452 test-auc:0.817523±0.015900 
[5782]  train-auc:0.866395±0.003450 test-auc:0.817524±0.015901 
[5783]  train-auc:0.866399±0.003450 test-auc:0.817527±0.015897 
[5784]  train-auc:0.866405±0.003449 test-auc:0.817532±0.015899 
[5785]  train-auc:0.866411±0.003451 test-auc:0.817531±0.015905 
[5786]  train-auc:0.866413±0.003452 test-auc:0.817524±0.015898 
[5787]  train-auc:0.866417±0.003454 test-auc:0.817523±0.015901 
[5788]  train-auc:0.866421±0.003453 test-auc:0.817521±0.015905 
[5789]  train-auc:0.866428±0.003451 test-auc:0.817519±0.015897 
[5790]  train-auc:0.866434±0.003449 test-auc:0.817527±0.015901 
[5791]  train-auc:0.866438±0.003447 test-auc:0.817524±0.015897 
[5792]  train-auc:0.866443±0.003446 test-auc:0.817522±0.015901 
[5793]  train-auc:0.866446±0.003446 test-auc:0.817522±0.015896 
[5794]  train-auc:0.866449±0.003443 test-auc:0.817518±0.015897 
[5795]  train-auc:0.866456±0.003443 test-auc:0.817519±0.015900 
[5796]  train-auc:0.866464±0.003445 test-auc:0.817514±0.015905 
[5797]  train-auc:0.866470±0.003446 test-auc:0.817507±0.015899 
[5798]  train-auc:0.866474±0.003444 test-auc:0.817510±0.015900 
[5799]  train-auc:0.866484±0.003447 test-auc:0.817512±0.015893 
[5800]  train-auc:0.866490±0.003449 test-auc:0.817516±0.015899 
[5801]  train-auc:0.866494±0.003448 test-auc:0.817519±0.015896 
[5802]  train-auc:0.866499±0.003447 test-auc:0.817510±0.015897 
[5803]  train-auc:0.866502±0.003447 test-auc:0.817505±0.015893 
[5804]  train-auc:0.866508±0.003451 test-auc:0.817502±0.015888 
[5805]  train-auc:0.866513±0.003452 test-auc:0.817504±0.015892 
[5806]  train-auc:0.866519±0.003452 test-auc:0.817503±0.015894 
[5807]  train-auc:0.866526±0.003452 test-auc:0.817504±0.015900 
[5808]  train-auc:0.866533±0.003455 test-auc:0.817511±0.015892 
[5809]  train-auc:0.866541±0.003454 test-auc:0.817510±0.015899 
[5810]  train-auc:0.866550±0.003453 test-auc:0.817516±0.015889 
[5811]  train-auc:0.866556±0.003451 test-auc:0.817519±0.015895 
[5812]  train-auc:0.866563±0.003451 test-auc:0.817516±0.015898 
[5813]  train-auc:0.866569±0.003453 test-auc:0.817518±0.015905 
[5814]  train-auc:0.866575±0.003456 test-auc:0.817518±0.015895 
[5815]  train-auc:0.866580±0.003459 test-auc:0.817518±0.015896 
[5816]  train-auc:0.866585±0.003456 test-auc:0.817518±0.015900 
[5817]  train-auc:0.866589±0.003454 test-auc:0.817522±0.015900 
[5818]  train-auc:0.866596±0.003454 test-auc:0.817529±0.015910 
[5819]  train-auc:0.866604±0.003455 test-auc:0.817526±0.015909 
[5820]  train-auc:0.866610±0.003454 test-auc:0.817532±0.015903 
[5821]  train-auc:0.866616±0.003454 test-auc:0.817535±0.015898 
[5822]  train-auc:0.866623±0.003456 test-auc:0.817539±0.015901 
[5823]  train-auc:0.866629±0.003455 test-auc:0.817542±0.015898 
[5824]  train-auc:0.866633±0.003453 test-auc:0.817546±0.015902 
[5825]  train-auc:0.866638±0.003454 test-auc:0.817541±0.015895 
[5826]  train-auc:0.866646±0.003449 test-auc:0.817541±0.015901 
[5827]  train-auc:0.866649±0.003447 test-auc:0.817538±0.015900 
[5828]  train-auc:0.866653±0.003447 test-auc:0.817543±0.015897 
[5829]  train-auc:0.866659±0.003446 test-auc:0.817542±0.015893 
[5830]  train-auc:0.866666±0.003446 test-auc:0.817541±0.015898 
[5831]  train-auc:0.866675±0.003446 test-auc:0.817545±0.015898 
[5832]  train-auc:0.866679±0.003445 test-auc:0.817549±0.015898 
[5833]  train-auc:0.866687±0.003447 test-auc:0.817551±0.015896 
[5834]  train-auc:0.866693±0.003449 test-auc:0.817555±0.015901 
[5835]  train-auc:0.866700±0.003446 test-auc:0.817551±0.015910 
[5836]  train-auc:0.866702±0.003445 test-auc:0.817557±0.015905 
[5837]  train-auc:0.866707±0.003442 test-auc:0.817557±0.015909 
[5838]  train-auc:0.866711±0.003445 test-auc:0.817563±0.015915 
[5839]  train-auc:0.866716±0.003444 test-auc:0.817558±0.015916 
[5840]  train-auc:0.866719±0.003444 test-auc:0.817564±0.015921 
[5841]  train-auc:0.866723±0.003446 test-auc:0.817563±0.015921 
[5842]  train-auc:0.866731±0.003443 test-auc:0.817569±0.015916 
[5843]  train-auc:0.866733±0.003441 test-auc:0.817568±0.015918 
[5844]  train-auc:0.866736±0.003441 test-auc:0.817569±0.015918 
[5845]  train-auc:0.866745±0.003440 test-auc:0.817569±0.015918 
[5846]  train-auc:0.866752±0.003437 test-auc:0.817575±0.015924 
[5847]  train-auc:0.866757±0.003438 test-auc:0.817575±0.015932 
[5848]  train-auc:0.866759±0.003439 test-auc:0.817576±0.015920 
[5849]  train-auc:0.866763±0.003437 test-auc:0.817576±0.015919 
[5850]  train-auc:0.866770±0.003439 test-auc:0.817587±0.015919 
[5851]  train-auc:0.866776±0.003440 test-auc:0.817587±0.015917 
[5852]  train-auc:0.866780±0.003440 test-auc:0.817578±0.015907 
[5853]  train-auc:0.866786±0.003437 test-auc:0.817575±0.015913 
[5854]  train-auc:0.866791±0.003437 test-auc:0.817576±0.015911 
[5855]  train-auc:0.866795±0.003437 test-auc:0.817580±0.015910 
[5856]  train-auc:0.866800±0.003438 test-auc:0.817582±0.015913 
[5857]  train-auc:0.866803±0.003437 test-auc:0.817583±0.015915 
[5858]  train-auc:0.866808±0.003437 test-auc:0.817583±0.015918 
[5859]  train-auc:0.866813±0.003435 test-auc:0.817583±0.015917 
[5860]  train-auc:0.866818±0.003437 test-auc:0.817592±0.015925 
[5861]  train-auc:0.866822±0.003437 test-auc:0.817594±0.015932 
[5862]  train-auc:0.866826±0.003438 test-auc:0.817596±0.015927 
[5863]  train-auc:0.866830±0.003441 test-auc:0.817592±0.015934 
[5864]  train-auc:0.866833±0.003444 test-auc:0.817588±0.015939 
[5865]  train-auc:0.866839±0.003441 test-auc:0.817587±0.015935 
[5866]  train-auc:0.866843±0.003440 test-auc:0.817588±0.015938 
[5867]  train-auc:0.866848±0.003439 test-auc:0.817589±0.015934 
[5868]  train-auc:0.866851±0.003441 test-auc:0.817595±0.015938 
[5869]  train-auc:0.866854±0.003439 test-auc:0.817593±0.015934 
[5870]  train-auc:0.866860±0.003441 test-auc:0.817597±0.015940 
[5871]  train-auc:0.866866±0.003441 test-auc:0.817600±0.015943 
[5872]  train-auc:0.866869±0.003442 test-auc:0.817599±0.015945 
[5873]  train-auc:0.866874±0.003440 test-auc:0.817607±0.015937 
[5874]  train-auc:0.866880±0.003439 test-auc:0.817602±0.015947 
[5875]  train-auc:0.866882±0.003441 test-auc:0.817597±0.015951 
[5876]  train-auc:0.866889±0.003437 test-auc:0.817603±0.015951 
[5877]  train-auc:0.866895±0.003435 test-auc:0.817605±0.015954 
[5878]  train-auc:0.866901±0.003433 test-auc:0.817607±0.015949 
[5879]  train-auc:0.866910±0.003434 test-auc:0.817600±0.015953 
[5880]  train-auc:0.866915±0.003433 test-auc:0.817608±0.015949 
[5881]  train-auc:0.866919±0.003432 test-auc:0.817605±0.015954 
[5882]  train-auc:0.866923±0.003432 test-auc:0.817606±0.015954 
[5883]  train-auc:0.866926±0.003432 test-auc:0.817611±0.015958 
[5884]  train-auc:0.866932±0.003432 test-auc:0.817614±0.015959 
[5885]  train-auc:0.866935±0.003431 test-auc:0.817611±0.015957 
[5886]  train-auc:0.866941±0.003430 test-auc:0.817611±0.015951 
[5887]  train-auc:0.866945±0.003430 test-auc:0.817617±0.015950 
[5888]  train-auc:0.866949±0.003429 test-auc:0.817614±0.015948 
[5889]  train-auc:0.866953±0.003429 test-auc:0.817612±0.015945 
[5890]  train-auc:0.866955±0.003430 test-auc:0.817614±0.015948 
[5891]  train-auc:0.866959±0.003431 test-auc:0.817618±0.015942 
[5892]  train-auc:0.866964±0.003431 test-auc:0.817619±0.015943 
[5893]  train-auc:0.866966±0.003431 test-auc:0.817615±0.015941 
[5894]  train-auc:0.866973±0.003434 test-auc:0.817611±0.015937 
[5895]  train-auc:0.866976±0.003434 test-auc:0.817619±0.015937 
[5896]  train-auc:0.866981±0.003432 test-auc:0.817623±0.015952 
[5897]  train-auc:0.866984±0.003433 test-auc:0.817623±0.015954 
[5898]  train-auc:0.866986±0.003434 test-auc:0.817623±0.015955 
[5899]  train-auc:0.866989±0.003434 test-auc:0.817628±0.015959 
[5900]  train-auc:0.866994±0.003435 test-auc:0.817627±0.015966 
[5901]  train-auc:0.866997±0.003435 test-auc:0.817632±0.015964 
[5902]  train-auc:0.867001±0.003434 test-auc:0.817644±0.015966 
[5903]  train-auc:0.867007±0.003431 test-auc:0.817641±0.015960 
[5904]  train-auc:0.867012±0.003430 test-auc:0.817642±0.015965 
[5905]  train-auc:0.867016±0.003432 test-auc:0.817640±0.015961 
[5906]  train-auc:0.867021±0.003432 test-auc:0.817636±0.015961 
[5907]  train-auc:0.867024±0.003433 test-auc:0.817643±0.015964 
[5908]  train-auc:0.867030±0.003432 test-auc:0.817639±0.015961 
[5909]  train-auc:0.867036±0.003431 test-auc:0.817635±0.015968 
[5910]  train-auc:0.867038±0.003433 test-auc:0.817635±0.015969 
[5911]  train-auc:0.867042±0.003432 test-auc:0.817638±0.015966 
[5912]  train-auc:0.867045±0.003432 test-auc:0.817637±0.015966 
[5913]  train-auc:0.867048±0.003434 test-auc:0.817628±0.015961 
[5914]  train-auc:0.867054±0.003434 test-auc:0.817630±0.015953 
[5915]  train-auc:0.867061±0.003433 test-auc:0.817630±0.015955 
[5916]  train-auc:0.867065±0.003431 test-auc:0.817630±0.015961 
[5917]  train-auc:0.867070±0.003429 test-auc:0.817630±0.015962 
[5918]  train-auc:0.867073±0.003429 test-auc:0.817631±0.015960 
[5919]  train-auc:0.867076±0.003426 test-auc:0.817626±0.015951 
[5920]  train-auc:0.867081±0.003426 test-auc:0.817633±0.015951 
[5921]  train-auc:0.867084±0.003426 test-auc:0.817637±0.015955 
[5922]  train-auc:0.867086±0.003424 test-auc:0.817639±0.015956 
[5923]  train-auc:0.867089±0.003423 test-auc:0.817637±0.015960 
[5924]  train-auc:0.867095±0.003426 test-auc:0.817642±0.015964 
[5925]  train-auc:0.867101±0.003424 test-auc:0.817647±0.015961 
[5926]  train-auc:0.867111±0.003427 test-auc:0.817648±0.015966 
[5927]  train-auc:0.867115±0.003425 test-auc:0.817653±0.015967 
[5928]  train-auc:0.867118±0.003424 test-auc:0.817665±0.015976 
[5929]  train-auc:0.867122±0.003424 test-auc:0.817667±0.015976 
[5930]  train-auc:0.867127±0.003424 test-auc:0.817671±0.015975 
[5931]  train-auc:0.867133±0.003421 test-auc:0.817673±0.015974 
[5932]  train-auc:0.867136±0.003420 test-auc:0.817677±0.015977 
[5933]  train-auc:0.867140±0.003421 test-auc:0.817677±0.015974 
[5934]  train-auc:0.867148±0.003419 test-auc:0.817684±0.015983 
[5935]  train-auc:0.867158±0.003417 test-auc:0.817681±0.015991 
[5936]  train-auc:0.867164±0.003419 test-auc:0.817678±0.015993 
[5937]  train-auc:0.867173±0.003415 test-auc:0.817675±0.015981 
[5938]  train-auc:0.867178±0.003413 test-auc:0.817676±0.015981 
[5939]  train-auc:0.867184±0.003410 test-auc:0.817673±0.015977 
[5940]  train-auc:0.867192±0.003406 test-auc:0.817676±0.015981 
[5941]  train-auc:0.867196±0.003406 test-auc:0.817674±0.015990 
[5942]  train-auc:0.867203±0.003405 test-auc:0.817679±0.015986 
[5943]  train-auc:0.867206±0.003404 test-auc:0.817676±0.015986 
[5944]  train-auc:0.867212±0.003401 test-auc:0.817683±0.015988 
[5945]  train-auc:0.867215±0.003401 test-auc:0.817689±0.015977 
[5946]  train-auc:0.867219±0.003400 test-auc:0.817683±0.015981 
[5947]  train-auc:0.867225±0.003400 test-auc:0.817677±0.015972 
[5948]  train-auc:0.867230±0.003399 test-auc:0.817683±0.015968 
[5949]  train-auc:0.867234±0.003398 test-auc:0.817678±0.015969 
[5950]  train-auc:0.867237±0.003398 test-auc:0.817683±0.015974 
[5951]  train-auc:0.867239±0.003397 test-auc:0.817681±0.015974 
[5952]  train-auc:0.867244±0.003396 test-auc:0.817680±0.015976 
[5953]  train-auc:0.867246±0.003396 test-auc:0.817681±0.015974 
[5954]  train-auc:0.867250±0.003395 test-auc:0.817683±0.015963 
[5955]  train-auc:0.867253±0.003396 test-auc:0.817686±0.015960 
[5956]  train-auc:0.867256±0.003395 test-auc:0.817690±0.015962 
[5957]  train-auc:0.867259±0.003394 test-auc:0.817690±0.015965 
[5958]  train-auc:0.867267±0.003392 test-auc:0.817691±0.015949 
[5959]  train-auc:0.867273±0.003390 test-auc:0.817692±0.015954 
[5960]  train-auc:0.867278±0.003389 test-auc:0.817696±0.015956 
[5961]  train-auc:0.867283±0.003388 test-auc:0.817707±0.015964 
[5962]  train-auc:0.867287±0.003386 test-auc:0.817709±0.015969 
[5963]  train-auc:0.867295±0.003387 test-auc:0.817711±0.015973 
[5964]  train-auc:0.867299±0.003388 test-auc:0.817717±0.015973 
[5965]  train-auc:0.867302±0.003385 test-auc:0.817712±0.015972 
[5966]  train-auc:0.867310±0.003384 test-auc:0.817711±0.015975 
[5967]  train-auc:0.867312±0.003385 test-auc:0.817711±0.015979 
[5968]  train-auc:0.867318±0.003385 test-auc:0.817719±0.015974 
[5969]  train-auc:0.867320±0.003386 test-auc:0.817715±0.015973 
[5970]  train-auc:0.867325±0.003386 test-auc:0.817715±0.015968 
[5971]  train-auc:0.867331±0.003387 test-auc:0.817707±0.015965 
[5972]  train-auc:0.867335±0.003386 test-auc:0.817713±0.015960 
[5973]  train-auc:0.867341±0.003386 test-auc:0.817714±0.015962 
[5974]  train-auc:0.867346±0.003384 test-auc:0.817715±0.015970 
[5975]  train-auc:0.867350±0.003384 test-auc:0.817715±0.015971 
[5976]  train-auc:0.867357±0.003381 test-auc:0.817715±0.015976 
[5977]  train-auc:0.867360±0.003383 test-auc:0.817721±0.015963 
[5978]  train-auc:0.867363±0.003382 test-auc:0.817724±0.015957 
[5979]  train-auc:0.867369±0.003379 test-auc:0.817732±0.015963 
[5980]  train-auc:0.867373±0.003378 test-auc:0.817723±0.015960 
[5981]  train-auc:0.867379±0.003379 test-auc:0.817716±0.015950 
[5982]  train-auc:0.867384±0.003380 test-auc:0.817715±0.015954 
[5983]  train-auc:0.867390±0.003378 test-auc:0.817710±0.015946 
[5984]  train-auc:0.867396±0.003381 test-auc:0.817710±0.015948 
[5985]  train-auc:0.867402±0.003379 test-auc:0.817706±0.015952 
[5986]  train-auc:0.867407±0.003377 test-auc:0.817715±0.015945 
[5987]  train-auc:0.867410±0.003377 test-auc:0.817706±0.015949 
[5988]  train-auc:0.867415±0.003376 test-auc:0.817708±0.015948 
[5989]  train-auc:0.867418±0.003376 test-auc:0.817710±0.015952 
[5990]  train-auc:0.867421±0.003377 test-auc:0.817711±0.015960 
[5991]  train-auc:0.867429±0.003377 test-auc:0.817710±0.015962 
[5992]  train-auc:0.867433±0.003375 test-auc:0.817713±0.015950 
[5993]  train-auc:0.867436±0.003374 test-auc:0.817711±0.015954 
[5994]  train-auc:0.867438±0.003375 test-auc:0.817709±0.015951 
[5995]  train-auc:0.867445±0.003374 test-auc:0.817714±0.015954 
[5996]  train-auc:0.867450±0.003373 test-auc:0.817717±0.015959 
[5997]  train-auc:0.867455±0.003370 test-auc:0.817716±0.015957 
[5998]  train-auc:0.867458±0.003370 test-auc:0.817708±0.015964 
[5999]  train-auc:0.867460±0.003368 test-auc:0.817708±0.015969 
[6000]  train-auc:0.867463±0.003368 test-auc:0.817703±0.015963 
[6001]  train-auc:0.867467±0.003370 test-auc:0.817705±0.015967 
[6002]  train-auc:0.867470±0.003369 test-auc:0.817702±0.015970 
[6003]  train-auc:0.867474±0.003367 test-auc:0.817706±0.015964 
[6004]  train-auc:0.867477±0.003367 test-auc:0.817711±0.015960 
[6005]  train-auc:0.867483±0.003365 test-auc:0.817709±0.015962 
[6006]  train-auc:0.867490±0.003364 test-auc:0.817712±0.015951 
[6007]  train-auc:0.867494±0.003361 test-auc:0.817712±0.015957 
[6008]  train-auc:0.867497±0.003362 test-auc:0.817708±0.015957 
[6009]  train-auc:0.867503±0.003360 test-auc:0.817717±0.015955 
[6010]  train-auc:0.867506±0.003360 test-auc:0.817715±0.015954 
[6011]  train-auc:0.867511±0.003360 test-auc:0.817719±0.015950 
[6012]  train-auc:0.867515±0.003359 test-auc:0.817720±0.015951 
[6013]  train-auc:0.867521±0.003359 test-auc:0.817717±0.015941 
[6014]  train-auc:0.867524±0.003358 test-auc:0.817718±0.015942 
[6015]  train-auc:0.867528±0.003358 test-auc:0.817722±0.015942 
[6016]  train-auc:0.867529±0.003357 test-auc:0.817718±0.015944 
[6017]  train-auc:0.867534±0.003357 test-auc:0.817715±0.015937 
[6018]  train-auc:0.867537±0.003358 test-auc:0.817708±0.015939 
[6019]  train-auc:0.867540±0.003361 test-auc:0.817706±0.015949 
[6020]  train-auc:0.867544±0.003361 test-auc:0.817706±0.015947 
[6021]  train-auc:0.867546±0.003362 test-auc:0.817708±0.015951 
[6022]  train-auc:0.867552±0.003362 test-auc:0.817716±0.015947 
[6023]  train-auc:0.867557±0.003360 test-auc:0.817724±0.015928 
[6024]  train-auc:0.867563±0.003361 test-auc:0.817718±0.015925 
[6025]  train-auc:0.867567±0.003358 test-auc:0.817716±0.015929 
[6026]  train-auc:0.867571±0.003356 test-auc:0.817724±0.015925 
[6027]  train-auc:0.867573±0.003356 test-auc:0.817720±0.015924 
[6028]  train-auc:0.867578±0.003354 test-auc:0.817722±0.015928 
[6029]  train-auc:0.867582±0.003353 test-auc:0.817733±0.015935 
[6030]  train-auc:0.867585±0.003354 test-auc:0.817738±0.015929 
[6031]  train-auc:0.867589±0.003354 test-auc:0.817738±0.015928 
[6032]  train-auc:0.867594±0.003354 test-auc:0.817735±0.015924 
[6033]  train-auc:0.867601±0.003350 test-auc:0.817738±0.015923 
[6034]  train-auc:0.867604±0.003350 test-auc:0.817738±0.015918 
[6035]  train-auc:0.867610±0.003350 test-auc:0.817735±0.015918 
[6036]  train-auc:0.867614±0.003349 test-auc:0.817736±0.015908 
[6037]  train-auc:0.867621±0.003349 test-auc:0.817740±0.015915 
[6038]  train-auc:0.867624±0.003351 test-auc:0.817749±0.015906 
[6039]  train-auc:0.867629±0.003351 test-auc:0.817753±0.015909 
[6040]  train-auc:0.867632±0.003351 test-auc:0.817752±0.015905 
[6041]  train-auc:0.867637±0.003351 test-auc:0.817760±0.015912 
[6042]  train-auc:0.867639±0.003351 test-auc:0.817761±0.015913 
[6043]  train-auc:0.867643±0.003350 test-auc:0.817761±0.015914 
[6044]  train-auc:0.867647±0.003350 test-auc:0.817765±0.015910 
[6045]  train-auc:0.867650±0.003350 test-auc:0.817764±0.015906 
[6046]  train-auc:0.867654±0.003349 test-auc:0.817764±0.015911 
[6047]  train-auc:0.867657±0.003348 test-auc:0.817767±0.015913 
[6048]  train-auc:0.867660±0.003349 test-auc:0.817757±0.015914 
[6049]  train-auc:0.867665±0.003347 test-auc:0.817750±0.015913 
[6050]  train-auc:0.867668±0.003346 test-auc:0.817753±0.015908 
[6051]  train-auc:0.867672±0.003344 test-auc:0.817756±0.015907 
[6052]  train-auc:0.867673±0.003346 test-auc:0.817753±0.015912 
[6053]  train-auc:0.867677±0.003346 test-auc:0.817755±0.015914 
[6054]  train-auc:0.867681±0.003348 test-auc:0.817755±0.015908 
[6055]  train-auc:0.867683±0.003348 test-auc:0.817751±0.015907 
[6056]  train-auc:0.867687±0.003348 test-auc:0.817747±0.015913 
[6057]  train-auc:0.867689±0.003348 test-auc:0.817753±0.015913 
[6058]  train-auc:0.867690±0.003350 test-auc:0.817749±0.015913 
[6059]  train-auc:0.867693±0.003351 test-auc:0.817749±0.015920 
[6060]  train-auc:0.867699±0.003349 test-auc:0.817749±0.015912 
[6061]  train-auc:0.867703±0.003349 test-auc:0.817746±0.015912 
[6062]  train-auc:0.867705±0.003347 test-auc:0.817749±0.015906 
[6063]  train-auc:0.867709±0.003348 test-auc:0.817748±0.015901 
[6064]  train-auc:0.867712±0.003347 test-auc:0.817749±0.015899 
[6065]  train-auc:0.867716±0.003346 test-auc:0.817748±0.015900 
[6066]  train-auc:0.867717±0.003346 test-auc:0.817743±0.015896 
[6067]  train-auc:0.867720±0.003346 test-auc:0.817749±0.015899 
[6068]  train-auc:0.867727±0.003348 test-auc:0.817738±0.015897 
[6069]  train-auc:0.867729±0.003348 test-auc:0.817735±0.015900 
[6070]  train-auc:0.867732±0.003350 test-auc:0.817733±0.015895 
[6071]  train-auc:0.867735±0.003351 test-auc:0.817736±0.015900 
[6072]  train-auc:0.867738±0.003351 test-auc:0.817742±0.015905 
[6073]  train-auc:0.867741±0.003350 test-auc:0.817742±0.015907 
[6074]  train-auc:0.867743±0.003350 test-auc:0.817742±0.015908 
[6075]  train-auc:0.867746±0.003351 test-auc:0.817745±0.015911 
[6076]  train-auc:0.867750±0.003350 test-auc:0.817750±0.015910 
[6077]  train-auc:0.867754±0.003348 test-auc:0.817744±0.015913 
[6078]  train-auc:0.867758±0.003348 test-auc:0.817750±0.015913 
[6079]  train-auc:0.867760±0.003349 test-auc:0.817753±0.015910 
[6080]  train-auc:0.867762±0.003350 test-auc:0.817750±0.015913 
[6081]  train-auc:0.867764±0.003350 test-auc:0.817751±0.015914 
[6082]  train-auc:0.867770±0.003348 test-auc:0.817753±0.015920 
[6083]  train-auc:0.867774±0.003346 test-auc:0.817755±0.015916 
[6084]  train-auc:0.867781±0.003344 test-auc:0.817764±0.015915 
[6085]  train-auc:0.867785±0.003344 test-auc:0.817768±0.015911 
[6086]  train-auc:0.867788±0.003343 test-auc:0.817766±0.015918 
[6087]  train-auc:0.867793±0.003342 test-auc:0.817772±0.015919 
[6088]  train-auc:0.867799±0.003341 test-auc:0.817767±0.015920 
[6089]  train-auc:0.867803±0.003344 test-auc:0.817767±0.015925 
[6090]  train-auc:0.867806±0.003342 test-auc:0.817764±0.015932 
[6091]  train-auc:0.867808±0.003341 test-auc:0.817760±0.015934 
[6092]  train-auc:0.867815±0.003343 test-auc:0.817755±0.015931 
[6093]  train-auc:0.867821±0.003340 test-auc:0.817759±0.015939 
[6094]  train-auc:0.867827±0.003339 test-auc:0.817756±0.015937 
[6095]  train-auc:0.867834±0.003337 test-auc:0.817756±0.015935 
[6096]  train-auc:0.867838±0.003337 test-auc:0.817754±0.015931 
[6097]  train-auc:0.867841±0.003335 test-auc:0.817756±0.015926 
[6098]  train-auc:0.867845±0.003332 test-auc:0.817755±0.015927 
[6099]  train-auc:0.867848±0.003332 test-auc:0.817753±0.015932 
[6100]  train-auc:0.867853±0.003331 test-auc:0.817760±0.015926 
[6101]  train-auc:0.867856±0.003331 test-auc:0.817765±0.015927 
[6102]  train-auc:0.867861±0.003331 test-auc:0.817765±0.015934 
[6103]  train-auc:0.867866±0.003331 test-auc:0.817761±0.015941 
[6104]  train-auc:0.867872±0.003330 test-auc:0.817757±0.015935 
[6105]  train-auc:0.867877±0.003328 test-auc:0.817754±0.015932 
[6106]  train-auc:0.867882±0.003323 test-auc:0.817758±0.015930 
[6107]  train-auc:0.867889±0.003324 test-auc:0.817763±0.015922 
[6108]  train-auc:0.867891±0.003323 test-auc:0.817763±0.015917 
[6109]  train-auc:0.867895±0.003322 test-auc:0.817767±0.015919 
[6110]  train-auc:0.867898±0.003322 test-auc:0.817772±0.015915 
[6111]  train-auc:0.867904±0.003323 test-auc:0.817773±0.015927 
[6112]  train-auc:0.867907±0.003323 test-auc:0.817774±0.015924 
[6113]  train-auc:0.867913±0.003321 test-auc:0.817771±0.015918 
[6114]  train-auc:0.867917±0.003322 test-auc:0.817774±0.015916 
[6115]  train-auc:0.867923±0.003321 test-auc:0.817776±0.015915 
[6116]  train-auc:0.867926±0.003322 test-auc:0.817772±0.015915 
[6117]  train-auc:0.867932±0.003319 test-auc:0.817771±0.015915 
[6118]  train-auc:0.867937±0.003317 test-auc:0.817772±0.015911 
[6119]  train-auc:0.867939±0.003317 test-auc:0.817766±0.015899 
[6120]  train-auc:0.867942±0.003319 test-auc:0.817763±0.015901 
[6121]  train-auc:0.867948±0.003320 test-auc:0.817775±0.015902 
[6122]  train-auc:0.867951±0.003320 test-auc:0.817774±0.015894 
[6123]  train-auc:0.867952±0.003319 test-auc:0.817780±0.015892 
[6124]  train-auc:0.867959±0.003315 test-auc:0.817779±0.015896 
[6125]  train-auc:0.867963±0.003314 test-auc:0.817772±0.015897 
[6126]  train-auc:0.867965±0.003314 test-auc:0.817769±0.015895 
[6127]  train-auc:0.867970±0.003315 test-auc:0.817772±0.015895 
[6128]  train-auc:0.867972±0.003313 test-auc:0.817777±0.015899 
[6129]  train-auc:0.867977±0.003315 test-auc:0.817780±0.015892 
[6130]  train-auc:0.867981±0.003314 test-auc:0.817778±0.015891 
[6131]  train-auc:0.867983±0.003314 test-auc:0.817774±0.015891 
[6132]  train-auc:0.867987±0.003313 test-auc:0.817770±0.015901 
[6133]  train-auc:0.867990±0.003314 test-auc:0.817775±0.015904 
[6134]  train-auc:0.867994±0.003313 test-auc:0.817772±0.015902 
[6135]  train-auc:0.867999±0.003311 test-auc:0.817774±0.015910 
[6136]  train-auc:0.868004±0.003310 test-auc:0.817778±0.015908 
[6137]  train-auc:0.868013±0.003309 test-auc:0.817785±0.015890 
[6138]  train-auc:0.868016±0.003310 test-auc:0.817780±0.015889 
[6139]  train-auc:0.868021±0.003308 test-auc:0.817781±0.015883 
[6140]  train-auc:0.868026±0.003307 test-auc:0.817788±0.015891 
[6141]  train-auc:0.868028±0.003308 test-auc:0.817795±0.015888 
[6142]  train-auc:0.868034±0.003304 test-auc:0.817804±0.015898 
[6143]  train-auc:0.868038±0.003305 test-auc:0.817805±0.015893 
[6144]  train-auc:0.868042±0.003304 test-auc:0.817806±0.015895 
[6145]  train-auc:0.868046±0.003303 test-auc:0.817811±0.015896 
[6146]  train-auc:0.868051±0.003302 test-auc:0.817821±0.015891 
[6147]  train-auc:0.868054±0.003301 test-auc:0.817818±0.015884 
[6148]  train-auc:0.868058±0.003300 test-auc:0.817823±0.015887 
[6149]  train-auc:0.868064±0.003296 test-auc:0.817829±0.015884 
[6150]  train-auc:0.868067±0.003299 test-auc:0.817822±0.015888 
[6151]  train-auc:0.868069±0.003297 test-auc:0.817819±0.015896 
[6152]  train-auc:0.868072±0.003299 test-auc:0.817821±0.015899 
[6153]  train-auc:0.868080±0.003297 test-auc:0.817826±0.015900 
[6154]  train-auc:0.868084±0.003295 test-auc:0.817826±0.015902 
[6155]  train-auc:0.868087±0.003293 test-auc:0.817823±0.015899 
[6156]  train-auc:0.868091±0.003294 test-auc:0.817820±0.015894 
[6157]  train-auc:0.868096±0.003290 test-auc:0.817820±0.015895 
[6158]  train-auc:0.868099±0.003290 test-auc:0.817826±0.015889 
[6159]  train-auc:0.868102±0.003289 test-auc:0.817830±0.015892 
[6160]  train-auc:0.868107±0.003288 test-auc:0.817824±0.015893 
[6161]  train-auc:0.868113±0.003286 test-auc:0.817827±0.015898 
[6162]  train-auc:0.868114±0.003286 test-auc:0.817827±0.015895 
[6163]  train-auc:0.868117±0.003287 test-auc:0.817831±0.015892 
[6164]  train-auc:0.868122±0.003287 test-auc:0.817831±0.015891 
[6165]  train-auc:0.868128±0.003283 test-auc:0.817840±0.015903 
[6166]  train-auc:0.868133±0.003282 test-auc:0.817837±0.015902 
[6167]  train-auc:0.868135±0.003281 test-auc:0.817840±0.015898 
[6168]  train-auc:0.868139±0.003281 test-auc:0.817844±0.015904 
[6169]  train-auc:0.868143±0.003280 test-auc:0.817845±0.015901 
[6170]  train-auc:0.868146±0.003280 test-auc:0.817848±0.015895 
[6171]  train-auc:0.868151±0.003278 test-auc:0.817857±0.015893 
[6172]  train-auc:0.868155±0.003277 test-auc:0.817862±0.015901 
[6173]  train-auc:0.868158±0.003275 test-auc:0.817861±0.015906 
[6174]  train-auc:0.868168±0.003273 test-auc:0.817864±0.015905 
[6175]  train-auc:0.868173±0.003272 test-auc:0.817869±0.015911 
[6176]  train-auc:0.868178±0.003271 test-auc:0.817868±0.015913 
[6177]  train-auc:0.868182±0.003269 test-auc:0.817870±0.015921 
[6178]  train-auc:0.868185±0.003270 test-auc:0.817866±0.015912 
[6179]  train-auc:0.868188±0.003270 test-auc:0.817865±0.015906 
[6180]  train-auc:0.868191±0.003269 test-auc:0.817870±0.015907 
[6181]  train-auc:0.868197±0.003268 test-auc:0.817872±0.015907 
[6182]  train-auc:0.868198±0.003267 test-auc:0.817876±0.015908 
[6183]  train-auc:0.868202±0.003267 test-auc:0.817872±0.015908 
[6184]  train-auc:0.868206±0.003266 test-auc:0.817883±0.015908 
[6185]  train-auc:0.868210±0.003263 test-auc:0.817883±0.015918 
[6186]  train-auc:0.868213±0.003261 test-auc:0.817882±0.015913 
[6187]  train-auc:0.868219±0.003263 test-auc:0.817884±0.015908 
[6188]  train-auc:0.868222±0.003261 test-auc:0.817883±0.015908 
[6189]  train-auc:0.868228±0.003258 test-auc:0.817883±0.015911 
[6190]  train-auc:0.868235±0.003259 test-auc:0.817891±0.015909 
[6191]  train-auc:0.868238±0.003259 test-auc:0.817897±0.015915 
[6192]  train-auc:0.868244±0.003257 test-auc:0.817893±0.015910 
[6193]  train-auc:0.868248±0.003255 test-auc:0.817899±0.015913 
[6194]  train-auc:0.868256±0.003254 test-auc:0.817902±0.015922 
[6195]  train-auc:0.868259±0.003252 test-auc:0.817904±0.015929 
[6196]  train-auc:0.868261±0.003251 test-auc:0.817900±0.015927 
[6197]  train-auc:0.868266±0.003249 test-auc:0.817894±0.015923 
[6198]  train-auc:0.868269±0.003248 test-auc:0.817901±0.015909 
[6199]  train-auc:0.868272±0.003248 test-auc:0.817905±0.015915 
[6200]  train-auc:0.868274±0.003248 test-auc:0.817907±0.015914 
[6201]  train-auc:0.868279±0.003248 test-auc:0.817909±0.015922 
[6202]  train-auc:0.868283±0.003247 test-auc:0.817908±0.015919 
[6203]  train-auc:0.868286±0.003248 test-auc:0.817902±0.015919 
[6204]  train-auc:0.868289±0.003248 test-auc:0.817910±0.015911 
[6205]  train-auc:0.868295±0.003244 test-auc:0.817902±0.015907 
[6206]  train-auc:0.868298±0.003243 test-auc:0.817905±0.015906 
[6207]  train-auc:0.868304±0.003243 test-auc:0.817916±0.015906 
[6208]  train-auc:0.868308±0.003244 test-auc:0.817915±0.015906 
[6209]  train-auc:0.868310±0.003245 test-auc:0.817921±0.015907 
[6210]  train-auc:0.868317±0.003243 test-auc:0.817917±0.015903 
[6211]  train-auc:0.868324±0.003240 test-auc:0.817920±0.015907 
[6212]  train-auc:0.868329±0.003239 test-auc:0.817916±0.015905 
[6213]  train-auc:0.868335±0.003240 test-auc:0.817913±0.015909 
[6214]  train-auc:0.868339±0.003239 test-auc:0.817921±0.015900 
[6215]  train-auc:0.868343±0.003238 test-auc:0.817923±0.015900 
[6216]  train-auc:0.868345±0.003239 test-auc:0.817922±0.015904 
[6217]  train-auc:0.868350±0.003239 test-auc:0.817918±0.015904 
[6218]  train-auc:0.868356±0.003237 test-auc:0.817916±0.015899 
[6219]  train-auc:0.868363±0.003235 test-auc:0.817919±0.015895 
[6220]  train-auc:0.868365±0.003235 test-auc:0.817913±0.015891 
[6221]  train-auc:0.868370±0.003233 test-auc:0.817915±0.015890 
[6222]  train-auc:0.868374±0.003233 test-auc:0.817922±0.015895 
[6223]  train-auc:0.868382±0.003230 test-auc:0.817928±0.015894 
[6224]  train-auc:0.868390±0.003229 test-auc:0.817926±0.015890 
[6225]  train-auc:0.868396±0.003226 test-auc:0.817924±0.015891 
[6226]  train-auc:0.868399±0.003226 test-auc:0.817924±0.015891 
[6227]  train-auc:0.868402±0.003227 test-auc:0.817925±0.015891 
[6228]  train-auc:0.868407±0.003226 test-auc:0.817933±0.015891 
[6229]  train-auc:0.868410±0.003225 test-auc:0.817937±0.015888 
[6230]  train-auc:0.868414±0.003226 test-auc:0.817941±0.015882 
[6231]  train-auc:0.868422±0.003223 test-auc:0.817935±0.015882 
[6232]  train-auc:0.868426±0.003224 test-auc:0.817940±0.015889 
[6233]  train-auc:0.868430±0.003222 test-auc:0.817936±0.015890 
[6234]  train-auc:0.868437±0.003219 test-auc:0.817934±0.015886 
[6235]  train-auc:0.868440±0.003218 test-auc:0.817935±0.015881 
[6236]  train-auc:0.868448±0.003217 test-auc:0.817936±0.015875 
[6237]  train-auc:0.868452±0.003216 test-auc:0.817935±0.015872 
[6238]  train-auc:0.868454±0.003215 test-auc:0.817934±0.015871 
[6239]  train-auc:0.868458±0.003216 test-auc:0.817939±0.015864 
[6240]  train-auc:0.868460±0.003216 test-auc:0.817941±0.015869 
[6241]  train-auc:0.868462±0.003217 test-auc:0.817942±0.015859 
[6242]  train-auc:0.868468±0.003216 test-auc:0.817946±0.015855 
[6243]  train-auc:0.868470±0.003216 test-auc:0.817946±0.015851 
[6244]  train-auc:0.868472±0.003215 test-auc:0.817949±0.015854 
[6245]  train-auc:0.868475±0.003214 test-auc:0.817944±0.015853 
[6246]  train-auc:0.868480±0.003215 test-auc:0.817939±0.015866 
[6247]  train-auc:0.868484±0.003217 test-auc:0.817937±0.015868 
[6248]  train-auc:0.868493±0.003216 test-auc:0.817936±0.015861 
[6249]  train-auc:0.868500±0.003215 test-auc:0.817936±0.015858 
[6250]  train-auc:0.868504±0.003213 test-auc:0.817932±0.015858 
[6251]  train-auc:0.868511±0.003211 test-auc:0.817930±0.015862 
[6252]  train-auc:0.868515±0.003210 test-auc:0.817934±0.015862 
[6253]  train-auc:0.868523±0.003211 test-auc:0.817937±0.015868 
[6254]  train-auc:0.868527±0.003211 test-auc:0.817936±0.015860 
[6255]  train-auc:0.868530±0.003211 test-auc:0.817943±0.015862 
[6256]  train-auc:0.868536±0.003210 test-auc:0.817950±0.015868 
[6257]  train-auc:0.868540±0.003209 test-auc:0.817952±0.015868 
[6258]  train-auc:0.868544±0.003208 test-auc:0.817953±0.015865 
[6259]  train-auc:0.868550±0.003207 test-auc:0.817955±0.015864 
[6260]  train-auc:0.868552±0.003207 test-auc:0.817957±0.015869 
[6261]  train-auc:0.868556±0.003207 test-auc:0.817958±0.015869 
[6262]  train-auc:0.868563±0.003207 test-auc:0.817954±0.015869 
[6263]  train-auc:0.868570±0.003204 test-auc:0.817955±0.015867 
[6264]  train-auc:0.868575±0.003206 test-auc:0.817956±0.015864 
[6265]  train-auc:0.868580±0.003207 test-auc:0.817957±0.015865 
[6266]  train-auc:0.868584±0.003209 test-auc:0.817960±0.015865 
[6267]  train-auc:0.868587±0.003210 test-auc:0.817963±0.015863 
[6268]  train-auc:0.868590±0.003209 test-auc:0.817963±0.015862 
[6269]  train-auc:0.868593±0.003210 test-auc:0.817962±0.015860 
[6270]  train-auc:0.868596±0.003211 test-auc:0.817966±0.015859 
[6271]  train-auc:0.868600±0.003209 test-auc:0.817971±0.015858 
[6272]  train-auc:0.868603±0.003209 test-auc:0.817971±0.015859 
[6273]  train-auc:0.868606±0.003209 test-auc:0.817971±0.015860 
[6274]  train-auc:0.868610±0.003211 test-auc:0.817965±0.015860 
[6275]  train-auc:0.868614±0.003211 test-auc:0.817966±0.015860 
[6276]  train-auc:0.868615±0.003210 test-auc:0.817966±0.015866 
[6277]  train-auc:0.868618±0.003210 test-auc:0.817968±0.015868 
[6278]  train-auc:0.868622±0.003210 test-auc:0.817973±0.015866 
[6279]  train-auc:0.868625±0.003211 test-auc:0.817974±0.015869 
[6280]  train-auc:0.868628±0.003210 test-auc:0.817980±0.015865 
[6281]  train-auc:0.868635±0.003209 test-auc:0.817982±0.015867 
[6282]  train-auc:0.868639±0.003207 test-auc:0.817984±0.015865 
[6283]  train-auc:0.868641±0.003208 test-auc:0.817985±0.015862 
[6284]  train-auc:0.868646±0.003206 test-auc:0.817989±0.015870 
[6285]  train-auc:0.868649±0.003207 test-auc:0.817983±0.015869 
[6286]  train-auc:0.868653±0.003205 test-auc:0.817984±0.015871 
[6287]  train-auc:0.868659±0.003205 test-auc:0.817987±0.015870 
[6288]  train-auc:0.868660±0.003206 test-auc:0.817987±0.015874 
[6289]  train-auc:0.868665±0.003203 test-auc:0.817990±0.015876 
[6290]  train-auc:0.868670±0.003205 test-auc:0.817990±0.015871 
[6291]  train-auc:0.868673±0.003206 test-auc:0.817996±0.015872 
[6292]  train-auc:0.868676±0.003208 test-auc:0.818000±0.015870 
[6293]  train-auc:0.868680±0.003206 test-auc:0.818002±0.015871 
[6294]  train-auc:0.868682±0.003205 test-auc:0.818001±0.015874 
[6295]  train-auc:0.868684±0.003205 test-auc:0.817999±0.015874 
[6296]  train-auc:0.868688±0.003207 test-auc:0.817995±0.015872 
[6297]  train-auc:0.868691±0.003208 test-auc:0.817998±0.015868 
[6298]  train-auc:0.868693±0.003208 test-auc:0.817997±0.015869 
[6299]  train-auc:0.868693±0.003207 test-auc:0.817998±0.015863 
[6300]  train-auc:0.868697±0.003208 test-auc:0.818001±0.015864 
[6301]  train-auc:0.868699±0.003209 test-auc:0.818004±0.015865 
[6302]  train-auc:0.868706±0.003207 test-auc:0.818001±0.015861 
[6303]  train-auc:0.868708±0.003207 test-auc:0.818001±0.015863 
[6304]  train-auc:0.868713±0.003207 test-auc:0.818000±0.015862 
[6305]  train-auc:0.868716±0.003207 test-auc:0.817999±0.015860 
[6306]  train-auc:0.868720±0.003207 test-auc:0.817993±0.015861 
[6307]  train-auc:0.868725±0.003203 test-auc:0.817995±0.015859 
[6308]  train-auc:0.868732±0.003206 test-auc:0.817998±0.015852 
[6309]  train-auc:0.868736±0.003204 test-auc:0.818001±0.015853 
[6310]  train-auc:0.868739±0.003205 test-auc:0.818000±0.015847 
[6311]  train-auc:0.868743±0.003203 test-auc:0.818003±0.015853 
[6312]  train-auc:0.868744±0.003203 test-auc:0.817998±0.015849 
[6313]  train-auc:0.868750±0.003200 test-auc:0.817998±0.015838 
[6314]  train-auc:0.868753±0.003200 test-auc:0.817996±0.015838 
[6315]  train-auc:0.868758±0.003199 test-auc:0.818002±0.015843 
[6316]  train-auc:0.868759±0.003199 test-auc:0.817999±0.015842 
[6317]  train-auc:0.868764±0.003199 test-auc:0.818002±0.015850 
[6318]  train-auc:0.868766±0.003199 test-auc:0.818001±0.015851 
[6319]  train-auc:0.868773±0.003202 test-auc:0.817995±0.015847 
[6320]  train-auc:0.868778±0.003204 test-auc:0.817994±0.015846 
[6321]  train-auc:0.868779±0.003203 test-auc:0.817992±0.015845 
[6322]  train-auc:0.868781±0.003202 test-auc:0.817996±0.015846 
[6323]  train-auc:0.868786±0.003201 test-auc:0.817995±0.015843 
[6324]  train-auc:0.868789±0.003202 test-auc:0.817995±0.015842 
[6325]  train-auc:0.868793±0.003202 test-auc:0.817991±0.015840 
[6326]  train-auc:0.868795±0.003202 test-auc:0.817987±0.015842 
[6327]  train-auc:0.868798±0.003202 test-auc:0.817986±0.015852 
[6328]  train-auc:0.868802±0.003204 test-auc:0.817992±0.015855 
[6329]  train-auc:0.868804±0.003206 test-auc:0.817989±0.015852 
[6330]  train-auc:0.868807±0.003204 test-auc:0.817992±0.015853 
[6331]  train-auc:0.868813±0.003203 test-auc:0.817998±0.015854 
[6332]  train-auc:0.868816±0.003204 test-auc:0.817998±0.015850 
[6333]  train-auc:0.868819±0.003202 test-auc:0.817998±0.015854 
[6334]  train-auc:0.868823±0.003201 test-auc:0.817998±0.015853 
[6335]  train-auc:0.868828±0.003200 test-auc:0.817991±0.015857 
[6336]  train-auc:0.868832±0.003201 test-auc:0.817994±0.015855 
[6337]  train-auc:0.868836±0.003201 test-auc:0.817995±0.015854 
[6338]  train-auc:0.868840±0.003202 test-auc:0.818004±0.015848 
[6339]  train-auc:0.868842±0.003201 test-auc:0.818005±0.015852 
[6340]  train-auc:0.868846±0.003202 test-auc:0.818011±0.015855 
[6341]  train-auc:0.868851±0.003200 test-auc:0.818020±0.015865 
[6342]  train-auc:0.868858±0.003201 test-auc:0.818023±0.015865 
[6343]  train-auc:0.868862±0.003199 test-auc:0.818022±0.015869 
[6344]  train-auc:0.868865±0.003197 test-auc:0.818025±0.015874 
[6345]  train-auc:0.868870±0.003196 test-auc:0.818024±0.015875 
[6346]  train-auc:0.868875±0.003197 test-auc:0.818030±0.015868 
[6347]  train-auc:0.868879±0.003196 test-auc:0.818033±0.015868 
[6348]  train-auc:0.868882±0.003195 test-auc:0.818032±0.015866 
[6349]  train-auc:0.868886±0.003195 test-auc:0.818033±0.015875 
[6350]  train-auc:0.868894±0.003198 test-auc:0.818034±0.015875 
[6351]  train-auc:0.868898±0.003197 test-auc:0.818039±0.015873 
[6352]  train-auc:0.868905±0.003199 test-auc:0.818042±0.015869 
[6353]  train-auc:0.868909±0.003199 test-auc:0.818040±0.015867 
[6354]  train-auc:0.868911±0.003195 test-auc:0.818040±0.015875 
[6355]  train-auc:0.868914±0.003195 test-auc:0.818038±0.015870 
[6356]  train-auc:0.868917±0.003193 test-auc:0.818035±0.015873 
[6357]  train-auc:0.868922±0.003192 test-auc:0.818034±0.015875 
[6358]  train-auc:0.868929±0.003190 test-auc:0.818034±0.015869 
[6359]  train-auc:0.868933±0.003190 test-auc:0.818037±0.015870 
[6360]  train-auc:0.868936±0.003190 test-auc:0.818034±0.015876 
[6361]  train-auc:0.868942±0.003191 test-auc:0.818032±0.015875 
[6362]  train-auc:0.868946±0.003193 test-auc:0.818039±0.015876 
[6363]  train-auc:0.868949±0.003195 test-auc:0.818038±0.015869 
[6364]  train-auc:0.868951±0.003196 test-auc:0.818033±0.015873 
[6365]  train-auc:0.868955±0.003195 test-auc:0.818033±0.015875 
[6366]  train-auc:0.868960±0.003193 test-auc:0.818037±0.015877 
[6367]  train-auc:0.868964±0.003194 test-auc:0.818040±0.015871 
[6368]  train-auc:0.868970±0.003192 test-auc:0.818049±0.015865 
[6369]  train-auc:0.868977±0.003193 test-auc:0.818050±0.015864 
[6370]  train-auc:0.868983±0.003190 test-auc:0.818053±0.015874 
[6371]  train-auc:0.868989±0.003190 test-auc:0.818055±0.015872 
[6372]  train-auc:0.868992±0.003189 test-auc:0.818053±0.015869 
[6373]  train-auc:0.868996±0.003189 test-auc:0.818063±0.015870 
[6374]  train-auc:0.868999±0.003191 test-auc:0.818061±0.015861 
[6375]  train-auc:0.869004±0.003188 test-auc:0.818057±0.015861 
[6376]  train-auc:0.869008±0.003188 test-auc:0.818057±0.015863 
[6377]  train-auc:0.869010±0.003188 test-auc:0.818056±0.015860 
[6378]  train-auc:0.869018±0.003186 test-auc:0.818058±0.015865 
[6379]  train-auc:0.869021±0.003185 test-auc:0.818060±0.015862 
[6380]  train-auc:0.869023±0.003186 test-auc:0.818059±0.015864 
[6381]  train-auc:0.869028±0.003184 test-auc:0.818064±0.015867 
[6382]  train-auc:0.869030±0.003185 test-auc:0.818061±0.015866 
[6383]  train-auc:0.869035±0.003182 test-auc:0.818065±0.015868 
[6384]  train-auc:0.869038±0.003181 test-auc:0.818067±0.015872 
[6385]  train-auc:0.869043±0.003181 test-auc:0.818057±0.015865 
[6386]  train-auc:0.869048±0.003181 test-auc:0.818060±0.015866 
[6387]  train-auc:0.869056±0.003179 test-auc:0.818060±0.015873 
[6388]  train-auc:0.869058±0.003178 test-auc:0.818060±0.015879 
[6389]  train-auc:0.869062±0.003178 test-auc:0.818067±0.015881 
[6390]  train-auc:0.869068±0.003180 test-auc:0.818064±0.015876 
[6391]  train-auc:0.869072±0.003179 test-auc:0.818066±0.015880 
[6392]  train-auc:0.869075±0.003180 test-auc:0.818068±0.015871 
[6393]  train-auc:0.869080±0.003179 test-auc:0.818071±0.015871 
[6394]  train-auc:0.869083±0.003178 test-auc:0.818076±0.015884 
[6395]  train-auc:0.869088±0.003177 test-auc:0.818080±0.015877 
[6396]  train-auc:0.869091±0.003175 test-auc:0.818085±0.015880 
[6397]  train-auc:0.869097±0.003173 test-auc:0.818088±0.015887 
[6398]  train-auc:0.869100±0.003172 test-auc:0.818094±0.015887 
[6399]  train-auc:0.869102±0.003171 test-auc:0.818095±0.015889 
[6400]  train-auc:0.869105±0.003172 test-auc:0.818093±0.015889 
[6401]  train-auc:0.869111±0.003170 test-auc:0.818102±0.015883 
[6402]  train-auc:0.869114±0.003168 test-auc:0.818100±0.015880 
[6403]  train-auc:0.869117±0.003172 test-auc:0.818106±0.015878 
[6404]  train-auc:0.869120±0.003174 test-auc:0.818113±0.015875 
[6405]  train-auc:0.869126±0.003174 test-auc:0.818118±0.015882 
[6406]  train-auc:0.869129±0.003175 test-auc:0.818112±0.015886 
[6407]  train-auc:0.869132±0.003173 test-auc:0.818109±0.015886 
[6408]  train-auc:0.869134±0.003172 test-auc:0.818112±0.015888 
[6409]  train-auc:0.869138±0.003172 test-auc:0.818112±0.015880 
[6410]  train-auc:0.869140±0.003173 test-auc:0.818115±0.015878 
[6411]  train-auc:0.869144±0.003172 test-auc:0.818112±0.015869 
[6412]  train-auc:0.869152±0.003173 test-auc:0.818114±0.015863 
[6413]  train-auc:0.869153±0.003173 test-auc:0.818113±0.015860 
[6414]  train-auc:0.869158±0.003171 test-auc:0.818113±0.015860 
[6415]  train-auc:0.869160±0.003170 test-auc:0.818116±0.015854 
[6416]  train-auc:0.869165±0.003167 test-auc:0.818120±0.015855 
[6417]  train-auc:0.869167±0.003166 test-auc:0.818119±0.015857 
[6418]  train-auc:0.869173±0.003163 test-auc:0.818119±0.015856 
[6419]  train-auc:0.869177±0.003162 test-auc:0.818117±0.015852 
[6420]  train-auc:0.869179±0.003164 test-auc:0.818111±0.015852 
[6421]  train-auc:0.869182±0.003164 test-auc:0.818105±0.015855 
[6422]  train-auc:0.869189±0.003162 test-auc:0.818119±0.015859 
[6423]  train-auc:0.869191±0.003163 test-auc:0.818123±0.015862 
[6424]  train-auc:0.869195±0.003163 test-auc:0.818120±0.015865 
[6425]  train-auc:0.869201±0.003164 test-auc:0.818120±0.015866 
[6426]  train-auc:0.869202±0.003164 test-auc:0.818121±0.015866 
[6427]  train-auc:0.869206±0.003163 test-auc:0.818120±0.015856 
[6428]  train-auc:0.869214±0.003165 test-auc:0.818123±0.015854 
[6429]  train-auc:0.869218±0.003164 test-auc:0.818127±0.015852 
[6430]  train-auc:0.869227±0.003163 test-auc:0.818134±0.015847 
[6431]  train-auc:0.869232±0.003162 test-auc:0.818138±0.015843 
[6432]  train-auc:0.869233±0.003161 test-auc:0.818146±0.015839 
[6433]  train-auc:0.869236±0.003159 test-auc:0.818149±0.015843 
[6434]  train-auc:0.869239±0.003159 test-auc:0.818156±0.015843 
[6435]  train-auc:0.869245±0.003157 test-auc:0.818153±0.015849 
[6436]  train-auc:0.869251±0.003153 test-auc:0.818152±0.015851 
[6437]  train-auc:0.869254±0.003156 test-auc:0.818156±0.015845 
[6438]  train-auc:0.869257±0.003156 test-auc:0.818159±0.015849 
[6439]  train-auc:0.869261±0.003159 test-auc:0.818148±0.015852 
[6440]  train-auc:0.869269±0.003161 test-auc:0.818155±0.015841 
[6441]  train-auc:0.869272±0.003160 test-auc:0.818150±0.015840 
[6442]  train-auc:0.869278±0.003158 test-auc:0.818150±0.015847 
[6443]  train-auc:0.869286±0.003159 test-auc:0.818137±0.015852 
[6444]  train-auc:0.869290±0.003159 test-auc:0.818142±0.015854 
[6445]  train-auc:0.869295±0.003157 test-auc:0.818144±0.015846 
[6446]  train-auc:0.869301±0.003157 test-auc:0.818149±0.015844 
[6447]  train-auc:0.869306±0.003160 test-auc:0.818151±0.015843 
[6448]  train-auc:0.869310±0.003160 test-auc:0.818152±0.015842 
[6449]  train-auc:0.869312±0.003161 test-auc:0.818153±0.015843 
[6450]  train-auc:0.869317±0.003163 test-auc:0.818158±0.015850 
[6451]  train-auc:0.869322±0.003160 test-auc:0.818150±0.015844 
[6452]  train-auc:0.869326±0.003160 test-auc:0.818152±0.015839 
[6453]  train-auc:0.869333±0.003160 test-auc:0.818154±0.015836 
[6454]  train-auc:0.869338±0.003159 test-auc:0.818161±0.015847 
[6455]  train-auc:0.869345±0.003159 test-auc:0.818159±0.015843 
[6456]  train-auc:0.869347±0.003157 test-auc:0.818156±0.015845 
[6457]  train-auc:0.869350±0.003156 test-auc:0.818152±0.015842 
[6458]  train-auc:0.869355±0.003155 test-auc:0.818153±0.015835 
[6459]  train-auc:0.869356±0.003155 test-auc:0.818150±0.015835 
[6460]  train-auc:0.869363±0.003155 test-auc:0.818138±0.015833 
[6461]  train-auc:0.869365±0.003155 test-auc:0.818142±0.015835 
[6462]  train-auc:0.869373±0.003154 test-auc:0.818146±0.015831 
[6463]  train-auc:0.869375±0.003155 test-auc:0.818145±0.015833 
[6464]  train-auc:0.869378±0.003155 test-auc:0.818150±0.015832 
[6465]  train-auc:0.869381±0.003154 test-auc:0.818152±0.015834 
[6466]  train-auc:0.869383±0.003157 test-auc:0.818153±0.015835 
[6467]  train-auc:0.869387±0.003155 test-auc:0.818157±0.015838 
[6468]  train-auc:0.869389±0.003156 test-auc:0.818157±0.015836 
[6469]  train-auc:0.869392±0.003157 test-auc:0.818157±0.015833 
[6470]  train-auc:0.869396±0.003159 test-auc:0.818154±0.015838 
[6471]  train-auc:0.869398±0.003159 test-auc:0.818148±0.015837 
[6472]  train-auc:0.869402±0.003159 test-auc:0.818143±0.015834 
[6473]  train-auc:0.869405±0.003157 test-auc:0.818145±0.015832 
[6474]  train-auc:0.869411±0.003156 test-auc:0.818150±0.015831 
[6475]  train-auc:0.869417±0.003158 test-auc:0.818153±0.015828 
[6476]  train-auc:0.869424±0.003157 test-auc:0.818150±0.015830 
[6477]  train-auc:0.869429±0.003156 test-auc:0.818153±0.015831 
[6478]  train-auc:0.869437±0.003157 test-auc:0.818170±0.015822 
[6479]  train-auc:0.869441±0.003158 test-auc:0.818167±0.015826 
[6480]  train-auc:0.869446±0.003156 test-auc:0.818168±0.015821 
[6481]  train-auc:0.869451±0.003156 test-auc:0.818165±0.015817 
[6482]  train-auc:0.869454±0.003155 test-auc:0.818164±0.015815 
[6483]  train-auc:0.869458±0.003154 test-auc:0.818157±0.015813 
[6484]  train-auc:0.869462±0.003154 test-auc:0.818171±0.015813 
[6485]  train-auc:0.869465±0.003154 test-auc:0.818171±0.015817 
[6486]  train-auc:0.869468±0.003155 test-auc:0.818170±0.015821 
[6487]  train-auc:0.869472±0.003155 test-auc:0.818174±0.015824 
[6488]  train-auc:0.869474±0.003156 test-auc:0.818179±0.015817 
[6489]  train-auc:0.869478±0.003156 test-auc:0.818181±0.015819 
[6490]  train-auc:0.869480±0.003156 test-auc:0.818184±0.015817 
[6491]  train-auc:0.869483±0.003156 test-auc:0.818187±0.015818 
[6492]  train-auc:0.869485±0.003154 test-auc:0.818181±0.015817 
[6493]  train-auc:0.869489±0.003155 test-auc:0.818184±0.015812 
[6494]  train-auc:0.869496±0.003154 test-auc:0.818184±0.015816 
[6495]  train-auc:0.869501±0.003152 test-auc:0.818186±0.015805 
[6496]  train-auc:0.869503±0.003153 test-auc:0.818183±0.015814 
[6497]  train-auc:0.869507±0.003154 test-auc:0.818189±0.015810 
[6498]  train-auc:0.869511±0.003152 test-auc:0.818193±0.015811 
[6499]  train-auc:0.869516±0.003150 test-auc:0.818197±0.015820 
[6500]  train-auc:0.869518±0.003149 test-auc:0.818194±0.015815 
[6501]  train-auc:0.869524±0.003147 test-auc:0.818198±0.015814 
[6502]  train-auc:0.869524±0.003146 test-auc:0.818195±0.015812 
[6503]  train-auc:0.869528±0.003149 test-auc:0.818196±0.015812 
[6504]  train-auc:0.869533±0.003148 test-auc:0.818194±0.015809 
[6505]  train-auc:0.869535±0.003148 test-auc:0.818198±0.015810 
[6506]  train-auc:0.869539±0.003147 test-auc:0.818200±0.015810 
[6507]  train-auc:0.869543±0.003149 test-auc:0.818203±0.015811 
[6508]  train-auc:0.869547±0.003148 test-auc:0.818205±0.015809 
[6509]  train-auc:0.869550±0.003148 test-auc:0.818210±0.015801 
[6510]  train-auc:0.869553±0.003147 test-auc:0.818205±0.015805 
[6511]  train-auc:0.869557±0.003148 test-auc:0.818208±0.015810 
[6512]  train-auc:0.869562±0.003148 test-auc:0.818209±0.015811 
[6513]  train-auc:0.869567±0.003150 test-auc:0.818214±0.015806 
[6514]  train-auc:0.869570±0.003149 test-auc:0.818218±0.015799 
[6515]  train-auc:0.869573±0.003149 test-auc:0.818223±0.015804 
[6516]  train-auc:0.869574±0.003149 test-auc:0.818215±0.015805 
[6517]  train-auc:0.869576±0.003149 test-auc:0.818211±0.015811 
[6518]  train-auc:0.869581±0.003151 test-auc:0.818212±0.015806 
[6519]  train-auc:0.869584±0.003149 test-auc:0.818217±0.015807 
[6520]  train-auc:0.869589±0.003148 test-auc:0.818213±0.015804 
[6521]  train-auc:0.869595±0.003146 test-auc:0.818218±0.015812 
[6522]  train-auc:0.869598±0.003146 test-auc:0.818217±0.015807 
[6523]  train-auc:0.869601±0.003146 test-auc:0.818217±0.015808 
[6524]  train-auc:0.869603±0.003145 test-auc:0.818215±0.015813 
[6525]  train-auc:0.869607±0.003144 test-auc:0.818222±0.015807 
[6526]  train-auc:0.869610±0.003141 test-auc:0.818216±0.015807 
[6527]  train-auc:0.869614±0.003141 test-auc:0.818219±0.015804 
[6528]  train-auc:0.869616±0.003141 test-auc:0.818220±0.015802 
[6529]  train-auc:0.869620±0.003140 test-auc:0.818221±0.015803 
[6530]  train-auc:0.869622±0.003141 test-auc:0.818225±0.015804 
[6531]  train-auc:0.869629±0.003139 test-auc:0.818224±0.015800 
[6532]  train-auc:0.869633±0.003141 test-auc:0.818229±0.015792 
[6533]  train-auc:0.869635±0.003143 test-auc:0.818229±0.015788 
[6534]  train-auc:0.869639±0.003142 test-auc:0.818226±0.015798 
[6535]  train-auc:0.869640±0.003143 test-auc:0.818222±0.015802 
[6536]  train-auc:0.869644±0.003145 test-auc:0.818221±0.015798 
[6537]  train-auc:0.869646±0.003146 test-auc:0.818214±0.015800 
[6538]  train-auc:0.869651±0.003143 test-auc:0.818214±0.015794 
[6539]  train-auc:0.869658±0.003144 test-auc:0.818211±0.015799 
[6540]  train-auc:0.869662±0.003142 test-auc:0.818209±0.015795 
[6541]  train-auc:0.869666±0.003142 test-auc:0.818208±0.015797 
[6542]  train-auc:0.869671±0.003143 test-auc:0.818204±0.015800 
[6543]  train-auc:0.869675±0.003140 test-auc:0.818211±0.015800 
[6544]  train-auc:0.869678±0.003142 test-auc:0.818209±0.015813 
[6545]  train-auc:0.869683±0.003144 test-auc:0.818207±0.015809 
[6546]  train-auc:0.869686±0.003144 test-auc:0.818208±0.015811 
[6547]  train-auc:0.869689±0.003145 test-auc:0.818210±0.015815 
[6548]  train-auc:0.869692±0.003145 test-auc:0.818209±0.015815 
[6549]  train-auc:0.869697±0.003144 test-auc:0.818211±0.015815 
[6550]  train-auc:0.869703±0.003145 test-auc:0.818211±0.015814 
[6551]  train-auc:0.869707±0.003145 test-auc:0.818203±0.015809 
[6552]  train-auc:0.869710±0.003144 test-auc:0.818204±0.015803 
[6553]  train-auc:0.869716±0.003144 test-auc:0.818210±0.015811 
[6554]  train-auc:0.869716±0.003144 test-auc:0.818214±0.015800 
[6555]  train-auc:0.869720±0.003144 test-auc:0.818208±0.015800 
[6556]  train-auc:0.869724±0.003147 test-auc:0.818203±0.015794 
[6557]  train-auc:0.869726±0.003146 test-auc:0.818207±0.015798 
[6558]  train-auc:0.869729±0.003147 test-auc:0.818208±0.015798 
[6559]  train-auc:0.869736±0.003146 test-auc:0.818204±0.015798 
[6560]  train-auc:0.869743±0.003146 test-auc:0.818209±0.015805 
[6561]  train-auc:0.869746±0.003146 test-auc:0.818202±0.015801 
[6562]  train-auc:0.869747±0.003146 test-auc:0.818208±0.015803 
[6563]  train-auc:0.869748±0.003147 test-auc:0.818210±0.015804 
[6564]  train-auc:0.869751±0.003146 test-auc:0.818216±0.015801 
[6565]  train-auc:0.869754±0.003146 test-auc:0.818219±0.015806 
[6566]  train-auc:0.869758±0.003146 test-auc:0.818220±0.015800 
[6567]  train-auc:0.869761±0.003145 test-auc:0.818222±0.015800 
[6568]  train-auc:0.869762±0.003146 test-auc:0.818226±0.015798 
[6569]  train-auc:0.869764±0.003145 test-auc:0.818226±0.015802 
[6570]  train-auc:0.869768±0.003144 test-auc:0.818225±0.015802 
[6571]  train-auc:0.869772±0.003143 test-auc:0.818224±0.015803 
[6572]  train-auc:0.869776±0.003145 test-auc:0.818223±0.015798 
[6573]  train-auc:0.869784±0.003145 test-auc:0.818230±0.015795 
[6574]  train-auc:0.869786±0.003144 test-auc:0.818224±0.015797 
[6575]  train-auc:0.869787±0.003144 test-auc:0.818225±0.015800 
[6576]  train-auc:0.869792±0.003141 test-auc:0.818221±0.015796 
[6577]  train-auc:0.869796±0.003141 test-auc:0.818221±0.015805 
[6578]  train-auc:0.869799±0.003140 test-auc:0.818224±0.015813 
[6579]  train-auc:0.869802±0.003140 test-auc:0.818222±0.015814 
[6580]  train-auc:0.869806±0.003140 test-auc:0.818228±0.015814 
[6581]  train-auc:0.869807±0.003140 test-auc:0.818229±0.015812 
[6582]  train-auc:0.869810±0.003143 test-auc:0.818234±0.015812 
[6583]  train-auc:0.869815±0.003144 test-auc:0.818239±0.015812 
[6584]  train-auc:0.869820±0.003146 test-auc:0.818238±0.015807 
[6585]  train-auc:0.869823±0.003148 test-auc:0.818253±0.015798 
[6586]  train-auc:0.869826±0.003148 test-auc:0.818258±0.015798 
[6587]  train-auc:0.869830±0.003146 test-auc:0.818259±0.015803 
[6588]  train-auc:0.869835±0.003145 test-auc:0.818263±0.015797 
[6589]  train-auc:0.869839±0.003148 test-auc:0.818262±0.015805 
[6590]  train-auc:0.869843±0.003149 test-auc:0.818261±0.015810 
[6591]  train-auc:0.869846±0.003148 test-auc:0.818258±0.015801 
[6592]  train-auc:0.869850±0.003147 test-auc:0.818267±0.015801 
[6593]  train-auc:0.869857±0.003144 test-auc:0.818268±0.015802 
[6594]  train-auc:0.869861±0.003144 test-auc:0.818267±0.015803 
[6595]  train-auc:0.869868±0.003144 test-auc:0.818265±0.015804 
[6596]  train-auc:0.869873±0.003143 test-auc:0.818260±0.015806 
[6597]  train-auc:0.869876±0.003141 test-auc:0.818261±0.015801 
[6598]  train-auc:0.869881±0.003140 test-auc:0.818262±0.015794 
[6599]  train-auc:0.869884±0.003140 test-auc:0.818264±0.015790 
[6600]  train-auc:0.869886±0.003139 test-auc:0.818264±0.015789 
[6601]  train-auc:0.869890±0.003139 test-auc:0.818269±0.015788 
[6602]  train-auc:0.869894±0.003140 test-auc:0.818267±0.015785 
[6603]  train-auc:0.869897±0.003140 test-auc:0.818268±0.015781 
[6604]  train-auc:0.869901±0.003138 test-auc:0.818268±0.015779 
[6605]  train-auc:0.869903±0.003138 test-auc:0.818273±0.015776 
[6606]  train-auc:0.869907±0.003137 test-auc:0.818282±0.015775 
[6607]  train-auc:0.869912±0.003135 test-auc:0.818281±0.015773 
[6608]  train-auc:0.869915±0.003134 test-auc:0.818281±0.015778 
[6609]  train-auc:0.869918±0.003137 test-auc:0.818291±0.015781 
[6610]  train-auc:0.869923±0.003138 test-auc:0.818294±0.015780 
[6611]  train-auc:0.869927±0.003138 test-auc:0.818292±0.015777 
[6612]  train-auc:0.869929±0.003137 test-auc:0.818287±0.015773 
[6613]  train-auc:0.869937±0.003136 test-auc:0.818295±0.015777 
[6614]  train-auc:0.869941±0.003136 test-auc:0.818299±0.015773 
[6615]  train-auc:0.869946±0.003137 test-auc:0.818297±0.015770 
[6616]  train-auc:0.869949±0.003135 test-auc:0.818303±0.015766 
[6617]  train-auc:0.869953±0.003134 test-auc:0.818310±0.015769 
[6618]  train-auc:0.869958±0.003132 test-auc:0.818307±0.015767 
[6619]  train-auc:0.869965±0.003131 test-auc:0.818308±0.015762 
[6620]  train-auc:0.869969±0.003130 test-auc:0.818309±0.015768 
[6621]  train-auc:0.869975±0.003129 test-auc:0.818309±0.015772 
[6622]  train-auc:0.869978±0.003127 test-auc:0.818311±0.015776 
[6623]  train-auc:0.869984±0.003126 test-auc:0.818309±0.015775 
[6624]  train-auc:0.869987±0.003126 test-auc:0.818313±0.015771 
[6625]  train-auc:0.869993±0.003130 test-auc:0.818314±0.015766 
[6626]  train-auc:0.869995±0.003129 test-auc:0.818308±0.015765 
[6627]  train-auc:0.870000±0.003130 test-auc:0.818307±0.015770 
[6628]  train-auc:0.870002±0.003130 test-auc:0.818309±0.015777 
[6629]  train-auc:0.870006±0.003129 test-auc:0.818313±0.015770 
[6630]  train-auc:0.870007±0.003125 test-auc:0.818306±0.015769 
[6631]  train-auc:0.870012±0.003123 test-auc:0.818306±0.015774 
[6632]  train-auc:0.870018±0.003121 test-auc:0.818308±0.015779 
[6633]  train-auc:0.870021±0.003120 test-auc:0.818307±0.015776 
[6634]  train-auc:0.870026±0.003120 test-auc:0.818307±0.015783 
[6635]  train-auc:0.870030±0.003119 test-auc:0.818304±0.015782 
[6636]  train-auc:0.870035±0.003120 test-auc:0.818304±0.015784 
[6637]  train-auc:0.870040±0.003121 test-auc:0.818309±0.015790 
[6638]  train-auc:0.870043±0.003122 test-auc:0.818308±0.015791 
[6639]  train-auc:0.870047±0.003121 test-auc:0.818309±0.015783 
[6640]  train-auc:0.870049±0.003123 test-auc:0.818309±0.015783 
[6641]  train-auc:0.870053±0.003120 test-auc:0.818310±0.015783 
[6642]  train-auc:0.870056±0.003121 test-auc:0.818309±0.015785 
[6643]  train-auc:0.870060±0.003119 test-auc:0.818308±0.015781 
[6644]  train-auc:0.870063±0.003120 test-auc:0.818307±0.015792 
[6645]  train-auc:0.870068±0.003120 test-auc:0.818303±0.015781 
[6646]  train-auc:0.870070±0.003121 test-auc:0.818307±0.015779 
[6647]  train-auc:0.870073±0.003123 test-auc:0.818314±0.015774 
[6648]  train-auc:0.870078±0.003125 test-auc:0.818316±0.015778 
[6649]  train-auc:0.870082±0.003128 test-auc:0.818312±0.015783 
[6650]  train-auc:0.870085±0.003130 test-auc:0.818315±0.015777 
[6651]  train-auc:0.870089±0.003129 test-auc:0.818313±0.015776 
[6652]  train-auc:0.870094±0.003126 test-auc:0.818311±0.015778 
[6653]  train-auc:0.870096±0.003126 test-auc:0.818314±0.015776 
[6654]  train-auc:0.870100±0.003127 test-auc:0.818315±0.015774 
[6655]  train-auc:0.870104±0.003127 test-auc:0.818319±0.015771 
[6656]  train-auc:0.870108±0.003126 test-auc:0.818317±0.015769 
[6657]  train-auc:0.870110±0.003125 test-auc:0.818319±0.015778 
[6658]  train-auc:0.870115±0.003130 test-auc:0.818318±0.015783 
[6659]  train-auc:0.870118±0.003129 test-auc:0.818323±0.015778 
[6660]  train-auc:0.870122±0.003129 test-auc:0.818326±0.015779 
[6661]  train-auc:0.870128±0.003131 test-auc:0.818324±0.015777 
[6662]  train-auc:0.870131±0.003129 test-auc:0.818326±0.015778 
[6663]  train-auc:0.870134±0.003130 test-auc:0.818320±0.015777 
[6664]  train-auc:0.870137±0.003132 test-auc:0.818317±0.015782 
[6665]  train-auc:0.870141±0.003130 test-auc:0.818315±0.015778 
[6666]  train-auc:0.870144±0.003129 test-auc:0.818322±0.015781 
[6667]  train-auc:0.870146±0.003129 test-auc:0.818325±0.015777 
[6668]  train-auc:0.870147±0.003130 test-auc:0.818322±0.015781 
[6669]  train-auc:0.870152±0.003132 test-auc:0.818323±0.015772 
[6670]  train-auc:0.870156±0.003133 test-auc:0.818324±0.015771 
[6671]  train-auc:0.870160±0.003133 test-auc:0.818328±0.015774 
[6672]  train-auc:0.870165±0.003135 test-auc:0.818330±0.015775 
[6673]  train-auc:0.870166±0.003135 test-auc:0.818330±0.015774 
[6674]  train-auc:0.870169±0.003135 test-auc:0.818332±0.015776 
[6675]  train-auc:0.870170±0.003136 test-auc:0.818335±0.015776 
[6676]  train-auc:0.870172±0.003136 test-auc:0.818335±0.015774 
[6677]  train-auc:0.870175±0.003134 test-auc:0.818333±0.015778 
[6678]  train-auc:0.870178±0.003136 test-auc:0.818337±0.015775 
[6679]  train-auc:0.870183±0.003137 test-auc:0.818335±0.015773 
[6680]  train-auc:0.870188±0.003138 test-auc:0.818332±0.015769 
[6681]  train-auc:0.870191±0.003139 test-auc:0.818338±0.015765 
[6682]  train-auc:0.870192±0.003140 test-auc:0.818338±0.015760 
[6683]  train-auc:0.870194±0.003140 test-auc:0.818337±0.015753 
[6684]  train-auc:0.870198±0.003142 test-auc:0.818333±0.015751 
[6685]  train-auc:0.870203±0.003139 test-auc:0.818333±0.015760 
[6686]  train-auc:0.870208±0.003139 test-auc:0.818332±0.015764 
[6687]  train-auc:0.870214±0.003137 test-auc:0.818328±0.015765 
[6688]  train-auc:0.870218±0.003139 test-auc:0.818330±0.015771 
[6689]  train-auc:0.870220±0.003139 test-auc:0.818331±0.015766 
[6690]  train-auc:0.870224±0.003138 test-auc:0.818330±0.015768 
[6691]  train-auc:0.870228±0.003140 test-auc:0.818323±0.015771 
[6692]  train-auc:0.870229±0.003141 test-auc:0.818319±0.015769 
[6693]  train-auc:0.870233±0.003140 test-auc:0.818325±0.015780 
[6694]  train-auc:0.870236±0.003142 test-auc:0.818331±0.015783 
[6695]  train-auc:0.870239±0.003141 test-auc:0.818328±0.015775 
[6696]  train-auc:0.870244±0.003141 test-auc:0.818325±0.015770 
[6697]  train-auc:0.870246±0.003140 test-auc:0.818326±0.015777 
[6698]  train-auc:0.870251±0.003143 test-auc:0.818329±0.015770 
[6699]  train-auc:0.870255±0.003141 test-auc:0.818334±0.015771 
[6700]  train-auc:0.870262±0.003143 test-auc:0.818340±0.015768 
[6701]  train-auc:0.870268±0.003142 test-auc:0.818340±0.015766 
[6702]  train-auc:0.870271±0.003144 test-auc:0.818346±0.015770 
[6703]  train-auc:0.870273±0.003146 test-auc:0.818346±0.015767 
[6704]  train-auc:0.870274±0.003144 test-auc:0.818346±0.015768 
[6705]  train-auc:0.870278±0.003149 test-auc:0.818353±0.015761 
[6706]  train-auc:0.870285±0.003149 test-auc:0.818357±0.015762 
[6707]  train-auc:0.870293±0.003149 test-auc:0.818365±0.015761 
[6708]  train-auc:0.870296±0.003151 test-auc:0.818374±0.015762 
[6709]  train-auc:0.870300±0.003152 test-auc:0.818376±0.015764 
[6710]  train-auc:0.870307±0.003151 test-auc:0.818369±0.015763 
[6711]  train-auc:0.870309±0.003150 test-auc:0.818369±0.015765 
[6712]  train-auc:0.870313±0.003151 test-auc:0.818368±0.015770 
[6713]  train-auc:0.870316±0.003150 test-auc:0.818357±0.015776 
[6714]  train-auc:0.870322±0.003150 test-auc:0.818361±0.015777 
[6715]  train-auc:0.870325±0.003149 test-auc:0.818370±0.015787 
[6716]  train-auc:0.870329±0.003147 test-auc:0.818368±0.015792 
[6717]  train-auc:0.870335±0.003149 test-auc:0.818364±0.015786 
[6718]  train-auc:0.870340±0.003148 test-auc:0.818357±0.015787 
[6719]  train-auc:0.870343±0.003148 test-auc:0.818359±0.015790 
[6720]  train-auc:0.870348±0.003148 test-auc:0.818355±0.015788 
[6721]  train-auc:0.870351±0.003147 test-auc:0.818358±0.015786 
[6722]  train-auc:0.870356±0.003148 test-auc:0.818363±0.015786 
[6723]  train-auc:0.870358±0.003149 test-auc:0.818363±0.015782 
[6724]  train-auc:0.870362±0.003148 test-auc:0.818360±0.015794 
[6725]  train-auc:0.870368±0.003147 test-auc:0.818358±0.015781 
[6726]  train-auc:0.870373±0.003147 test-auc:0.818362±0.015780 
[6727]  train-auc:0.870378±0.003146 test-auc:0.818367±0.015778 
[6728]  train-auc:0.870379±0.003145 test-auc:0.818370±0.015778 
[6729]  train-auc:0.870385±0.003145 test-auc:0.818370±0.015782 
[6730]  train-auc:0.870390±0.003143 test-auc:0.818367±0.015785 
[6731]  train-auc:0.870392±0.003143 test-auc:0.818367±0.015788 
[6732]  train-auc:0.870399±0.003139 test-auc:0.818363±0.015787 
[6733]  train-auc:0.870405±0.003140 test-auc:0.818360±0.015793 
[6734]  train-auc:0.870409±0.003139 test-auc:0.818364±0.015792 
[6735]  train-auc:0.870413±0.003141 test-auc:0.818370±0.015786 
[6736]  train-auc:0.870417±0.003143 test-auc:0.818373±0.015784 
[6737]  train-auc:0.870420±0.003145 test-auc:0.818377±0.015784 
[6738]  train-auc:0.870425±0.003144 test-auc:0.818375±0.015779 
[6739]  train-auc:0.870432±0.003145 test-auc:0.818374±0.015778 
[6740]  train-auc:0.870438±0.003146 test-auc:0.818377±0.015783 
[6741]  train-auc:0.870441±0.003148 test-auc:0.818377±0.015786 
[6742]  train-auc:0.870443±0.003148 test-auc:0.818376±0.015786 
[6743]  train-auc:0.870446±0.003149 test-auc:0.818380±0.015784 
[6744]  train-auc:0.870452±0.003149 test-auc:0.818378±0.015779 
[6745]  train-auc:0.870454±0.003151 test-auc:0.818378±0.015786 
[6746]  train-auc:0.870459±0.003150 test-auc:0.818382±0.015782 
[6747]  train-auc:0.870462±0.003151 test-auc:0.818383±0.015780 
[6748]  train-auc:0.870465±0.003152 test-auc:0.818393±0.015789 
[6749]  train-auc:0.870468±0.003153 test-auc:0.818394±0.015787 
[6750]  train-auc:0.870470±0.003152 test-auc:0.818391±0.015786 
[6751]  train-auc:0.870473±0.003153 test-auc:0.818385±0.015788 
[6752]  train-auc:0.870478±0.003156 test-auc:0.818390±0.015791 
[6753]  train-auc:0.870485±0.003154 test-auc:0.818388±0.015796 
[6754]  train-auc:0.870485±0.003156 test-auc:0.818390±0.015795 
[6755]  train-auc:0.870487±0.003155 test-auc:0.818386±0.015796 
[6756]  train-auc:0.870491±0.003158 test-auc:0.818385±0.015800 
[6757]  train-auc:0.870493±0.003159 test-auc:0.818390±0.015789 
[6758]  train-auc:0.870495±0.003159 test-auc:0.818388±0.015789 
[6759]  train-auc:0.870499±0.003162 test-auc:0.818390±0.015789 
[6760]  train-auc:0.870502±0.003163 test-auc:0.818390±0.015785 
[6761]  train-auc:0.870504±0.003165 test-auc:0.818386±0.015783 
[6762]  train-auc:0.870508±0.003164 test-auc:0.818396±0.015782 
[6763]  train-auc:0.870513±0.003166 test-auc:0.818396±0.015777 
[6764]  train-auc:0.870516±0.003165 test-auc:0.818396±0.015777 
[6765]  train-auc:0.870517±0.003167 test-auc:0.818400±0.015782 
[6766]  train-auc:0.870521±0.003169 test-auc:0.818396±0.015778 
[6767]  train-auc:0.870524±0.003170 test-auc:0.818410±0.015780 
[6768]  train-auc:0.870527±0.003171 test-auc:0.818410±0.015776 
[6769]  train-auc:0.870535±0.003171 test-auc:0.818417±0.015780 
[6770]  train-auc:0.870537±0.003173 test-auc:0.818419±0.015774 
[6771]  train-auc:0.870539±0.003170 test-auc:0.818420±0.015774 
[6772]  train-auc:0.870542±0.003170 test-auc:0.818415±0.015769 
[6773]  train-auc:0.870545±0.003171 test-auc:0.818412±0.015771 
[6774]  train-auc:0.870548±0.003171 test-auc:0.818416±0.015777 
[6775]  train-auc:0.870552±0.003173 test-auc:0.818422±0.015781 
[6776]  train-auc:0.870559±0.003173 test-auc:0.818427±0.015777 
[6777]  train-auc:0.870561±0.003173 test-auc:0.818430±0.015775 
[6778]  train-auc:0.870565±0.003174 test-auc:0.818429±0.015778 
[6779]  train-auc:0.870569±0.003174 test-auc:0.818432±0.015778 
[6780]  train-auc:0.870577±0.003172 test-auc:0.818428±0.015780 
[6781]  train-auc:0.870582±0.003176 test-auc:0.818430±0.015775 
[6782]  train-auc:0.870585±0.003178 test-auc:0.818431±0.015769 
[6783]  train-auc:0.870590±0.003178 test-auc:0.818424±0.015770 
[6784]  train-auc:0.870593±0.003179 test-auc:0.818423±0.015770 
[6785]  train-auc:0.870595±0.003180 test-auc:0.818420±0.015775 
[6786]  train-auc:0.870598±0.003180 test-auc:0.818420±0.015776 
[6787]  train-auc:0.870602±0.003180 test-auc:0.818422±0.015777 
[6788]  train-auc:0.870605±0.003181 test-auc:0.818416±0.015786 
[6789]  train-auc:0.870609±0.003180 test-auc:0.818418±0.015784 
[6790]  train-auc:0.870612±0.003182 test-auc:0.818423±0.015787 
[6791]  train-auc:0.870616±0.003184 test-auc:0.818412±0.015791 
[6792]  train-auc:0.870617±0.003185 test-auc:0.818415±0.015790 
[6793]  train-auc:0.870618±0.003186 test-auc:0.818419±0.015782 
[6794]  train-auc:0.870625±0.003186 test-auc:0.818413±0.015782 
[6795]  train-auc:0.870628±0.003184 test-auc:0.818416±0.015776 
[6796]  train-auc:0.870634±0.003183 test-auc:0.818415±0.015775 
[6797]  train-auc:0.870637±0.003183 test-auc:0.818417±0.015777 
[6798]  train-auc:0.870639±0.003180 test-auc:0.818423±0.015785 
[6799]  train-auc:0.870640±0.003179 test-auc:0.818421±0.015781 
[6800]  train-auc:0.870642±0.003180 test-auc:0.818423±0.015773 
[6801]  train-auc:0.870647±0.003181 test-auc:0.818419±0.015780 
[6802]  train-auc:0.870653±0.003177 test-auc:0.818422±0.015773 
[6803]  train-auc:0.870656±0.003179 test-auc:0.818421±0.015770 
[6804]  train-auc:0.870658±0.003181 test-auc:0.818424±0.015771 
[6805]  train-auc:0.870659±0.003180 test-auc:0.818429±0.015776 
[6806]  train-auc:0.870662±0.003182 test-auc:0.818432±0.015774 
[6807]  train-auc:0.870667±0.003180 test-auc:0.818431±0.015776 
[6808]  train-auc:0.870671±0.003182 test-auc:0.818441±0.015781 
[6809]  train-auc:0.870672±0.003182 test-auc:0.818438±0.015776 
[6810]  train-auc:0.870675±0.003182 test-auc:0.818441±0.015781 
[6811]  train-auc:0.870681±0.003180 test-auc:0.818446±0.015784 
[6812]  train-auc:0.870685±0.003181 test-auc:0.818449±0.015776 
[6813]  train-auc:0.870691±0.003178 test-auc:0.818448±0.015779 
[6814]  train-auc:0.870693±0.003177 test-auc:0.818456±0.015782 
[6815]  train-auc:0.870696±0.003176 test-auc:0.818452±0.015782 
[6816]  train-auc:0.870698±0.003176 test-auc:0.818451±0.015786 
[6817]  train-auc:0.870702±0.003175 test-auc:0.818451±0.015782 
[6818]  train-auc:0.870704±0.003175 test-auc:0.818453±0.015784 
[6819]  train-auc:0.870711±0.003171 test-auc:0.818467±0.015789 
[6820]  train-auc:0.870715±0.003173 test-auc:0.818462±0.015783 
[6821]  train-auc:0.870720±0.003173 test-auc:0.818465±0.015781 
[6822]  train-auc:0.870727±0.003176 test-auc:0.818468±0.015782 
[6823]  train-auc:0.870731±0.003175 test-auc:0.818470±0.015779 
[6824]  train-auc:0.870736±0.003176 test-auc:0.818469±0.015779 
[6825]  train-auc:0.870741±0.003178 test-auc:0.818466±0.015777 
[6826]  train-auc:0.870743±0.003177 test-auc:0.818467±0.015780 
[6827]  train-auc:0.870748±0.003177 test-auc:0.818468±0.015773 
[6828]  train-auc:0.870751±0.003178 test-auc:0.818466±0.015775 
[6829]  train-auc:0.870756±0.003177 test-auc:0.818466±0.015767 
[6830]  train-auc:0.870759±0.003177 test-auc:0.818468±0.015772 
[6831]  train-auc:0.870766±0.003177 test-auc:0.818464±0.015771 
[6832]  train-auc:0.870771±0.003176 test-auc:0.818474±0.015774 
[6833]  train-auc:0.870775±0.003175 test-auc:0.818473±0.015777 
[6834]  train-auc:0.870780±0.003176 test-auc:0.818465±0.015779 
[6835]  train-auc:0.870786±0.003178 test-auc:0.818466±0.015780 
[6836]  train-auc:0.870789±0.003178 test-auc:0.818473±0.015771 
[6837]  train-auc:0.870796±0.003180 test-auc:0.818487±0.015759 
[6838]  train-auc:0.870798±0.003180 test-auc:0.818480±0.015758 
[6839]  train-auc:0.870805±0.003181 test-auc:0.818486±0.015754 
[6840]  train-auc:0.870812±0.003183 test-auc:0.818491±0.015756 
[6841]  train-auc:0.870818±0.003182 test-auc:0.818484±0.015758 
[6842]  train-auc:0.870824±0.003178 test-auc:0.818490±0.015756 
[6843]  train-auc:0.870826±0.003180 test-auc:0.818495±0.015761 
[6844]  train-auc:0.870828±0.003181 test-auc:0.818493±0.015761 
[6845]  train-auc:0.870835±0.003181 test-auc:0.818489±0.015759 
[6846]  train-auc:0.870840±0.003178 test-auc:0.818488±0.015755 
[6847]  train-auc:0.870842±0.003180 test-auc:0.818492±0.015758 
[6848]  train-auc:0.870848±0.003177 test-auc:0.818499±0.015757 
[6849]  train-auc:0.870851±0.003180 test-auc:0.818502±0.015756 
[6850]  train-auc:0.870854±0.003181 test-auc:0.818502±0.015755 
[6851]  train-auc:0.870862±0.003182 test-auc:0.818512±0.015753 
[6852]  train-auc:0.870862±0.003182 test-auc:0.818510±0.015756 
[6853]  train-auc:0.870865±0.003182 test-auc:0.818519±0.015746 
[6854]  train-auc:0.870868±0.003184 test-auc:0.818512±0.015742 
[6855]  train-auc:0.870871±0.003184 test-auc:0.818507±0.015739 
[6856]  train-auc:0.870875±0.003186 test-auc:0.818510±0.015736 
[6857]  train-auc:0.870876±0.003186 test-auc:0.818509±0.015733 
[6858]  train-auc:0.870879±0.003186 test-auc:0.818507±0.015734 
[6859]  train-auc:0.870883±0.003187 test-auc:0.818517±0.015734 
[6860]  train-auc:0.870886±0.003189 test-auc:0.818520±0.015742 
[6861]  train-auc:0.870893±0.003190 test-auc:0.818520±0.015740 
[6862]  train-auc:0.870896±0.003190 test-auc:0.818525±0.015740 
[6863]  train-auc:0.870901±0.003189 test-auc:0.818528±0.015734 
[6864]  train-auc:0.870904±0.003189 test-auc:0.818530±0.015729 
[6865]  train-auc:0.870908±0.003188 test-auc:0.818527±0.015728 
[6866]  train-auc:0.870912±0.003187 test-auc:0.818528±0.015725 
[6867]  train-auc:0.870916±0.003186 test-auc:0.818537±0.015733 
[6868]  train-auc:0.870922±0.003185 test-auc:0.818544±0.015732 
[6869]  train-auc:0.870928±0.003185 test-auc:0.818546±0.015725 
[6870]  train-auc:0.870931±0.003186 test-auc:0.818538±0.015728 
[6871]  train-auc:0.870936±0.003185 test-auc:0.818540±0.015725 
[6872]  train-auc:0.870941±0.003185 test-auc:0.818540±0.015731 
[6873]  train-auc:0.870945±0.003187 test-auc:0.818542±0.015726 
[6874]  train-auc:0.870948±0.003187 test-auc:0.818540±0.015718 
[6875]  train-auc:0.870951±0.003187 test-auc:0.818539±0.015723 
[6876]  train-auc:0.870957±0.003186 test-auc:0.818538±0.015717 
[6877]  train-auc:0.870958±0.003187 test-auc:0.818539±0.015720 
[6878]  train-auc:0.870964±0.003187 test-auc:0.818535±0.015732 
[6879]  train-auc:0.870967±0.003185 test-auc:0.818535±0.015726 
[6880]  train-auc:0.870970±0.003185 test-auc:0.818541±0.015726 
[6881]  train-auc:0.870973±0.003183 test-auc:0.818543±0.015723 
[6882]  train-auc:0.870977±0.003182 test-auc:0.818544±0.015721 
[6883]  train-auc:0.870979±0.003184 test-auc:0.818541±0.015720 
[6884]  train-auc:0.870985±0.003183 test-auc:0.818541±0.015724 
[6885]  train-auc:0.870989±0.003182 test-auc:0.818541±0.015730 
[6886]  train-auc:0.870991±0.003179 test-auc:0.818543±0.015736 
[6887]  train-auc:0.870994±0.003179 test-auc:0.818546±0.015737 
[6888]  train-auc:0.870999±0.003178 test-auc:0.818545±0.015736 
[6889]  train-auc:0.871002±0.003180 test-auc:0.818541±0.015734 
[6890]  train-auc:0.871011±0.003179 test-auc:0.818542±0.015728 
[6891]  train-auc:0.871015±0.003178 test-auc:0.818554±0.015721 
[6892]  train-auc:0.871017±0.003179 test-auc:0.818550±0.015725 
[6893]  train-auc:0.871019±0.003180 test-auc:0.818553±0.015722 
[6894]  train-auc:0.871024±0.003179 test-auc:0.818550±0.015724 
[6895]  train-auc:0.871030±0.003180 test-auc:0.818550±0.015725 
[6896]  train-auc:0.871035±0.003179 test-auc:0.818550±0.015722 
[6897]  train-auc:0.871037±0.003179 test-auc:0.818550±0.015723 
[6898]  train-auc:0.871039±0.003179 test-auc:0.818554±0.015725 
[6899]  train-auc:0.871042±0.003176 test-auc:0.818548±0.015721 
[6900]  train-auc:0.871048±0.003178 test-auc:0.818546±0.015713 
[6901]  train-auc:0.871052±0.003177 test-auc:0.818548±0.015706 
[6902]  train-auc:0.871056±0.003178 test-auc:0.818549±0.015706 
[6903]  train-auc:0.871061±0.003177 test-auc:0.818550±0.015690 
[6904]  train-auc:0.871067±0.003175 test-auc:0.818544±0.015697 
[6905]  train-auc:0.871072±0.003176 test-auc:0.818542±0.015690 
[6906]  train-auc:0.871073±0.003176 test-auc:0.818546±0.015692 
[6907]  train-auc:0.871079±0.003177 test-auc:0.818545±0.015695 
[6908]  train-auc:0.871083±0.003178 test-auc:0.818556±0.015695 
[6909]  train-auc:0.871087±0.003178 test-auc:0.818558±0.015696 
[6910]  train-auc:0.871090±0.003177 test-auc:0.818557±0.015693 
[6911]  train-auc:0.871095±0.003178 test-auc:0.818555±0.015695 
[6912]  train-auc:0.871099±0.003181 test-auc:0.818554±0.015690 
[6913]  train-auc:0.871102±0.003183 test-auc:0.818559±0.015695 
[6914]  train-auc:0.871110±0.003184 test-auc:0.818558±0.015692 
[6915]  train-auc:0.871114±0.003184 test-auc:0.818565±0.015685 
[6916]  train-auc:0.871118±0.003182 test-auc:0.818559±0.015678 
[6917]  train-auc:0.871124±0.003179 test-auc:0.818579±0.015682 
[6918]  train-auc:0.871127±0.003178 test-auc:0.818585±0.015681 
[6919]  train-auc:0.871130±0.003178 test-auc:0.818585±0.015685 
[6920]  train-auc:0.871134±0.003177 test-auc:0.818584±0.015680 
[6921]  train-auc:0.871136±0.003178 test-auc:0.818583±0.015677 
[6922]  train-auc:0.871142±0.003179 test-auc:0.818591±0.015670 
[6923]  train-auc:0.871144±0.003180 test-auc:0.818590±0.015671 
[6924]  train-auc:0.871145±0.003181 test-auc:0.818590±0.015677 
[6925]  train-auc:0.871150±0.003180 test-auc:0.818596±0.015674 
[6926]  train-auc:0.871158±0.003177 test-auc:0.818594±0.015686 
[6927]  train-auc:0.871164±0.003178 test-auc:0.818597±0.015673 
[6928]  train-auc:0.871167±0.003178 test-auc:0.818602±0.015676 
[6929]  train-auc:0.871169±0.003180 test-auc:0.818600±0.015678 
[6930]  train-auc:0.871172±0.003180 test-auc:0.818597±0.015685 
[6931]  train-auc:0.871176±0.003181 test-auc:0.818593±0.015685 
[6932]  train-auc:0.871181±0.003182 test-auc:0.818592±0.015686 
[6933]  train-auc:0.871186±0.003186 test-auc:0.818595±0.015685 
[6934]  train-auc:0.871188±0.003186 test-auc:0.818597±0.015684 
[6935]  train-auc:0.871191±0.003187 test-auc:0.818601±0.015682 
[6936]  train-auc:0.871197±0.003185 test-auc:0.818600±0.015683 
[6937]  train-auc:0.871199±0.003184 test-auc:0.818596±0.015682 
[6938]  train-auc:0.871205±0.003184 test-auc:0.818593±0.015684 
[6939]  train-auc:0.871208±0.003186 test-auc:0.818594±0.015679 
[6940]  train-auc:0.871212±0.003188 test-auc:0.818593±0.015681 
[6941]  train-auc:0.871218±0.003190 test-auc:0.818608±0.015665 
[6942]  train-auc:0.871222±0.003188 test-auc:0.818596±0.015660 
[6943]  train-auc:0.871226±0.003187 test-auc:0.818594±0.015659 
[6944]  train-auc:0.871229±0.003187 test-auc:0.818596±0.015655 
[6945]  train-auc:0.871233±0.003185 test-auc:0.818599±0.015660 
[6946]  train-auc:0.871240±0.003187 test-auc:0.818595±0.015659 
[6947]  train-auc:0.871243±0.003187 test-auc:0.818599±0.015669 
[6948]  train-auc:0.871247±0.003187 test-auc:0.818596±0.015665 
[6949]  train-auc:0.871250±0.003186 test-auc:0.818598±0.015669 
[6950]  train-auc:0.871254±0.003187 test-auc:0.818602±0.015666 
[6951]  train-auc:0.871259±0.003194 test-auc:0.818607±0.015662 
[6952]  train-auc:0.871265±0.003194 test-auc:0.818610±0.015651 
[6953]  train-auc:0.871268±0.003196 test-auc:0.818605±0.015653 
[6954]  train-auc:0.871271±0.003195 test-auc:0.818601±0.015655 
[6955]  train-auc:0.871274±0.003195 test-auc:0.818605±0.015659 
[6956]  train-auc:0.871279±0.003195 test-auc:0.818609±0.015663 
[6957]  train-auc:0.871283±0.003194 test-auc:0.818609±0.015673 
[6958]  train-auc:0.871285±0.003194 test-auc:0.818604±0.015667 
[6959]  train-auc:0.871289±0.003195 test-auc:0.818603±0.015660 
[6960]  train-auc:0.871290±0.003194 test-auc:0.818606±0.015662 
[6961]  train-auc:0.871294±0.003193 test-auc:0.818603±0.015659 
[6962]  train-auc:0.871298±0.003195 test-auc:0.818603±0.015656 
[6963]  train-auc:0.871301±0.003195 test-auc:0.818599±0.015654 
[6964]  train-auc:0.871306±0.003195 test-auc:0.818604±0.015657 
[6965]  train-auc:0.871314±0.003195 test-auc:0.818605±0.015655 
[6966]  train-auc:0.871316±0.003196 test-auc:0.818609±0.015662 
[6967]  train-auc:0.871319±0.003196 test-auc:0.818608±0.015665 
[6968]  train-auc:0.871323±0.003196 test-auc:0.818612±0.015666 
[6969]  train-auc:0.871325±0.003196 test-auc:0.818609±0.015666 
[6970]  train-auc:0.871329±0.003197 test-auc:0.818604±0.015664 
[6971]  train-auc:0.871335±0.003198 test-auc:0.818607±0.015658 
[6972]  train-auc:0.871339±0.003198 test-auc:0.818612±0.015653 
[6973]  train-auc:0.871340±0.003197 test-auc:0.818613±0.015657 
[6974]  train-auc:0.871346±0.003199 test-auc:0.818608±0.015650 
[6975]  train-auc:0.871350±0.003199 test-auc:0.818607±0.015646 
[6976]  train-auc:0.871354±0.003202 test-auc:0.818610±0.015653 
[6977]  train-auc:0.871358±0.003203 test-auc:0.818613±0.015660 
[6978]  train-auc:0.871365±0.003206 test-auc:0.818604±0.015660 
[6979]  train-auc:0.871369±0.003206 test-auc:0.818607±0.015660 
[6980]  train-auc:0.871374±0.003205 test-auc:0.818600±0.015660 
[6981]  train-auc:0.871378±0.003204 test-auc:0.818607±0.015661 
[6982]  train-auc:0.871381±0.003206 test-auc:0.818613±0.015669 
[6983]  train-auc:0.871386±0.003209 test-auc:0.818613±0.015657 
[6984]  train-auc:0.871389±0.003210 test-auc:0.818616±0.015655 
[6985]  train-auc:0.871393±0.003210 test-auc:0.818612±0.015654 
[6986]  train-auc:0.871395±0.003211 test-auc:0.818612±0.015655 
[6987]  train-auc:0.871402±0.003212 test-auc:0.818614±0.015659 
[6988]  train-auc:0.871404±0.003211 test-auc:0.818618±0.015664 
[6989]  train-auc:0.871407±0.003212 test-auc:0.818623±0.015659 
[6990]  train-auc:0.871409±0.003214 test-auc:0.818622±0.015659 
[6991]  train-auc:0.871414±0.003216 test-auc:0.818621±0.015659 
[6992]  train-auc:0.871417±0.003216 test-auc:0.818620±0.015658 
[6993]  train-auc:0.871424±0.003216 test-auc:0.818622±0.015663 
[6994]  train-auc:0.871428±0.003216 test-auc:0.818623±0.015667 
[6995]  train-auc:0.871430±0.003216 test-auc:0.818619±0.015666 
[6996]  train-auc:0.871436±0.003216 test-auc:0.818620±0.015667 
[6997]  train-auc:0.871440±0.003216 test-auc:0.818626±0.015680 
[6998]  train-auc:0.871446±0.003216 test-auc:0.818627±0.015681 
[6999]  train-auc:0.871450±0.003216 test-auc:0.818626±0.015678 
[7000]  train-auc:0.871456±0.003215 test-auc:0.818625±0.015673 
[7001]  train-auc:0.871459±0.003212 test-auc:0.818623±0.015669 
[7002]  train-auc:0.871464±0.003213 test-auc:0.818627±0.015668 
[7003]  train-auc:0.871470±0.003214 test-auc:0.818623±0.015676 
[7004]  train-auc:0.871471±0.003214 test-auc:0.818621±0.015675 
[7005]  train-auc:0.871474±0.003215 test-auc:0.818622±0.015680 
[7006]  train-auc:0.871478±0.003215 test-auc:0.818628±0.015684 
[7007]  train-auc:0.871480±0.003215 test-auc:0.818626±0.015684 
[7008]  train-auc:0.871485±0.003215 test-auc:0.818625±0.015690 
[7009]  train-auc:0.871490±0.003217 test-auc:0.818617±0.015695 
[7010]  train-auc:0.871494±0.003216 test-auc:0.818622±0.015700 
[7011]  train-auc:0.871499±0.003216 test-auc:0.818632±0.015702 
[7012]  train-auc:0.871500±0.003217 test-auc:0.818633±0.015695 
[7013]  train-auc:0.871504±0.003219 test-auc:0.818638±0.015693 
[7014]  train-auc:0.871506±0.003220 test-auc:0.818640±0.015691 
[7015]  train-auc:0.871510±0.003220 test-auc:0.818637±0.015689 
[7016]  train-auc:0.871512±0.003220 test-auc:0.818643±0.015686 
[7017]  train-auc:0.871513±0.003220 test-auc:0.818643±0.015690 
[7018]  train-auc:0.871518±0.003219 test-auc:0.818647±0.015680 
[7019]  train-auc:0.871521±0.003219 test-auc:0.818648±0.015682 
[7020]  train-auc:0.871529±0.003215 test-auc:0.818641±0.015675 
[7021]  train-auc:0.871532±0.003214 test-auc:0.818642±0.015681 
[7022]  train-auc:0.871537±0.003215 test-auc:0.818640±0.015682 
[7023]  train-auc:0.871539±0.003215 test-auc:0.818645±0.015694 
[7024]  train-auc:0.871544±0.003217 test-auc:0.818644±0.015695 
[7025]  train-auc:0.871548±0.003218 test-auc:0.818644±0.015694 
[7026]  train-auc:0.871551±0.003215 test-auc:0.818648±0.015696 
[7027]  train-auc:0.871554±0.003217 test-auc:0.818651±0.015695 
[7028]  train-auc:0.871557±0.003217 test-auc:0.818650±0.015685 
[7029]  train-auc:0.871561±0.003219 test-auc:0.818650±0.015681 
[7030]  train-auc:0.871564±0.003221 test-auc:0.818657±0.015686 
[7031]  train-auc:0.871567±0.003220 test-auc:0.818663±0.015687 
[7032]  train-auc:0.871569±0.003222 test-auc:0.818661±0.015687 
[7033]  train-auc:0.871573±0.003223 test-auc:0.818663±0.015682 
[7034]  train-auc:0.871576±0.003223 test-auc:0.818661±0.015681 
[7035]  train-auc:0.871580±0.003222 test-auc:0.818651±0.015688 
[7036]  train-auc:0.871584±0.003222 test-auc:0.818652±0.015683 
[7037]  train-auc:0.871586±0.003222 test-auc:0.818652±0.015690 
[7038]  train-auc:0.871589±0.003223 test-auc:0.818646±0.015695 
[7039]  train-auc:0.871592±0.003224 test-auc:0.818649±0.015698 
[7040]  train-auc:0.871594±0.003224 test-auc:0.818650±0.015698 
[7041]  train-auc:0.871597±0.003222 test-auc:0.818652±0.015702 
[7042]  train-auc:0.871603±0.003223 test-auc:0.818650±0.015699 
[7043]  train-auc:0.871608±0.003222 test-auc:0.818649±0.015701 
[7044]  train-auc:0.871611±0.003222 test-auc:0.818652±0.015696 
[7045]  train-auc:0.871614±0.003221 test-auc:0.818647±0.015697 
[7046]  train-auc:0.871619±0.003219 test-auc:0.818643±0.015691 
[7047]  train-auc:0.871621±0.003220 test-auc:0.818649±0.015687 
[7048]  train-auc:0.871624±0.003219 test-auc:0.818650±0.015691 
[7049]  train-auc:0.871627±0.003218 test-auc:0.818646±0.015689 
[7050]  train-auc:0.871629±0.003217 test-auc:0.818648±0.015690 
[7051]  train-auc:0.871632±0.003219 test-auc:0.818646±0.015693 
[7052]  train-auc:0.871635±0.003219 test-auc:0.818646±0.015698 
[7053]  train-auc:0.871639±0.003222 test-auc:0.818644±0.015703 
[7054]  train-auc:0.871641±0.003222 test-auc:0.818648±0.015705 
[7055]  train-auc:0.871648±0.003228 test-auc:0.818654±0.015705 
[7056]  train-auc:0.871657±0.003229 test-auc:0.818653±0.015703 
[7057]  train-auc:0.871663±0.003229 test-auc:0.818650±0.015707 
[7058]  train-auc:0.871664±0.003229 test-auc:0.818652±0.015711 
[7059]  train-auc:0.871669±0.003229 test-auc:0.818663±0.015717 
[7060]  train-auc:0.871675±0.003227 test-auc:0.818668±0.015712 
[7061]  train-auc:0.871677±0.003228 test-auc:0.818672±0.015710 
[7062]  train-auc:0.871681±0.003232 test-auc:0.818667±0.015710 
[7063]  train-auc:0.871685±0.003234 test-auc:0.818666±0.015711 
[7064]  train-auc:0.871691±0.003236 test-auc:0.818667±0.015706 
[7065]  train-auc:0.871698±0.003243 test-auc:0.818668±0.015708 
[7066]  train-auc:0.871702±0.003246 test-auc:0.818661±0.015706 
[7067]  train-auc:0.871704±0.003248 test-auc:0.818666±0.015709 
[7068]  train-auc:0.871711±0.003254 test-auc:0.818666±0.015705 
[7069]  train-auc:0.871713±0.003254 test-auc:0.818663±0.015702 
[7070]  train-auc:0.871716±0.003256 test-auc:0.818662±0.015700 
[7071]  train-auc:0.871719±0.003256 test-auc:0.818668±0.015699 
[7072]  train-auc:0.871721±0.003257 test-auc:0.818664±0.015698 
[7073]  train-auc:0.871721±0.003256 test-auc:0.818663±0.015696 
[7074]  train-auc:0.871726±0.003258 test-auc:0.818666±0.015692 
[7075]  train-auc:0.871733±0.003259 test-auc:0.818663±0.015694 
[7076]  train-auc:0.871735±0.003260 test-auc:0.818664±0.015694 
[7077]  train-auc:0.871740±0.003256 test-auc:0.818657±0.015687 
[7078]  train-auc:0.871745±0.003255 test-auc:0.818653±0.015691 
[7079]  train-auc:0.871749±0.003254 test-auc:0.818662±0.015683 
[7080]  train-auc:0.871751±0.003255 test-auc:0.818665±0.015685 
[7081]  train-auc:0.871755±0.003258 test-auc:0.818661±0.015690 
[7082]  train-auc:0.871758±0.003259 test-auc:0.818664±0.015694 
[7083]  train-auc:0.871763±0.003256 test-auc:0.818663±0.015696 
[7084]  train-auc:0.871765±0.003254 test-auc:0.818654±0.015686 
[7085]  train-auc:0.871768±0.003253 test-auc:0.818655±0.015684 
[7086]  train-auc:0.871772±0.003254 test-auc:0.818660±0.015685 
[7087]  train-auc:0.871776±0.003256 test-auc:0.818664±0.015677 
[7088]  train-auc:0.871779±0.003256 test-auc:0.818668±0.015677 
[7089]  train-auc:0.871783±0.003255 test-auc:0.818662±0.015675 
[7090]  train-auc:0.871789±0.003253 test-auc:0.818661±0.015674 
[7091]  train-auc:0.871795±0.003254 test-auc:0.818666±0.015679 
[7092]  train-auc:0.871798±0.003253 test-auc:0.818668±0.015668 
[7093]  train-auc:0.871800±0.003253 test-auc:0.818669±0.015662 
[7094]  train-auc:0.871808±0.003254 test-auc:0.818661±0.015668 
[7095]  train-auc:0.871812±0.003255 test-auc:0.818671±0.015664 
[7096]  train-auc:0.871817±0.003256 test-auc:0.818670±0.015667 
[7097]  train-auc:0.871819±0.003258 test-auc:0.818671±0.015671 
[7098]  train-auc:0.871825±0.003258 test-auc:0.818668±0.015680 
[7099]  train-auc:0.871828±0.003258 test-auc:0.818669±0.015679 
[7100]  train-auc:0.871830±0.003257 test-auc:0.818671±0.015687 
[7101]  train-auc:0.871833±0.003256 test-auc:0.818679±0.015683 
[7102]  train-auc:0.871835±0.003256 test-auc:0.818678±0.015681 
[7103]  train-auc:0.871837±0.003254 test-auc:0.818679±0.015678 
[7104]  train-auc:0.871840±0.003256 test-auc:0.818683±0.015677 
[7105]  train-auc:0.871845±0.003259 test-auc:0.818688±0.015671 
[7106]  train-auc:0.871848±0.003260 test-auc:0.818692±0.015672 
[7107]  train-auc:0.871850±0.003262 test-auc:0.818689±0.015670 
[7108]  train-auc:0.871855±0.003260 test-auc:0.818685±0.015665 
[7109]  train-auc:0.871856±0.003261 test-auc:0.818685±0.015657 
[7110]  train-auc:0.871860±0.003262 test-auc:0.818687±0.015651 
[7111]  train-auc:0.871864±0.003261 test-auc:0.818691±0.015652 
[7112]  train-auc:0.871867±0.003262 test-auc:0.818696±0.015649 
[7113]  train-auc:0.871868±0.003262 test-auc:0.818695±0.015656 
[7114]  train-auc:0.871869±0.003263 test-auc:0.818696±0.015656 
[7115]  train-auc:0.871871±0.003263 test-auc:0.818701±0.015658 
[7116]  train-auc:0.871874±0.003262 test-auc:0.818700±0.015656 
[7117]  train-auc:0.871881±0.003260 test-auc:0.818700±0.015650 
[7118]  train-auc:0.871888±0.003257 test-auc:0.818704±0.015658 
[7119]  train-auc:0.871891±0.003256 test-auc:0.818705±0.015655 
[7120]  train-auc:0.871893±0.003255 test-auc:0.818710±0.015655 
[7121]  train-auc:0.871896±0.003255 test-auc:0.818711±0.015657 
[7122]  train-auc:0.871899±0.003256 test-auc:0.818705±0.015653 
[7123]  train-auc:0.871903±0.003256 test-auc:0.818704±0.015660 
[7124]  train-auc:0.871909±0.003254 test-auc:0.818712±0.015656 
[7125]  train-auc:0.871920±0.003258 test-auc:0.818709±0.015655 
[7126]  train-auc:0.871928±0.003257 test-auc:0.818718±0.015649 
[7127]  train-auc:0.871932±0.003259 test-auc:0.818710±0.015641 
[7128]  train-auc:0.871934±0.003258 test-auc:0.818713±0.015638 
[7129]  train-auc:0.871936±0.003259 test-auc:0.818712±0.015633 
[7130]  train-auc:0.871939±0.003259 test-auc:0.818713±0.015640 
[7131]  train-auc:0.871941±0.003260 test-auc:0.818714±0.015636 
[7132]  train-auc:0.871943±0.003260 test-auc:0.818713±0.015639 
[7133]  train-auc:0.871946±0.003259 test-auc:0.818714±0.015640 
[7134]  train-auc:0.871948±0.003259 test-auc:0.818720±0.015634 
[7135]  train-auc:0.871952±0.003260 test-auc:0.818712±0.015637 
[7136]  train-auc:0.871954±0.003261 test-auc:0.818715±0.015633 
[7137]  train-auc:0.871959±0.003261 test-auc:0.818717±0.015629 
[7138]  train-auc:0.871962±0.003261 test-auc:0.818717±0.015633 
[7139]  train-auc:0.871967±0.003264 test-auc:0.818722±0.015624 
[7140]  train-auc:0.871970±0.003265 test-auc:0.818722±0.015618 
[7141]  train-auc:0.871978±0.003264 test-auc:0.818726±0.015610 
[7142]  train-auc:0.871981±0.003266 test-auc:0.818730±0.015620 
[7143]  train-auc:0.871986±0.003266 test-auc:0.818725±0.015617 
[7144]  train-auc:0.871988±0.003267 test-auc:0.818726±0.015617 
[7145]  train-auc:0.871992±0.003267 test-auc:0.818729±0.015614 
[7146]  train-auc:0.871997±0.003269 test-auc:0.818735±0.015604 
[7147]  train-auc:0.872002±0.003266 test-auc:0.818736±0.015608 
[7148]  train-auc:0.872007±0.003274 test-auc:0.818744±0.015602 
[7149]  train-auc:0.872009±0.003272 test-auc:0.818738±0.015606 
[7150]  train-auc:0.872011±0.003272 test-auc:0.818736±0.015605 
[7151]  train-auc:0.872014±0.003272 test-auc:0.818739±0.015605 
[7152]  train-auc:0.872016±0.003273 test-auc:0.818743±0.015601 
[7153]  train-auc:0.872019±0.003273 test-auc:0.818743±0.015603 
[7154]  train-auc:0.872021±0.003273 test-auc:0.818737±0.015605 
[7155]  train-auc:0.872023±0.003274 test-auc:0.818737±0.015605 
[7156]  train-auc:0.872026±0.003274 test-auc:0.818733±0.015598 
[7157]  train-auc:0.872028±0.003275 test-auc:0.818740±0.015602 
[7158]  train-auc:0.872030±0.003275 test-auc:0.818742±0.015602 
[7159]  train-auc:0.872031±0.003276 test-auc:0.818740±0.015598 
[7160]  train-auc:0.872035±0.003276 test-auc:0.818742±0.015592 
[7161]  train-auc:0.872036±0.003276 test-auc:0.818745±0.015591 
[7162]  train-auc:0.872037±0.003276 test-auc:0.818744±0.015593 
[7163]  train-auc:0.872040±0.003275 test-auc:0.818750±0.015589 
[7164]  train-auc:0.872041±0.003276 test-auc:0.818750±0.015590 
[7165]  train-auc:0.872044±0.003276 test-auc:0.818748±0.015591 
[7166]  train-auc:0.872046±0.003277 test-auc:0.818747±0.015596 
[7167]  train-auc:0.872049±0.003278 test-auc:0.818754±0.015594 
[7168]  train-auc:0.872054±0.003283 test-auc:0.818750±0.015585 
[7169]  train-auc:0.872055±0.003284 test-auc:0.818751±0.015574 
[7170]  train-auc:0.872058±0.003284 test-auc:0.818752±0.015575 
[7171]  train-auc:0.872060±0.003284 test-auc:0.818745±0.015575 
[7172]  train-auc:0.872066±0.003283 test-auc:0.818746±0.015575 
[7173]  train-auc:0.872070±0.003284 test-auc:0.818752±0.015583 
[7174]  train-auc:0.872074±0.003284 test-auc:0.818759±0.015587 
[7175]  train-auc:0.872075±0.003286 test-auc:0.818758±0.015588 
[7176]  train-auc:0.872078±0.003286 test-auc:0.818752±0.015582 
[7177]  train-auc:0.872084±0.003285 test-auc:0.818757±0.015578 
[7178]  train-auc:0.872089±0.003282 test-auc:0.818765±0.015582 
[7179]  train-auc:0.872092±0.003284 test-auc:0.818768±0.015573 
[7180]  train-auc:0.872096±0.003283 test-auc:0.818773±0.015577 
[7181]  train-auc:0.872100±0.003287 test-auc:0.818772±0.015573 
[7182]  train-auc:0.872105±0.003287 test-auc:0.818771±0.015582 
[7183]  train-auc:0.872109±0.003289 test-auc:0.818767±0.015587 
[7184]  train-auc:0.872114±0.003289 test-auc:0.818767±0.015578 
[7185]  train-auc:0.872118±0.003293 test-auc:0.818771±0.015578 
[7186]  train-auc:0.872121±0.003292 test-auc:0.818780±0.015574 
[7187]  train-auc:0.872124±0.003292 test-auc:0.818778±0.015578 
[7188]  train-auc:0.872126±0.003293 test-auc:0.818780±0.015573 
[7189]  train-auc:0.872128±0.003295 test-auc:0.818782±0.015573 
[7190]  train-auc:0.872132±0.003296 test-auc:0.818784±0.015567 
[7191]  train-auc:0.872133±0.003297 test-auc:0.818785±0.015566 
[7192]  train-auc:0.872136±0.003297 test-auc:0.818782±0.015568 
[7193]  train-auc:0.872139±0.003299 test-auc:0.818785±0.015575 
[7194]  train-auc:0.872142±0.003299 test-auc:0.818792±0.015573 
[7195]  train-auc:0.872145±0.003300 test-auc:0.818798±0.015566 
[7196]  train-auc:0.872149±0.003301 test-auc:0.818794±0.015567 
[7197]  train-auc:0.872150±0.003302 test-auc:0.818803±0.015561 
[7198]  train-auc:0.872153±0.003301 test-auc:0.818801±0.015560 
[7199]  train-auc:0.872155±0.003302 test-auc:0.818809±0.015551 
[7200]  train-auc:0.872160±0.003302 test-auc:0.818814±0.015547 
[7201]  train-auc:0.872163±0.003303 test-auc:0.818812±0.015541 
[7202]  train-auc:0.872168±0.003307 test-auc:0.818816±0.015540 
[7203]  train-auc:0.872172±0.003309 test-auc:0.818817±0.015544 
[7204]  train-auc:0.872175±0.003310 test-auc:0.818814±0.015538 
[7205]  train-auc:0.872178±0.003309 test-auc:0.818817±0.015537 
[7206]  train-auc:0.872181±0.003313 test-auc:0.818819±0.015539 
[7207]  train-auc:0.872183±0.003312 test-auc:0.818819±0.015535 
[7208]  train-auc:0.872190±0.003312 test-auc:0.818824±0.015543 
[7209]  train-auc:0.872192±0.003311 test-auc:0.818826±0.015542 
[7210]  train-auc:0.872195±0.003311 test-auc:0.818826±0.015534 
[7211]  train-auc:0.872207±0.003312 test-auc:0.818826±0.015538 
[7212]  train-auc:0.872212±0.003312 test-auc:0.818834±0.015525 
[7213]  train-auc:0.872216±0.003316 test-auc:0.818836±0.015528 
[7214]  train-auc:0.872221±0.003320 test-auc:0.818838±0.015521 
[7215]  train-auc:0.872227±0.003319 test-auc:0.818839±0.015522 
[7216]  train-auc:0.872230±0.003319 test-auc:0.818840±0.015519 
[7217]  train-auc:0.872231±0.003319 test-auc:0.818841±0.015527 
[7218]  train-auc:0.872235±0.003318 test-auc:0.818852±0.015524 
[7219]  train-auc:0.872242±0.003323 test-auc:0.818850±0.015518 
[7220]  train-auc:0.872248±0.003325 test-auc:0.818853±0.015504 
[7221]  train-auc:0.872252±0.003325 test-auc:0.818856±0.015496 
[7222]  train-auc:0.872260±0.003328 test-auc:0.818855±0.015492 
[7223]  train-auc:0.872265±0.003329 test-auc:0.818864±0.015486 
[7224]  train-auc:0.872270±0.003326 test-auc:0.818865±0.015488 
[7225]  train-auc:0.872275±0.003327 test-auc:0.818870±0.015487 
[7226]  train-auc:0.872283±0.003328 test-auc:0.818877±0.015487 
[7227]  train-auc:0.872288±0.003331 test-auc:0.818882±0.015488 
[7228]  train-auc:0.872293±0.003331 test-auc:0.818887±0.015485 
[7229]  train-auc:0.872300±0.003329 test-auc:0.818889±0.015481 
[7230]  train-auc:0.872304±0.003330 test-auc:0.818890±0.015488 
[7231]  train-auc:0.872306±0.003331 test-auc:0.818891±0.015491 
[7232]  train-auc:0.872311±0.003331 test-auc:0.818889±0.015485 
[7233]  train-auc:0.872318±0.003335 test-auc:0.818888±0.015489 
[7234]  train-auc:0.872322±0.003335 test-auc:0.818892±0.015484 
[7235]  train-auc:0.872325±0.003335 test-auc:0.818892±0.015488 
[7236]  train-auc:0.872329±0.003337 test-auc:0.818893±0.015485 
[7237]  train-auc:0.872334±0.003343 test-auc:0.818900±0.015479 
[7238]  train-auc:0.872336±0.003345 test-auc:0.818900±0.015473 
[7239]  train-auc:0.872340±0.003346 test-auc:0.818895±0.015476 
[7240]  train-auc:0.872344±0.003346 test-auc:0.818897±0.015482 
[7241]  train-auc:0.872346±0.003346 test-auc:0.818904±0.015474 
[7242]  train-auc:0.872353±0.003344 test-auc:0.818896±0.015468 
[7243]  train-auc:0.872356±0.003346 test-auc:0.818898±0.015469 
[7244]  train-auc:0.872359±0.003346 test-auc:0.818898±0.015463 
[7245]  train-auc:0.872361±0.003347 test-auc:0.818896±0.015461 
[7246]  train-auc:0.872365±0.003348 test-auc:0.818895±0.015457 
[7247]  train-auc:0.872368±0.003346 test-auc:0.818897±0.015444 
[7248]  train-auc:0.872371±0.003346 test-auc:0.818900±0.015443 
[7249]  train-auc:0.872375±0.003347 test-auc:0.818906±0.015439 
[7250]  train-auc:0.872375±0.003347 test-auc:0.818908±0.015441 
[7251]  train-auc:0.872379±0.003350 test-auc:0.818910±0.015434 
[7252]  train-auc:0.872381±0.003349 test-auc:0.818910±0.015434 
[7253]  train-auc:0.872389±0.003346 test-auc:0.818914±0.015438 
[7254]  train-auc:0.872394±0.003353 test-auc:0.818918±0.015434 
[7255]  train-auc:0.872397±0.003354 test-auc:0.818914±0.015429 
[7256]  train-auc:0.872402±0.003355 test-auc:0.818908±0.015426 
[7257]  train-auc:0.872408±0.003355 test-auc:0.818916±0.015429 
[7258]  train-auc:0.872411±0.003355 test-auc:0.818911±0.015433 
[7259]  train-auc:0.872414±0.003357 test-auc:0.818910±0.015436 
[7260]  train-auc:0.872420±0.003354 test-auc:0.818914±0.015427 
[7261]  train-auc:0.872424±0.003356 test-auc:0.818909±0.015430 
[7262]  train-auc:0.872427±0.003356 test-auc:0.818909±0.015435 
[7263]  train-auc:0.872437±0.003357 test-auc:0.818919±0.015437 
[7264]  train-auc:0.872443±0.003355 test-auc:0.818920±0.015433 
[7265]  train-auc:0.872451±0.003358 test-auc:0.818923±0.015439 
[7266]  train-auc:0.872453±0.003359 test-auc:0.818921±0.015439 
[7267]  train-auc:0.872457±0.003358 test-auc:0.818924±0.015437 
[7268]  train-auc:0.872459±0.003356 test-auc:0.818931±0.015444 
[7269]  train-auc:0.872463±0.003355 test-auc:0.818928±0.015440 
[7270]  train-auc:0.872466±0.003354 test-auc:0.818928±0.015432 
[7271]  train-auc:0.872468±0.003356 test-auc:0.818928±0.015432 
[7272]  train-auc:0.872473±0.003356 test-auc:0.818927±0.015425 
[7273]  train-auc:0.872475±0.003358 test-auc:0.818933±0.015421 
[7274]  train-auc:0.872479±0.003357 test-auc:0.818932±0.015422 
[7275]  train-auc:0.872481±0.003357 test-auc:0.818937±0.015430 
[7276]  train-auc:0.872486±0.003358 test-auc:0.818932±0.015429 
[7277]  train-auc:0.872488±0.003358 test-auc:0.818933±0.015427 
[7278]  train-auc:0.872490±0.003360 test-auc:0.818936±0.015429 
[7279]  train-auc:0.872497±0.003362 test-auc:0.818937±0.015429 
[7280]  train-auc:0.872502±0.003362 test-auc:0.818941±0.015428 
[7281]  train-auc:0.872506±0.003363 test-auc:0.818938±0.015423 
[7282]  train-auc:0.872512±0.003361 test-auc:0.818940±0.015423 
[7283]  train-auc:0.872517±0.003361 test-auc:0.818949±0.015426 
[7284]  train-auc:0.872520±0.003362 test-auc:0.818950±0.015424 
[7285]  train-auc:0.872523±0.003362 test-auc:0.818948±0.015428 
[7286]  train-auc:0.872530±0.003361 test-auc:0.818948±0.015428 
[7287]  train-auc:0.872537±0.003358 test-auc:0.818953±0.015429 
[7288]  train-auc:0.872541±0.003355 test-auc:0.818963±0.015429 
[7289]  train-auc:0.872544±0.003356 test-auc:0.818964±0.015433 
[7290]  train-auc:0.872547±0.003354 test-auc:0.818964±0.015440 
[7291]  train-auc:0.872552±0.003352 test-auc:0.818972±0.015453 
[7292]  train-auc:0.872555±0.003351 test-auc:0.818969±0.015450 
[7293]  train-auc:0.872561±0.003347 test-auc:0.818971±0.015443 
[7294]  train-auc:0.872568±0.003345 test-auc:0.818974±0.015436 
[7295]  train-auc:0.872575±0.003346 test-auc:0.818971±0.015435 
[7296]  train-auc:0.872581±0.003344 test-auc:0.818967±0.015422 
[7297]  train-auc:0.872586±0.003344 test-auc:0.818969±0.015424 
[7298]  train-auc:0.872590±0.003346 test-auc:0.818974±0.015411 
[7299]  train-auc:0.872595±0.003350 test-auc:0.818974±0.015405 
[7300]  train-auc:0.872600±0.003347 test-auc:0.818972±0.015402 
[7301]  train-auc:0.872603±0.003348 test-auc:0.818975±0.015402 
[7302]  train-auc:0.872608±0.003349 test-auc:0.818975±0.015400 
[7303]  train-auc:0.872612±0.003349 test-auc:0.818974±0.015397 
[7304]  train-auc:0.872618±0.003347 test-auc:0.818976±0.015389 
[7305]  train-auc:0.872619±0.003347 test-auc:0.818977±0.015390 
[7306]  train-auc:0.872621±0.003348 test-auc:0.818979±0.015392 
[7307]  train-auc:0.872629±0.003345 test-auc:0.818978±0.015397 
[7308]  train-auc:0.872632±0.003346 test-auc:0.818981±0.015399 
[7309]  train-auc:0.872638±0.003347 test-auc:0.818979±0.015400 
[7310]  train-auc:0.872642±0.003347 test-auc:0.818979±0.015392 
[7311]  train-auc:0.872649±0.003346 test-auc:0.818980±0.015392 
[7312]  train-auc:0.872652±0.003345 test-auc:0.818984±0.015394 
[7313]  train-auc:0.872657±0.003344 test-auc:0.818988±0.015400 
[7314]  train-auc:0.872661±0.003344 test-auc:0.818993±0.015398 
[7315]  train-auc:0.872668±0.003341 test-auc:0.818996±0.015402 
[7316]  train-auc:0.872671±0.003338 test-auc:0.819004±0.015402 
[7317]  train-auc:0.872675±0.003336 test-auc:0.819002±0.015406 
[7318]  train-auc:0.872682±0.003335 test-auc:0.819005±0.015402 
[7319]  train-auc:0.872689±0.003333 test-auc:0.819010±0.015397 
[7320]  train-auc:0.872693±0.003330 test-auc:0.819009±0.015393 
[7321]  train-auc:0.872701±0.003328 test-auc:0.819005±0.015394 
[7322]  train-auc:0.872708±0.003324 test-auc:0.819013±0.015390 
[7323]  train-auc:0.872714±0.003322 test-auc:0.819010±0.015390 
[7324]  train-auc:0.872722±0.003323 test-auc:0.819012±0.015389 
[7325]  train-auc:0.872726±0.003321 test-auc:0.819015±0.015396 
[7326]  train-auc:0.872733±0.003319 test-auc:0.819015±0.015391 
[7327]  train-auc:0.872737±0.003317 test-auc:0.819016±0.015389 
[7328]  train-auc:0.872746±0.003312 test-auc:0.819008±0.015384 
[7329]  train-auc:0.872748±0.003311 test-auc:0.819007±0.015386 
[7330]  train-auc:0.872751±0.003309 test-auc:0.819013±0.015394 
[7331]  train-auc:0.872756±0.003305 test-auc:0.819012±0.015393 
[7332]  train-auc:0.872761±0.003305 test-auc:0.819005±0.015388 
[7333]  train-auc:0.872764±0.003305 test-auc:0.819005±0.015389 
[7334]  train-auc:0.872770±0.003304 test-auc:0.819016±0.015393 
[7335]  train-auc:0.872775±0.003303 test-auc:0.819015±0.015391 
[7336]  train-auc:0.872781±0.003301 test-auc:0.819016±0.015389 
[7337]  train-auc:0.872786±0.003300 test-auc:0.819011±0.015391 
[7338]  train-auc:0.872790±0.003302 test-auc:0.819006±0.015380 
[7339]  train-auc:0.872798±0.003299 test-auc:0.819015±0.015389 
[7340]  train-auc:0.872798±0.003298 test-auc:0.819018±0.015389 
[7341]  train-auc:0.872801±0.003300 test-auc:0.819023±0.015385 
[7342]  train-auc:0.872809±0.003300 test-auc:0.819026±0.015388 
[7343]  train-auc:0.872812±0.003301 test-auc:0.819015±0.015387 
[7344]  train-auc:0.872819±0.003303 test-auc:0.819026±0.015383 
[7345]  train-auc:0.872823±0.003301 test-auc:0.819026±0.015386 
[7346]  train-auc:0.872828±0.003301 test-auc:0.819027±0.015390 
[7347]  train-auc:0.872841±0.003302 test-auc:0.819036±0.015389 
[7348]  train-auc:0.872849±0.003300 test-auc:0.819032±0.015388 
[7349]  train-auc:0.872853±0.003298 test-auc:0.819035±0.015384 
[7350]  train-auc:0.872859±0.003297 test-auc:0.819040±0.015387 
[7351]  train-auc:0.872865±0.003297 test-auc:0.819044±0.015385 
[7352]  train-auc:0.872872±0.003295 test-auc:0.819043±0.015387 
[7353]  train-auc:0.872879±0.003293 test-auc:0.819043±0.015383 
[7354]  train-auc:0.872885±0.003291 test-auc:0.819044±0.015391 
[7355]  train-auc:0.872891±0.003290 test-auc:0.819050±0.015386 
[7356]  train-auc:0.872897±0.003287 test-auc:0.819048±0.015383 
[7357]  train-auc:0.872902±0.003286 test-auc:0.819048±0.015379 
[7358]  train-auc:0.872906±0.003283 test-auc:0.819048±0.015379 
[7359]  train-auc:0.872909±0.003281 test-auc:0.819054±0.015377 
[7360]  train-auc:0.872911±0.003280 test-auc:0.819051±0.015378 
[7361]  train-auc:0.872915±0.003280 test-auc:0.819051±0.015375 
[7362]  train-auc:0.872919±0.003279 test-auc:0.819053±0.015375 
[7363]  train-auc:0.872920±0.003277 test-auc:0.819050±0.015365 
[7364]  train-auc:0.872923±0.003278 test-auc:0.819046±0.015367 
[7365]  train-auc:0.872928±0.003274 test-auc:0.819055±0.015370 
[7366]  train-auc:0.872935±0.003276 test-auc:0.819052±0.015370 
[7367]  train-auc:0.872938±0.003277 test-auc:0.819054±0.015370 
[7368]  train-auc:0.872939±0.003277 test-auc:0.819050±0.015374 
[7369]  train-auc:0.872943±0.003274 test-auc:0.819063±0.015372 
[7370]  train-auc:0.872947±0.003275 test-auc:0.819060±0.015363 
[7371]  train-auc:0.872951±0.003275 test-auc:0.819051±0.015365 
[7372]  train-auc:0.872953±0.003277 test-auc:0.819049±0.015366 
[7373]  train-auc:0.872959±0.003279 test-auc:0.819059±0.015363 
[7374]  train-auc:0.872964±0.003281 test-auc:0.819058±0.015365 
[7375]  train-auc:0.872969±0.003284 test-auc:0.819051±0.015367 
[7376]  train-auc:0.872974±0.003283 test-auc:0.819047±0.015372 
[7377]  train-auc:0.872981±0.003283 test-auc:0.819039±0.015372 
[7378]  train-auc:0.872987±0.003282 test-auc:0.819038±0.015361 
[7379]  train-auc:0.872988±0.003281 test-auc:0.819041±0.015371 
[7380]  train-auc:0.872992±0.003282 test-auc:0.819045±0.015371 
[7381]  train-auc:0.872999±0.003282 test-auc:0.819048±0.015365 
[7382]  train-auc:0.873001±0.003283 test-auc:0.819049±0.015363 
[7383]  train-auc:0.873007±0.003287 test-auc:0.819044±0.015357 
[7384]  train-auc:0.873008±0.003285 test-auc:0.819045±0.015355 
[7385]  train-auc:0.873011±0.003284 test-auc:0.819054±0.015360 
[7386]  train-auc:0.873012±0.003285 test-auc:0.819058±0.015364 
[7387]  train-auc:0.873017±0.003286 test-auc:0.819053±0.015359 
[7388]  train-auc:0.873019±0.003287 test-auc:0.819052±0.015357 
[7389]  train-auc:0.873023±0.003291 test-auc:0.819043±0.015358 
[7390]  train-auc:0.873026±0.003291 test-auc:0.819045±0.015363 
[7391]  train-auc:0.873031±0.003291 test-auc:0.819041±0.015359 
[7392]  train-auc:0.873033±0.003290 test-auc:0.819042±0.015366 
[7393]  train-auc:0.873036±0.003291 test-auc:0.819039±0.015368 
[7394]  train-auc:0.873040±0.003291 test-auc:0.819037±0.015366 
[7395]  train-auc:0.873043±0.003291 test-auc:0.819042±0.015364 
[7396]  train-auc:0.873049±0.003292 test-auc:0.819041±0.015376 
[7397]  train-auc:0.873050±0.003290 test-auc:0.819041±0.015374 
[7398]  train-auc:0.873058±0.003289 test-auc:0.819050±0.015371 
[7399]  train-auc:0.873062±0.003289 test-auc:0.819051±0.015369 
[7400]  train-auc:0.873063±0.003288 test-auc:0.819055±0.015376 
[7401]  train-auc:0.873066±0.003289 test-auc:0.819050±0.015377 
[7402]  train-auc:0.873072±0.003288 test-auc:0.819056±0.015370 
[7403]  train-auc:0.873076±0.003290 test-auc:0.819059±0.015369 
[7404]  train-auc:0.873079±0.003293 test-auc:0.819061±0.015361 
[7405]  train-auc:0.873083±0.003292 test-auc:0.819060±0.015357 
[7406]  train-auc:0.873088±0.003289 test-auc:0.819059±0.015354 
[7407]  train-auc:0.873092±0.003288 test-auc:0.819062±0.015359 
[7408]  train-auc:0.873096±0.003289 test-auc:0.819060±0.015359 
[7409]  train-auc:0.873103±0.003290 test-auc:0.819059±0.015361 
[7410]  train-auc:0.873106±0.003288 test-auc:0.819062±0.015358 
[7411]  train-auc:0.873114±0.003288 test-auc:0.819065±0.015360 
[7412]  train-auc:0.873116±0.003290 test-auc:0.819065±0.015358 
[7413]  train-auc:0.873121±0.003292 test-auc:0.819072±0.015361 
[7414]  train-auc:0.873125±0.003293 test-auc:0.819069±0.015368 
[7415]  train-auc:0.873128±0.003294 test-auc:0.819062±0.015373 
[7416]  train-auc:0.873131±0.003294 test-auc:0.819072±0.015380 
[7417]  train-auc:0.873136±0.003294 test-auc:0.819065±0.015371 
[7418]  train-auc:0.873142±0.003293 test-auc:0.819073±0.015365 
[7419]  train-auc:0.873146±0.003292 test-auc:0.819076±0.015366 
[7420]  train-auc:0.873150±0.003294 test-auc:0.819069±0.015362 
[7421]  train-auc:0.873155±0.003293 test-auc:0.819072±0.015370 
[7422]  train-auc:0.873162±0.003288 test-auc:0.819066±0.015377 
[7423]  train-auc:0.873166±0.003286 test-auc:0.819060±0.015377 
[7424]  train-auc:0.873168±0.003286 test-auc:0.819059±0.015377 
[7425]  train-auc:0.873172±0.003284 test-auc:0.819063±0.015382 
[7426]  train-auc:0.873177±0.003283 test-auc:0.819061±0.015380 
[7427]  train-auc:0.873180±0.003284 test-auc:0.819062±0.015371 
[7428]  train-auc:0.873188±0.003280 test-auc:0.819064±0.015369 
[7429]  train-auc:0.873193±0.003281 test-auc:0.819063±0.015366 
[7430]  train-auc:0.873199±0.003285 test-auc:0.819069±0.015363 
[7431]  train-auc:0.873202±0.003284 test-auc:0.819069±0.015362 
[7432]  train-auc:0.873208±0.003286 test-auc:0.819069±0.015360 
[7433]  train-auc:0.873212±0.003284 test-auc:0.819078±0.015365 
[7434]  train-auc:0.873218±0.003280 test-auc:0.819072±0.015367 
[7435]  train-auc:0.873223±0.003278 test-auc:0.819080±0.015368 
[7436]  train-auc:0.873226±0.003277 test-auc:0.819080±0.015372 
[7437]  train-auc:0.873231±0.003277 test-auc:0.819082±0.015378 
[7438]  train-auc:0.873234±0.003280 test-auc:0.819082±0.015372 
[7439]  train-auc:0.873238±0.003279 test-auc:0.819086±0.015370 
[7440]  train-auc:0.873242±0.003279 test-auc:0.819085±0.015366 
[7441]  train-auc:0.873247±0.003277 test-auc:0.819073±0.015373 
[7442]  train-auc:0.873250±0.003277 test-auc:0.819076±0.015374 
[7443]  train-auc:0.873253±0.003277 test-auc:0.819073±0.015376 
[7444]  train-auc:0.873257±0.003276 test-auc:0.819070±0.015378 
[7445]  train-auc:0.873261±0.003276 test-auc:0.819068±0.015369 
[7446]  train-auc:0.873265±0.003279 test-auc:0.819073±0.015365 
[7447]  train-auc:0.873266±0.003277 test-auc:0.819073±0.015367 
[7448]  train-auc:0.873270±0.003279 test-auc:0.819073±0.015366 
[7449]  train-auc:0.873274±0.003280 test-auc:0.819076±0.015359 
[7450]  train-auc:0.873281±0.003277 test-auc:0.819083±0.015371 
[7451]  train-auc:0.873287±0.003276 test-auc:0.819084±0.015372 
[7452]  train-auc:0.873291±0.003278 test-auc:0.819086±0.015367 
[7453]  train-auc:0.873294±0.003276 test-auc:0.819087±0.015367 
[7454]  train-auc:0.873297±0.003276 test-auc:0.819087±0.015371 
[7455]  train-auc:0.873299±0.003276 test-auc:0.819089±0.015380 
[7456]  train-auc:0.873306±0.003274 test-auc:0.819087±0.015365 
[7457]  train-auc:0.873311±0.003273 test-auc:0.819095±0.015370 
[7458]  train-auc:0.873316±0.003277 test-auc:0.819095±0.015367 
[7459]  train-auc:0.873321±0.003276 test-auc:0.819100±0.015369 
[7460]  train-auc:0.873326±0.003277 test-auc:0.819099±0.015365 
[7461]  train-auc:0.873329±0.003277 test-auc:0.819105±0.015360 
[7462]  train-auc:0.873333±0.003274 test-auc:0.819100±0.015361 
[7463]  train-auc:0.873338±0.003273 test-auc:0.819107±0.015368 
[7464]  train-auc:0.873346±0.003269 test-auc:0.819103±0.015368 
[7465]  train-auc:0.873351±0.003271 test-auc:0.819103±0.015369 
[7466]  train-auc:0.873357±0.003268 test-auc:0.819107±0.015381 
[7467]  train-auc:0.873365±0.003263 test-auc:0.819109±0.015372 
[7468]  train-auc:0.873368±0.003260 test-auc:0.819113±0.015371 
[7469]  train-auc:0.873375±0.003259 test-auc:0.819107±0.015375 
[7470]  train-auc:0.873381±0.003257 test-auc:0.819110±0.015368 
[7471]  train-auc:0.873390±0.003258 test-auc:0.819108±0.015384 
[7472]  train-auc:0.873397±0.003256 test-auc:0.819113±0.015374 
[7473]  train-auc:0.873400±0.003256 test-auc:0.819112±0.015370 
[7474]  train-auc:0.873405±0.003254 test-auc:0.819115±0.015381 
[7475]  train-auc:0.873411±0.003253 test-auc:0.819124±0.015382 
[7476]  train-auc:0.873414±0.003252 test-auc:0.819119±0.015376 
[7477]  train-auc:0.873418±0.003251 test-auc:0.819116±0.015376 
[7478]  train-auc:0.873421±0.003251 test-auc:0.819118±0.015372 
[7479]  train-auc:0.873423±0.003250 test-auc:0.819121±0.015368 
[7480]  train-auc:0.873429±0.003249 test-auc:0.819108±0.015376 
[7481]  train-auc:0.873435±0.003251 test-auc:0.819107±0.015378 
[7482]  train-auc:0.873439±0.003250 test-auc:0.819111±0.015367 
[7483]  train-auc:0.873442±0.003247 test-auc:0.819114±0.015364 
[7484]  train-auc:0.873448±0.003248 test-auc:0.819117±0.015360 
[7485]  train-auc:0.873451±0.003247 test-auc:0.819117±0.015354 
[7486]  train-auc:0.873455±0.003246 test-auc:0.819123±0.015358 
[7487]  train-auc:0.873457±0.003246 test-auc:0.819124±0.015352 
[7488]  train-auc:0.873459±0.003244 test-auc:0.819123±0.015354 
[7489]  train-auc:0.873463±0.003242 test-auc:0.819119±0.015349 
[7490]  train-auc:0.873471±0.003248 test-auc:0.819129±0.015336 
[7491]  train-auc:0.873475±0.003246 test-auc:0.819119±0.015349 
[7492]  train-auc:0.873479±0.003248 test-auc:0.819119±0.015347 
[7493]  train-auc:0.873486±0.003248 test-auc:0.819124±0.015344 
[7494]  train-auc:0.873490±0.003246 test-auc:0.819128±0.015342 
[7495]  train-auc:0.873496±0.003244 test-auc:0.819137±0.015340 
[7496]  train-auc:0.873500±0.003245 test-auc:0.819143±0.015350 
[7497]  train-auc:0.873503±0.003243 test-auc:0.819144±0.015357 
[7498]  train-auc:0.873510±0.003242 test-auc:0.819137±0.015346 
[7499]  train-auc:0.873513±0.003241 test-auc:0.819138±0.015343 
[7500]  train-auc:0.873518±0.003236 test-auc:0.819138±0.015349 
[7501]  train-auc:0.873529±0.003237 test-auc:0.819156±0.015354 
[7502]  train-auc:0.873531±0.003234 test-auc:0.819153±0.015355 
[7503]  train-auc:0.873534±0.003232 test-auc:0.819154±0.015356 
[7504]  train-auc:0.873537±0.003232 test-auc:0.819155±0.015350 
[7505]  train-auc:0.873540±0.003230 test-auc:0.819151±0.015356 
[7506]  train-auc:0.873544±0.003229 test-auc:0.819146±0.015360 
[7507]  train-auc:0.873549±0.003225 test-auc:0.819155±0.015361 
[7508]  train-auc:0.873556±0.003224 test-auc:0.819160±0.015362 
[7509]  train-auc:0.873561±0.003221 test-auc:0.819158±0.015359 
[7510]  train-auc:0.873569±0.003218 test-auc:0.819166±0.015357 
[7511]  train-auc:0.873572±0.003218 test-auc:0.819166±0.015354 
[7512]  train-auc:0.873577±0.003216 test-auc:0.819168±0.015357 
[7513]  train-auc:0.873580±0.003216 test-auc:0.819170±0.015365 
[7514]  train-auc:0.873583±0.003215 test-auc:0.819166±0.015362 
[7515]  train-auc:0.873587±0.003215 test-auc:0.819174±0.015363 
[7516]  train-auc:0.873591±0.003212 test-auc:0.819178±0.015377 
[7517]  train-auc:0.873595±0.003213 test-auc:0.819176±0.015371 
[7518]  train-auc:0.873603±0.003210 test-auc:0.819175±0.015366 
[7519]  train-auc:0.873607±0.003212 test-auc:0.819171±0.015366 
[7520]  train-auc:0.873610±0.003211 test-auc:0.819174±0.015365 
[7521]  train-auc:0.873620±0.003212 test-auc:0.819165±0.015366 
[7522]  train-auc:0.873622±0.003212 test-auc:0.819163±0.015372 
[7523]  train-auc:0.873627±0.003211 test-auc:0.819160±0.015371 
[7524]  train-auc:0.873631±0.003208 test-auc:0.819163±0.015371 
[7525]  train-auc:0.873633±0.003208 test-auc:0.819166±0.015369 
[7526]  train-auc:0.873636±0.003207 test-auc:0.819170±0.015370 
[7527]  train-auc:0.873641±0.003203 test-auc:0.819180±0.015375 
[7528]  train-auc:0.873643±0.003204 test-auc:0.819178±0.015376 
[7529]  train-auc:0.873647±0.003201 test-auc:0.819174±0.015376 
[7530]  train-auc:0.873653±0.003199 test-auc:0.819179±0.015357 
[7531]  train-auc:0.873658±0.003197 test-auc:0.819181±0.015358 
[7532]  train-auc:0.873663±0.003194 test-auc:0.819181±0.015369 
[7533]  train-auc:0.873665±0.003193 test-auc:0.819181±0.015370 
[7534]  train-auc:0.873668±0.003195 test-auc:0.819179±0.015368 
[7535]  train-auc:0.873673±0.003192 test-auc:0.819184±0.015376 
[7536]  train-auc:0.873677±0.003191 test-auc:0.819180±0.015376 
[7537]  train-auc:0.873680±0.003191 test-auc:0.819177±0.015378 
[7538]  train-auc:0.873681±0.003192 test-auc:0.819180±0.015383 
[7539]  train-auc:0.873684±0.003190 test-auc:0.819179±0.015386 
[7540]  train-auc:0.873685±0.003190 test-auc:0.819178±0.015385 
[7541]  train-auc:0.873686±0.003188 test-auc:0.819180±0.015389 
[7542]  train-auc:0.873689±0.003185 test-auc:0.819178±0.015384 
[7543]  train-auc:0.873692±0.003183 test-auc:0.819180±0.015384 
[7544]  train-auc:0.873695±0.003182 test-auc:0.819187±0.015391 
[7545]  train-auc:0.873697±0.003181 test-auc:0.819188±0.015397 
[7546]  train-auc:0.873700±0.003182 test-auc:0.819190±0.015399 
[7547]  train-auc:0.873704±0.003182 test-auc:0.819190±0.015392 
[7548]  train-auc:0.873706±0.003180 test-auc:0.819191±0.015396 
[7549]  train-auc:0.873710±0.003179 test-auc:0.819190±0.015395 
[7550]  train-auc:0.873714±0.003175 test-auc:0.819188±0.015395 
[7551]  train-auc:0.873716±0.003173 test-auc:0.819192±0.015390 
[7552]  train-auc:0.873717±0.003173 test-auc:0.819193±0.015393 
[7553]  train-auc:0.873721±0.003170 test-auc:0.819192±0.015392 
[7554]  train-auc:0.873724±0.003170 test-auc:0.819187±0.015393 
[7555]  train-auc:0.873725±0.003170 test-auc:0.819193±0.015398 
[7556]  train-auc:0.873727±0.003170 test-auc:0.819189±0.015396 
[7557]  train-auc:0.873730±0.003167 test-auc:0.819192±0.015398 
[7558]  train-auc:0.873733±0.003166 test-auc:0.819193±0.015401 
[7559]  train-auc:0.873734±0.003167 test-auc:0.819200±0.015398 
[7560]  train-auc:0.873737±0.003165 test-auc:0.819199±0.015394 
[7561]  train-auc:0.873740±0.003163 test-auc:0.819199±0.015398 
[7562]  train-auc:0.873745±0.003161 test-auc:0.819198±0.015394 
[7563]  train-auc:0.873746±0.003162 test-auc:0.819198±0.015398 
[7564]  train-auc:0.873748±0.003160 test-auc:0.819201±0.015407 
[7565]  train-auc:0.873753±0.003163 test-auc:0.819202±0.015409 
[7566]  train-auc:0.873755±0.003164 test-auc:0.819204±0.015405 
[7567]  train-auc:0.873756±0.003164 test-auc:0.819204±0.015411 
[7568]  train-auc:0.873761±0.003164 test-auc:0.819194±0.015407 
[7569]  train-auc:0.873765±0.003163 test-auc:0.819200±0.015407 
[7570]  train-auc:0.873768±0.003164 test-auc:0.819199±0.015409 
[7571]  train-auc:0.873773±0.003163 test-auc:0.819208±0.015404 
[7572]  train-auc:0.873779±0.003162 test-auc:0.819205±0.015406 
[7573]  train-auc:0.873783±0.003161 test-auc:0.819204±0.015408 
[7574]  train-auc:0.873790±0.003159 test-auc:0.819208±0.015407 
[7575]  train-auc:0.873795±0.003158 test-auc:0.819204±0.015401 
[7576]  train-auc:0.873799±0.003158 test-auc:0.819200±0.015397 
[7577]  train-auc:0.873804±0.003157 test-auc:0.819195±0.015396 
[7578]  train-auc:0.873807±0.003157 test-auc:0.819198±0.015392 
[7579]  train-auc:0.873813±0.003159 test-auc:0.819203±0.015399 
[7580]  train-auc:0.873815±0.003158 test-auc:0.819209±0.015406 
[7581]  train-auc:0.873817±0.003157 test-auc:0.819210±0.015405 
[7582]  train-auc:0.873822±0.003155 test-auc:0.819211±0.015404 
[7583]  train-auc:0.873826±0.003155 test-auc:0.819210±0.015402 
[7584]  train-auc:0.873831±0.003154 test-auc:0.819200±0.015406 
[7585]  train-auc:0.873835±0.003153 test-auc:0.819197±0.015410 
[7586]  train-auc:0.873838±0.003156 test-auc:0.819193±0.015411 
[7587]  train-auc:0.873839±0.003156 test-auc:0.819198±0.015408 
[7588]  train-auc:0.873841±0.003155 test-auc:0.819204±0.015411 
[7589]  train-auc:0.873844±0.003152 test-auc:0.819207±0.015414 
[7590]  train-auc:0.873847±0.003151 test-auc:0.819204±0.015423 
[7591]  train-auc:0.873851±0.003148 test-auc:0.819207±0.015431 
[7592]  train-auc:0.873855±0.003150 test-auc:0.819205±0.015431 
[7593]  train-auc:0.873859±0.003149 test-auc:0.819207±0.015437 
[7594]  train-auc:0.873862±0.003148 test-auc:0.819197±0.015434 
[7595]  train-auc:0.873866±0.003148 test-auc:0.819203±0.015425 
[7596]  train-auc:0.873870±0.003147 test-auc:0.819208±0.015427 
[7597]  train-auc:0.873874±0.003148 test-auc:0.819199±0.015419 
[7598]  train-auc:0.873881±0.003147 test-auc:0.819202±0.015419 
[7599]  train-auc:0.873885±0.003146 test-auc:0.819201±0.015422 
[7600]  train-auc:0.873891±0.003146 test-auc:0.819200±0.015426 
[7601]  train-auc:0.873893±0.003147 test-auc:0.819202±0.015422 
[7602]  train-auc:0.873901±0.003147 test-auc:0.819200±0.015414 
[7603]  train-auc:0.873905±0.003144 test-auc:0.819204±0.015419 
[7604]  train-auc:0.873911±0.003144 test-auc:0.819201±0.015422 
[7605]  train-auc:0.873912±0.003144 test-auc:0.819199±0.015423 
[7606]  train-auc:0.873916±0.003141 test-auc:0.819209±0.015425 
[7607]  train-auc:0.873918±0.003141 test-auc:0.819212±0.015428 
[7608]  train-auc:0.873921±0.003142 test-auc:0.819209±0.015431 
[7609]  train-auc:0.873926±0.003142 test-auc:0.819217±0.015430 
[7610]  train-auc:0.873930±0.003141 test-auc:0.819222±0.015431 
[7611]  train-auc:0.873934±0.003138 test-auc:0.819224±0.015435 
[7612]  train-auc:0.873938±0.003135 test-auc:0.819227±0.015434 
[7613]  train-auc:0.873944±0.003134 test-auc:0.819230±0.015434 
[7614]  train-auc:0.873945±0.003134 test-auc:0.819228±0.015439 
[7615]  train-auc:0.873950±0.003130 test-auc:0.819237±0.015436 
[7616]  train-auc:0.873953±0.003130 test-auc:0.819237±0.015435 
[7617]  train-auc:0.873957±0.003125 test-auc:0.819233±0.015432 
[7618]  train-auc:0.873958±0.003125 test-auc:0.819233±0.015420 
[7619]  train-auc:0.873960±0.003124 test-auc:0.819238±0.015426 
[7620]  train-auc:0.873965±0.003121 test-auc:0.819243±0.015437 
[7621]  train-auc:0.873967±0.003120 test-auc:0.819241±0.015432 
[7622]  train-auc:0.873972±0.003122 test-auc:0.819243±0.015430 
[7623]  train-auc:0.873975±0.003123 test-auc:0.819242±0.015431 
[7624]  train-auc:0.873979±0.003122 test-auc:0.819241±0.015432 
[7625]  train-auc:0.873980±0.003121 test-auc:0.819244±0.015432 
[7626]  train-auc:0.873983±0.003121 test-auc:0.819254±0.015425 
[7627]  train-auc:0.873988±0.003120 test-auc:0.819254±0.015423 
[7628]  train-auc:0.873990±0.003121 test-auc:0.819256±0.015419 
[7629]  train-auc:0.873993±0.003120 test-auc:0.819263±0.015422 
[7630]  train-auc:0.874000±0.003121 test-auc:0.819261±0.015420 
[7631]  train-auc:0.874006±0.003121 test-auc:0.819256±0.015419 
[7632]  train-auc:0.874009±0.003121 test-auc:0.819254±0.015429 
[7633]  train-auc:0.874011±0.003122 test-auc:0.819256±0.015426 
[7634]  train-auc:0.874013±0.003124 test-auc:0.819257±0.015427 
[7635]  train-auc:0.874018±0.003123 test-auc:0.819261±0.015433 
[7636]  train-auc:0.874023±0.003124 test-auc:0.819266±0.015438 
[7637]  train-auc:0.874028±0.003123 test-auc:0.819266±0.015431 
[7638]  train-auc:0.874031±0.003121 test-auc:0.819270±0.015432 
[7639]  train-auc:0.874035±0.003123 test-auc:0.819266±0.015425 
[7640]  train-auc:0.874037±0.003122 test-auc:0.819264±0.015413 
[7641]  train-auc:0.874044±0.003124 test-auc:0.819269±0.015418 
[7642]  train-auc:0.874049±0.003122 test-auc:0.819278±0.015427 
[7643]  train-auc:0.874054±0.003123 test-auc:0.819277±0.015425 
[7644]  train-auc:0.874058±0.003124 test-auc:0.819279±0.015425 
[7645]  train-auc:0.874059±0.003125 test-auc:0.819277±0.015421 
[7646]  train-auc:0.874062±0.003124 test-auc:0.819281±0.015421 
[7647]  train-auc:0.874065±0.003123 test-auc:0.819281±0.015428 
[7648]  train-auc:0.874071±0.003121 test-auc:0.819285±0.015427 
[7649]  train-auc:0.874076±0.003121 test-auc:0.819280±0.015427 
[7650]  train-auc:0.874079±0.003124 test-auc:0.819279±0.015430 
[7651]  train-auc:0.874082±0.003124 test-auc:0.819278±0.015440 
[7652]  train-auc:0.874087±0.003120 test-auc:0.819283±0.015447 
[7653]  train-auc:0.874090±0.003122 test-auc:0.819280±0.015454 
[7654]  train-auc:0.874095±0.003122 test-auc:0.819284±0.015446 
[7655]  train-auc:0.874096±0.003122 test-auc:0.819283±0.015450 
[7656]  train-auc:0.874099±0.003124 test-auc:0.819281±0.015441 
[7657]  train-auc:0.874103±0.003124 test-auc:0.819284±0.015440 
[7658]  train-auc:0.874106±0.003126 test-auc:0.819286±0.015440 
[7659]  train-auc:0.874108±0.003128 test-auc:0.819284±0.015440 
[7660]  train-auc:0.874115±0.003126 test-auc:0.819279±0.015437 
[7661]  train-auc:0.874116±0.003129 test-auc:0.819279±0.015446 
[7662]  train-auc:0.874119±0.003130 test-auc:0.819282±0.015444 
[7663]  train-auc:0.874122±0.003130 test-auc:0.819278±0.015447 
[7664]  train-auc:0.874128±0.003128 test-auc:0.819281±0.015446 
[7665]  train-auc:0.874132±0.003129 test-auc:0.819270±0.015444 
[7666]  train-auc:0.874134±0.003128 test-auc:0.819268±0.015449 
[7667]  train-auc:0.874136±0.003129 test-auc:0.819271±0.015448 
[7668]  train-auc:0.874141±0.003127 test-auc:0.819272±0.015452 
[7669]  train-auc:0.874143±0.003128 test-auc:0.819272±0.015452 
[7670]  train-auc:0.874148±0.003125 test-auc:0.819282±0.015454 
[7671]  train-auc:0.874151±0.003124 test-auc:0.819289±0.015451 
[7672]  train-auc:0.874157±0.003124 test-auc:0.819295±0.015455 
[7673]  train-auc:0.874163±0.003124 test-auc:0.819296±0.015466 
[7674]  train-auc:0.874167±0.003128 test-auc:0.819293±0.015466 
[7675]  train-auc:0.874170±0.003128 test-auc:0.819295±0.015466 
[7676]  train-auc:0.874175±0.003132 test-auc:0.819296±0.015476 
[7677]  train-auc:0.874180±0.003134 test-auc:0.819302±0.015479 
[7678]  train-auc:0.874185±0.003139 test-auc:0.819297±0.015468 
[7679]  train-auc:0.874187±0.003141 test-auc:0.819301±0.015468 
[7680]  train-auc:0.874192±0.003139 test-auc:0.819304±0.015472 
[7681]  train-auc:0.874195±0.003140 test-auc:0.819300±0.015472 
[7682]  train-auc:0.874198±0.003139 test-auc:0.819297±0.015472 
[7683]  train-auc:0.874202±0.003136 test-auc:0.819292±0.015465 
[7684]  train-auc:0.874204±0.003137 test-auc:0.819294±0.015470 
[7685]  train-auc:0.874209±0.003137 test-auc:0.819292±0.015480 
[7686]  train-auc:0.874211±0.003138 test-auc:0.819293±0.015478 
[7687]  train-auc:0.874214±0.003136 test-auc:0.819288±0.015475 
[7688]  train-auc:0.874218±0.003138 test-auc:0.819289±0.015477 
[7689]  train-auc:0.874221±0.003140 test-auc:0.819295±0.015469 
[7690]  train-auc:0.874224±0.003140 test-auc:0.819288±0.015470 
[7691]  train-auc:0.874229±0.003144 test-auc:0.819292±0.015466 
[7692]  train-auc:0.874231±0.003144 test-auc:0.819293±0.015470 
[7693]  train-auc:0.874233±0.003144 test-auc:0.819298±0.015464 
[7694]  train-auc:0.874237±0.003145 test-auc:0.819295±0.015463 
[7695]  train-auc:0.874241±0.003145 test-auc:0.819296±0.015459 
[7696]  train-auc:0.874245±0.003145 test-auc:0.819300±0.015457 
[7697]  train-auc:0.874248±0.003149 test-auc:0.819300±0.015453 
[7698]  train-auc:0.874253±0.003151 test-auc:0.819305±0.015443 
[7699]  train-auc:0.874255±0.003148 test-auc:0.819308±0.015451 
[7700]  train-auc:0.874259±0.003149 test-auc:0.819314±0.015451 
[7701]  train-auc:0.874261±0.003150 test-auc:0.819320±0.015451 
[7702]  train-auc:0.874263±0.003150 test-auc:0.819317±0.015456 
[7703]  train-auc:0.874269±0.003151 test-auc:0.819321±0.015452 
[7704]  train-auc:0.874274±0.003150 test-auc:0.819317±0.015456 
[7705]  train-auc:0.874279±0.003151 test-auc:0.819323±0.015462 
[7706]  train-auc:0.874281±0.003150 test-auc:0.819325±0.015466 
[7707]  train-auc:0.874287±0.003152 test-auc:0.819331±0.015459 
[7708]  train-auc:0.874291±0.003152 test-auc:0.819340±0.015468 
[7709]  train-auc:0.874293±0.003151 test-auc:0.819339±0.015473 
[7710]  train-auc:0.874296±0.003153 test-auc:0.819338±0.015473 
[7711]  train-auc:0.874301±0.003152 test-auc:0.819333±0.015468 
[7712]  train-auc:0.874306±0.003151 test-auc:0.819333±0.015460 
[7713]  train-auc:0.874311±0.003155 test-auc:0.819329±0.015453 
[7714]  train-auc:0.874314±0.003156 test-auc:0.819322±0.015452 
[7715]  train-auc:0.874316±0.003156 test-auc:0.819324±0.015453 
[7716]  train-auc:0.874321±0.003163 test-auc:0.819325±0.015447 
[7717]  train-auc:0.874324±0.003162 test-auc:0.819326±0.015452 
[7718]  train-auc:0.874326±0.003161 test-auc:0.819327±0.015448 
[7719]  train-auc:0.874327±0.003160 test-auc:0.819331±0.015447 
[7720]  train-auc:0.874329±0.003161 test-auc:0.819334±0.015444 
[7721]  train-auc:0.874334±0.003161 test-auc:0.819335±0.015452 
[7722]  train-auc:0.874338±0.003160 test-auc:0.819328±0.015443 
[7723]  train-auc:0.874340±0.003158 test-auc:0.819333±0.015441 
[7724]  train-auc:0.874343±0.003158 test-auc:0.819328±0.015446 
[7725]  train-auc:0.874346±0.003158 test-auc:0.819322±0.015450 
[7726]  train-auc:0.874348±0.003159 test-auc:0.819317±0.015444 
[7727]  train-auc:0.874353±0.003159 test-auc:0.819324±0.015446 
[7728]  train-auc:0.874356±0.003160 test-auc:0.819321±0.015456 
[7729]  train-auc:0.874359±0.003162 test-auc:0.819322±0.015460 
[7730]  train-auc:0.874362±0.003162 test-auc:0.819320±0.015459 
[7731]  train-auc:0.874365±0.003163 test-auc:0.819325±0.015456 
[7732]  train-auc:0.874369±0.003162 test-auc:0.819324±0.015453 
[7733]  train-auc:0.874372±0.003161 test-auc:0.819325±0.015452 
[7734]  train-auc:0.874375±0.003161 test-auc:0.819329±0.015454 
[7735]  train-auc:0.874379±0.003162 test-auc:0.819335±0.015456 
[7736]  train-auc:0.874381±0.003159 test-auc:0.819332±0.015461 
[7737]  train-auc:0.874385±0.003158 test-auc:0.819333±0.015453 
[7738]  train-auc:0.874389±0.003161 test-auc:0.819336±0.015451 
[7739]  train-auc:0.874390±0.003162 test-auc:0.819337±0.015450 
[7740]  train-auc:0.874393±0.003161 test-auc:0.819338±0.015455 
[7741]  train-auc:0.874397±0.003166 test-auc:0.819342±0.015450 
[7742]  train-auc:0.874400±0.003166 test-auc:0.819337±0.015438 
[7743]  train-auc:0.874402±0.003166 test-auc:0.819334±0.015439 
[7744]  train-auc:0.874406±0.003167 test-auc:0.819337±0.015439 
[7745]  train-auc:0.874409±0.003169 test-auc:0.819340±0.015442 
[7746]  train-auc:0.874414±0.003168 test-auc:0.819331±0.015442 
[7747]  train-auc:0.874419±0.003169 test-auc:0.819339±0.015439 
[7748]  train-auc:0.874423±0.003168 test-auc:0.819342±0.015439 
[7749]  train-auc:0.874425±0.003167 test-auc:0.819338±0.015441 
[7750]  train-auc:0.874429±0.003167 test-auc:0.819333±0.015443 
[7751]  train-auc:0.874432±0.003168 test-auc:0.819328±0.015439 
[7752]  train-auc:0.874437±0.003168 test-auc:0.819331±0.015433 
[7753]  train-auc:0.874442±0.003165 test-auc:0.819330±0.015433 
[7754]  train-auc:0.874444±0.003166 test-auc:0.819334±0.015436 
[7755]  train-auc:0.874450±0.003169 test-auc:0.819345±0.015425 
[7756]  train-auc:0.874453±0.003167 test-auc:0.819336±0.015421 
[7757]  train-auc:0.874457±0.003169 test-auc:0.819343±0.015426 
[7758]  train-auc:0.874460±0.003169 test-auc:0.819343±0.015424 
[7759]  train-auc:0.874462±0.003167 test-auc:0.819344±0.015426 
[7760]  train-auc:0.874468±0.003168 test-auc:0.819347±0.015424 
[7761]  train-auc:0.874470±0.003166 test-auc:0.819352±0.015432 
[7762]  train-auc:0.874473±0.003167 test-auc:0.819350±0.015428 
[7763]  train-auc:0.874476±0.003167 test-auc:0.819348±0.015424 
[7764]  train-auc:0.874479±0.003166 test-auc:0.819352±0.015430 
[7765]  train-auc:0.874482±0.003166 test-auc:0.819351±0.015433 
[7766]  train-auc:0.874487±0.003163 test-auc:0.819355±0.015431 
[7767]  train-auc:0.874490±0.003163 test-auc:0.819357±0.015435 
[7768]  train-auc:0.874493±0.003164 test-auc:0.819354±0.015432 
[7769]  train-auc:0.874496±0.003166 test-auc:0.819353±0.015423 
[7770]  train-auc:0.874499±0.003166 test-auc:0.819356±0.015421 
[7771]  train-auc:0.874502±0.003167 test-auc:0.819356±0.015420 
[7772]  train-auc:0.874510±0.003167 test-auc:0.819363±0.015418 
[7773]  train-auc:0.874512±0.003169 test-auc:0.819368±0.015420 
[7774]  train-auc:0.874515±0.003168 test-auc:0.819366±0.015419 
[7775]  train-auc:0.874519±0.003168 test-auc:0.819369±0.015421 
[7776]  train-auc:0.874522±0.003171 test-auc:0.819377±0.015412 
[7777]  train-auc:0.874524±0.003172 test-auc:0.819382±0.015421 
[7778]  train-auc:0.874529±0.003171 test-auc:0.819378±0.015428 
[7779]  train-auc:0.874531±0.003170 test-auc:0.819374±0.015429 
[7780]  train-auc:0.874534±0.003171 test-auc:0.819374±0.015432 
[7781]  train-auc:0.874537±0.003171 test-auc:0.819373±0.015433 
[7782]  train-auc:0.874539±0.003171 test-auc:0.819375±0.015427 
[7783]  train-auc:0.874541±0.003173 test-auc:0.819374±0.015430 
[7784]  train-auc:0.874544±0.003173 test-auc:0.819372±0.015425 
[7785]  train-auc:0.874545±0.003174 test-auc:0.819369±0.015427 
[7786]  train-auc:0.874549±0.003176 test-auc:0.819371±0.015433 
[7787]  train-auc:0.874552±0.003175 test-auc:0.819367±0.015434 
[7788]  train-auc:0.874553±0.003177 test-auc:0.819366±0.015433 
[7789]  train-auc:0.874555±0.003179 test-auc:0.819369±0.015431 
[7790]  train-auc:0.874558±0.003181 test-auc:0.819369±0.015429 
[7791]  train-auc:0.874562±0.003180 test-auc:0.819373±0.015434 
[7792]  train-auc:0.874565±0.003180 test-auc:0.819379±0.015425 
[7793]  train-auc:0.874567±0.003181 test-auc:0.819384±0.015426 
[7794]  train-auc:0.874572±0.003182 test-auc:0.819375±0.015424 
[7795]  train-auc:0.874578±0.003179 test-auc:0.819376±0.015421 
[7796]  train-auc:0.874580±0.003179 test-auc:0.819367±0.015419 
[7797]  train-auc:0.874584±0.003180 test-auc:0.819369±0.015418 
[7798]  train-auc:0.874586±0.003180 test-auc:0.819368±0.015429 
[7799]  train-auc:0.874594±0.003187 test-auc:0.819379±0.015416 
[7800]  train-auc:0.874597±0.003188 test-auc:0.819380±0.015417 
[7801]  train-auc:0.874599±0.003188 test-auc:0.819383±0.015422 
[7802]  train-auc:0.874603±0.003186 test-auc:0.819383±0.015423 
[7803]  train-auc:0.874604±0.003188 test-auc:0.819384±0.015424 
[7804]  train-auc:0.874609±0.003189 test-auc:0.819379±0.015419 
[7805]  train-auc:0.874610±0.003190 test-auc:0.819384±0.015421 
[7806]  train-auc:0.874615±0.003188 test-auc:0.819383±0.015425 
[7807]  train-auc:0.874618±0.003188 test-auc:0.819383±0.015425 
[7808]  train-auc:0.874621±0.003188 test-auc:0.819377±0.015428 
[7809]  train-auc:0.874623±0.003189 test-auc:0.819381±0.015428 
[7810]  train-auc:0.874626±0.003191 test-auc:0.819380±0.015424 
[7811]  train-auc:0.874632±0.003192 test-auc:0.819389±0.015415 
[7812]  train-auc:0.874637±0.003193 test-auc:0.819383±0.015411 
[7813]  train-auc:0.874639±0.003193 test-auc:0.819384±0.015407 
[7814]  train-auc:0.874642±0.003192 test-auc:0.819385±0.015404 
[7815]  train-auc:0.874646±0.003192 test-auc:0.819384±0.015412 
[7816]  train-auc:0.874649±0.003193 test-auc:0.819385±0.015412 
[7817]  train-auc:0.874655±0.003194 test-auc:0.819386±0.015411 
[7818]  train-auc:0.874662±0.003194 test-auc:0.819391±0.015417 
[7819]  train-auc:0.874666±0.003195 test-auc:0.819390±0.015417 
[7820]  train-auc:0.874671±0.003198 test-auc:0.819391±0.015421 
[7821]  train-auc:0.874672±0.003199 test-auc:0.819392±0.015429 
[7822]  train-auc:0.874675±0.003201 test-auc:0.819391±0.015429 
[7823]  train-auc:0.874678±0.003201 test-auc:0.819393±0.015432 
[7824]  train-auc:0.874681±0.003200 test-auc:0.819395±0.015430 
[7825]  train-auc:0.874685±0.003200 test-auc:0.819390±0.015431 
[7826]  train-auc:0.874686±0.003201 test-auc:0.819391±0.015432 
[7827]  train-auc:0.874691±0.003200 test-auc:0.819388±0.015431 
[7828]  train-auc:0.874695±0.003200 test-auc:0.819394±0.015431 
[7829]  train-auc:0.874700±0.003197 test-auc:0.819396±0.015433 
[7830]  train-auc:0.874701±0.003197 test-auc:0.819396±0.015431 
[7831]  train-auc:0.874704±0.003196 test-auc:0.819394±0.015437 
[7832]  train-auc:0.874707±0.003199 test-auc:0.819401±0.015431 
[7833]  train-auc:0.874710±0.003200 test-auc:0.819406±0.015433 
[7834]  train-auc:0.874713±0.003200 test-auc:0.819404±0.015432 
[7835]  train-auc:0.874715±0.003202 test-auc:0.819405±0.015433 
[7836]  train-auc:0.874719±0.003204 test-auc:0.819408±0.015434 
[7837]  train-auc:0.874721±0.003204 test-auc:0.819410±0.015434 
[7838]  train-auc:0.874725±0.003204 test-auc:0.819400±0.015428 
[7839]  train-auc:0.874728±0.003205 test-auc:0.819395±0.015429 
[7840]  train-auc:0.874733±0.003202 test-auc:0.819399±0.015424 
[7841]  train-auc:0.874735±0.003202 test-auc:0.819403±0.015431 
[7842]  train-auc:0.874738±0.003203 test-auc:0.819401±0.015426 
[7843]  train-auc:0.874742±0.003205 test-auc:0.819409±0.015431 
[7844]  train-auc:0.874746±0.003206 test-auc:0.819414±0.015428 
[7845]  train-auc:0.874749±0.003208 test-auc:0.819413±0.015423 
[7846]  train-auc:0.874753±0.003209 test-auc:0.819413±0.015422 
[7847]  train-auc:0.874754±0.003210 test-auc:0.819409±0.015425 
[7848]  train-auc:0.874758±0.003208 test-auc:0.819406±0.015422 
[7849]  train-auc:0.874761±0.003208 test-auc:0.819403±0.015414 
[7850]  train-auc:0.874765±0.003208 test-auc:0.819400±0.015414 
[7851]  train-auc:0.874772±0.003208 test-auc:0.819397±0.015412 
[7852]  train-auc:0.874776±0.003208 test-auc:0.819391±0.015417 
[7853]  train-auc:0.874781±0.003210 test-auc:0.819394±0.015429 
[7854]  train-auc:0.874786±0.003213 test-auc:0.819396±0.015422 
[7855]  train-auc:0.874787±0.003212 test-auc:0.819391±0.015419 
[7856]  train-auc:0.874791±0.003214 test-auc:0.819393±0.015417 
[7857]  train-auc:0.874795±0.003215 test-auc:0.819396±0.015419 
[7858]  train-auc:0.874801±0.003215 test-auc:0.819400±0.015411 
[7859]  train-auc:0.874805±0.003217 test-auc:0.819401±0.015414 
[7860]  train-auc:0.874810±0.003220 test-auc:0.819405±0.015425 
[7861]  train-auc:0.874812±0.003220 test-auc:0.819407±0.015414 
[7862]  train-auc:0.874814±0.003219 test-auc:0.819405±0.015413 
[7863]  train-auc:0.874814±0.003219 test-auc:0.819408±0.015413 
[7864]  train-auc:0.874819±0.003216 test-auc:0.819412±0.015415 
[7865]  train-auc:0.874821±0.003216 test-auc:0.819414±0.015414 
[7866]  train-auc:0.874824±0.003217 test-auc:0.819419±0.015416 
[7867]  train-auc:0.874828±0.003218 test-auc:0.819419±0.015412 
[7868]  train-auc:0.874834±0.003221 test-auc:0.819432±0.015402 
[7869]  train-auc:0.874839±0.003220 test-auc:0.819427±0.015399 
[7870]  train-auc:0.874844±0.003220 test-auc:0.819427±0.015400 
[7871]  train-auc:0.874849±0.003224 test-auc:0.819432±0.015399 
[7872]  train-auc:0.874852±0.003226 test-auc:0.819433±0.015406 
[7873]  train-auc:0.874855±0.003228 test-auc:0.819434±0.015405 
[7874]  train-auc:0.874858±0.003231 test-auc:0.819438±0.015412 
[7875]  train-auc:0.874861±0.003231 test-auc:0.819443±0.015416 
[7876]  train-auc:0.874865±0.003231 test-auc:0.819435±0.015417 
[7877]  train-auc:0.874870±0.003232 test-auc:0.819440±0.015419 
[7878]  train-auc:0.874875±0.003231 test-auc:0.819435±0.015413 
[7879]  train-auc:0.874877±0.003231 test-auc:0.819437±0.015422 
[7880]  train-auc:0.874880±0.003234 test-auc:0.819446±0.015411 
[7881]  train-auc:0.874884±0.003235 test-auc:0.819444±0.015415 
[7882]  train-auc:0.874886±0.003235 test-auc:0.819453±0.015421 
[7883]  train-auc:0.874890±0.003235 test-auc:0.819447±0.015418 
[7884]  train-auc:0.874892±0.003235 test-auc:0.819444±0.015423 
[7885]  train-auc:0.874898±0.003236 test-auc:0.819446±0.015423 
[7886]  train-auc:0.874902±0.003237 test-auc:0.819442±0.015422 
[7887]  train-auc:0.874907±0.003236 test-auc:0.819440±0.015423 
[7888]  train-auc:0.874909±0.003236 test-auc:0.819435±0.015426 
[7889]  train-auc:0.874913±0.003233 test-auc:0.819435±0.015423 
[7890]  train-auc:0.874916±0.003234 test-auc:0.819431±0.015414 
[7891]  train-auc:0.874921±0.003235 test-auc:0.819435±0.015418 
[7892]  train-auc:0.874925±0.003237 test-auc:0.819437±0.015418 
[7893]  train-auc:0.874930±0.003237 test-auc:0.819436±0.015421 
[7894]  train-auc:0.874935±0.003238 test-auc:0.819439±0.015411 
[7895]  train-auc:0.874939±0.003241 test-auc:0.819441±0.015408 
[7896]  train-auc:0.874943±0.003241 test-auc:0.819441±0.015404 
[7897]  train-auc:0.874945±0.003240 test-auc:0.819449±0.015409 
[7898]  train-auc:0.874949±0.003240 test-auc:0.819451±0.015406 
[7899]  train-auc:0.874951±0.003241 test-auc:0.819450±0.015407 
[7900]  train-auc:0.874956±0.003242 test-auc:0.819460±0.015403 
[7901]  train-auc:0.874957±0.003245 test-auc:0.819458±0.015403 
[7902]  train-auc:0.874961±0.003244 test-auc:0.819460±0.015403 
[7903]  train-auc:0.874965±0.003246 test-auc:0.819461±0.015398 
[7904]  train-auc:0.874969±0.003246 test-auc:0.819465±0.015401 
[7905]  train-auc:0.874974±0.003245 test-auc:0.819470±0.015408 
[7906]  train-auc:0.874976±0.003245 test-auc:0.819469±0.015402 
[7907]  train-auc:0.874980±0.003246 test-auc:0.819470±0.015412 
[7908]  train-auc:0.874986±0.003245 test-auc:0.819472±0.015408 
[7909]  train-auc:0.874989±0.003245 test-auc:0.819474±0.015407 
[7910]  train-auc:0.874993±0.003246 test-auc:0.819475±0.015411 
[7911]  train-auc:0.874997±0.003247 test-auc:0.819481±0.015411 
[7912]  train-auc:0.875000±0.003248 test-auc:0.819478±0.015409 
[7913]  train-auc:0.875002±0.003248 test-auc:0.819478±0.015408 
[7914]  train-auc:0.875005±0.003247 test-auc:0.819484±0.015407 
[7915]  train-auc:0.875007±0.003248 test-auc:0.819481±0.015405 
[7916]  train-auc:0.875013±0.003246 test-auc:0.819481±0.015403 
[7917]  train-auc:0.875015±0.003246 test-auc:0.819484±0.015405 
[7918]  train-auc:0.875019±0.003248 test-auc:0.819487±0.015407 
[7919]  train-auc:0.875024±0.003247 test-auc:0.819485±0.015408 
[7920]  train-auc:0.875027±0.003248 test-auc:0.819492±0.015404 
[7921]  train-auc:0.875031±0.003246 test-auc:0.819498±0.015408 
[7922]  train-auc:0.875033±0.003247 test-auc:0.819502±0.015408 
[7923]  train-auc:0.875035±0.003248 test-auc:0.819503±0.015408 
[7924]  train-auc:0.875041±0.003249 test-auc:0.819499±0.015411 
[7925]  train-auc:0.875044±0.003250 test-auc:0.819495±0.015411 
[7926]  train-auc:0.875046±0.003250 test-auc:0.819496±0.015412 
[7927]  train-auc:0.875048±0.003250 test-auc:0.819492±0.015408 
[7928]  train-auc:0.875049±0.003250 test-auc:0.819491±0.015408 
[7929]  train-auc:0.875053±0.003252 test-auc:0.819493±0.015409 
[7930]  train-auc:0.875055±0.003252 test-auc:0.819489±0.015412 
[7931]  train-auc:0.875058±0.003253 test-auc:0.819489±0.015409 
[7932]  train-auc:0.875061±0.003254 test-auc:0.819485±0.015413 
[7933]  train-auc:0.875067±0.003253 test-auc:0.819489±0.015410 
[7934]  train-auc:0.875070±0.003251 test-auc:0.819488±0.015410 
[7935]  train-auc:0.875073±0.003251 test-auc:0.819492±0.015412 
[7936]  train-auc:0.875077±0.003250 test-auc:0.819493±0.015407 
[7937]  train-auc:0.875080±0.003251 test-auc:0.819494±0.015411 
[7938]  train-auc:0.875084±0.003253 test-auc:0.819489±0.015408 
[7939]  train-auc:0.875088±0.003255 test-auc:0.819488±0.015408 
[7940]  train-auc:0.875092±0.003254 test-auc:0.819487±0.015409 
[7941]  train-auc:0.875095±0.003254 test-auc:0.819488±0.015411 
[7942]  train-auc:0.875098±0.003254 test-auc:0.819484±0.015410 
[7943]  train-auc:0.875100±0.003256 test-auc:0.819479±0.015408 
[7944]  train-auc:0.875103±0.003258 test-auc:0.819479±0.015409 
[7945]  train-auc:0.875105±0.003258 test-auc:0.819474±0.015406 
[7946]  train-auc:0.875108±0.003259 test-auc:0.819480±0.015409 
[7947]  train-auc:0.875113±0.003257 test-auc:0.819482±0.015405 
[7948]  train-auc:0.875117±0.003257 test-auc:0.819479±0.015403 
[7949]  train-auc:0.875120±0.003258 test-auc:0.819478±0.015406 
[7950]  train-auc:0.875122±0.003258 test-auc:0.819480±0.015408 
[7951]  train-auc:0.875125±0.003258 test-auc:0.819478±0.015406 
[7952]  train-auc:0.875125±0.003257 test-auc:0.819477±0.015403 
[7953]  train-auc:0.875128±0.003260 test-auc:0.819477±0.015396 
[7954]  train-auc:0.875133±0.003261 test-auc:0.819476±0.015393 
[7955]  train-auc:0.875136±0.003259 test-auc:0.819484±0.015400 
[7956]  train-auc:0.875141±0.003261 test-auc:0.819486±0.015397 
[7957]  train-auc:0.875144±0.003262 test-auc:0.819492±0.015407 
[7958]  train-auc:0.875148±0.003261 test-auc:0.819494±0.015408 
[7959]  train-auc:0.875154±0.003260 test-auc:0.819493±0.015404 
[7960]  train-auc:0.875157±0.003259 test-auc:0.819491±0.015404 
[7961]  train-auc:0.875161±0.003257 test-auc:0.819488±0.015405 
[7962]  train-auc:0.875165±0.003254 test-auc:0.819492±0.015407 
[7963]  train-auc:0.875167±0.003255 test-auc:0.819493±0.015415 
[7964]  train-auc:0.875174±0.003255 test-auc:0.819490±0.015410 
[7965]  train-auc:0.875176±0.003254 test-auc:0.819496±0.015412 
[7966]  train-auc:0.875181±0.003254 test-auc:0.819493±0.015414 
[7967]  train-auc:0.875184±0.003253 test-auc:0.819497±0.015406 
[7968]  train-auc:0.875185±0.003252 test-auc:0.819497±0.015407 
[7969]  train-auc:0.875187±0.003252 test-auc:0.819499±0.015410 
[7970]  train-auc:0.875191±0.003252 test-auc:0.819503±0.015413 
[7971]  train-auc:0.875197±0.003251 test-auc:0.819502±0.015410 
[7972]  train-auc:0.875202±0.003252 test-auc:0.819504±0.015412 
[7973]  train-auc:0.875206±0.003250 test-auc:0.819499±0.015407 
[7974]  train-auc:0.875208±0.003248 test-auc:0.819499±0.015397 
[7975]  train-auc:0.875212±0.003248 test-auc:0.819502±0.015393 
[7976]  train-auc:0.875216±0.003248 test-auc:0.819505±0.015382 
[7977]  train-auc:0.875220±0.003250 test-auc:0.819505±0.015386 
[7978]  train-auc:0.875223±0.003249 test-auc:0.819510±0.015387 
[7979]  train-auc:0.875226±0.003250 test-auc:0.819511±0.015394 
[7980]  train-auc:0.875231±0.003248 test-auc:0.819516±0.015396 
[7981]  train-auc:0.875235±0.003247 test-auc:0.819520±0.015397 
[7982]  train-auc:0.875237±0.003248 test-auc:0.819518±0.015398 
[7983]  train-auc:0.875241±0.003247 test-auc:0.819519±0.015392 
[7984]  train-auc:0.875241±0.003247 test-auc:0.819526±0.015398 
[7985]  train-auc:0.875244±0.003248 test-auc:0.819527±0.015398 
[7986]  train-auc:0.875246±0.003248 test-auc:0.819524±0.015397 
[7987]  train-auc:0.875251±0.003245 test-auc:0.819521±0.015395 
[7988]  train-auc:0.875254±0.003247 test-auc:0.819524±0.015394 
[7989]  train-auc:0.875255±0.003247 test-auc:0.819527±0.015394 
[7990]  train-auc:0.875258±0.003246 test-auc:0.819531±0.015393 
[7991]  train-auc:0.875261±0.003244 test-auc:0.819535±0.015391 
[7992]  train-auc:0.875265±0.003244 test-auc:0.819533±0.015396 
[7993]  train-auc:0.875269±0.003243 test-auc:0.819536±0.015395 
[7994]  train-auc:0.875271±0.003245 test-auc:0.819530±0.015388 
[7995]  train-auc:0.875274±0.003243 test-auc:0.819532±0.015388 
[7996]  train-auc:0.875279±0.003245 test-auc:0.819532±0.015390 
[7997]  train-auc:0.875280±0.003246 test-auc:0.819529±0.015394 
[7998]  train-auc:0.875286±0.003243 test-auc:0.819531±0.015386 
[7999]  train-auc:0.875292±0.003245 test-auc:0.819536±0.015380 
[8000]  train-auc:0.875295±0.003244 test-auc:0.819538±0.015389 
[8001]  train-auc:0.875299±0.003244 test-auc:0.819533±0.015394 
[8002]  train-auc:0.875303±0.003244 test-auc:0.819533±0.015391 
[8003]  train-auc:0.875307±0.003242 test-auc:0.819541±0.015385 
[8004]  train-auc:0.875311±0.003244 test-auc:0.819530±0.015389 
[8005]  train-auc:0.875312±0.003243 test-auc:0.819531±0.015385 
[8006]  train-auc:0.875318±0.003246 test-auc:0.819535±0.015384 
[8007]  train-auc:0.875321±0.003247 test-auc:0.819536±0.015384 
[8008]  train-auc:0.875325±0.003248 test-auc:0.819538±0.015388 
[8009]  train-auc:0.875329±0.003247 test-auc:0.819532±0.015384 
[8010]  train-auc:0.875334±0.003252 test-auc:0.819537±0.015374 
[8011]  train-auc:0.875336±0.003252 test-auc:0.819535±0.015374 
[8012]  train-auc:0.875342±0.003256 test-auc:0.819534±0.015380 
[8013]  train-auc:0.875344±0.003254 test-auc:0.819536±0.015389 
[8014]  train-auc:0.875349±0.003254 test-auc:0.819535±0.015385 
[8015]  train-auc:0.875352±0.003253 test-auc:0.819535±0.015385 
[8016]  train-auc:0.875356±0.003257 test-auc:0.819531±0.015384 
[8017]  train-auc:0.875358±0.003255 test-auc:0.819530±0.015384 
[8018]  train-auc:0.875364±0.003257 test-auc:0.819534±0.015388 
[8019]  train-auc:0.875367±0.003257 test-auc:0.819536±0.015388 
[8020]  train-auc:0.875370±0.003258 test-auc:0.819541±0.015394 
[8021]  train-auc:0.875373±0.003256 test-auc:0.819544±0.015391 
[8022]  train-auc:0.875376±0.003257 test-auc:0.819547±0.015390 
[8023]  train-auc:0.875379±0.003256 test-auc:0.819544±0.015390 
[8024]  train-auc:0.875383±0.003255 test-auc:0.819546±0.015388 
[8025]  train-auc:0.875387±0.003256 test-auc:0.819551±0.015391 
[8026]  train-auc:0.875391±0.003259 test-auc:0.819555±0.015380 
[8027]  train-auc:0.875396±0.003257 test-auc:0.819557±0.015378 
[8028]  train-auc:0.875400±0.003258 test-auc:0.819547±0.015372 
[8029]  train-auc:0.875404±0.003258 test-auc:0.819546±0.015374 
[8030]  train-auc:0.875408±0.003258 test-auc:0.819547±0.015377 
[8031]  train-auc:0.875410±0.003257 test-auc:0.819550±0.015376 
[8032]  train-auc:0.875414±0.003258 test-auc:0.819551±0.015376 
[8033]  train-auc:0.875416±0.003257 test-auc:0.819544±0.015368 
[8034]  train-auc:0.875419±0.003258 test-auc:0.819545±0.015365 
[8035]  train-auc:0.875425±0.003256 test-auc:0.819557±0.015359 
[8036]  train-auc:0.875430±0.003255 test-auc:0.819561±0.015354 
[8037]  train-auc:0.875434±0.003254 test-auc:0.819557±0.015356 
[8038]  train-auc:0.875439±0.003255 test-auc:0.819564±0.015361 
[8039]  train-auc:0.875443±0.003255 test-auc:0.819563±0.015359 
[8040]  train-auc:0.875447±0.003255 test-auc:0.819560±0.015365 
[8041]  train-auc:0.875448±0.003254 test-auc:0.819564±0.015363 
[8042]  train-auc:0.875454±0.003253 test-auc:0.819562±0.015364 
[8043]  train-auc:0.875458±0.003249 test-auc:0.819571±0.015367 
[8044]  train-auc:0.875462±0.003248 test-auc:0.819570±0.015367 
[8045]  train-auc:0.875466±0.003247 test-auc:0.819573±0.015366 
[8046]  train-auc:0.875471±0.003246 test-auc:0.819576±0.015366 
[8047]  train-auc:0.875476±0.003245 test-auc:0.819569±0.015368 
[8048]  train-auc:0.875479±0.003244 test-auc:0.819576±0.015366 
[8049]  train-auc:0.875485±0.003244 test-auc:0.819575±0.015362 
[8050]  train-auc:0.875487±0.003243 test-auc:0.819579±0.015368 
[8051]  train-auc:0.875490±0.003244 test-auc:0.819573±0.015369 
[8052]  train-auc:0.875496±0.003244 test-auc:0.819574±0.015379 
[8053]  train-auc:0.875499±0.003247 test-auc:0.819570±0.015378 
[8054]  train-auc:0.875502±0.003245 test-auc:0.819570±0.015377 
[8055]  train-auc:0.875504±0.003247 test-auc:0.819573±0.015368 
[8056]  train-auc:0.875507±0.003247 test-auc:0.819571±0.015367 
[8057]  train-auc:0.875512±0.003247 test-auc:0.819576±0.015376 
[8058]  train-auc:0.875514±0.003248 test-auc:0.819571±0.015377 
[8059]  train-auc:0.875516±0.003247 test-auc:0.819572±0.015383 
[8060]  train-auc:0.875518±0.003246 test-auc:0.819573±0.015389 
[8061]  train-auc:0.875521±0.003246 test-auc:0.819571±0.015387 
[8062]  train-auc:0.875523±0.003247 test-auc:0.819576±0.015390 
[8063]  train-auc:0.875526±0.003247 test-auc:0.819578±0.015395 
[8064]  train-auc:0.875528±0.003245 test-auc:0.819575±0.015392 
[8065]  train-auc:0.875532±0.003247 test-auc:0.819569±0.015376 
[8066]  train-auc:0.875537±0.003246 test-auc:0.819578±0.015388 
[8067]  train-auc:0.875543±0.003247 test-auc:0.819577±0.015386 
[8068]  train-auc:0.875547±0.003246 test-auc:0.819578±0.015381 
[8069]  train-auc:0.875549±0.003244 test-auc:0.819577±0.015379 
[8070]  train-auc:0.875553±0.003243 test-auc:0.819584±0.015386 
[8071]  train-auc:0.875556±0.003244 test-auc:0.819588±0.015394 
[8072]  train-auc:0.875561±0.003245 test-auc:0.819586±0.015389 
[8073]  train-auc:0.875566±0.003245 test-auc:0.819580±0.015387 
[8074]  train-auc:0.875570±0.003243 test-auc:0.819584±0.015386 
[8075]  train-auc:0.875574±0.003242 test-auc:0.819587±0.015397 
[8076]  train-auc:0.875578±0.003240 test-auc:0.819593±0.015393 
[8077]  train-auc:0.875581±0.003238 test-auc:0.819589±0.015393 
[8078]  train-auc:0.875587±0.003239 test-auc:0.819581±0.015388 
[8079]  train-auc:0.875591±0.003239 test-auc:0.819584±0.015391 
[8080]  train-auc:0.875593±0.003239 test-auc:0.819589±0.015393 
[8081]  train-auc:0.875597±0.003235 test-auc:0.819589±0.015395 
[8082]  train-auc:0.875599±0.003234 test-auc:0.819586±0.015394 
[8083]  train-auc:0.875603±0.003232 test-auc:0.819591±0.015396 
[8084]  train-auc:0.875608±0.003231 test-auc:0.819590±0.015394 
[8085]  train-auc:0.875614±0.003230 test-auc:0.819596±0.015397 
[8086]  train-auc:0.875617±0.003230 test-auc:0.819591±0.015402 
[8087]  train-auc:0.875623±0.003229 test-auc:0.819592±0.015401 
[8088]  train-auc:0.875627±0.003230 test-auc:0.819588±0.015407 
[8089]  train-auc:0.875629±0.003229 test-auc:0.819589±0.015405 
[8090]  train-auc:0.875631±0.003229 test-auc:0.819593±0.015405 
[8091]  train-auc:0.875634±0.003228 test-auc:0.819598±0.015407 
[8092]  train-auc:0.875640±0.003231 test-auc:0.819601±0.015399 
[8093]  train-auc:0.875642±0.003231 test-auc:0.819602±0.015397 
[8094]  train-auc:0.875646±0.003230 test-auc:0.819605±0.015407 
[8095]  train-auc:0.875650±0.003229 test-auc:0.819602±0.015411 
[8096]  train-auc:0.875653±0.003228 test-auc:0.819598±0.015410 
[8097]  train-auc:0.875658±0.003228 test-auc:0.819604±0.015411 
[8098]  train-auc:0.875661±0.003229 test-auc:0.819606±0.015403 
[8099]  train-auc:0.875665±0.003230 test-auc:0.819604±0.015412 
[8100]  train-auc:0.875670±0.003228 test-auc:0.819606±0.015410 
[8101]  train-auc:0.875673±0.003228 test-auc:0.819606±0.015407 
[8102]  train-auc:0.875675±0.003228 test-auc:0.819603±0.015406 
[8103]  train-auc:0.875678±0.003227 test-auc:0.819603±0.015410 
[8104]  train-auc:0.875685±0.003229 test-auc:0.819604±0.015411 
[8105]  train-auc:0.875687±0.003229 test-auc:0.819600±0.015409 
[8106]  train-auc:0.875691±0.003228 test-auc:0.819599±0.015407 
[8107]  train-auc:0.875693±0.003228 test-auc:0.819596±0.015410 
[8108]  train-auc:0.875697±0.003228 test-auc:0.819603±0.015404 
[8109]  train-auc:0.875701±0.003228 test-auc:0.819605±0.015406 
[8110]  train-auc:0.875706±0.003229 test-auc:0.819606±0.015404 
[8111]  train-auc:0.875709±0.003227 test-auc:0.819608±0.015410 
[8112]  train-auc:0.875713±0.003227 test-auc:0.819607±0.015408 
[8113]  train-auc:0.875717±0.003227 test-auc:0.819609±0.015417 
[8114]  train-auc:0.875719±0.003227 test-auc:0.819614±0.015417 
[8115]  train-auc:0.875722±0.003226 test-auc:0.819611±0.015416 
[8116]  train-auc:0.875725±0.003225 test-auc:0.819607±0.015414 
[8117]  train-auc:0.875727±0.003224 test-auc:0.819611±0.015414 
[8118]  train-auc:0.875730±0.003224 test-auc:0.819612±0.015415 
[8119]  train-auc:0.875732±0.003223 test-auc:0.819612±0.015412 
[8120]  train-auc:0.875735±0.003221 test-auc:0.819609±0.015411 
[8121]  train-auc:0.875741±0.003218 test-auc:0.819607±0.015409 
[8122]  train-auc:0.875744±0.003219 test-auc:0.819606±0.015411 
[8123]  train-auc:0.875747±0.003220 test-auc:0.819609±0.015409 
[8124]  train-auc:0.875749±0.003219 test-auc:0.819609±0.015409 
[8125]  train-auc:0.875751±0.003220 test-auc:0.819612±0.015411 
[8126]  train-auc:0.875755±0.003219 test-auc:0.819604±0.015410 
[8127]  train-auc:0.875757±0.003221 test-auc:0.819604±0.015413 
[8128]  train-auc:0.875761±0.003219 test-auc:0.819608±0.015415 
[8129]  train-auc:0.875767±0.003219 test-auc:0.819608±0.015414 
[8130]  train-auc:0.875769±0.003220 test-auc:0.819608±0.015411 
[8131]  train-auc:0.875771±0.003222 test-auc:0.819607±0.015404 
[8132]  train-auc:0.875781±0.003214 test-auc:0.819610±0.015411 
[8133]  train-auc:0.875790±0.003210 test-auc:0.819613±0.015418 
[8134]  train-auc:0.875795±0.003210 test-auc:0.819619±0.015418 
[8135]  train-auc:0.875801±0.003209 test-auc:0.819627±0.015418 
[8136]  train-auc:0.875804±0.003209 test-auc:0.819631±0.015422 
[8137]  train-auc:0.875808±0.003207 test-auc:0.819635±0.015423 
[8138]  train-auc:0.875812±0.003208 test-auc:0.819635±0.015421 
[8139]  train-auc:0.875823±0.003202 test-auc:0.819639±0.015433 
[8140]  train-auc:0.875827±0.003200 test-auc:0.819640±0.015427 
[8141]  train-auc:0.875833±0.003198 test-auc:0.819635±0.015423 
[8142]  train-auc:0.875837±0.003198 test-auc:0.819642±0.015426 
[8143]  train-auc:0.875839±0.003197 test-auc:0.819645±0.015429 
[8144]  train-auc:0.875840±0.003196 test-auc:0.819644±0.015435 
[8145]  train-auc:0.875843±0.003195 test-auc:0.819648±0.015434 
[8146]  train-auc:0.875845±0.003196 test-auc:0.819645±0.015434 
[8147]  train-auc:0.875847±0.003196 test-auc:0.819646±0.015428 
[8148]  train-auc:0.875852±0.003196 test-auc:0.819650±0.015438 
[8149]  train-auc:0.875858±0.003194 test-auc:0.819654±0.015436 
[8150]  train-auc:0.875862±0.003195 test-auc:0.819653±0.015432 
[8151]  train-auc:0.875865±0.003194 test-auc:0.819654±0.015435 
[8152]  train-auc:0.875867±0.003194 test-auc:0.819659±0.015426 
[8153]  train-auc:0.875871±0.003189 test-auc:0.819657±0.015423 
[8154]  train-auc:0.875879±0.003187 test-auc:0.819661±0.015423 
[8155]  train-auc:0.875884±0.003186 test-auc:0.819656±0.015416 
[8156]  train-auc:0.875888±0.003188 test-auc:0.819652±0.015421 
[8157]  train-auc:0.875892±0.003187 test-auc:0.819657±0.015431 
[8158]  train-auc:0.875896±0.003185 test-auc:0.819665±0.015440 
[8159]  train-auc:0.875901±0.003185 test-auc:0.819664±0.015439 
[8160]  train-auc:0.875905±0.003183 test-auc:0.819670±0.015443 
[8161]  train-auc:0.875907±0.003182 test-auc:0.819664±0.015443 
[8162]  train-auc:0.875914±0.003180 test-auc:0.819669±0.015438 
[8163]  train-auc:0.875917±0.003179 test-auc:0.819670±0.015437 
[8164]  train-auc:0.875924±0.003179 test-auc:0.819685±0.015437 
[8165]  train-auc:0.875928±0.003178 test-auc:0.819687±0.015436 
[8166]  train-auc:0.875932±0.003177 test-auc:0.819691±0.015435 
[8167]  train-auc:0.875937±0.003177 test-auc:0.819701±0.015441 
[8168]  train-auc:0.875940±0.003175 test-auc:0.819704±0.015440 
[8169]  train-auc:0.875943±0.003175 test-auc:0.819704±0.015440 
[8170]  train-auc:0.875946±0.003176 test-auc:0.819703±0.015440 
[8171]  train-auc:0.875948±0.003177 test-auc:0.819708±0.015440 
[8172]  train-auc:0.875951±0.003176 test-auc:0.819711±0.015438 
[8173]  train-auc:0.875954±0.003175 test-auc:0.819719±0.015430 
[8174]  train-auc:0.875956±0.003174 test-auc:0.819720±0.015435 
[8175]  train-auc:0.875960±0.003171 test-auc:0.819713±0.015428 
[8176]  train-auc:0.875965±0.003169 test-auc:0.819717±0.015431 
[8177]  train-auc:0.875968±0.003168 test-auc:0.819717±0.015433 
[8178]  train-auc:0.875970±0.003168 test-auc:0.819720±0.015432 
[8179]  train-auc:0.875972±0.003169 test-auc:0.819723±0.015431 
[8180]  train-auc:0.875975±0.003168 test-auc:0.819718±0.015438 
[8181]  train-auc:0.875976±0.003169 test-auc:0.819723±0.015433 
[8182]  train-auc:0.875979±0.003168 test-auc:0.819721±0.015437 
[8183]  train-auc:0.875981±0.003168 test-auc:0.819725±0.015436 
[8184]  train-auc:0.875983±0.003168 test-auc:0.819725±0.015440 
[8185]  train-auc:0.875987±0.003166 test-auc:0.819722±0.015439 
[8186]  train-auc:0.875993±0.003165 test-auc:0.819723±0.015445 
[8187]  train-auc:0.875996±0.003165 test-auc:0.819724±0.015440 
[8188]  train-auc:0.875999±0.003163 test-auc:0.819726±0.015441 
[8189]  train-auc:0.876003±0.003163 test-auc:0.819719±0.015441 
[8190]  train-auc:0.876005±0.003163 test-auc:0.819720±0.015444 
[8191]  train-auc:0.876008±0.003161 test-auc:0.819727±0.015444 
[8192]  train-auc:0.876012±0.003162 test-auc:0.819733±0.015447 
[8193]  train-auc:0.876014±0.003160 test-auc:0.819737±0.015449 
[8194]  train-auc:0.876022±0.003159 test-auc:0.819741±0.015441 
[8195]  train-auc:0.876028±0.003156 test-auc:0.819734±0.015445 
[8196]  train-auc:0.876032±0.003156 test-auc:0.819729±0.015444 
[8197]  train-auc:0.876034±0.003154 test-auc:0.819735±0.015445 
[8198]  train-auc:0.876039±0.003152 test-auc:0.819742±0.015453 
[8199]  train-auc:0.876043±0.003156 test-auc:0.819740±0.015454 
[8200]  train-auc:0.876048±0.003153 test-auc:0.819738±0.015456 
[8201]  train-auc:0.876054±0.003153 test-auc:0.819743±0.015449 
[8202]  train-auc:0.876057±0.003153 test-auc:0.819742±0.015449 
[8203]  train-auc:0.876062±0.003153 test-auc:0.819734±0.015453 
[8204]  train-auc:0.876068±0.003153 test-auc:0.819729±0.015464 
[8205]  train-auc:0.876071±0.003152 test-auc:0.819730±0.015456 
[8206]  train-auc:0.876074±0.003151 test-auc:0.819724±0.015456 
[8207]  train-auc:0.876081±0.003150 test-auc:0.819730±0.015448 
[8208]  train-auc:0.876087±0.003148 test-auc:0.819729±0.015449 
[8209]  train-auc:0.876096±0.003144 test-auc:0.819736±0.015444 
[8210]  train-auc:0.876099±0.003143 test-auc:0.819733±0.015445 
[8211]  train-auc:0.876103±0.003140 test-auc:0.819729±0.015439 
[8212]  train-auc:0.876105±0.003141 test-auc:0.819725±0.015442 
[8213]  train-auc:0.876109±0.003142 test-auc:0.819733±0.015440 
[8214]  train-auc:0.876114±0.003140 test-auc:0.819732±0.015437 
[8215]  train-auc:0.876116±0.003139 test-auc:0.819735±0.015445 
[8216]  train-auc:0.876120±0.003138 test-auc:0.819730±0.015445 
[8217]  train-auc:0.876122±0.003138 test-auc:0.819722±0.015445 
[8218]  train-auc:0.876126±0.003138 test-auc:0.819725±0.015448 
[8219]  train-auc:0.876132±0.003138 test-auc:0.819730±0.015445 
[8220]  train-auc:0.876139±0.003136 test-auc:0.819728±0.015453 
[8221]  train-auc:0.876141±0.003137 test-auc:0.819728±0.015454 
[8222]  train-auc:0.876144±0.003140 test-auc:0.819731±0.015450 
[8223]  train-auc:0.876149±0.003141 test-auc:0.819729±0.015451 
[8224]  train-auc:0.876151±0.003139 test-auc:0.819734±0.015452 
[8225]  train-auc:0.876157±0.003139 test-auc:0.819739±0.015449 
[8226]  train-auc:0.876165±0.003139 test-auc:0.819736±0.015455 
[8227]  train-auc:0.876171±0.003138 test-auc:0.819734±0.015450 
[8228]  train-auc:0.876176±0.003136 test-auc:0.819742±0.015446 
[8229]  train-auc:0.876180±0.003135 test-auc:0.819748±0.015446 
[8230]  train-auc:0.876186±0.003138 test-auc:0.819742±0.015452 
[8231]  train-auc:0.876193±0.003137 test-auc:0.819744±0.015448 
[8232]  train-auc:0.876198±0.003137 test-auc:0.819742±0.015452 
[8233]  train-auc:0.876205±0.003136 test-auc:0.819745±0.015451 
[8234]  train-auc:0.876210±0.003137 test-auc:0.819747±0.015452 
[8235]  train-auc:0.876218±0.003133 test-auc:0.819756±0.015452 
[8236]  train-auc:0.876220±0.003133 test-auc:0.819755±0.015453 
[8237]  train-auc:0.876228±0.003131 test-auc:0.819750±0.015448 
[8238]  train-auc:0.876232±0.003131 test-auc:0.819759±0.015449 
[8239]  train-auc:0.876236±0.003131 test-auc:0.819760±0.015449 
[8240]  train-auc:0.876241±0.003130 test-auc:0.819764±0.015449 
[8241]  train-auc:0.876246±0.003129 test-auc:0.819756±0.015446 
[8242]  train-auc:0.876249±0.003130 test-auc:0.819756±0.015446 
[8243]  train-auc:0.876253±0.003129 test-auc:0.819757±0.015441 
[8244]  train-auc:0.876256±0.003128 test-auc:0.819749±0.015439 
[8245]  train-auc:0.876265±0.003127 test-auc:0.819749±0.015440 
[8246]  train-auc:0.876278±0.003124 test-auc:0.819750±0.015448 
[8247]  train-auc:0.876280±0.003124 test-auc:0.819746±0.015453 
[8248]  train-auc:0.876284±0.003125 test-auc:0.819751±0.015447 
[8249]  train-auc:0.876289±0.003125 test-auc:0.819755±0.015443 
[8250]  train-auc:0.876293±0.003123 test-auc:0.819757±0.015438 
[8251]  train-auc:0.876300±0.003121 test-auc:0.819759±0.015446 
[8252]  train-auc:0.876307±0.003123 test-auc:0.819762±0.015443 
[8253]  train-auc:0.876315±0.003120 test-auc:0.819765±0.015453 
[8254]  train-auc:0.876320±0.003119 test-auc:0.819766±0.015452 
[8255]  train-auc:0.876325±0.003117 test-auc:0.819761±0.015449 
[8256]  train-auc:0.876328±0.003120 test-auc:0.819759±0.015446 
[8257]  train-auc:0.876337±0.003115 test-auc:0.819759±0.015443 
[8258]  train-auc:0.876342±0.003114 test-auc:0.819761±0.015444 
[8259]  train-auc:0.876344±0.003114 test-auc:0.819765±0.015446 
[8260]  train-auc:0.876350±0.003110 test-auc:0.819766±0.015458 
[8261]  train-auc:0.876354±0.003111 test-auc:0.819755±0.015464 
[8262]  train-auc:0.876356±0.003110 test-auc:0.819757±0.015468 
[8263]  train-auc:0.876363±0.003109 test-auc:0.819760±0.015465 
[8264]  train-auc:0.876365±0.003110 test-auc:0.819755±0.015466 
[8265]  train-auc:0.876369±0.003109 test-auc:0.819754±0.015463 
[8266]  train-auc:0.876370±0.003110 test-auc:0.819755±0.015462 
[8267]  train-auc:0.876374±0.003107 test-auc:0.819762±0.015472 
[8268]  train-auc:0.876381±0.003106 test-auc:0.819765±0.015466 
[8269]  train-auc:0.876386±0.003109 test-auc:0.819768±0.015466 
[8270]  train-auc:0.876393±0.003108 test-auc:0.819776±0.015468 
[8271]  train-auc:0.876398±0.003109 test-auc:0.819776±0.015471 
[8272]  train-auc:0.876400±0.003108 test-auc:0.819775±0.015460 
[8273]  train-auc:0.876403±0.003107 test-auc:0.819773±0.015454 
[8274]  train-auc:0.876410±0.003107 test-auc:0.819774±0.015455 
[8275]  train-auc:0.876415±0.003102 test-auc:0.819778±0.015459 
[8276]  train-auc:0.876419±0.003104 test-auc:0.819776±0.015453 
[8277]  train-auc:0.876423±0.003102 test-auc:0.819775±0.015452 
[8278]  train-auc:0.876431±0.003103 test-auc:0.819776±0.015452 
[8279]  train-auc:0.876434±0.003102 test-auc:0.819779±0.015460 
[8280]  train-auc:0.876439±0.003102 test-auc:0.819784±0.015453 
[8281]  train-auc:0.876442±0.003102 test-auc:0.819788±0.015457 
[8282]  train-auc:0.876447±0.003099 test-auc:0.819782±0.015461 
[8283]  train-auc:0.876448±0.003098 test-auc:0.819780±0.015460 
[8284]  train-auc:0.876455±0.003100 test-auc:0.819786±0.015455 
[8285]  train-auc:0.876457±0.003099 test-auc:0.819783±0.015455 
[8286]  train-auc:0.876463±0.003098 test-auc:0.819787±0.015459 
[8287]  train-auc:0.876468±0.003096 test-auc:0.819787±0.015463 
[8288]  train-auc:0.876476±0.003096 test-auc:0.819792±0.015465 
[8289]  train-auc:0.876481±0.003098 test-auc:0.819794±0.015465 
[8290]  train-auc:0.876483±0.003098 test-auc:0.819797±0.015465 
[8291]  train-auc:0.876489±0.003098 test-auc:0.819796±0.015451 
[8292]  train-auc:0.876491±0.003097 test-auc:0.819801±0.015455 
[8293]  train-auc:0.876499±0.003097 test-auc:0.819801±0.015455 
[8294]  train-auc:0.876505±0.003097 test-auc:0.819802±0.015457 
[8295]  train-auc:0.876510±0.003095 test-auc:0.819797±0.015453 
[8296]  train-auc:0.876515±0.003094 test-auc:0.819799±0.015451 
[8297]  train-auc:0.876519±0.003091 test-auc:0.819795±0.015452 
[8298]  train-auc:0.876525±0.003089 test-auc:0.819788±0.015448 
[8299]  train-auc:0.876532±0.003085 test-auc:0.819796±0.015443 
[8300]  train-auc:0.876540±0.003085 test-auc:0.819797±0.015440 
[8301]  train-auc:0.876546±0.003085 test-auc:0.819786±0.015437 
[8302]  train-auc:0.876551±0.003084 test-auc:0.819793±0.015443 
[8303]  train-auc:0.876557±0.003085 test-auc:0.819795±0.015439 
[8304]  train-auc:0.876560±0.003086 test-auc:0.819793±0.015438 
[8305]  train-auc:0.876565±0.003084 test-auc:0.819800±0.015439 
[8306]  train-auc:0.876566±0.003083 test-auc:0.819802±0.015437 
[8307]  train-auc:0.876571±0.003081 test-auc:0.819801±0.015442 
[8308]  train-auc:0.876578±0.003079 test-auc:0.819810±0.015430 
[8309]  train-auc:0.876585±0.003079 test-auc:0.819811±0.015435 
[8310]  train-auc:0.876589±0.003079 test-auc:0.819810±0.015434 
[8311]  train-auc:0.876593±0.003076 test-auc:0.819809±0.015436 
[8312]  train-auc:0.876595±0.003076 test-auc:0.819810±0.015438 
[8313]  train-auc:0.876599±0.003075 test-auc:0.819812±0.015436 
[8314]  train-auc:0.876607±0.003077 test-auc:0.819830±0.015441 
[8315]  train-auc:0.876611±0.003075 test-auc:0.819830±0.015438 
[8316]  train-auc:0.876613±0.003073 test-auc:0.819829±0.015434 
[8317]  train-auc:0.876618±0.003070 test-auc:0.819836±0.015435 
[8318]  train-auc:0.876621±0.003069 test-auc:0.819842±0.015440 
[8319]  train-auc:0.876626±0.003069 test-auc:0.819840±0.015454 
[8320]  train-auc:0.876628±0.003068 test-auc:0.819841±0.015457 
[8321]  train-auc:0.876632±0.003068 test-auc:0.819844±0.015447 
[8322]  train-auc:0.876637±0.003067 test-auc:0.819856±0.015443 
[8323]  train-auc:0.876645±0.003066 test-auc:0.819851±0.015436 
[8324]  train-auc:0.876648±0.003066 test-auc:0.819852±0.015438 
[8325]  train-auc:0.876651±0.003064 test-auc:0.819859±0.015440 
[8326]  train-auc:0.876656±0.003063 test-auc:0.819854±0.015440 
[8327]  train-auc:0.876661±0.003065 test-auc:0.819862±0.015431 
[8328]  train-auc:0.876666±0.003066 test-auc:0.819856±0.015425 
[8329]  train-auc:0.876672±0.003064 test-auc:0.819866±0.015427 
[8330]  train-auc:0.876683±0.003059 test-auc:0.819873±0.015425 
[8331]  train-auc:0.876685±0.003058 test-auc:0.819866±0.015428 
[8332]  train-auc:0.876695±0.003053 test-auc:0.819867±0.015425 
[8333]  train-auc:0.876699±0.003051 test-auc:0.819861±0.015427 
[8334]  train-auc:0.876703±0.003050 test-auc:0.819863±0.015424 
[8335]  train-auc:0.876705±0.003051 test-auc:0.819863±0.015417 
[8336]  train-auc:0.876709±0.003051 test-auc:0.819861±0.015414 
[8337]  train-auc:0.876715±0.003048 test-auc:0.819862±0.015413 
[8338]  train-auc:0.876720±0.003049 test-auc:0.819860±0.015416 
[8339]  train-auc:0.876726±0.003047 test-auc:0.819862±0.015416 
[8340]  train-auc:0.876730±0.003048 test-auc:0.819867±0.015410 
[8341]  train-auc:0.876733±0.003048 test-auc:0.819870±0.015416 
[8342]  train-auc:0.876738±0.003046 test-auc:0.819873±0.015419 
[8343]  train-auc:0.876742±0.003045 test-auc:0.819876±0.015423 
[8344]  train-auc:0.876745±0.003044 test-auc:0.819878±0.015428 
[8345]  train-auc:0.876748±0.003043 test-auc:0.819881±0.015428 
[8346]  train-auc:0.876754±0.003044 test-auc:0.819887±0.015422 
[8347]  train-auc:0.876758±0.003040 test-auc:0.819880±0.015420 
[8348]  train-auc:0.876762±0.003038 test-auc:0.819877±0.015419 
[8349]  train-auc:0.876763±0.003038 test-auc:0.819873±0.015418 
[8350]  train-auc:0.876764±0.003037 test-auc:0.819869±0.015419 
[8351]  train-auc:0.876767±0.003036 test-auc:0.819866±0.015419 
[8352]  train-auc:0.876774±0.003033 test-auc:0.819876±0.015426 
[8353]  train-auc:0.876784±0.003033 test-auc:0.819881±0.015419 
[8354]  train-auc:0.876791±0.003032 test-auc:0.819881±0.015420 
[8355]  train-auc:0.876795±0.003033 test-auc:0.819886±0.015427 
[8356]  train-auc:0.876800±0.003031 test-auc:0.819886±0.015435 
[8357]  train-auc:0.876804±0.003029 test-auc:0.819888±0.015430 
[8358]  train-auc:0.876810±0.003028 test-auc:0.819886±0.015424 
[8359]  train-auc:0.876815±0.003027 test-auc:0.819885±0.015427 
[8360]  train-auc:0.876818±0.003025 test-auc:0.819885±0.015422 
[8361]  train-auc:0.876822±0.003024 test-auc:0.819893±0.015424 
[8362]  train-auc:0.876828±0.003021 test-auc:0.819901±0.015419 
[8363]  train-auc:0.876835±0.003019 test-auc:0.819909±0.015428 
[8364]  train-auc:0.876839±0.003018 test-auc:0.819911±0.015426 
[8365]  train-auc:0.876845±0.003014 test-auc:0.819909±0.015421 
[8366]  train-auc:0.876850±0.003012 test-auc:0.819910±0.015426 
[8367]  train-auc:0.876852±0.003011 test-auc:0.819908±0.015427 
[8368]  train-auc:0.876857±0.003010 test-auc:0.819905±0.015423 
[8369]  train-auc:0.876864±0.003006 test-auc:0.819904±0.015432 
[8370]  train-auc:0.876870±0.003009 test-auc:0.819904±0.015430 
[8371]  train-auc:0.876872±0.003007 test-auc:0.819911±0.015425 
[8372]  train-auc:0.876875±0.003005 test-auc:0.819907±0.015426 
[8373]  train-auc:0.876878±0.003004 test-auc:0.819908±0.015418 
[8374]  train-auc:0.876883±0.003007 test-auc:0.819915±0.015414 
[8375]  train-auc:0.876888±0.003004 test-auc:0.819919±0.015412 
[8376]  train-auc:0.876893±0.003001 test-auc:0.819920±0.015421 
[8377]  train-auc:0.876901±0.002994 test-auc:0.819923±0.015429 
[8378]  train-auc:0.876905±0.002993 test-auc:0.819926±0.015427 
[8379]  train-auc:0.876907±0.002993 test-auc:0.819925±0.015428 
[8380]  train-auc:0.876912±0.002989 test-auc:0.819921±0.015426 
[8381]  train-auc:0.876916±0.002988 test-auc:0.819929±0.015430 
[8382]  train-auc:0.876919±0.002987 test-auc:0.819934±0.015430 
[8383]  train-auc:0.876924±0.002984 test-auc:0.819938±0.015432 
[8384]  train-auc:0.876932±0.002984 test-auc:0.819941±0.015439 
[8385]  train-auc:0.876935±0.002983 test-auc:0.819939±0.015437 
[8386]  train-auc:0.876939±0.002981 test-auc:0.819940±0.015438 
[8387]  train-auc:0.876943±0.002976 test-auc:0.819950±0.015447 
[8388]  train-auc:0.876948±0.002973 test-auc:0.819952±0.015448 
[8389]  train-auc:0.876952±0.002972 test-auc:0.819944±0.015445 
[8390]  train-auc:0.876956±0.002971 test-auc:0.819942±0.015445 
[8391]  train-auc:0.876960±0.002966 test-auc:0.819949±0.015452 
[8392]  train-auc:0.876967±0.002964 test-auc:0.819954±0.015454 
[8393]  train-auc:0.876973±0.002958 test-auc:0.819959±0.015452 
[8394]  train-auc:0.876978±0.002959 test-auc:0.819958±0.015449 
[8395]  train-auc:0.876981±0.002957 test-auc:0.819966±0.015446 
[8396]  train-auc:0.876985±0.002956 test-auc:0.819963±0.015451 
[8397]  train-auc:0.876989±0.002955 test-auc:0.819960±0.015450 
[8398]  train-auc:0.876995±0.002955 test-auc:0.819962±0.015448 
[8399]  train-auc:0.876998±0.002955 test-auc:0.819960±0.015448 
[8400]  train-auc:0.877001±0.002954 test-auc:0.819964±0.015449 
[8401]  train-auc:0.877006±0.002953 test-auc:0.819972±0.015447 
[8402]  train-auc:0.877011±0.002951 test-auc:0.819965±0.015451 
[8403]  train-auc:0.877015±0.002951 test-auc:0.819968±0.015455 
[8404]  train-auc:0.877020±0.002949 test-auc:0.819967±0.015452 
[8405]  train-auc:0.877025±0.002946 test-auc:0.819966±0.015452 
[8406]  train-auc:0.877030±0.002946 test-auc:0.819971±0.015452 
[8407]  train-auc:0.877036±0.002944 test-auc:0.819973±0.015445 
[8408]  train-auc:0.877039±0.002942 test-auc:0.819976±0.015444 
[8409]  train-auc:0.877042±0.002943 test-auc:0.819970±0.015453 
[8410]  train-auc:0.877046±0.002942 test-auc:0.819974±0.015455 
[8411]  train-auc:0.877050±0.002941 test-auc:0.819977±0.015458 
[8412]  train-auc:0.877056±0.002938 test-auc:0.819980±0.015450 
[8413]  train-auc:0.877059±0.002938 test-auc:0.819980±0.015448 
[8414]  train-auc:0.877063±0.002938 test-auc:0.819979±0.015444 
[8415]  train-auc:0.877068±0.002936 test-auc:0.819983±0.015443 
[8416]  train-auc:0.877070±0.002935 test-auc:0.819987±0.015444 
[8417]  train-auc:0.877072±0.002934 test-auc:0.819989±0.015442 
[8418]  train-auc:0.877080±0.002926 test-auc:0.820002±0.015454 
[8419]  train-auc:0.877089±0.002921 test-auc:0.820002±0.015466 
[8420]  train-auc:0.877094±0.002919 test-auc:0.820007±0.015467 
[8421]  train-auc:0.877101±0.002914 test-auc:0.820007±0.015469 
[8422]  train-auc:0.877104±0.002914 test-auc:0.820009±0.015470 
[8423]  train-auc:0.877110±0.002912 test-auc:0.820015±0.015470 
[8424]  train-auc:0.877120±0.002903 test-auc:0.820027±0.015479 
[8425]  train-auc:0.877124±0.002903 test-auc:0.820029±0.015479 
[8426]  train-auc:0.877127±0.002904 test-auc:0.820031±0.015475 
[8427]  train-auc:0.877128±0.002906 test-auc:0.820032±0.015469 
[8428]  train-auc:0.877131±0.002906 test-auc:0.820039±0.015472 
[8429]  train-auc:0.877135±0.002905 test-auc:0.820044±0.015467 
[8430]  train-auc:0.877137±0.002903 test-auc:0.820044±0.015458 
[8431]  train-auc:0.877139±0.002903 test-auc:0.820041±0.015460 
[8432]  train-auc:0.877142±0.002902 test-auc:0.820049±0.015472 
[8433]  train-auc:0.877145±0.002902 test-auc:0.820052±0.015470 
[8434]  train-auc:0.877151±0.002897 test-auc:0.820038±0.015468 
[8435]  train-auc:0.877157±0.002893 test-auc:0.820039±0.015470 
[8436]  train-auc:0.877166±0.002894 test-auc:0.820045±0.015469 
[8437]  train-auc:0.877170±0.002893 test-auc:0.820047±0.015469 
[8438]  train-auc:0.877172±0.002891 test-auc:0.820050±0.015469 
[8439]  train-auc:0.877174±0.002892 test-auc:0.820047±0.015471 
[8440]  train-auc:0.877178±0.002895 test-auc:0.820055±0.015464 
[8441]  train-auc:0.877183±0.002894 test-auc:0.820058±0.015463 
[8442]  train-auc:0.877190±0.002893 test-auc:0.820080±0.015472 
[8443]  train-auc:0.877194±0.002890 test-auc:0.820082±0.015474 
[8444]  train-auc:0.877197±0.002890 test-auc:0.820084±0.015475 
[8445]  train-auc:0.877203±0.002888 test-auc:0.820085±0.015473 
[8446]  train-auc:0.877208±0.002888 test-auc:0.820083±0.015473 
[8447]  train-auc:0.877213±0.002889 test-auc:0.820081±0.015472 
[8448]  train-auc:0.877217±0.002888 test-auc:0.820081±0.015470 
[8449]  train-auc:0.877221±0.002888 test-auc:0.820082±0.015468 
[8450]  train-auc:0.877228±0.002884 test-auc:0.820087±0.015474 
[8451]  train-auc:0.877231±0.002882 test-auc:0.820087±0.015478 
[8452]  train-auc:0.877235±0.002882 test-auc:0.820088±0.015479 
[8453]  train-auc:0.877240±0.002884 test-auc:0.820080±0.015484 
[8454]  train-auc:0.877247±0.002885 test-auc:0.820081±0.015483 
[8455]  train-auc:0.877250±0.002885 test-auc:0.820085±0.015484 
[8456]  train-auc:0.877254±0.002885 test-auc:0.820087±0.015483 
[8457]  train-auc:0.877259±0.002884 test-auc:0.820094±0.015478 
[8458]  train-auc:0.877263±0.002884 test-auc:0.820091±0.015479 
[8459]  train-auc:0.877268±0.002882 test-auc:0.820090±0.015480 
[8460]  train-auc:0.877273±0.002881 test-auc:0.820092±0.015490 
[8461]  train-auc:0.877279±0.002879 test-auc:0.820093±0.015480 
[8462]  train-auc:0.877282±0.002878 test-auc:0.820096±0.015481 
[8463]  train-auc:0.877285±0.002879 test-auc:0.820094±0.015479 
[8464]  train-auc:0.877291±0.002876 test-auc:0.820099±0.015479 
[8465]  train-auc:0.877295±0.002876 test-auc:0.820098±0.015483 
[8466]  train-auc:0.877300±0.002878 test-auc:0.820099±0.015485 
[8467]  train-auc:0.877302±0.002878 test-auc:0.820103±0.015485 
[8468]  train-auc:0.877305±0.002877 test-auc:0.820108±0.015488 
[8469]  train-auc:0.877309±0.002876 test-auc:0.820111±0.015480 
[8470]  train-auc:0.877315±0.002875 test-auc:0.820117±0.015482 
[8471]  train-auc:0.877327±0.002870 test-auc:0.820124±0.015490 
[8472]  train-auc:0.877330±0.002869 test-auc:0.820128±0.015494 
[8473]  train-auc:0.877332±0.002869 test-auc:0.820129±0.015493 
[8474]  train-auc:0.877336±0.002870 test-auc:0.820128±0.015496 
[8475]  train-auc:0.877339±0.002870 test-auc:0.820126±0.015497 
[8476]  train-auc:0.877345±0.002869 test-auc:0.820127±0.015492 
[8477]  train-auc:0.877351±0.002868 test-auc:0.820123±0.015492 
[8478]  train-auc:0.877355±0.002868 test-auc:0.820127±0.015492 
[8479]  train-auc:0.877361±0.002872 test-auc:0.820126±0.015487 
[8480]  train-auc:0.877367±0.002869 test-auc:0.820129±0.015495 
[8481]  train-auc:0.877371±0.002868 test-auc:0.820129±0.015498 
[8482]  train-auc:0.877378±0.002868 test-auc:0.820138±0.015497 
[8483]  train-auc:0.877382±0.002865 test-auc:0.820139±0.015501 
[8484]  train-auc:0.877386±0.002866 test-auc:0.820141±0.015499 
[8485]  train-auc:0.877394±0.002864 test-auc:0.820143±0.015495 
[8486]  train-auc:0.877398±0.002862 test-auc:0.820145±0.015496 
[8487]  train-auc:0.877404±0.002863 test-auc:0.820148±0.015497 
[8488]  train-auc:0.877411±0.002863 test-auc:0.820150±0.015499 
[8489]  train-auc:0.877417±0.002861 test-auc:0.820148±0.015508 
[8490]  train-auc:0.877422±0.002859 test-auc:0.820156±0.015502 
[8491]  train-auc:0.877426±0.002857 test-auc:0.820158±0.015502 
[8492]  train-auc:0.877428±0.002858 test-auc:0.820155±0.015497 
[8493]  train-auc:0.877433±0.002855 test-auc:0.820153±0.015497 
[8494]  train-auc:0.877441±0.002854 test-auc:0.820157±0.015491 
[8495]  train-auc:0.877448±0.002854 test-auc:0.820155±0.015488 
[8496]  train-auc:0.877452±0.002854 test-auc:0.820157±0.015483 
[8497]  train-auc:0.877460±0.002849 test-auc:0.820161±0.015478 
[8498]  train-auc:0.877464±0.002848 test-auc:0.820163±0.015473 
[8499]  train-auc:0.877469±0.002851 test-auc:0.820163±0.015471 
[8500]  train-auc:0.877476±0.002850 test-auc:0.820170±0.015467 
[8501]  train-auc:0.877481±0.002851 test-auc:0.820172±0.015464 
[8502]  train-auc:0.877487±0.002848 test-auc:0.820175±0.015470 
[8503]  train-auc:0.877491±0.002847 test-auc:0.820181±0.015475 
[8504]  train-auc:0.877500±0.002847 test-auc:0.820182±0.015468 
[8505]  train-auc:0.877504±0.002844 test-auc:0.820184±0.015477 
[8506]  train-auc:0.877509±0.002847 test-auc:0.820193±0.015475 
[8507]  train-auc:0.877515±0.002849 test-auc:0.820185±0.015472 
[8508]  train-auc:0.877523±0.002846 test-auc:0.820177±0.015469 
[8509]  train-auc:0.877526±0.002845 test-auc:0.820181±0.015463 
[8510]  train-auc:0.877532±0.002848 test-auc:0.820181±0.015459 
[8511]  train-auc:0.877536±0.002847 test-auc:0.820189±0.015462 
[8512]  train-auc:0.877542±0.002849 test-auc:0.820194±0.015455 
[8513]  train-auc:0.877547±0.002847 test-auc:0.820190±0.015462 
[8514]  train-auc:0.877552±0.002846 test-auc:0.820193±0.015458 
[8515]  train-auc:0.877559±0.002846 test-auc:0.820184±0.015458 
[8516]  train-auc:0.877563±0.002845 test-auc:0.820180±0.015459 
[8517]  train-auc:0.877569±0.002845 test-auc:0.820176±0.015462 
[8518]  train-auc:0.877575±0.002844 test-auc:0.820178±0.015462 
[8519]  train-auc:0.877578±0.002846 test-auc:0.820178±0.015464 
[8520]  train-auc:0.877581±0.002845 test-auc:0.820177±0.015462 
[8521]  train-auc:0.877584±0.002846 test-auc:0.820175±0.015464 
[8522]  train-auc:0.877590±0.002843 test-auc:0.820175±0.015472 
[8523]  train-auc:0.877593±0.002844 test-auc:0.820172±0.015473 
[8524]  train-auc:0.877602±0.002840 test-auc:0.820174±0.015464 
[8525]  train-auc:0.877606±0.002838 test-auc:0.820174±0.015462 
[8526]  train-auc:0.877610±0.002837 test-auc:0.820172±0.015463 
[8527]  train-auc:0.877617±0.002835 test-auc:0.820169±0.015473 
[8528]  train-auc:0.877624±0.002834 test-auc:0.820174±0.015476 
[8529]  train-auc:0.877631±0.002832 test-auc:0.820179±0.015479 
[8530]  train-auc:0.877635±0.002831 test-auc:0.820180±0.015475 
[8531]  train-auc:0.877643±0.002826 test-auc:0.820186±0.015471 
[8532]  train-auc:0.877651±0.002821 test-auc:0.820189±0.015473 
[8533]  train-auc:0.877656±0.002820 test-auc:0.820187±0.015477 
[8534]  train-auc:0.877662±0.002822 test-auc:0.820194±0.015476 
[8535]  train-auc:0.877670±0.002817 test-auc:0.820193±0.015485 
[8536]  train-auc:0.877675±0.002816 test-auc:0.820193±0.015479 
[8537]  train-auc:0.877683±0.002811 test-auc:0.820195±0.015480 
[8538]  train-auc:0.877687±0.002810 test-auc:0.820199±0.015481 
[8539]  train-auc:0.877689±0.002810 test-auc:0.820197±0.015480 
[8540]  train-auc:0.877692±0.002811 test-auc:0.820208±0.015468 
[8541]  train-auc:0.877693±0.002812 test-auc:0.820212±0.015468 
[8542]  train-auc:0.877698±0.002811 test-auc:0.820208±0.015474 
[8543]  train-auc:0.877703±0.002810 test-auc:0.820211±0.015477 
[8544]  train-auc:0.877707±0.002810 test-auc:0.820214±0.015470 
[8545]  train-auc:0.877714±0.002808 test-auc:0.820208±0.015471 
[8546]  train-auc:0.877717±0.002807 test-auc:0.820207±0.015474 
[8547]  train-auc:0.877720±0.002808 test-auc:0.820210±0.015471 
[8548]  train-auc:0.877722±0.002809 test-auc:0.820210±0.015463 
[8549]  train-auc:0.877725±0.002809 test-auc:0.820204±0.015467 
[8550]  train-auc:0.877729±0.002808 test-auc:0.820203±0.015470 
[8551]  train-auc:0.877735±0.002808 test-auc:0.820210±0.015466 
[8552]  train-auc:0.877738±0.002809 test-auc:0.820210±0.015465 
[8553]  train-auc:0.877741±0.002808 test-auc:0.820209±0.015465 
[8554]  train-auc:0.877747±0.002805 test-auc:0.820207±0.015472 
[8555]  train-auc:0.877749±0.002806 test-auc:0.820202±0.015470 
[8556]  train-auc:0.877755±0.002805 test-auc:0.820200±0.015472 
[8557]  train-auc:0.877757±0.002804 test-auc:0.820206±0.015469 
[8558]  train-auc:0.877761±0.002805 test-auc:0.820214±0.015468 
[8559]  train-auc:0.877764±0.002805 test-auc:0.820215±0.015471 
[8560]  train-auc:0.877770±0.002806 test-auc:0.820219±0.015466 
[8561]  train-auc:0.877775±0.002808 test-auc:0.820211±0.015473 
[8562]  train-auc:0.877780±0.002808 test-auc:0.820218±0.015469 
[8563]  train-auc:0.877784±0.002810 test-auc:0.820218±0.015473 
[8564]  train-auc:0.877788±0.002810 test-auc:0.820216±0.015472 
[8565]  train-auc:0.877791±0.002809 test-auc:0.820221±0.015479 
[8566]  train-auc:0.877796±0.002808 test-auc:0.820224±0.015474 
[8567]  train-auc:0.877798±0.002807 test-auc:0.820220±0.015473 
[8568]  train-auc:0.877799±0.002808 test-auc:0.820224±0.015472 
[8569]  train-auc:0.877800±0.002807 test-auc:0.820226±0.015467 
[8570]  train-auc:0.877805±0.002809 test-auc:0.820233±0.015469 
[8571]  train-auc:0.877809±0.002809 test-auc:0.820238±0.015464 
[8572]  train-auc:0.877812±0.002809 test-auc:0.820234±0.015458 
[8573]  train-auc:0.877817±0.002806 test-auc:0.820233±0.015458 
[8574]  train-auc:0.877824±0.002806 test-auc:0.820228±0.015457 
[8575]  train-auc:0.877826±0.002808 test-auc:0.820226±0.015455 
[8576]  train-auc:0.877828±0.002810 test-auc:0.820222±0.015452 
[8577]  train-auc:0.877835±0.002812 test-auc:0.820227±0.015443 
[8578]  train-auc:0.877837±0.002812 test-auc:0.820228±0.015445 
[8579]  train-auc:0.877841±0.002814 test-auc:0.820222±0.015448 
[8580]  train-auc:0.877843±0.002814 test-auc:0.820222±0.015450 
[8581]  train-auc:0.877845±0.002814 test-auc:0.820228±0.015444 
[8582]  train-auc:0.877849±0.002812 test-auc:0.820231±0.015445 
[8583]  train-auc:0.877854±0.002812 test-auc:0.820232±0.015445 
[8584]  train-auc:0.877857±0.002814 test-auc:0.820239±0.015435 
[8585]  train-auc:0.877863±0.002813 test-auc:0.820240±0.015437 
[8586]  train-auc:0.877867±0.002812 test-auc:0.820237±0.015446 
[8587]  train-auc:0.877873±0.002814 test-auc:0.820238±0.015445 
[8588]  train-auc:0.877882±0.002815 test-auc:0.820239±0.015445 
[8589]  train-auc:0.877886±0.002813 test-auc:0.820241±0.015439 
[8590]  train-auc:0.877888±0.002814 test-auc:0.820252±0.015435 
[8591]  train-auc:0.877892±0.002813 test-auc:0.820250±0.015432 
[8592]  train-auc:0.877893±0.002812 test-auc:0.820254±0.015429 
[8593]  train-auc:0.877895±0.002813 test-auc:0.820252±0.015431 
[8594]  train-auc:0.877899±0.002813 test-auc:0.820241±0.015432 
[8595]  train-auc:0.877901±0.002816 test-auc:0.820236±0.015435 
[8596]  train-auc:0.877907±0.002819 test-auc:0.820239±0.015436 
[8597]  train-auc:0.877909±0.002819 test-auc:0.820243±0.015433 
[8598]  train-auc:0.877912±0.002821 test-auc:0.820241±0.015427 
[8599]  train-auc:0.877917±0.002819 test-auc:0.820242±0.015421 
[8600]  train-auc:0.877924±0.002820 test-auc:0.820246±0.015418 
[8601]  train-auc:0.877926±0.002818 test-auc:0.820254±0.015409 
[8602]  train-auc:0.877929±0.002818 test-auc:0.820254±0.015408 
[8603]  train-auc:0.877931±0.002818 test-auc:0.820251±0.015414 
[8604]  train-auc:0.877937±0.002817 test-auc:0.820255±0.015413 
[8605]  train-auc:0.877940±0.002816 test-auc:0.820255±0.015411 
[8606]  train-auc:0.877944±0.002818 test-auc:0.820256±0.015403 
[8607]  train-auc:0.877946±0.002818 test-auc:0.820263±0.015395 
[8608]  train-auc:0.877953±0.002819 test-auc:0.820267±0.015393 
[8609]  train-auc:0.877954±0.002820 test-auc:0.820267±0.015394 
[8610]  train-auc:0.877958±0.002823 test-auc:0.820262±0.015397 
[8611]  train-auc:0.877960±0.002822 test-auc:0.820263±0.015390 
[8612]  train-auc:0.877964±0.002822 test-auc:0.820266±0.015389 
[8613]  train-auc:0.877968±0.002821 test-auc:0.820265±0.015390 
[8614]  train-auc:0.877969±0.002820 test-auc:0.820270±0.015389 
[8615]  train-auc:0.877973±0.002821 test-auc:0.820270±0.015390 
[8616]  train-auc:0.877975±0.002822 test-auc:0.820273±0.015393 
[8617]  train-auc:0.877977±0.002820 test-auc:0.820274±0.015398 
[8618]  train-auc:0.877982±0.002820 test-auc:0.820276±0.015399 
[8619]  train-auc:0.877987±0.002817 test-auc:0.820278±0.015402 
[8620]  train-auc:0.877990±0.002818 test-auc:0.820281±0.015392 
[8621]  train-auc:0.877994±0.002817 test-auc:0.820280±0.015392 
[8622]  train-auc:0.877996±0.002815 test-auc:0.820282±0.015392 
[8623]  train-auc:0.878000±0.002815 test-auc:0.820286±0.015390 
[8624]  train-auc:0.878002±0.002815 test-auc:0.820288±0.015393 
[8625]  train-auc:0.878007±0.002814 test-auc:0.820292±0.015395 
[8626]  train-auc:0.878010±0.002817 test-auc:0.820296±0.015393 
[8627]  train-auc:0.878012±0.002818 test-auc:0.820301±0.015392 
[8628]  train-auc:0.878013±0.002816 test-auc:0.820300±0.015390 
[8629]  train-auc:0.878015±0.002815 test-auc:0.820300±0.015387 
[8630]  train-auc:0.878020±0.002817 test-auc:0.820306±0.015389 
[8631]  train-auc:0.878022±0.002816 test-auc:0.820304±0.015387 
[8632]  train-auc:0.878024±0.002819 test-auc:0.820299±0.015390 
[8633]  train-auc:0.878031±0.002821 test-auc:0.820302±0.015391 
[8634]  train-auc:0.878035±0.002821 test-auc:0.820296±0.015397 
[8635]  train-auc:0.878037±0.002820 test-auc:0.820297±0.015398 
[8636]  train-auc:0.878041±0.002821 test-auc:0.820299±0.015393 
[8637]  train-auc:0.878042±0.002821 test-auc:0.820302±0.015393 
[8638]  train-auc:0.878045±0.002822 test-auc:0.820304±0.015397 
[8639]  train-auc:0.878048±0.002823 test-auc:0.820307±0.015392 
[8640]  train-auc:0.878054±0.002822 test-auc:0.820298±0.015392 
[8641]  train-auc:0.878055±0.002822 test-auc:0.820292±0.015387 
[8642]  train-auc:0.878058±0.002820 test-auc:0.820299±0.015379 
[8643]  train-auc:0.878060±0.002819 test-auc:0.820298±0.015376 
[8644]  train-auc:0.878064±0.002819 test-auc:0.820302±0.015370 
[8645]  train-auc:0.878066±0.002818 test-auc:0.820302±0.015370 
[8646]  train-auc:0.878070±0.002816 test-auc:0.820298±0.015372 
[8647]  train-auc:0.878076±0.002817 test-auc:0.820296±0.015371 
[8648]  train-auc:0.878081±0.002817 test-auc:0.820300±0.015363 
[8649]  train-auc:0.878085±0.002816 test-auc:0.820303±0.015357 
[8650]  train-auc:0.878087±0.002819 test-auc:0.820307±0.015354 
[8651]  train-auc:0.878091±0.002816 test-auc:0.820305±0.015352 
[8652]  train-auc:0.878096±0.002814 test-auc:0.820303±0.015349 
[8653]  train-auc:0.878098±0.002814 test-auc:0.820307±0.015355 
[8654]  train-auc:0.878102±0.002813 test-auc:0.820311±0.015355 
[8655]  train-auc:0.878103±0.002814 test-auc:0.820310±0.015357 
[8656]  train-auc:0.878104±0.002814 test-auc:0.820312±0.015356 
[8657]  train-auc:0.878108±0.002812 test-auc:0.820316±0.015359 
[8658]  train-auc:0.878112±0.002813 test-auc:0.820309±0.015368 
[8659]  train-auc:0.878115±0.002812 test-auc:0.820311±0.015361 
[8660]  train-auc:0.878118±0.002814 test-auc:0.820312±0.015363 
[8661]  train-auc:0.878122±0.002813 test-auc:0.820312±0.015369 
[8662]  train-auc:0.878126±0.002814 test-auc:0.820317±0.015361 
[8663]  train-auc:0.878128±0.002815 test-auc:0.820321±0.015361 
[8664]  train-auc:0.878134±0.002814 test-auc:0.820311±0.015361 
[8665]  train-auc:0.878137±0.002815 test-auc:0.820315±0.015358 
[8666]  train-auc:0.878142±0.002822 test-auc:0.820316±0.015354 
[8667]  train-auc:0.878146±0.002824 test-auc:0.820318±0.015350 
[8668]  train-auc:0.878148±0.002825 test-auc:0.820323±0.015346 
[8669]  train-auc:0.878152±0.002825 test-auc:0.820328±0.015338 
[8670]  train-auc:0.878156±0.002825 test-auc:0.820333±0.015336 
[8671]  train-auc:0.878159±0.002827 test-auc:0.820331±0.015332 
[8672]  train-auc:0.878161±0.002827 test-auc:0.820337±0.015328 
[8673]  train-auc:0.878166±0.002826 test-auc:0.820329±0.015329 
[8674]  train-auc:0.878171±0.002825 test-auc:0.820336±0.015333 
[8675]  train-auc:0.878176±0.002826 test-auc:0.820334±0.015330 
[8676]  train-auc:0.878180±0.002828 test-auc:0.820336±0.015336 
[8677]  train-auc:0.878186±0.002830 test-auc:0.820334±0.015330 
[8678]  train-auc:0.878190±0.002831 test-auc:0.820334±0.015339 
[8679]  train-auc:0.878193±0.002834 test-auc:0.820336±0.015332 
[8680]  train-auc:0.878199±0.002835 test-auc:0.820341±0.015327 
[8681]  train-auc:0.878202±0.002835 test-auc:0.820345±0.015330 
[8682]  train-auc:0.878205±0.002835 test-auc:0.820344±0.015335 
[8683]  train-auc:0.878209±0.002835 test-auc:0.820357±0.015330 
[8684]  train-auc:0.878211±0.002835 test-auc:0.820356±0.015327 
[8685]  train-auc:0.878214±0.002833 test-auc:0.820361±0.015321 
[8686]  train-auc:0.878219±0.002835 test-auc:0.820356±0.015332 
[8687]  train-auc:0.878222±0.002835 test-auc:0.820358±0.015331 
[8688]  train-auc:0.878223±0.002834 test-auc:0.820352±0.015332 
[8689]  train-auc:0.878225±0.002837 test-auc:0.820349±0.015333 
[8690]  train-auc:0.878230±0.002838 test-auc:0.820349±0.015332 
[8691]  train-auc:0.878232±0.002838 test-auc:0.820344±0.015335 
[8692]  train-auc:0.878235±0.002838 test-auc:0.820352±0.015334 
[8693]  train-auc:0.878239±0.002839 test-auc:0.820357±0.015324 
[8694]  train-auc:0.878242±0.002839 test-auc:0.820360±0.015325 
[8695]  train-auc:0.878242±0.002839 test-auc:0.820359±0.015324 
[8696]  train-auc:0.878246±0.002838 test-auc:0.820361±0.015328 
[8697]  train-auc:0.878250±0.002837 test-auc:0.820356±0.015333 
[8698]  train-auc:0.878253±0.002839 test-auc:0.820357±0.015335 
[8699]  train-auc:0.878254±0.002838 test-auc:0.820355±0.015335 
[8700]  train-auc:0.878256±0.002838 test-auc:0.820357±0.015330 
[8701]  train-auc:0.878259±0.002836 test-auc:0.820359±0.015329 
[8702]  train-auc:0.878262±0.002837 test-auc:0.820364±0.015331 
[8703]  train-auc:0.878266±0.002838 test-auc:0.820365±0.015323 
[8704]  train-auc:0.878269±0.002837 test-auc:0.820369±0.015318 
[8705]  train-auc:0.878271±0.002835 test-auc:0.820367±0.015318 
[8706]  train-auc:0.878274±0.002837 test-auc:0.820371±0.015318 
[8707]  train-auc:0.878278±0.002836 test-auc:0.820371±0.015328 
[8708]  train-auc:0.878283±0.002838 test-auc:0.820377±0.015326 
[8709]  train-auc:0.878286±0.002837 test-auc:0.820384±0.015320 
[8710]  train-auc:0.878289±0.002838 test-auc:0.820381±0.015313 
[8711]  train-auc:0.878293±0.002837 test-auc:0.820381±0.015308 
[8712]  train-auc:0.878294±0.002837 test-auc:0.820381±0.015308 
[8713]  train-auc:0.878297±0.002837 test-auc:0.820377±0.015309 
[8714]  train-auc:0.878300±0.002837 test-auc:0.820369±0.015313 
[8715]  train-auc:0.878303±0.002838 test-auc:0.820372±0.015309 
[8716]  train-auc:0.878305±0.002837 test-auc:0.820378±0.015306 
[8717]  train-auc:0.878308±0.002838 test-auc:0.820374±0.015312 
[8718]  train-auc:0.878312±0.002837 test-auc:0.820371±0.015320 
[8719]  train-auc:0.878314±0.002835 test-auc:0.820383±0.015307 
[8720]  train-auc:0.878318±0.002837 test-auc:0.820376±0.015308 
[8721]  train-auc:0.878321±0.002838 test-auc:0.820377±0.015310 
[8722]  train-auc:0.878324±0.002838 test-auc:0.820382±0.015313 
[8723]  train-auc:0.878326±0.002837 test-auc:0.820382±0.015310 
[8724]  train-auc:0.878329±0.002837 test-auc:0.820385±0.015307 
[8725]  train-auc:0.878332±0.002837 test-auc:0.820386±0.015306 
[8726]  train-auc:0.878336±0.002836 test-auc:0.820385±0.015303 
[8727]  train-auc:0.878339±0.002837 test-auc:0.820389±0.015305 
[8728]  train-auc:0.878341±0.002837 test-auc:0.820395±0.015304 
[8729]  train-auc:0.878346±0.002837 test-auc:0.820396±0.015308 
[8730]  train-auc:0.878349±0.002835 test-auc:0.820407±0.015312 
[8731]  train-auc:0.878353±0.002835 test-auc:0.820411±0.015304 
[8732]  train-auc:0.878357±0.002835 test-auc:0.820410±0.015303 
[8733]  train-auc:0.878361±0.002835 test-auc:0.820408±0.015297 
[8734]  train-auc:0.878363±0.002837 test-auc:0.820401±0.015292 
[8735]  train-auc:0.878365±0.002836 test-auc:0.820400±0.015294 
[8736]  train-auc:0.878370±0.002837 test-auc:0.820405±0.015290 
[8737]  train-auc:0.878372±0.002838 test-auc:0.820405±0.015288 
[8738]  train-auc:0.878379±0.002837 test-auc:0.820412±0.015283 
[8739]  train-auc:0.878382±0.002836 test-auc:0.820414±0.015279 
[8740]  train-auc:0.878384±0.002834 test-auc:0.820414±0.015283 
[8741]  train-auc:0.878388±0.002835 test-auc:0.820419±0.015279 
[8742]  train-auc:0.878391±0.002835 test-auc:0.820421±0.015280 
[8743]  train-auc:0.878395±0.002835 test-auc:0.820425±0.015282 
[8744]  train-auc:0.878399±0.002836 test-auc:0.820425±0.015284 
[8745]  train-auc:0.878402±0.002835 test-auc:0.820427±0.015283 
[8746]  train-auc:0.878406±0.002834 test-auc:0.820429±0.015284 
[8747]  train-auc:0.878410±0.002833 test-auc:0.820427±0.015280 
[8748]  train-auc:0.878414±0.002833 test-auc:0.820437±0.015270 
[8749]  train-auc:0.878417±0.002834 test-auc:0.820435±0.015274 
[8750]  train-auc:0.878422±0.002830 test-auc:0.820440±0.015278 
[8751]  train-auc:0.878426±0.002831 test-auc:0.820450±0.015261 
[8752]  train-auc:0.878428±0.002829 test-auc:0.820445±0.015266 
[8753]  train-auc:0.878431±0.002831 test-auc:0.820445±0.015267 
[8754]  train-auc:0.878437±0.002833 test-auc:0.820445±0.015268 
[8755]  train-auc:0.878441±0.002833 test-auc:0.820449±0.015259 
[8756]  train-auc:0.878444±0.002832 test-auc:0.820450±0.015262 
[8757]  train-auc:0.878448±0.002834 test-auc:0.820458±0.015262 
[8758]  train-auc:0.878452±0.002837 test-auc:0.820458±0.015267 
[8759]  train-auc:0.878456±0.002836 test-auc:0.820460±0.015265 
[8760]  train-auc:0.878460±0.002837 test-auc:0.820456±0.015275 
[8761]  train-auc:0.878463±0.002837 test-auc:0.820446±0.015279 
[8762]  train-auc:0.878466±0.002836 test-auc:0.820443±0.015277 
[8763]  train-auc:0.878469±0.002835 test-auc:0.820444±0.015274 
[8764]  train-auc:0.878473±0.002832 test-auc:0.820451±0.015278 
[8765]  train-auc:0.878479±0.002832 test-auc:0.820456±0.015278 
[8766]  train-auc:0.878482±0.002832 test-auc:0.820461±0.015272 
[8767]  train-auc:0.878486±0.002831 test-auc:0.820463±0.015271 
[8768]  train-auc:0.878488±0.002829 test-auc:0.820469±0.015271 
[8769]  train-auc:0.878492±0.002828 test-auc:0.820470±0.015265 
[8770]  train-auc:0.878496±0.002829 test-auc:0.820472±0.015256 
[8771]  train-auc:0.878501±0.002831 test-auc:0.820470±0.015259 
[8772]  train-auc:0.878503±0.002831 test-auc:0.820465±0.015256 
[8773]  train-auc:0.878507±0.002831 test-auc:0.820470±0.015259 
[8774]  train-auc:0.878509±0.002829 test-auc:0.820466±0.015255 
[8775]  train-auc:0.878513±0.002828 test-auc:0.820460±0.015255 
[8776]  train-auc:0.878517±0.002828 test-auc:0.820460±0.015248 
[8777]  train-auc:0.878519±0.002828 test-auc:0.820470±0.015249 
[8778]  train-auc:0.878521±0.002827 test-auc:0.820464±0.015255 
[8779]  train-auc:0.878525±0.002828 test-auc:0.820459±0.015254 
[8780]  train-auc:0.878527±0.002829 test-auc:0.820461±0.015252 
[8781]  train-auc:0.878530±0.002829 test-auc:0.820466±0.015255 
[8782]  train-auc:0.878532±0.002830 test-auc:0.820465±0.015252 
[8783]  train-auc:0.878536±0.002831 test-auc:0.820466±0.015256 
[8784]  train-auc:0.878539±0.002830 test-auc:0.820471±0.015250 
[8785]  train-auc:0.878542±0.002829 test-auc:0.820471±0.015254 
[8786]  train-auc:0.878548±0.002830 test-auc:0.820471±0.015250 
[8787]  train-auc:0.878551±0.002830 test-auc:0.820465±0.015249 
[8788]  train-auc:0.878556±0.002827 test-auc:0.820462±0.015249 
[8789]  train-auc:0.878561±0.002827 test-auc:0.820464±0.015250 
[8790]  train-auc:0.878563±0.002826 test-auc:0.820463±0.015248 
[8791]  train-auc:0.878567±0.002824 test-auc:0.820466±0.015249 
[8792]  train-auc:0.878570±0.002824 test-auc:0.820462±0.015243 
[8793]  train-auc:0.878572±0.002824 test-auc:0.820459±0.015244 
[8794]  train-auc:0.878574±0.002826 test-auc:0.820457±0.015248 
[8795]  train-auc:0.878577±0.002827 test-auc:0.820458±0.015247 
[8796]  train-auc:0.878577±0.002827 test-auc:0.820460±0.015248 
[8797]  train-auc:0.878580±0.002827 test-auc:0.820462±0.015256 
[8798]  train-auc:0.878583±0.002827 test-auc:0.820464±0.015254 
[8799]  train-auc:0.878585±0.002828 test-auc:0.820471±0.015250 
[8800]  train-auc:0.878587±0.002830 test-auc:0.820473±0.015254 
[8801]  train-auc:0.878591±0.002829 test-auc:0.820470±0.015249 
[8802]  train-auc:0.878594±0.002828 test-auc:0.820474±0.015248 
[8803]  train-auc:0.878596±0.002827 test-auc:0.820477±0.015249 
[8804]  train-auc:0.878598±0.002826 test-auc:0.820480±0.015244 
[8805]  train-auc:0.878600±0.002827 test-auc:0.820478±0.015242 
[8806]  train-auc:0.878600±0.002826 test-auc:0.820480±0.015237 
[8807]  train-auc:0.878603±0.002826 test-auc:0.820484±0.015237 
[8808]  train-auc:0.878607±0.002826 test-auc:0.820485±0.015233 
[8809]  train-auc:0.878608±0.002826 test-auc:0.820487±0.015232 
[8810]  train-auc:0.878610±0.002826 test-auc:0.820486±0.015236 
[8811]  train-auc:0.878614±0.002828 test-auc:0.820482±0.015242 
[8812]  train-auc:0.878616±0.002829 test-auc:0.820481±0.015244 
[8813]  train-auc:0.878618±0.002828 test-auc:0.820483±0.015247 
[8814]  train-auc:0.878619±0.002828 test-auc:0.820483±0.015244 
[8815]  train-auc:0.878622±0.002827 test-auc:0.820486±0.015249 
[8816]  train-auc:0.878624±0.002827 test-auc:0.820488±0.015248 
[8817]  train-auc:0.878625±0.002827 test-auc:0.820486±0.015240 
[8818]  train-auc:0.878631±0.002826 test-auc:0.820486±0.015251 
[8819]  train-auc:0.878633±0.002824 test-auc:0.820489±0.015250 
[8820]  train-auc:0.878637±0.002824 test-auc:0.820492±0.015245 
[8821]  train-auc:0.878642±0.002822 test-auc:0.820494±0.015240 
[8822]  train-auc:0.878646±0.002822 test-auc:0.820496±0.015243 
[8823]  train-auc:0.878649±0.002823 test-auc:0.820498±0.015242 
[8824]  train-auc:0.878654±0.002821 test-auc:0.820501±0.015243 
[8825]  train-auc:0.878660±0.002820 test-auc:0.820503±0.015237 
[8826]  train-auc:0.878661±0.002821 test-auc:0.820503±0.015242 
[8827]  train-auc:0.878663±0.002820 test-auc:0.820509±0.015232 
[8828]  train-auc:0.878666±0.002819 test-auc:0.820508±0.015224 
[8829]  train-auc:0.878670±0.002818 test-auc:0.820509±0.015226 
[8830]  train-auc:0.878671±0.002819 test-auc:0.820518±0.015224 
[8831]  train-auc:0.878674±0.002819 test-auc:0.820513±0.015224 
[8832]  train-auc:0.878677±0.002818 test-auc:0.820514±0.015226 
[8833]  train-auc:0.878681±0.002820 test-auc:0.820517±0.015223 
[8834]  train-auc:0.878685±0.002821 test-auc:0.820514±0.015223 
[8835]  train-auc:0.878688±0.002820 test-auc:0.820514±0.015216 
[8836]  train-auc:0.878692±0.002818 test-auc:0.820519±0.015219 
[8837]  train-auc:0.878693±0.002818 test-auc:0.820514±0.015219 
[8838]  train-auc:0.878699±0.002818 test-auc:0.820513±0.015226 
[8839]  train-auc:0.878702±0.002818 test-auc:0.820516±0.015223 
[8840]  train-auc:0.878704±0.002818 test-auc:0.820517±0.015226 
[8841]  train-auc:0.878705±0.002818 test-auc:0.820512±0.015226 
[8842]  train-auc:0.878710±0.002813 test-auc:0.820514±0.015234 
[8843]  train-auc:0.878713±0.002812 test-auc:0.820523±0.015241 
[8844]  train-auc:0.878718±0.002815 test-auc:0.820528±0.015243 
[8845]  train-auc:0.878720±0.002814 test-auc:0.820526±0.015244 
[8846]  train-auc:0.878723±0.002814 test-auc:0.820527±0.015246 
[8847]  train-auc:0.878728±0.002816 test-auc:0.820528±0.015241 
[8848]  train-auc:0.878730±0.002817 test-auc:0.820529±0.015235 
[8849]  train-auc:0.878734±0.002816 test-auc:0.820527±0.015233 
[8850]  train-auc:0.878737±0.002815 test-auc:0.820528±0.015238 
[8851]  train-auc:0.878741±0.002816 test-auc:0.820526±0.015244 
[8852]  train-auc:0.878745±0.002814 test-auc:0.820524±0.015242 
[8853]  train-auc:0.878750±0.002815 test-auc:0.820523±0.015241 
[8854]  train-auc:0.878753±0.002815 test-auc:0.820521±0.015239 
[8855]  train-auc:0.878758±0.002814 test-auc:0.820521±0.015231 
[8856]  train-auc:0.878761±0.002815 test-auc:0.820524±0.015227 
[8857]  train-auc:0.878764±0.002816 test-auc:0.820522±0.015227 
[8858]  train-auc:0.878767±0.002814 test-auc:0.820524±0.015227 
[8859]  train-auc:0.878770±0.002812 test-auc:0.820518±0.015223 
[8860]  train-auc:0.878773±0.002813 test-auc:0.820519±0.015220 
[8861]  train-auc:0.878774±0.002813 test-auc:0.820523±0.015221 
[8862]  train-auc:0.878776±0.002813 test-auc:0.820529±0.015223 
[8863]  train-auc:0.878778±0.002811 test-auc:0.820533±0.015222 
[8864]  train-auc:0.878783±0.002813 test-auc:0.820526±0.015223 
[8865]  train-auc:0.878786±0.002814 test-auc:0.820529±0.015222 
[8866]  train-auc:0.878790±0.002813 test-auc:0.820530±0.015230 
[8867]  train-auc:0.878793±0.002813 test-auc:0.820536±0.015226 
[8868]  train-auc:0.878795±0.002812 test-auc:0.820526±0.015228 
[8869]  train-auc:0.878798±0.002812 test-auc:0.820530±0.015226 
[8870]  train-auc:0.878800±0.002812 test-auc:0.820531±0.015221 
[8871]  train-auc:0.878804±0.002812 test-auc:0.820532±0.015220 
[8872]  train-auc:0.878808±0.002812 test-auc:0.820532±0.015221 
[8873]  train-auc:0.878810±0.002813 test-auc:0.820535±0.015220 
[8874]  train-auc:0.878813±0.002813 test-auc:0.820536±0.015221 
[8875]  train-auc:0.878817±0.002814 test-auc:0.820537±0.015219 
[8876]  train-auc:0.878821±0.002813 test-auc:0.820542±0.015225 
[8877]  train-auc:0.878823±0.002814 test-auc:0.820539±0.015223 
[8878]  train-auc:0.878827±0.002813 test-auc:0.820537±0.015223 
[8879]  train-auc:0.878829±0.002813 test-auc:0.820535±0.015222 
[8880]  train-auc:0.878835±0.002814 test-auc:0.820537±0.015222 
[8881]  train-auc:0.878839±0.002815 test-auc:0.820533±0.015219 
[8882]  train-auc:0.878844±0.002813 test-auc:0.820527±0.015215 
[8883]  train-auc:0.878846±0.002813 test-auc:0.820527±0.015216 
[8884]  train-auc:0.878852±0.002813 test-auc:0.820533±0.015212 
[8885]  train-auc:0.878855±0.002814 test-auc:0.820536±0.015207 
[8886]  train-auc:0.878859±0.002814 test-auc:0.820544±0.015199 
[8887]  train-auc:0.878860±0.002813 test-auc:0.820544±0.015196 
[8888]  train-auc:0.878863±0.002813 test-auc:0.820546±0.015195 
[8889]  train-auc:0.878867±0.002811 test-auc:0.820543±0.015195 
[8890]  train-auc:0.878870±0.002810 test-auc:0.820543±0.015200 
[8891]  train-auc:0.878873±0.002810 test-auc:0.820547±0.015197 
[8892]  train-auc:0.878876±0.002808 test-auc:0.820551±0.015198 
[8893]  train-auc:0.878878±0.002808 test-auc:0.820559±0.015194 
[8894]  train-auc:0.878883±0.002808 test-auc:0.820555±0.015196 
[8895]  train-auc:0.878886±0.002808 test-auc:0.820556±0.015191 
[8896]  train-auc:0.878889±0.002810 test-auc:0.820555±0.015186 
[8897]  train-auc:0.878893±0.002810 test-auc:0.820557±0.015187 
[8898]  train-auc:0.878896±0.002810 test-auc:0.820554±0.015191 
[8899]  train-auc:0.878900±0.002811 test-auc:0.820553±0.015193 
[8900]  train-auc:0.878903±0.002810 test-auc:0.820561±0.015193 
[8901]  train-auc:0.878906±0.002810 test-auc:0.820561±0.015195 
[8902]  train-auc:0.878909±0.002808 test-auc:0.820568±0.015192 
[8903]  train-auc:0.878912±0.002808 test-auc:0.820571±0.015194 
[8904]  train-auc:0.878915±0.002809 test-auc:0.820568±0.015194 
[8905]  train-auc:0.878917±0.002808 test-auc:0.820568±0.015198 
[8906]  train-auc:0.878920±0.002807 test-auc:0.820577±0.015195 
[8907]  train-auc:0.878922±0.002807 test-auc:0.820576±0.015198 
[8908]  train-auc:0.878925±0.002807 test-auc:0.820569±0.015190 
[8909]  train-auc:0.878928±0.002806 test-auc:0.820578±0.015195 
[8910]  train-auc:0.878932±0.002806 test-auc:0.820582±0.015196 
[8911]  train-auc:0.878938±0.002804 test-auc:0.820574±0.015186 
[8912]  train-auc:0.878940±0.002802 test-auc:0.820579±0.015185 
[8913]  train-auc:0.878943±0.002801 test-auc:0.820579±0.015183 
[8914]  train-auc:0.878947±0.002801 test-auc:0.820580±0.015185 
[8915]  train-auc:0.878949±0.002800 test-auc:0.820583±0.015181 
[8916]  train-auc:0.878952±0.002800 test-auc:0.820593±0.015181 
[8917]  train-auc:0.878956±0.002799 test-auc:0.820595±0.015183 
[8918]  train-auc:0.878957±0.002799 test-auc:0.820595±0.015183 
[8919]  train-auc:0.878962±0.002798 test-auc:0.820591±0.015193 
[8920]  train-auc:0.878966±0.002798 test-auc:0.820593±0.015191 
[8921]  train-auc:0.878970±0.002797 test-auc:0.820594±0.015185 
[8922]  train-auc:0.878975±0.002796 test-auc:0.820598±0.015184 
[8923]  train-auc:0.878977±0.002796 test-auc:0.820594±0.015183 
[8924]  train-auc:0.878984±0.002797 test-auc:0.820599±0.015176 
[8925]  train-auc:0.878989±0.002797 test-auc:0.820599±0.015174 
[8926]  train-auc:0.878992±0.002794 test-auc:0.820596±0.015176 
[8927]  train-auc:0.878995±0.002793 test-auc:0.820595±0.015178 
[8928]  train-auc:0.878998±0.002792 test-auc:0.820593±0.015183 
[8929]  train-auc:0.879000±0.002791 test-auc:0.820598±0.015183 
[8930]  train-auc:0.879002±0.002791 test-auc:0.820602±0.015179 
[8931]  train-auc:0.879005±0.002789 test-auc:0.820598±0.015178 
[8932]  train-auc:0.879008±0.002789 test-auc:0.820595±0.015174 
[8933]  train-auc:0.879011±0.002788 test-auc:0.820593±0.015177 
[8934]  train-auc:0.879016±0.002789 test-auc:0.820597±0.015178 
[8935]  train-auc:0.879020±0.002789 test-auc:0.820596±0.015179 
[8936]  train-auc:0.879024±0.002787 test-auc:0.820597±0.015173 
[8937]  train-auc:0.879026±0.002787 test-auc:0.820595±0.015169 
[8938]  train-auc:0.879030±0.002785 test-auc:0.820595±0.015170 
[8939]  train-auc:0.879032±0.002785 test-auc:0.820603±0.015166 
[8940]  train-auc:0.879035±0.002783 test-auc:0.820602±0.015163 
[8941]  train-auc:0.879038±0.002783 test-auc:0.820604±0.015161 
[8942]  train-auc:0.879041±0.002784 test-auc:0.820604±0.015161 
[8943]  train-auc:0.879045±0.002785 test-auc:0.820604±0.015166 
[8944]  train-auc:0.879050±0.002783 test-auc:0.820594±0.015172 
[8945]  train-auc:0.879054±0.002783 test-auc:0.820596±0.015171 
[8946]  train-auc:0.879058±0.002784 test-auc:0.820596±0.015173 
[8947]  train-auc:0.879061±0.002783 test-auc:0.820599±0.015166 
[8948]  train-auc:0.879064±0.002784 test-auc:0.820597±0.015165 
[8949]  train-auc:0.879066±0.002784 test-auc:0.820598±0.015171 
[8950]  train-auc:0.879068±0.002783 test-auc:0.820596±0.015175 
[8951]  train-auc:0.879072±0.002783 test-auc:0.820600±0.015167 
[8952]  train-auc:0.879075±0.002784 test-auc:0.820601±0.015166 
[8953]  train-auc:0.879077±0.002784 test-auc:0.820604±0.015175 
[8954]  train-auc:0.879081±0.002784 test-auc:0.820603±0.015171 
[8955]  train-auc:0.879083±0.002782 test-auc:0.820605±0.015177 
[8956]  train-auc:0.879086±0.002783 test-auc:0.820604±0.015178 
[8957]  train-auc:0.879091±0.002783 test-auc:0.820603±0.015179 
[8958]  train-auc:0.879095±0.002784 test-auc:0.820601±0.015178 
[8959]  train-auc:0.879098±0.002782 test-auc:0.820601±0.015179 
[8960]  train-auc:0.879102±0.002784 test-auc:0.820609±0.015182 
[8961]  train-auc:0.879107±0.002783 test-auc:0.820608±0.015187 
[8962]  train-auc:0.879111±0.002784 test-auc:0.820609±0.015182 
[8963]  train-auc:0.879115±0.002782 test-auc:0.820622±0.015183 
[8964]  train-auc:0.879118±0.002784 test-auc:0.820623±0.015183 
[8965]  train-auc:0.879121±0.002782 test-auc:0.820622±0.015177 
[8966]  train-auc:0.879125±0.002781 test-auc:0.820621±0.015175 
[8967]  train-auc:0.879130±0.002781 test-auc:0.820620±0.015182 
[8968]  train-auc:0.879133±0.002781 test-auc:0.820624±0.015180 
[8969]  train-auc:0.879135±0.002781 test-auc:0.820627±0.015182 
[8970]  train-auc:0.879138±0.002781 test-auc:0.820628±0.015183 
[8971]  train-auc:0.879140±0.002780 test-auc:0.820622±0.015187 
[8972]  train-auc:0.879142±0.002778 test-auc:0.820621±0.015189 
[8973]  train-auc:0.879144±0.002778 test-auc:0.820621±0.015186 
[8974]  train-auc:0.879148±0.002779 test-auc:0.820620±0.015189 
[8975]  train-auc:0.879151±0.002779 test-auc:0.820625±0.015188 
[8976]  train-auc:0.879154±0.002780 test-auc:0.820626±0.015188 
[8977]  train-auc:0.879161±0.002781 test-auc:0.820628±0.015192 
[8978]  train-auc:0.879162±0.002782 test-auc:0.820631±0.015187 
[8979]  train-auc:0.879162±0.002781 test-auc:0.820629±0.015189 
[8980]  train-auc:0.879163±0.002781 test-auc:0.820629±0.015189 
[8981]  train-auc:0.879165±0.002782 test-auc:0.820628±0.015188 
[8982]  train-auc:0.879169±0.002781 test-auc:0.820623±0.015188 
[8983]  train-auc:0.879172±0.002781 test-auc:0.820621±0.015182 
[8984]  train-auc:0.879176±0.002777 test-auc:0.820623±0.015184 
[8985]  train-auc:0.879180±0.002777 test-auc:0.820631±0.015180 
[8986]  train-auc:0.879183±0.002776 test-auc:0.820625±0.015177 
[8987]  train-auc:0.879184±0.002778 test-auc:0.820626±0.015172 
[8988]  train-auc:0.879187±0.002779 test-auc:0.820623±0.015166 
[8989]  train-auc:0.879190±0.002780 test-auc:0.820620±0.015168 
[8990]  train-auc:0.879194±0.002777 test-auc:0.820622±0.015171 
[8991]  train-auc:0.879197±0.002777 test-auc:0.820624±0.015172 
[8992]  train-auc:0.879199±0.002777 test-auc:0.820627±0.015178 
[8993]  train-auc:0.879203±0.002777 test-auc:0.820629±0.015177 
[8994]  train-auc:0.879205±0.002778 test-auc:0.820632±0.015177 
[8995]  train-auc:0.879211±0.002776 test-auc:0.820638±0.015169 
[8996]  train-auc:0.879214±0.002775 test-auc:0.820636±0.015168 
[8997]  train-auc:0.879217±0.002773 test-auc:0.820634±0.015171 
[8998]  train-auc:0.879219±0.002775 test-auc:0.820635±0.015187 
[8999]  train-auc:0.879223±0.002775 test-auc:0.820640±0.015190 
[9000]  train-auc:0.879226±0.002774 test-auc:0.820636±0.015191 
[9001]  train-auc:0.879230±0.002772 test-auc:0.820640±0.015195 
[9002]  train-auc:0.879232±0.002773 test-auc:0.820641±0.015196 
[9003]  train-auc:0.879234±0.002772 test-auc:0.820637±0.015193 
[9004]  train-auc:0.879241±0.002773 test-auc:0.820637±0.015189 
[9005]  train-auc:0.879243±0.002772 test-auc:0.820638±0.015193 
[9006]  train-auc:0.879247±0.002770 test-auc:0.820639±0.015193 
[9007]  train-auc:0.879249±0.002770 test-auc:0.820642±0.015182 
[9008]  train-auc:0.879251±0.002771 test-auc:0.820642±0.015179 
[9009]  train-auc:0.879252±0.002771 test-auc:0.820642±0.015182 
[9010]  train-auc:0.879255±0.002771 test-auc:0.820643±0.015178 
[9011]  train-auc:0.879256±0.002772 test-auc:0.820644±0.015180 
[9012]  train-auc:0.879259±0.002771 test-auc:0.820649±0.015182 
[9013]  train-auc:0.879262±0.002772 test-auc:0.820652±0.015184 
[9014]  train-auc:0.879263±0.002772 test-auc:0.820653±0.015185 
[9015]  train-auc:0.879265±0.002770 test-auc:0.820653±0.015187 
[9016]  train-auc:0.879268±0.002769 test-auc:0.820650±0.015186 
[9017]  train-auc:0.879272±0.002767 test-auc:0.820653±0.015183 
[9018]  train-auc:0.879274±0.002766 test-auc:0.820654±0.015184 
[9019]  train-auc:0.879279±0.002767 test-auc:0.820657±0.015185 
[9020]  train-auc:0.879283±0.002766 test-auc:0.820657±0.015184 
[9021]  train-auc:0.879288±0.002767 test-auc:0.820653±0.015186 
[9022]  train-auc:0.879291±0.002766 test-auc:0.820662±0.015184 
[9023]  train-auc:0.879294±0.002767 test-auc:0.820662±0.015184 
[9024]  train-auc:0.879297±0.002766 test-auc:0.820662±0.015184 
[9025]  train-auc:0.879298±0.002766 test-auc:0.820661±0.015185 
[9026]  train-auc:0.879303±0.002765 test-auc:0.820658±0.015182 
[9027]  train-auc:0.879305±0.002765 test-auc:0.820657±0.015187 
[9028]  train-auc:0.879307±0.002764 test-auc:0.820650±0.015190 
[9029]  train-auc:0.879310±0.002764 test-auc:0.820645±0.015193 
[9030]  train-auc:0.879313±0.002764 test-auc:0.820642±0.015193 
[9031]  train-auc:0.879315±0.002764 test-auc:0.820644±0.015188 
[9032]  train-auc:0.879318±0.002764 test-auc:0.820645±0.015195 
[9033]  train-auc:0.879323±0.002764 test-auc:0.820649±0.015184 
[9034]  train-auc:0.879325±0.002766 test-auc:0.820650±0.015184 
[9035]  train-auc:0.879328±0.002765 test-auc:0.820653±0.015184 
[9036]  train-auc:0.879332±0.002765 test-auc:0.820665±0.015186 
[9037]  train-auc:0.879337±0.002765 test-auc:0.820670±0.015181 
[9038]  train-auc:0.879341±0.002763 test-auc:0.820669±0.015188 
[9039]  train-auc:0.879342±0.002762 test-auc:0.820671±0.015187 
[9040]  train-auc:0.879344±0.002763 test-auc:0.820665±0.015191 
[9041]  train-auc:0.879347±0.002763 test-auc:0.820664±0.015190 
[9042]  train-auc:0.879350±0.002762 test-auc:0.820662±0.015192 
[9043]  train-auc:0.879353±0.002762 test-auc:0.820665±0.015187 
[9044]  train-auc:0.879356±0.002762 test-auc:0.820666±0.015191 
[9045]  train-auc:0.879361±0.002763 test-auc:0.820666±0.015193 
[9046]  train-auc:0.879366±0.002761 test-auc:0.820666±0.015190 
[9047]  train-auc:0.879368±0.002760 test-auc:0.820673±0.015194 
[9048]  train-auc:0.879373±0.002758 test-auc:0.820675±0.015194 
[9049]  train-auc:0.879375±0.002759 test-auc:0.820674±0.015196 
[9050]  train-auc:0.879380±0.002759 test-auc:0.820675±0.015198 
[9051]  train-auc:0.879383±0.002760 test-auc:0.820673±0.015197 
[9052]  train-auc:0.879386±0.002759 test-auc:0.820677±0.015199 
[9053]  train-auc:0.879391±0.002759 test-auc:0.820684±0.015199 
[9054]  train-auc:0.879396±0.002758 test-auc:0.820674±0.015197 
[9055]  train-auc:0.879399±0.002758 test-auc:0.820677±0.015201 
[9056]  train-auc:0.879403±0.002759 test-auc:0.820680±0.015198 
[9057]  train-auc:0.879407±0.002759 test-auc:0.820679±0.015198 
[9058]  train-auc:0.879410±0.002759 test-auc:0.820679±0.015195 
[9059]  train-auc:0.879412±0.002760 test-auc:0.820679±0.015192 
[9060]  train-auc:0.879414±0.002761 test-auc:0.820674±0.015197 
[9061]  train-auc:0.879416±0.002760 test-auc:0.820672±0.015193 
[9062]  train-auc:0.879418±0.002760 test-auc:0.820673±0.015197 
[9063]  train-auc:0.879421±0.002760 test-auc:0.820673±0.015196 
[9064]  train-auc:0.879426±0.002761 test-auc:0.820681±0.015197 
[9065]  train-auc:0.879432±0.002760 test-auc:0.820683±0.015194 
[9066]  train-auc:0.879434±0.002759 test-auc:0.820677±0.015197 
[9067]  train-auc:0.879436±0.002761 test-auc:0.820678±0.015191 
[9068]  train-auc:0.879439±0.002761 test-auc:0.820684±0.015186 
[9069]  train-auc:0.879442±0.002761 test-auc:0.820692±0.015183 
[9070]  train-auc:0.879443±0.002761 test-auc:0.820688±0.015183 
[9071]  train-auc:0.879446±0.002761 test-auc:0.820689±0.015183 
[9072]  train-auc:0.879448±0.002762 test-auc:0.820687±0.015190 
[9073]  train-auc:0.879449±0.002762 test-auc:0.820690±0.015185 
[9074]  train-auc:0.879451±0.002762 test-auc:0.820685±0.015184 
[9075]  train-auc:0.879454±0.002762 test-auc:0.820679±0.015177 
[9076]  train-auc:0.879458±0.002762 test-auc:0.820678±0.015173 
[9077]  train-auc:0.879461±0.002763 test-auc:0.820683±0.015173 
[9078]  train-auc:0.879465±0.002760 test-auc:0.820681±0.015175 
[9079]  train-auc:0.879469±0.002761 test-auc:0.820687±0.015172 
[9080]  train-auc:0.879474±0.002760 test-auc:0.820687±0.015172 
[9081]  train-auc:0.879478±0.002761 test-auc:0.820682±0.015178 
[9082]  train-auc:0.879480±0.002762 test-auc:0.820681±0.015172 
[9083]  train-auc:0.879483±0.002762 test-auc:0.820682±0.015169 
[9084]  train-auc:0.879487±0.002760 test-auc:0.820688±0.015165 
[9085]  train-auc:0.879489±0.002761 test-auc:0.820682±0.015168 
[9086]  train-auc:0.879492±0.002761 test-auc:0.820683±0.015161 
[9087]  train-auc:0.879494±0.002761 test-auc:0.820682±0.015167 
[9088]  train-auc:0.879496±0.002760 test-auc:0.820686±0.015165 
[9089]  train-auc:0.879499±0.002759 test-auc:0.820685±0.015166 
[9090]  train-auc:0.879503±0.002758 test-auc:0.820689±0.015162 
[9091]  train-auc:0.879507±0.002757 test-auc:0.820688±0.015162 
[9092]  train-auc:0.879510±0.002759 test-auc:0.820692±0.015161 
[9093]  train-auc:0.879513±0.002756 test-auc:0.820697±0.015159 
[9094]  train-auc:0.879516±0.002757 test-auc:0.820693±0.015163 
[9095]  train-auc:0.879519±0.002756 test-auc:0.820687±0.015161 
[9096]  train-auc:0.879522±0.002755 test-auc:0.820687±0.015164 
[9097]  train-auc:0.879526±0.002757 test-auc:0.820687±0.015163 
[9098]  train-auc:0.879530±0.002758 test-auc:0.820687±0.015167 
[9099]  train-auc:0.879532±0.002758 test-auc:0.820691±0.015157 
[9100]  train-auc:0.879533±0.002756 test-auc:0.820687±0.015155 
[9101]  train-auc:0.879536±0.002756 test-auc:0.820690±0.015158 
[9102]  train-auc:0.879539±0.002757 test-auc:0.820688±0.015163 
[9103]  train-auc:0.879543±0.002757 test-auc:0.820689±0.015158 
[9104]  train-auc:0.879544±0.002757 test-auc:0.820691±0.015156 
[9105]  train-auc:0.879549±0.002758 test-auc:0.820691±0.015151 
[9106]  train-auc:0.879552±0.002759 test-auc:0.820691±0.015142 
[9107]  train-auc:0.879553±0.002758 test-auc:0.820694±0.015141 
[9108]  train-auc:0.879556±0.002758 test-auc:0.820700±0.015139 
[9109]  train-auc:0.879558±0.002757 test-auc:0.820696±0.015147 
[9110]  train-auc:0.879562±0.002754 test-auc:0.820694±0.015141 
[9111]  train-auc:0.879565±0.002754 test-auc:0.820690±0.015142 
[9112]  train-auc:0.879568±0.002753 test-auc:0.820689±0.015145 
[9113]  train-auc:0.879571±0.002755 test-auc:0.820694±0.015143 
[9114]  train-auc:0.879574±0.002756 test-auc:0.820697±0.015139 
[9115]  train-auc:0.879578±0.002759 test-auc:0.820701±0.015142 
[9116]  train-auc:0.879581±0.002759 test-auc:0.820702±0.015142 
[9117]  train-auc:0.879583±0.002759 test-auc:0.820705±0.015138 
[9118]  train-auc:0.879584±0.002759 test-auc:0.820705±0.015135 
[9119]  train-auc:0.879588±0.002758 test-auc:0.820706±0.015136 
[9120]  train-auc:0.879593±0.002759 test-auc:0.820702±0.015126 
[9121]  train-auc:0.879597±0.002760 test-auc:0.820706±0.015120 
[9122]  train-auc:0.879601±0.002759 test-auc:0.820709±0.015116 
[9123]  train-auc:0.879607±0.002757 test-auc:0.820707±0.015123 
[9124]  train-auc:0.879609±0.002755 test-auc:0.820707±0.015123 
[9125]  train-auc:0.879611±0.002756 test-auc:0.820708±0.015122 
[9126]  train-auc:0.879613±0.002757 test-auc:0.820707±0.015122 
[9127]  train-auc:0.879616±0.002757 test-auc:0.820709±0.015119 
[9128]  train-auc:0.879619±0.002757 test-auc:0.820710±0.015118 
[9129]  train-auc:0.879625±0.002757 test-auc:0.820710±0.015117 
[9130]  train-auc:0.879627±0.002756 test-auc:0.820713±0.015116 
[9131]  train-auc:0.879631±0.002756 test-auc:0.820712±0.015111 
[9132]  train-auc:0.879633±0.002755 test-auc:0.820713±0.015119 
[9133]  train-auc:0.879640±0.002757 test-auc:0.820713±0.015121 
[9134]  train-auc:0.879642±0.002758 test-auc:0.820706±0.015125 
[9135]  train-auc:0.879645±0.002757 test-auc:0.820709±0.015123 
[9136]  train-auc:0.879649±0.002756 test-auc:0.820707±0.015122 
[9137]  train-auc:0.879651±0.002756 test-auc:0.820708±0.015119 
[9138]  train-auc:0.879653±0.002756 test-auc:0.820709±0.015122 
[9139]  train-auc:0.879658±0.002757 test-auc:0.820717±0.015130 
[9140]  train-auc:0.879658±0.002756 test-auc:0.820713±0.015134 
[9141]  train-auc:0.879659±0.002755 test-auc:0.820712±0.015138 
[9142]  train-auc:0.879662±0.002756 test-auc:0.820709±0.015133 
[9143]  train-auc:0.879663±0.002757 test-auc:0.820709±0.015130 
[9144]  train-auc:0.879667±0.002756 test-auc:0.820707±0.015133 
[9145]  train-auc:0.879670±0.002757 test-auc:0.820710±0.015136 
[9146]  train-auc:0.879675±0.002758 test-auc:0.820711±0.015133 
[9147]  train-auc:0.879677±0.002757 test-auc:0.820716±0.015121 
[9148]  train-auc:0.879679±0.002757 test-auc:0.820715±0.015120 
[9149]  train-auc:0.879682±0.002756 test-auc:0.820712±0.015121 
[9150]  train-auc:0.879685±0.002753 test-auc:0.820717±0.015112 
[9151]  train-auc:0.879689±0.002757 test-auc:0.820717±0.015116 
[9152]  train-auc:0.879690±0.002758 test-auc:0.820723±0.015116 
[9153]  train-auc:0.879696±0.002758 test-auc:0.820721±0.015119 
[9154]  train-auc:0.879700±0.002759 test-auc:0.820722±0.015122 
[9155]  train-auc:0.879704±0.002759 test-auc:0.820724±0.015118 
[9156]  train-auc:0.879707±0.002758 test-auc:0.820723±0.015112 
[9157]  train-auc:0.879711±0.002757 test-auc:0.820720±0.015119 
[9158]  train-auc:0.879715±0.002756 test-auc:0.820727±0.015117 
[9159]  train-auc:0.879721±0.002750 test-auc:0.820739±0.015114 
[9160]  train-auc:0.879723±0.002750 test-auc:0.820736±0.015112 
[9161]  train-auc:0.879727±0.002750 test-auc:0.820730±0.015115 
[9162]  train-auc:0.879729±0.002751 test-auc:0.820728±0.015108 
[9163]  train-auc:0.879731±0.002752 test-auc:0.820726±0.015106 
[9164]  train-auc:0.879737±0.002753 test-auc:0.820727±0.015109 
[9165]  train-auc:0.879742±0.002754 test-auc:0.820723±0.015112 
[9166]  train-auc:0.879745±0.002754 test-auc:0.820721±0.015106 
[9167]  train-auc:0.879747±0.002755 test-auc:0.820720±0.015102 
[9168]  train-auc:0.879750±0.002755 test-auc:0.820718±0.015104 
[9169]  train-auc:0.879754±0.002755 test-auc:0.820715±0.015102 
[9170]  train-auc:0.879758±0.002753 test-auc:0.820717±0.015107 
[9171]  train-auc:0.879760±0.002753 test-auc:0.820716±0.015104 
[9172]  train-auc:0.879762±0.002752 test-auc:0.820704±0.015107 
[9173]  train-auc:0.879767±0.002755 test-auc:0.820706±0.015108 
[9174]  train-auc:0.879770±0.002756 test-auc:0.820710±0.015109 
[9175]  train-auc:0.879776±0.002753 test-auc:0.820707±0.015101 
[9176]  train-auc:0.879779±0.002753 test-auc:0.820709±0.015094 
[9177]  train-auc:0.879781±0.002753 test-auc:0.820708±0.015094 
[9178]  train-auc:0.879784±0.002754 test-auc:0.820715±0.015088 
[9179]  train-auc:0.879786±0.002753 test-auc:0.820712±0.015086 
[9180]  train-auc:0.879789±0.002754 test-auc:0.820708±0.015086 
[9181]  train-auc:0.879794±0.002754 test-auc:0.820705±0.015091 
[9182]  train-auc:0.879796±0.002754 test-auc:0.820708±0.015083 
[9183]  train-auc:0.879800±0.002753 test-auc:0.820707±0.015087 
[9184]  train-auc:0.879803±0.002754 test-auc:0.820716±0.015077 
[9185]  train-auc:0.879804±0.002754 test-auc:0.820715±0.015077 
[9186]  train-auc:0.879807±0.002755 test-auc:0.820712±0.015087 
[9187]  train-auc:0.879812±0.002754 test-auc:0.820720±0.015085 
[9188]  train-auc:0.879817±0.002753 test-auc:0.820719±0.015086 
[9189]  train-auc:0.879820±0.002751 test-auc:0.820714±0.015087 
[9190]  train-auc:0.879825±0.002748 test-auc:0.820723±0.015087 
[9191]  train-auc:0.879827±0.002749 test-auc:0.820722±0.015083 
[9192]  train-auc:0.879834±0.002745 test-auc:0.820720±0.015090 
[9193]  train-auc:0.879836±0.002745 test-auc:0.820720±0.015092 
[9194]  train-auc:0.879841±0.002744 test-auc:0.820715±0.015086 
[9195]  train-auc:0.879843±0.002744 test-auc:0.820720±0.015089 
[9196]  train-auc:0.879847±0.002745 test-auc:0.820722±0.015093 
[9197]  train-auc:0.879848±0.002747 test-auc:0.820722±0.015083 
[9198]  train-auc:0.879852±0.002747 test-auc:0.820719±0.015084 
[9199]  train-auc:0.879855±0.002747 test-auc:0.820718±0.015083 
[9200]  train-auc:0.879858±0.002748 test-auc:0.820727±0.015076 
[9201]  train-auc:0.879862±0.002746 test-auc:0.820732±0.015079 
[9202]  train-auc:0.879864±0.002746 test-auc:0.820737±0.015077 
[9203]  train-auc:0.879866±0.002744 test-auc:0.820737±0.015077 
[9204]  train-auc:0.879870±0.002744 test-auc:0.820744±0.015075 
[9205]  train-auc:0.879872±0.002743 test-auc:0.820748±0.015084 
[9206]  train-auc:0.879874±0.002741 test-auc:0.820751±0.015088 
[9207]  train-auc:0.879878±0.002740 test-auc:0.820758±0.015092 
[9208]  train-auc:0.879881±0.002739 test-auc:0.820758±0.015086 
[9209]  train-auc:0.879884±0.002740 test-auc:0.820760±0.015081 
[9210]  train-auc:0.879887±0.002739 test-auc:0.820758±0.015082 
[9211]  train-auc:0.879892±0.002737 test-auc:0.820759±0.015085 
[9212]  train-auc:0.879896±0.002735 test-auc:0.820759±0.015088 
[9213]  train-auc:0.879899±0.002735 test-auc:0.820759±0.015088 
[9214]  train-auc:0.879904±0.002737 test-auc:0.820756±0.015088 
[9215]  train-auc:0.879908±0.002735 test-auc:0.820753±0.015083 
[9216]  train-auc:0.879914±0.002732 test-auc:0.820758±0.015088 
[9217]  train-auc:0.879916±0.002729 test-auc:0.820759±0.015087 
[9218]  train-auc:0.879920±0.002725 test-auc:0.820761±0.015095 
[9219]  train-auc:0.879923±0.002722 test-auc:0.820762±0.015091 
[9220]  train-auc:0.879928±0.002717 test-auc:0.820766±0.015096 
[9221]  train-auc:0.879933±0.002715 test-auc:0.820771±0.015093 
[9222]  train-auc:0.879935±0.002713 test-auc:0.820772±0.015094 
[9223]  train-auc:0.879938±0.002713 test-auc:0.820767±0.015098 
[9224]  train-auc:0.879942±0.002711 test-auc:0.820768±0.015100 
[9225]  train-auc:0.879944±0.002710 test-auc:0.820768±0.015103 
[9226]  train-auc:0.879948±0.002708 test-auc:0.820767±0.015115 
[9227]  train-auc:0.879952±0.002708 test-auc:0.820767±0.015108 
[9228]  train-auc:0.879955±0.002708 test-auc:0.820773±0.015104 
[9229]  train-auc:0.879958±0.002708 test-auc:0.820773±0.015103 
[9230]  train-auc:0.879964±0.002707 test-auc:0.820770±0.015103 
[9231]  train-auc:0.879966±0.002706 test-auc:0.820767±0.015101 
[9232]  train-auc:0.879969±0.002705 test-auc:0.820769±0.015103 
[9233]  train-auc:0.879974±0.002703 test-auc:0.820770±0.015104 
[9234]  train-auc:0.879977±0.002702 test-auc:0.820769±0.015103 
[9235]  train-auc:0.879982±0.002701 test-auc:0.820769±0.015110 
[9236]  train-auc:0.879987±0.002701 test-auc:0.820776±0.015112 
[9237]  train-auc:0.879990±0.002701 test-auc:0.820774±0.015120 
[9238]  train-auc:0.879992±0.002701 test-auc:0.820763±0.015112 
[9239]  train-auc:0.879996±0.002698 test-auc:0.820760±0.015119 
[9240]  train-auc:0.879997±0.002699 test-auc:0.820760±0.015116 
[9241]  train-auc:0.880000±0.002696 test-auc:0.820766±0.015107 
[9242]  train-auc:0.880002±0.002697 test-auc:0.820768±0.015100 
[9243]  train-auc:0.880005±0.002696 test-auc:0.820775±0.015110 
[9244]  train-auc:0.880007±0.002695 test-auc:0.820776±0.015111 
[9245]  train-auc:0.880011±0.002693 test-auc:0.820776±0.015099 
[9246]  train-auc:0.880014±0.002692 test-auc:0.820776±0.015112 
[9247]  train-auc:0.880016±0.002691 test-auc:0.820786±0.015106 
[9248]  train-auc:0.880020±0.002688 test-auc:0.820786±0.015118 
[9249]  train-auc:0.880024±0.002686 test-auc:0.820789±0.015123 
[9250]  train-auc:0.880027±0.002686 test-auc:0.820785±0.015119 
[9251]  train-auc:0.880029±0.002686 test-auc:0.820783±0.015119 
[9252]  train-auc:0.880033±0.002684 test-auc:0.820790±0.015123 
[9253]  train-auc:0.880036±0.002684 test-auc:0.820790±0.015116 
[9254]  train-auc:0.880041±0.002685 test-auc:0.820787±0.015113 
[9255]  train-auc:0.880045±0.002685 test-auc:0.820794±0.015114 
[9256]  train-auc:0.880048±0.002686 test-auc:0.820797±0.015111 
[9257]  train-auc:0.880052±0.002684 test-auc:0.820801±0.015116 
[9258]  train-auc:0.880057±0.002679 test-auc:0.820800±0.015111 
[9259]  train-auc:0.880061±0.002678 test-auc:0.820803±0.015116 
[9260]  train-auc:0.880063±0.002677 test-auc:0.820800±0.015115 
[9261]  train-auc:0.880065±0.002675 test-auc:0.820803±0.015116 
[9262]  train-auc:0.880068±0.002671 test-auc:0.820805±0.015119 
[9263]  train-auc:0.880075±0.002666 test-auc:0.820812±0.015127 
[9264]  train-auc:0.880081±0.002664 test-auc:0.820812±0.015122 
[9265]  train-auc:0.880082±0.002662 test-auc:0.820814±0.015121 
[9266]  train-auc:0.880084±0.002660 test-auc:0.820821±0.015128 
[9267]  train-auc:0.880086±0.002660 test-auc:0.820829±0.015133 
[9268]  train-auc:0.880088±0.002660 test-auc:0.820831±0.015130 
[9269]  train-auc:0.880090±0.002661 test-auc:0.820827±0.015134 
[9270]  train-auc:0.880095±0.002660 test-auc:0.820824±0.015132 
[9271]  train-auc:0.880097±0.002659 test-auc:0.820827±0.015134 
[9272]  train-auc:0.880099±0.002658 test-auc:0.820825±0.015132 
[9273]  train-auc:0.880101±0.002657 test-auc:0.820825±0.015134 
[9274]  train-auc:0.880104±0.002656 test-auc:0.820827±0.015123 
[9275]  train-auc:0.880106±0.002655 test-auc:0.820822±0.015124 
[9276]  train-auc:0.880111±0.002653 test-auc:0.820827±0.015123 
[9277]  train-auc:0.880114±0.002651 test-auc:0.820829±0.015117 
[9278]  train-auc:0.880120±0.002647 test-auc:0.820828±0.015113 
[9279]  train-auc:0.880122±0.002646 test-auc:0.820819±0.015117 
[9280]  train-auc:0.880124±0.002645 test-auc:0.820820±0.015117 
[9281]  train-auc:0.880126±0.002645 test-auc:0.820823±0.015112 
[9282]  train-auc:0.880128±0.002643 test-auc:0.820821±0.015125 
[9283]  train-auc:0.880130±0.002645 test-auc:0.820816±0.015123 
[9284]  train-auc:0.880134±0.002642 test-auc:0.820816±0.015127 
[9285]  train-auc:0.880137±0.002640 test-auc:0.820821±0.015130 
[9286]  train-auc:0.880140±0.002638 test-auc:0.820821±0.015135 
[9287]  train-auc:0.880140±0.002639 test-auc:0.820824±0.015130 
[9288]  train-auc:0.880141±0.002638 test-auc:0.820826±0.015127 
[9289]  train-auc:0.880145±0.002636 test-auc:0.820821±0.015121 
[9290]  train-auc:0.880149±0.002635 test-auc:0.820819±0.015118 
[9291]  train-auc:0.880151±0.002635 test-auc:0.820818±0.015112 
[9292]  train-auc:0.880151±0.002634 test-auc:0.820817±0.015116 
[9293]  train-auc:0.880155±0.002633 test-auc:0.820815±0.015125 
[9294]  train-auc:0.880158±0.002631 test-auc:0.820814±0.015127 
[9295]  train-auc:0.880161±0.002631 test-auc:0.820824±0.015124 
[9296]  train-auc:0.880164±0.002629 test-auc:0.820824±0.015124 
[9297]  train-auc:0.880168±0.002628 test-auc:0.820824±0.015124 
[9298]  train-auc:0.880172±0.002627 test-auc:0.820824±0.015123 
[9299]  train-auc:0.880176±0.002628 test-auc:0.820824±0.015133 
[9300]  train-auc:0.880181±0.002627 test-auc:0.820822±0.015131 
[9301]  train-auc:0.880185±0.002627 test-auc:0.820818±0.015129 
[9302]  train-auc:0.880189±0.002623 test-auc:0.820819±0.015139 
[9303]  train-auc:0.880194±0.002623 test-auc:0.820821±0.015139 
[9304]  train-auc:0.880196±0.002622 test-auc:0.820822±0.015138 
[9305]  train-auc:0.880204±0.002618 test-auc:0.820831±0.015134 
[9306]  train-auc:0.880207±0.002618 test-auc:0.820830±0.015134 
[9307]  train-auc:0.880210±0.002618 test-auc:0.820829±0.015129 
[9308]  train-auc:0.880213±0.002617 test-auc:0.820830±0.015130 
[9309]  train-auc:0.880214±0.002617 test-auc:0.820829±0.015131 
[9310]  train-auc:0.880217±0.002615 test-auc:0.820823±0.015133 
[9311]  train-auc:0.880219±0.002615 test-auc:0.820827±0.015125 
[9312]  train-auc:0.880222±0.002615 test-auc:0.820824±0.015122 
[9313]  train-auc:0.880224±0.002617 test-auc:0.820823±0.015126 
[9314]  train-auc:0.880226±0.002618 test-auc:0.820819±0.015129 
[9315]  train-auc:0.880228±0.002618 test-auc:0.820816±0.015128 
[9316]  train-auc:0.880231±0.002617 test-auc:0.820822±0.015129 
[9317]  train-auc:0.880233±0.002617 test-auc:0.820819±0.015131 
[9318]  train-auc:0.880237±0.002613 test-auc:0.820814±0.015131 
[9319]  train-auc:0.880238±0.002614 test-auc:0.820818±0.015134 
[9320]  train-auc:0.880242±0.002613 test-auc:0.820821±0.015136 
[9321]  train-auc:0.880245±0.002612 test-auc:0.820819±0.015140 
[9322]  train-auc:0.880249±0.002611 test-auc:0.820823±0.015139 
[9323]  train-auc:0.880254±0.002610 test-auc:0.820827±0.015135 
[9324]  train-auc:0.880256±0.002610 test-auc:0.820826±0.015133 
[9325]  train-auc:0.880261±0.002610 test-auc:0.820819±0.015142 
[9326]  train-auc:0.880262±0.002609 test-auc:0.820818±0.015139 
[9327]  train-auc:0.880265±0.002608 test-auc:0.820815±0.015134 
[9328]  train-auc:0.880269±0.002609 test-auc:0.820818±0.015136 
[9329]  train-auc:0.880273±0.002608 test-auc:0.820821±0.015132 
[9330]  train-auc:0.880274±0.002607 test-auc:0.820827±0.015133 
[9331]  train-auc:0.880278±0.002605 test-auc:0.820833±0.015135 
[9332]  train-auc:0.880280±0.002603 test-auc:0.820833±0.015135 
[9333]  train-auc:0.880283±0.002605 test-auc:0.820839±0.015130 
[9334]  train-auc:0.880287±0.002605 test-auc:0.820836±0.015133 
[9335]  train-auc:0.880288±0.002603 test-auc:0.820836±0.015131 
[9336]  train-auc:0.880295±0.002602 test-auc:0.820844±0.015142 
[9337]  train-auc:0.880295±0.002601 test-auc:0.820842±0.015144 
[9338]  train-auc:0.880298±0.002600 test-auc:0.820843±0.015139 
[9339]  train-auc:0.880300±0.002599 test-auc:0.820842±0.015139 
[9340]  train-auc:0.880304±0.002600 test-auc:0.820837±0.015138 
[9341]  train-auc:0.880306±0.002600 test-auc:0.820832±0.015148 
[9342]  train-auc:0.880308±0.002601 test-auc:0.820833±0.015137 
[9343]  train-auc:0.880310±0.002601 test-auc:0.820839±0.015130 
[9344]  train-auc:0.880314±0.002601 test-auc:0.820839±0.015136 
[9345]  train-auc:0.880317±0.002600 test-auc:0.820833±0.015132 
[9346]  train-auc:0.880320±0.002600 test-auc:0.820837±0.015135 
[9347]  train-auc:0.880326±0.002597 test-auc:0.820840±0.015134 
[9348]  train-auc:0.880330±0.002595 test-auc:0.820836±0.015130 
[9349]  train-auc:0.880334±0.002593 test-auc:0.820849±0.015135 
[9350]  train-auc:0.880336±0.002593 test-auc:0.820844±0.015136 
[9351]  train-auc:0.880340±0.002591 test-auc:0.820851±0.015136 
[9352]  train-auc:0.880343±0.002589 test-auc:0.820848±0.015129 
[9353]  train-auc:0.880349±0.002586 test-auc:0.820852±0.015133 
[9354]  train-auc:0.880349±0.002585 test-auc:0.820853±0.015135 
[9355]  train-auc:0.880354±0.002583 test-auc:0.820857±0.015132 
[9356]  train-auc:0.880359±0.002581 test-auc:0.820860±0.015131 
[9357]  train-auc:0.880363±0.002577 test-auc:0.820859±0.015130 
[9358]  train-auc:0.880366±0.002577 test-auc:0.820856±0.015130 
[9359]  train-auc:0.880371±0.002571 test-auc:0.820858±0.015139 
[9360]  train-auc:0.880377±0.002569 test-auc:0.820856±0.015140 
[9361]  train-auc:0.880381±0.002564 test-auc:0.820856±0.015146 
[9362]  train-auc:0.880384±0.002565 test-auc:0.820855±0.015145 
[9363]  train-auc:0.880385±0.002568 test-auc:0.820853±0.015143 
[9364]  train-auc:0.880390±0.002568 test-auc:0.820857±0.015142 
[9365]  train-auc:0.880399±0.002565 test-auc:0.820866±0.015146 
[9366]  train-auc:0.880403±0.002562 test-auc:0.820871±0.015150 
[9367]  train-auc:0.880405±0.002561 test-auc:0.820871±0.015152 
[9368]  train-auc:0.880408±0.002562 test-auc:0.820871±0.015161 
[9369]  train-auc:0.880414±0.002559 test-auc:0.820870±0.015163 
[9370]  train-auc:0.880418±0.002557 test-auc:0.820878±0.015167 
[9371]  train-auc:0.880420±0.002557 test-auc:0.820886±0.015168 
[9372]  train-auc:0.880422±0.002555 test-auc:0.820890±0.015175 
[9373]  train-auc:0.880426±0.002557 test-auc:0.820891±0.015178 
[9374]  train-auc:0.880429±0.002554 test-auc:0.820890±0.015184 
[9375]  train-auc:0.880433±0.002552 test-auc:0.820900±0.015185 
[9376]  train-auc:0.880435±0.002551 test-auc:0.820897±0.015188 
[9377]  train-auc:0.880438±0.002551 test-auc:0.820900±0.015190 
[9378]  train-auc:0.880443±0.002551 test-auc:0.820905±0.015190 
[9379]  train-auc:0.880446±0.002552 test-auc:0.820905±0.015192 
[9380]  train-auc:0.880450±0.002551 test-auc:0.820900±0.015193 
[9381]  train-auc:0.880453±0.002552 test-auc:0.820899±0.015199 
[9382]  train-auc:0.880457±0.002551 test-auc:0.820906±0.015193 
[9383]  train-auc:0.880460±0.002551 test-auc:0.820904±0.015197 
[9384]  train-auc:0.880462±0.002552 test-auc:0.820899±0.015198 
[9385]  train-auc:0.880467±0.002550 test-auc:0.820901±0.015202 
[9386]  train-auc:0.880469±0.002550 test-auc:0.820896±0.015206 
[9387]  train-auc:0.880470±0.002549 test-auc:0.820898±0.015211 
[9388]  train-auc:0.880474±0.002548 test-auc:0.820900±0.015209 
[9389]  train-auc:0.880475±0.002548 test-auc:0.820899±0.015213 
[9390]  train-auc:0.880477±0.002549 test-auc:0.820905±0.015207 
[9391]  train-auc:0.880481±0.002549 test-auc:0.820905±0.015206 
[9392]  train-auc:0.880484±0.002550 test-auc:0.820905±0.015205 
[9393]  train-auc:0.880486±0.002551 test-auc:0.820902±0.015206 
[9394]  train-auc:0.880490±0.002553 test-auc:0.820899±0.015210 
[9395]  train-auc:0.880493±0.002552 test-auc:0.820898±0.015208 
[9396]  train-auc:0.880498±0.002555 test-auc:0.820899±0.015200 
[9397]  train-auc:0.880501±0.002554 test-auc:0.820892±0.015207 
[9398]  train-auc:0.880504±0.002553 test-auc:0.820895±0.015205 
[9399]  train-auc:0.880507±0.002553 test-auc:0.820891±0.015209 
[9400]  train-auc:0.880509±0.002557 test-auc:0.820889±0.015210 
[9401]  train-auc:0.880512±0.002556 test-auc:0.820891±0.015208 
[9402]  train-auc:0.880514±0.002555 test-auc:0.820892±0.015209 
[9403]  train-auc:0.880518±0.002557 test-auc:0.820895±0.015213 
[9404]  train-auc:0.880521±0.002556 test-auc:0.820895±0.015216 
[9405]  train-auc:0.880526±0.002556 test-auc:0.820896±0.015230 
[9406]  train-auc:0.880529±0.002555 test-auc:0.820895±0.015233 
[9407]  train-auc:0.880533±0.002552 test-auc:0.820900±0.015230 
[9408]  train-auc:0.880534±0.002552 test-auc:0.820903±0.015226 
[9409]  train-auc:0.880537±0.002552 test-auc:0.820910±0.015226 
[9410]  train-auc:0.880539±0.002551 test-auc:0.820907±0.015232 
[9411]  train-auc:0.880544±0.002554 test-auc:0.820908±0.015228 
[9412]  train-auc:0.880547±0.002554 test-auc:0.820906±0.015226 
[9413]  train-auc:0.880551±0.002555 test-auc:0.820904±0.015229 
[9414]  train-auc:0.880555±0.002552 test-auc:0.820906±0.015221 
[9415]  train-auc:0.880559±0.002553 test-auc:0.820906±0.015220 
[9416]  train-auc:0.880565±0.002550 test-auc:0.820916±0.015225 
[9417]  train-auc:0.880570±0.002553 test-auc:0.820919±0.015223 
[9418]  train-auc:0.880574±0.002553 test-auc:0.820922±0.015222 
[9419]  train-auc:0.880580±0.002552 test-auc:0.820926±0.015223 
[9420]  train-auc:0.880582±0.002550 test-auc:0.820922±0.015220 
[9421]  train-auc:0.880585±0.002549 test-auc:0.820930±0.015224 
[9422]  train-auc:0.880587±0.002549 test-auc:0.820925±0.015231 
[9423]  train-auc:0.880589±0.002548 test-auc:0.820922±0.015226 
[9424]  train-auc:0.880594±0.002549 test-auc:0.820926±0.015230 
[9425]  train-auc:0.880599±0.002546 test-auc:0.820928±0.015224 
[9426]  train-auc:0.880601±0.002547 test-auc:0.820930±0.015223 
[9427]  train-auc:0.880606±0.002546 test-auc:0.820933±0.015224 
[9428]  train-auc:0.880614±0.002542 test-auc:0.820934±0.015229 
[9429]  train-auc:0.880617±0.002539 test-auc:0.820936±0.015231 
[9430]  train-auc:0.880620±0.002537 test-auc:0.820937±0.015239 
[9431]  train-auc:0.880622±0.002537 test-auc:0.820936±0.015243 
[9432]  train-auc:0.880624±0.002536 test-auc:0.820941±0.015231 
[9433]  train-auc:0.880629±0.002534 test-auc:0.820940±0.015234 
[9434]  train-auc:0.880632±0.002533 test-auc:0.820940±0.015228 
[9435]  train-auc:0.880634±0.002534 test-auc:0.820937±0.015230 
[9436]  train-auc:0.880639±0.002536 test-auc:0.820941±0.015219 
[9437]  train-auc:0.880643±0.002537 test-auc:0.820941±0.015218 
[9438]  train-auc:0.880645±0.002536 test-auc:0.820944±0.015215 
[9439]  train-auc:0.880645±0.002535 test-auc:0.820941±0.015222 
[9440]  train-auc:0.880651±0.002537 test-auc:0.820952±0.015220 
[9441]  train-auc:0.880657±0.002536 test-auc:0.820950±0.015228 
[9442]  train-auc:0.880659±0.002536 test-auc:0.820952±0.015231 
[9443]  train-auc:0.880664±0.002535 test-auc:0.820949±0.015238 
[9444]  train-auc:0.880668±0.002535 test-auc:0.820950±0.015241 
[9445]  train-auc:0.880669±0.002537 test-auc:0.820951±0.015244 
[9446]  train-auc:0.880672±0.002537 test-auc:0.820952±0.015240 
[9447]  train-auc:0.880676±0.002538 test-auc:0.820953±0.015245 
[9448]  train-auc:0.880679±0.002538 test-auc:0.820953±0.015244 
[9449]  train-auc:0.880682±0.002539 test-auc:0.820949±0.015242 
[9450]  train-auc:0.880686±0.002537 test-auc:0.820952±0.015243 
[9451]  train-auc:0.880689±0.002537 test-auc:0.820951±0.015239 
[9452]  train-auc:0.880692±0.002539 test-auc:0.820951±0.015236 
[9453]  train-auc:0.880698±0.002538 test-auc:0.820956±0.015240 
[9454]  train-auc:0.880698±0.002536 test-auc:0.820955±0.015237 
[9455]  train-auc:0.880702±0.002538 test-auc:0.820959±0.015231 
[9456]  train-auc:0.880706±0.002538 test-auc:0.820963±0.015238 
[9457]  train-auc:0.880709±0.002537 test-auc:0.820965±0.015233 
[9458]  train-auc:0.880711±0.002538 test-auc:0.820964±0.015231 
[9459]  train-auc:0.880714±0.002539 test-auc:0.820966±0.015232 
[9460]  train-auc:0.880719±0.002537 test-auc:0.820967±0.015235 
[9461]  train-auc:0.880722±0.002536 test-auc:0.820970±0.015233 
[9462]  train-auc:0.880727±0.002536 test-auc:0.820969±0.015238 
[9463]  train-auc:0.880731±0.002534 test-auc:0.820968±0.015242 
[9464]  train-auc:0.880735±0.002534 test-auc:0.820969±0.015238 
[9465]  train-auc:0.880737±0.002532 test-auc:0.820972±0.015241 
[9466]  train-auc:0.880739±0.002532 test-auc:0.820974±0.015239 
[9467]  train-auc:0.880745±0.002532 test-auc:0.820969±0.015233 
[9468]  train-auc:0.880750±0.002528 test-auc:0.820973±0.015242 
[9469]  train-auc:0.880754±0.002529 test-auc:0.820962±0.015252 
[9470]  train-auc:0.880758±0.002530 test-auc:0.820959±0.015255 
[9471]  train-auc:0.880761±0.002527 test-auc:0.820961±0.015251 
[9472]  train-auc:0.880765±0.002529 test-auc:0.820955±0.015263 
[9473]  train-auc:0.880770±0.002531 test-auc:0.820956±0.015266 
[9474]  train-auc:0.880773±0.002531 test-auc:0.820956±0.015263 
[9475]  train-auc:0.880777±0.002531 test-auc:0.820961±0.015261 
[9476]  train-auc:0.880778±0.002532 test-auc:0.820959±0.015260 
[9477]  train-auc:0.880782±0.002531 test-auc:0.820966±0.015264 
[9478]  train-auc:0.880787±0.002529 test-auc:0.820965±0.015266 
[9479]  train-auc:0.880788±0.002529 test-auc:0.820970±0.015265 
[9480]  train-auc:0.880795±0.002530 test-auc:0.820966±0.015261 
[9481]  train-auc:0.880797±0.002532 test-auc:0.820967±0.015263 
[9482]  train-auc:0.880800±0.002531 test-auc:0.820967±0.015257 
[9483]  train-auc:0.880802±0.002532 test-auc:0.820969±0.015258 
[9484]  train-auc:0.880806±0.002534 test-auc:0.820973±0.015259 
[9485]  train-auc:0.880811±0.002532 test-auc:0.820976±0.015260 
[9486]  train-auc:0.880813±0.002533 test-auc:0.820977±0.015260 
[9487]  train-auc:0.880816±0.002533 test-auc:0.820979±0.015260 
[9488]  train-auc:0.880820±0.002531 test-auc:0.820984±0.015261 
[9489]  train-auc:0.880821±0.002532 test-auc:0.820981±0.015259 
[9490]  train-auc:0.880823±0.002532 test-auc:0.820982±0.015255 
[9491]  train-auc:0.880828±0.002536 test-auc:0.820984±0.015256 
[9492]  train-auc:0.880832±0.002536 test-auc:0.820984±0.015251 
[9493]  train-auc:0.880834±0.002535 test-auc:0.820983±0.015242 
[9494]  train-auc:0.880834±0.002534 test-auc:0.820987±0.015243 
[9495]  train-auc:0.880837±0.002535 test-auc:0.820984±0.015250 
[9496]  train-auc:0.880840±0.002536 test-auc:0.820984±0.015247 
[9497]  train-auc:0.880843±0.002535 test-auc:0.820983±0.015247 
[9498]  train-auc:0.880844±0.002534 test-auc:0.820983±0.015249 
[9499]  train-auc:0.880847±0.002534 test-auc:0.820984±0.015253 
[9500]  train-auc:0.880850±0.002534 test-auc:0.820978±0.015258 
[9501]  train-auc:0.880854±0.002533 test-auc:0.820982±0.015266 
[9502]  train-auc:0.880859±0.002532 test-auc:0.820984±0.015273 
[9503]  train-auc:0.880863±0.002533 test-auc:0.820984±0.015276 
[9504]  train-auc:0.880866±0.002533 test-auc:0.820980±0.015275 
[9505]  train-auc:0.880869±0.002533 test-auc:0.820980±0.015288 
[9506]  train-auc:0.880871±0.002532 test-auc:0.820980±0.015281 
[9507]  train-auc:0.880873±0.002533 test-auc:0.820979±0.015279 
[9508]  train-auc:0.880875±0.002534 test-auc:0.820976±0.015273 
[9509]  train-auc:0.880878±0.002533 test-auc:0.820979±0.015277 
[9510]  train-auc:0.880881±0.002531 test-auc:0.820982±0.015274 
[9511]  train-auc:0.880885±0.002533 test-auc:0.820992±0.015264 
[9512]  train-auc:0.880890±0.002534 test-auc:0.820994±0.015259 
[9513]  train-auc:0.880891±0.002535 test-auc:0.820994±0.015259 
[9514]  train-auc:0.880894±0.002536 test-auc:0.820997±0.015256 
[9515]  train-auc:0.880897±0.002538 test-auc:0.820999±0.015258 
[9516]  train-auc:0.880900±0.002539 test-auc:0.821005±0.015254 
[9517]  train-auc:0.880902±0.002538 test-auc:0.821002±0.015255 
[9518]  train-auc:0.880904±0.002539 test-auc:0.821001±0.015251 
[9519]  train-auc:0.880905±0.002538 test-auc:0.821008±0.015250 
[9520]  train-auc:0.880908±0.002540 test-auc:0.821012±0.015242 
[9521]  train-auc:0.880912±0.002539 test-auc:0.821015±0.015240 
[9522]  train-auc:0.880913±0.002539 test-auc:0.821019±0.015243 
[9523]  train-auc:0.880915±0.002538 test-auc:0.821017±0.015243 
[9524]  train-auc:0.880920±0.002540 test-auc:0.821018±0.015242 
[9525]  train-auc:0.880922±0.002539 test-auc:0.821015±0.015244 
[9526]  train-auc:0.880926±0.002536 test-auc:0.821022±0.015241 
[9527]  train-auc:0.880929±0.002535 test-auc:0.821021±0.015240 
[9528]  train-auc:0.880935±0.002535 test-auc:0.821027±0.015236 
[9529]  train-auc:0.880939±0.002534 test-auc:0.821026±0.015243 
[9530]  train-auc:0.880944±0.002540 test-auc:0.821031±0.015242 
[9531]  train-auc:0.880947±0.002540 test-auc:0.821027±0.015240 
[9532]  train-auc:0.880948±0.002541 test-auc:0.821030±0.015239 
[9533]  train-auc:0.880950±0.002542 test-auc:0.821029±0.015238 
[9534]  train-auc:0.880953±0.002542 test-auc:0.821037±0.015237 
[9535]  train-auc:0.880956±0.002541 test-auc:0.821037±0.015235 
[9536]  train-auc:0.880959±0.002541 test-auc:0.821040±0.015240 
[9537]  train-auc:0.880962±0.002541 test-auc:0.821036±0.015239 
[9538]  train-auc:0.880965±0.002540 test-auc:0.821032±0.015235 
[9539]  train-auc:0.880967±0.002542 test-auc:0.821036±0.015232 
[9540]  train-auc:0.880969±0.002542 test-auc:0.821037±0.015232 
[9541]  train-auc:0.880972±0.002544 test-auc:0.821036±0.015229 
[9542]  train-auc:0.880975±0.002541 test-auc:0.821039±0.015224 
[9543]  train-auc:0.880979±0.002544 test-auc:0.821028±0.015227 
[9544]  train-auc:0.880981±0.002544 test-auc:0.821027±0.015227 
[9545]  train-auc:0.880984±0.002548 test-auc:0.821031±0.015217 
[9546]  train-auc:0.880987±0.002549 test-auc:0.821031±0.015215 
[9547]  train-auc:0.880988±0.002548 test-auc:0.821028±0.015217 
[9548]  train-auc:0.880993±0.002551 test-auc:0.821039±0.015218 
[9549]  train-auc:0.880997±0.002550 test-auc:0.821036±0.015217 
[9550]  train-auc:0.880999±0.002550 test-auc:0.821038±0.015215 
[9551]  train-auc:0.881001±0.002551 test-auc:0.821036±0.015217 
[9552]  train-auc:0.881006±0.002551 test-auc:0.821041±0.015227 
[9553]  train-auc:0.881008±0.002549 test-auc:0.821042±0.015216 
[9554]  train-auc:0.881011±0.002548 test-auc:0.821041±0.015221 
[9555]  train-auc:0.881013±0.002547 test-auc:0.821049±0.015222 
[9556]  train-auc:0.881017±0.002546 test-auc:0.821046±0.015219 
[9557]  train-auc:0.881021±0.002550 test-auc:0.821043±0.015220 
[9558]  train-auc:0.881028±0.002546 test-auc:0.821043±0.015219 
[9559]  train-auc:0.881032±0.002546 test-auc:0.821053±0.015216 
[9560]  train-auc:0.881035±0.002547 test-auc:0.821055±0.015216 
[9561]  train-auc:0.881040±0.002547 test-auc:0.821051±0.015223 
[9562]  train-auc:0.881043±0.002546 test-auc:0.821056±0.015229 
[9563]  train-auc:0.881048±0.002546 test-auc:0.821056±0.015223 
[9564]  train-auc:0.881052±0.002549 test-auc:0.821062±0.015210 
[9565]  train-auc:0.881054±0.002549 test-auc:0.821061±0.015207 
[9566]  train-auc:0.881056±0.002550 test-auc:0.821061±0.015217 
[9567]  train-auc:0.881058±0.002548 test-auc:0.821063±0.015215 
[9568]  train-auc:0.881060±0.002548 test-auc:0.821058±0.015211 
[9569]  train-auc:0.881062±0.002548 test-auc:0.821057±0.015208 
[9570]  train-auc:0.881064±0.002547 test-auc:0.821061±0.015207 
[9571]  train-auc:0.881068±0.002546 test-auc:0.821058±0.015208 
[9572]  train-auc:0.881071±0.002545 test-auc:0.821062±0.015206 
[9573]  train-auc:0.881073±0.002544 test-auc:0.821070±0.015208 
[9574]  train-auc:0.881078±0.002542 test-auc:0.821073±0.015200 
[9575]  train-auc:0.881080±0.002542 test-auc:0.821070±0.015196 
[9576]  train-auc:0.881084±0.002541 test-auc:0.821072±0.015196 
[9577]  train-auc:0.881090±0.002539 test-auc:0.821072±0.015197 
[9578]  train-auc:0.881094±0.002539 test-auc:0.821068±0.015198 
[9579]  train-auc:0.881096±0.002539 test-auc:0.821068±0.015199 
[9580]  train-auc:0.881099±0.002538 test-auc:0.821070±0.015198 
[9581]  train-auc:0.881101±0.002539 test-auc:0.821070±0.015196 
[9582]  train-auc:0.881103±0.002538 test-auc:0.821067±0.015194 
[9583]  train-auc:0.881107±0.002537 test-auc:0.821066±0.015198 
[9584]  train-auc:0.881109±0.002536 test-auc:0.821074±0.015198 
[9585]  train-auc:0.881111±0.002535 test-auc:0.821077±0.015194 
[9586]  train-auc:0.881113±0.002536 test-auc:0.821075±0.015194 
[9587]  train-auc:0.881116±0.002537 test-auc:0.821078±0.015193 
[9588]  train-auc:0.881118±0.002537 test-auc:0.821075±0.015200 
[9589]  train-auc:0.881118±0.002536 test-auc:0.821077±0.015198 
[9590]  train-auc:0.881121±0.002535 test-auc:0.821079±0.015192 
[9591]  train-auc:0.881123±0.002536 test-auc:0.821080±0.015192 
[9592]  train-auc:0.881126±0.002535 test-auc:0.821076±0.015193 
[9593]  train-auc:0.881127±0.002536 test-auc:0.821073±0.015194 
[9594]  train-auc:0.881130±0.002536 test-auc:0.821076±0.015195 
[9595]  train-auc:0.881132±0.002536 test-auc:0.821070±0.015192 
[9596]  train-auc:0.881135±0.002537 test-auc:0.821068±0.015197 
[9597]  train-auc:0.881138±0.002534 test-auc:0.821063±0.015190 
[9598]  train-auc:0.881142±0.002534 test-auc:0.821065±0.015190 
[9599]  train-auc:0.881145±0.002535 test-auc:0.821069±0.015184 
[9600]  train-auc:0.881151±0.002531 test-auc:0.821072±0.015200 
[9601]  train-auc:0.881153±0.002531 test-auc:0.821072±0.015200 
[9602]  train-auc:0.881157±0.002531 test-auc:0.821071±0.015199 
[9603]  train-auc:0.881160±0.002531 test-auc:0.821069±0.015194 
[9604]  train-auc:0.881162±0.002531 test-auc:0.821074±0.015194 
[9605]  train-auc:0.881165±0.002531 test-auc:0.821077±0.015187 
[9606]  train-auc:0.881168±0.002532 test-auc:0.821074±0.015187 
[9607]  train-auc:0.881172±0.002531 test-auc:0.821072±0.015184 
[9608]  train-auc:0.881177±0.002528 test-auc:0.821080±0.015187 
[9609]  train-auc:0.881180±0.002529 test-auc:0.821083±0.015185 
[9610]  train-auc:0.881183±0.002530 test-auc:0.821083±0.015186 
[9611]  train-auc:0.881188±0.002532 test-auc:0.821085±0.015184 
[9612]  train-auc:0.881192±0.002528 test-auc:0.821084±0.015184 
[9613]  train-auc:0.881195±0.002531 test-auc:0.821078±0.015191 
[9614]  train-auc:0.881198±0.002529 test-auc:0.821084±0.015189 
[9615]  train-auc:0.881202±0.002530 test-auc:0.821090±0.015182 
[9616]  train-auc:0.881206±0.002531 test-auc:0.821091±0.015182 
[9617]  train-auc:0.881208±0.002532 test-auc:0.821086±0.015186 
[9618]  train-auc:0.881210±0.002532 test-auc:0.821084±0.015183 
[9619]  train-auc:0.881211±0.002532 test-auc:0.821083±0.015182 
[9620]  train-auc:0.881215±0.002533 test-auc:0.821082±0.015176 
[9621]  train-auc:0.881217±0.002532 test-auc:0.821085±0.015178 
[9622]  train-auc:0.881222±0.002531 test-auc:0.821087±0.015173 
[9623]  train-auc:0.881224±0.002531 test-auc:0.821091±0.015179 
[9624]  train-auc:0.881226±0.002529 test-auc:0.821092±0.015179 
[9625]  train-auc:0.881229±0.002529 test-auc:0.821090±0.015179 
[9626]  train-auc:0.881231±0.002529 test-auc:0.821095±0.015173 
[9627]  train-auc:0.881235±0.002532 test-auc:0.821095±0.015176 
[9628]  train-auc:0.881240±0.002535 test-auc:0.821096±0.015174 
[9629]  train-auc:0.881245±0.002538 test-auc:0.821094±0.015176 
[9630]  train-auc:0.881249±0.002538 test-auc:0.821097±0.015180 
[9631]  train-auc:0.881252±0.002539 test-auc:0.821094±0.015178 
[9632]  train-auc:0.881256±0.002538 test-auc:0.821091±0.015177 
[9633]  train-auc:0.881259±0.002538 test-auc:0.821088±0.015186 
[9634]  train-auc:0.881261±0.002538 test-auc:0.821089±0.015188 
[9635]  train-auc:0.881264±0.002542 test-auc:0.821094±0.015185 
[9636]  train-auc:0.881265±0.002542 test-auc:0.821095±0.015183 
[9637]  train-auc:0.881268±0.002543 test-auc:0.821091±0.015180 
[9638]  train-auc:0.881270±0.002542 test-auc:0.821092±0.015176 
[9639]  train-auc:0.881271±0.002542 test-auc:0.821092±0.015172 
[9640]  train-auc:0.881274±0.002540 test-auc:0.821094±0.015177 
[9641]  train-auc:0.881278±0.002539 test-auc:0.821089±0.015189 
[9642]  train-auc:0.881280±0.002543 test-auc:0.821094±0.015182 
[9643]  train-auc:0.881281±0.002543 test-auc:0.821095±0.015188 
[9644]  train-auc:0.881284±0.002543 test-auc:0.821092±0.015189 
[9645]  train-auc:0.881287±0.002542 test-auc:0.821093±0.015189 
[9646]  train-auc:0.881289±0.002541 test-auc:0.821096±0.015190 
[9647]  train-auc:0.881290±0.002541 test-auc:0.821094±0.015186 
[9648]  train-auc:0.881292±0.002539 test-auc:0.821092±0.015189 
[9649]  train-auc:0.881293±0.002540 test-auc:0.821093±0.015184 
[9650]  train-auc:0.881295±0.002539 test-auc:0.821089±0.015180 
[9651]  train-auc:0.881298±0.002538 test-auc:0.821097±0.015176 
[9652]  train-auc:0.881300±0.002539 test-auc:0.821096±0.015179 
[9653]  train-auc:0.881302±0.002539 test-auc:0.821100±0.015178 
[9654]  train-auc:0.881305±0.002539 test-auc:0.821100±0.015179 
[9655]  train-auc:0.881307±0.002538 test-auc:0.821100±0.015177 
[9656]  train-auc:0.881308±0.002538 test-auc:0.821096±0.015165 
[9657]  train-auc:0.881311±0.002536 test-auc:0.821100±0.015159 
[9658]  train-auc:0.881314±0.002536 test-auc:0.821096±0.015156 
[9659]  train-auc:0.881318±0.002537 test-auc:0.821095±0.015157 
[9660]  train-auc:0.881319±0.002536 test-auc:0.821093±0.015156 
[9661]  train-auc:0.881325±0.002536 test-auc:0.821100±0.015147 
[9662]  train-auc:0.881325±0.002537 test-auc:0.821102±0.015154 
[9663]  train-auc:0.881326±0.002537 test-auc:0.821105±0.015156 
[9664]  train-auc:0.881329±0.002537 test-auc:0.821111±0.015143 
[9665]  train-auc:0.881334±0.002537 test-auc:0.821113±0.015140 
[9666]  train-auc:0.881338±0.002539 test-auc:0.821110±0.015145 
[9667]  train-auc:0.881342±0.002537 test-auc:0.821119±0.015149 
[9668]  train-auc:0.881344±0.002537 test-auc:0.821119±0.015144 
[9669]  train-auc:0.881348±0.002540 test-auc:0.821122±0.015133 
[9670]  train-auc:0.881350±0.002541 test-auc:0.821122±0.015130 
[9671]  train-auc:0.881355±0.002540 test-auc:0.821121±0.015128 
[9672]  train-auc:0.881358±0.002540 test-auc:0.821114±0.015127 
[9673]  train-auc:0.881361±0.002540 test-auc:0.821122±0.015132 
[9674]  train-auc:0.881363±0.002540 test-auc:0.821123±0.015127 
[9675]  train-auc:0.881366±0.002539 test-auc:0.821119±0.015128 
[9676]  train-auc:0.881368±0.002539 test-auc:0.821113±0.015129 
[9677]  train-auc:0.881369±0.002538 test-auc:0.821116±0.015124 
[9678]  train-auc:0.881372±0.002539 test-auc:0.821113±0.015126 
[9679]  train-auc:0.881376±0.002538 test-auc:0.821118±0.015123 
[9680]  train-auc:0.881380±0.002541 test-auc:0.821122±0.015122 
[9681]  train-auc:0.881382±0.002541 test-auc:0.821124±0.015121 
[9682]  train-auc:0.881383±0.002541 test-auc:0.821123±0.015123 
[9683]  train-auc:0.881384±0.002540 test-auc:0.821126±0.015128 
[9684]  train-auc:0.881387±0.002541 test-auc:0.821125±0.015129 
[9685]  train-auc:0.881391±0.002540 test-auc:0.821129±0.015123 
[9686]  train-auc:0.881396±0.002541 test-auc:0.821127±0.015133 
[9687]  train-auc:0.881397±0.002541 test-auc:0.821131±0.015131 
[9688]  train-auc:0.881398±0.002540 test-auc:0.821134±0.015137 
[9689]  train-auc:0.881402±0.002539 test-auc:0.821129±0.015139 
[9690]  train-auc:0.881404±0.002539 test-auc:0.821130±0.015138 
[9691]  train-auc:0.881406±0.002540 test-auc:0.821129±0.015139 
[9692]  train-auc:0.881408±0.002539 test-auc:0.821135±0.015138 
[9693]  train-auc:0.881411±0.002540 test-auc:0.821134±0.015134 
[9694]  train-auc:0.881414±0.002539 test-auc:0.821133±0.015138 
[9695]  train-auc:0.881418±0.002541 test-auc:0.821131±0.015136 
[9696]  train-auc:0.881419±0.002542 test-auc:0.821136±0.015134 
[9697]  train-auc:0.881420±0.002544 test-auc:0.821135±0.015138 
[9698]  train-auc:0.881425±0.002541 test-auc:0.821126±0.015140 
[9699]  train-auc:0.881428±0.002539 test-auc:0.821126±0.015136 
[9700]  train-auc:0.881428±0.002539 test-auc:0.821126±0.015134 
[9701]  train-auc:0.881432±0.002539 test-auc:0.821124±0.015128 
[9702]  train-auc:0.881434±0.002540 test-auc:0.821127±0.015130 
[9703]  train-auc:0.881436±0.002540 test-auc:0.821129±0.015132 
[9704]  train-auc:0.881438±0.002541 test-auc:0.821132±0.015129 
[9705]  train-auc:0.881441±0.002540 test-auc:0.821133±0.015131 
[9706]  train-auc:0.881442±0.002539 test-auc:0.821135±0.015129 
[9707]  train-auc:0.881445±0.002540 test-auc:0.821131±0.015130 
[9708]  train-auc:0.881447±0.002538 test-auc:0.821130±0.015124 
[9709]  train-auc:0.881450±0.002536 test-auc:0.821137±0.015126 
[9710]  train-auc:0.881453±0.002536 test-auc:0.821141±0.015119 
[9711]  train-auc:0.881455±0.002536 test-auc:0.821145±0.015119 
[9712]  train-auc:0.881461±0.002539 test-auc:0.821147±0.015120 
[9713]  train-auc:0.881463±0.002539 test-auc:0.821150±0.015115 
[9714]  train-auc:0.881466±0.002539 test-auc:0.821150±0.015114 
[9715]  train-auc:0.881469±0.002539 test-auc:0.821152±0.015111 
[9716]  train-auc:0.881470±0.002539 test-auc:0.821152±0.015111 
[9717]  train-auc:0.881473±0.002539 test-auc:0.821146±0.015115 
[9718]  train-auc:0.881479±0.002538 test-auc:0.821146±0.015121 
[9719]  train-auc:0.881481±0.002537 test-auc:0.821141±0.015125 
[9720]  train-auc:0.881483±0.002537 test-auc:0.821145±0.015128 
[9721]  train-auc:0.881485±0.002538 test-auc:0.821150±0.015121 
[9722]  train-auc:0.881487±0.002539 test-auc:0.821146±0.015115 
[9723]  train-auc:0.881491±0.002538 test-auc:0.821142±0.015120 
[9724]  train-auc:0.881494±0.002538 test-auc:0.821138±0.015122 
[9725]  train-auc:0.881499±0.002539 test-auc:0.821137±0.015127 
[9726]  train-auc:0.881501±0.002539 test-auc:0.821140±0.015131 
[9727]  train-auc:0.881507±0.002540 test-auc:0.821142±0.015131 
[9728]  train-auc:0.881514±0.002539 test-auc:0.821139±0.015122 
[9729]  train-auc:0.881516±0.002539 test-auc:0.821140±0.015122 
[9730]  train-auc:0.881520±0.002538 test-auc:0.821142±0.015117 
[9731]  train-auc:0.881523±0.002538 test-auc:0.821139±0.015119 
[9732]  train-auc:0.881525±0.002539 test-auc:0.821137±0.015122 
[9733]  train-auc:0.881529±0.002540 test-auc:0.821139±0.015128 
[9734]  train-auc:0.881532±0.002539 test-auc:0.821134±0.015126 
[9735]  train-auc:0.881534±0.002540 test-auc:0.821140±0.015122 
[9736]  train-auc:0.881535±0.002539 test-auc:0.821142±0.015120 
[9737]  train-auc:0.881540±0.002540 test-auc:0.821140±0.015119 
[9738]  train-auc:0.881542±0.002540 test-auc:0.821142±0.015116 
[9739]  train-auc:0.881544±0.002540 test-auc:0.821136±0.015120 
[9740]  train-auc:0.881547±0.002540 test-auc:0.821136±0.015119 
[9741]  train-auc:0.881551±0.002540 test-auc:0.821128±0.015119 
[9742]  train-auc:0.881555±0.002539 test-auc:0.821131±0.015115 
[9743]  train-auc:0.881555±0.002539 test-auc:0.821132±0.015115 
[9744]  train-auc:0.881556±0.002538 test-auc:0.821132±0.015112 
[9745]  train-auc:0.881559±0.002539 test-auc:0.821134±0.015112 
[9746]  train-auc:0.881562±0.002539 test-auc:0.821135±0.015110 
[9747]  train-auc:0.881564±0.002538 test-auc:0.821136±0.015118 
[9748]  train-auc:0.881566±0.002540 test-auc:0.821134±0.015115 
[9749]  train-auc:0.881567±0.002540 test-auc:0.821137±0.015108 
[9750]  train-auc:0.881570±0.002540 test-auc:0.821138±0.015109 
[9751]  train-auc:0.881573±0.002540 test-auc:0.821143±0.015104 
[9752]  train-auc:0.881576±0.002541 test-auc:0.821141±0.015105 
[9753]  train-auc:0.881579±0.002541 test-auc:0.821141±0.015114 
[9754]  train-auc:0.881581±0.002540 test-auc:0.821146±0.015112 
[9755]  train-auc:0.881584±0.002539 test-auc:0.821147±0.015113 
[9756]  train-auc:0.881586±0.002539 test-auc:0.821151±0.015109 
[9757]  train-auc:0.881587±0.002538 test-auc:0.821150±0.015106 
[9758]  train-auc:0.881591±0.002536 test-auc:0.821152±0.015109 
[9759]  train-auc:0.881595±0.002537 test-auc:0.821146±0.015112 
[9760]  train-auc:0.881597±0.002538 test-auc:0.821148±0.015114 
[9761]  train-auc:0.881599±0.002538 test-auc:0.821148±0.015118 
[9762]  train-auc:0.881602±0.002538 test-auc:0.821145±0.015114 
[9763]  train-auc:0.881603±0.002538 test-auc:0.821146±0.015112 
[9764]  train-auc:0.881605±0.002536 test-auc:0.821145±0.015111 
[9765]  train-auc:0.881609±0.002537 test-auc:0.821148±0.015104 
[9766]  train-auc:0.881610±0.002538 test-auc:0.821149±0.015104 
[9767]  train-auc:0.881613±0.002538 test-auc:0.821150±0.015103 
[9768]  train-auc:0.881615±0.002539 test-auc:0.821151±0.015103 
[9769]  train-auc:0.881618±0.002540 test-auc:0.821148±0.015101 
[9770]  train-auc:0.881621±0.002542 test-auc:0.821146±0.015096 
[9771]  train-auc:0.881624±0.002543 test-auc:0.821151±0.015097 
[9772]  train-auc:0.881627±0.002543 test-auc:0.821156±0.015091 
[9773]  train-auc:0.881630±0.002543 test-auc:0.821154±0.015093 
[9774]  train-auc:0.881632±0.002542 test-auc:0.821148±0.015091 
[9775]  train-auc:0.881635±0.002543 test-auc:0.821148±0.015096 
[9776]  train-auc:0.881636±0.002541 test-auc:0.821148±0.015095 
[9777]  train-auc:0.881639±0.002541 test-auc:0.821143±0.015099 
[9778]  train-auc:0.881643±0.002539 test-auc:0.821147±0.015098 
[9779]  train-auc:0.881645±0.002538 test-auc:0.821152±0.015100 
[9780]  train-auc:0.881652±0.002536 test-auc:0.821151±0.015109 
[9781]  train-auc:0.881654±0.002536 test-auc:0.821156±0.015106 
[9782]  train-auc:0.881656±0.002537 test-auc:0.821151±0.015103 
[9783]  train-auc:0.881658±0.002538 test-auc:0.821152±0.015103 
[9784]  train-auc:0.881660±0.002539 test-auc:0.821158±0.015108 
[9785]  train-auc:0.881663±0.002540 test-auc:0.821165±0.015105 
[9786]  train-auc:0.881666±0.002540 test-auc:0.821166±0.015106 
[9787]  train-auc:0.881666±0.002540 test-auc:0.821163±0.015107 
[9788]  train-auc:0.881671±0.002541 test-auc:0.821163±0.015100 
[9789]  train-auc:0.881675±0.002539 test-auc:0.821160±0.015103 
[9790]  train-auc:0.881679±0.002540 test-auc:0.821162±0.015101 
[9791]  train-auc:0.881684±0.002540 test-auc:0.821165±0.015104 
[9792]  train-auc:0.881688±0.002542 test-auc:0.821175±0.015096 
[9793]  train-auc:0.881691±0.002542 test-auc:0.821175±0.015090 
[9794]  train-auc:0.881693±0.002543 test-auc:0.821177±0.015088 
[9795]  train-auc:0.881694±0.002543 test-auc:0.821172±0.015087 
[9796]  train-auc:0.881697±0.002543 test-auc:0.821187±0.015080 
[9797]  train-auc:0.881700±0.002542 test-auc:0.821188±0.015082 
[9798]  train-auc:0.881703±0.002540 test-auc:0.821187±0.015084 
[9799]  train-auc:0.881707±0.002541 test-auc:0.821181±0.015079 
[9800]  train-auc:0.881708±0.002541 test-auc:0.821181±0.015082 
[9801]  train-auc:0.881710±0.002541 test-auc:0.821179±0.015086 
[9802]  train-auc:0.881714±0.002539 test-auc:0.821184±0.015085 
[9803]  train-auc:0.881715±0.002538 test-auc:0.821190±0.015087 
[9804]  train-auc:0.881718±0.002539 test-auc:0.821183±0.015087 
[9805]  train-auc:0.881720±0.002541 test-auc:0.821190±0.015086 
[9806]  train-auc:0.881722±0.002541 test-auc:0.821189±0.015086 
[9807]  train-auc:0.881725±0.002541 test-auc:0.821195±0.015075 
[9808]  train-auc:0.881727±0.002542 test-auc:0.821198±0.015080 
[9809]  train-auc:0.881729±0.002542 test-auc:0.821199±0.015072 
[9810]  train-auc:0.881734±0.002541 test-auc:0.821199±0.015069 
[9811]  train-auc:0.881737±0.002540 test-auc:0.821189±0.015072 
[9812]  train-auc:0.881738±0.002539 test-auc:0.821192±0.015072 
[9813]  train-auc:0.881743±0.002539 test-auc:0.821194±0.015072 
[9814]  train-auc:0.881748±0.002538 test-auc:0.821199±0.015070 
[9815]  train-auc:0.881752±0.002539 test-auc:0.821199±0.015070 
[9816]  train-auc:0.881755±0.002539 test-auc:0.821204±0.015067 
[9817]  train-auc:0.881757±0.002539 test-auc:0.821211±0.015050 
[9818]  train-auc:0.881763±0.002541 test-auc:0.821216±0.015047 
[9819]  train-auc:0.881766±0.002541 test-auc:0.821216±0.015050 
[9820]  train-auc:0.881767±0.002541 test-auc:0.821218±0.015050 
[9821]  train-auc:0.881771±0.002540 test-auc:0.821213±0.015049 
[9822]  train-auc:0.881775±0.002541 test-auc:0.821217±0.015047 
[9823]  train-auc:0.881777±0.002541 test-auc:0.821207±0.015049 
[9824]  train-auc:0.881778±0.002542 test-auc:0.821214±0.015050 
[9825]  train-auc:0.881780±0.002541 test-auc:0.821210±0.015047 
[9826]  train-auc:0.881782±0.002540 test-auc:0.821210±0.015044 
[9827]  train-auc:0.881785±0.002540 test-auc:0.821213±0.015046 
[9828]  train-auc:0.881787±0.002543 test-auc:0.821216±0.015048 
[9829]  train-auc:0.881791±0.002543 test-auc:0.821217±0.015051 
[9830]  train-auc:0.881792±0.002542 test-auc:0.821215±0.015051 
[9831]  train-auc:0.881795±0.002541 test-auc:0.821211±0.015056 
[9832]  train-auc:0.881799±0.002539 test-auc:0.821212±0.015053 
[9833]  train-auc:0.881801±0.002540 test-auc:0.821221±0.015058 
[9834]  train-auc:0.881802±0.002540 test-auc:0.821220±0.015052 
[9835]  train-auc:0.881804±0.002541 test-auc:0.821218±0.015055 
[9836]  train-auc:0.881806±0.002542 test-auc:0.821215±0.015057 
[9837]  train-auc:0.881808±0.002543 test-auc:0.821218±0.015053 
[9838]  train-auc:0.881811±0.002543 test-auc:0.821219±0.015056 
[9839]  train-auc:0.881814±0.002546 test-auc:0.821222±0.015052 
[9840]  train-auc:0.881815±0.002547 test-auc:0.821218±0.015055 
[9841]  train-auc:0.881817±0.002547 test-auc:0.821220±0.015055 
[9842]  train-auc:0.881818±0.002545 test-auc:0.821223±0.015053 
[9843]  train-auc:0.881821±0.002545 test-auc:0.821224±0.015057 
[9844]  train-auc:0.881824±0.002544 test-auc:0.821227±0.015063 
[9845]  train-auc:0.881828±0.002544 test-auc:0.821226±0.015062 
[9846]  train-auc:0.881833±0.002547 test-auc:0.821239±0.015060 
[9847]  train-auc:0.881834±0.002546 test-auc:0.821239±0.015056 
[9848]  train-auc:0.881836±0.002546 test-auc:0.821240±0.015059 
[9849]  train-auc:0.881839±0.002545 test-auc:0.821243±0.015062 
[9850]  train-auc:0.881842±0.002545 test-auc:0.821242±0.015063 
[9851]  train-auc:0.881844±0.002544 test-auc:0.821245±0.015062 
[9852]  train-auc:0.881846±0.002545 test-auc:0.821243±0.015056 
[9853]  train-auc:0.881850±0.002544 test-auc:0.821239±0.015053 
[9854]  train-auc:0.881852±0.002547 test-auc:0.821242±0.015057 
[9855]  train-auc:0.881854±0.002547 test-auc:0.821240±0.015056 
[9856]  train-auc:0.881856±0.002548 test-auc:0.821238±0.015060 
[9857]  train-auc:0.881858±0.002548 test-auc:0.821234±0.015061 
[9858]  train-auc:0.881859±0.002546 test-auc:0.821234±0.015061 
[9859]  train-auc:0.881862±0.002548 test-auc:0.821239±0.015061 
[9860]  train-auc:0.881866±0.002551 test-auc:0.821241±0.015055 
[9861]  train-auc:0.881868±0.002551 test-auc:0.821244±0.015049 
[9862]  train-auc:0.881871±0.002553 test-auc:0.821242±0.015051 
[9863]  train-auc:0.881872±0.002553 test-auc:0.821247±0.015051 
[9864]  train-auc:0.881873±0.002554 test-auc:0.821243±0.015051 
[9865]  train-auc:0.881876±0.002554 test-auc:0.821243±0.015045 
[9866]  train-auc:0.881878±0.002554 test-auc:0.821239±0.015050 
[9867]  train-auc:0.881882±0.002555 test-auc:0.821246±0.015048 
[9868]  train-auc:0.881885±0.002553 test-auc:0.821242±0.015054 
[9869]  train-auc:0.881888±0.002552 test-auc:0.821239±0.015057 
[9870]  train-auc:0.881891±0.002553 test-auc:0.821240±0.015052 
[9871]  train-auc:0.881894±0.002554 test-auc:0.821239±0.015049 
[9872]  train-auc:0.881899±0.002556 test-auc:0.821241±0.015045 
[9873]  train-auc:0.881900±0.002555 test-auc:0.821241±0.015047 
[9874]  train-auc:0.881903±0.002555 test-auc:0.821238±0.015048 
[9875]  train-auc:0.881907±0.002557 test-auc:0.821240±0.015043 
[9876]  train-auc:0.881909±0.002557 test-auc:0.821239±0.015043 
[9877]  train-auc:0.881910±0.002557 test-auc:0.821236±0.015042 
[9878]  train-auc:0.881913±0.002557 test-auc:0.821238±0.015035 
[9879]  train-auc:0.881915±0.002556 test-auc:0.821238±0.015034 
[9880]  train-auc:0.881920±0.002556 test-auc:0.821236±0.015024 
[9881]  train-auc:0.881923±0.002554 test-auc:0.821241±0.015024 
[9882]  train-auc:0.881925±0.002553 test-auc:0.821240±0.015025 
[9883]  train-auc:0.881928±0.002553 test-auc:0.821242±0.015028 
[9884]  train-auc:0.881931±0.002553 test-auc:0.821241±0.015028 
[9885]  train-auc:0.881934±0.002552 test-auc:0.821241±0.015030 
[9886]  train-auc:0.881936±0.002551 test-auc:0.821245±0.015029 
[9887]  train-auc:0.881939±0.002552 test-auc:0.821248±0.015026 
[9888]  train-auc:0.881942±0.002551 test-auc:0.821244±0.015029 
[9889]  train-auc:0.881945±0.002551 test-auc:0.821251±0.015029 
[9890]  train-auc:0.881946±0.002550 test-auc:0.821255±0.015026 
[9891]  train-auc:0.881948±0.002550 test-auc:0.821255±0.015029 
[9892]  train-auc:0.881950±0.002551 test-auc:0.821254±0.015030 
[9893]  train-auc:0.881952±0.002551 test-auc:0.821251±0.015025 
[9894]  train-auc:0.881955±0.002551 test-auc:0.821254±0.015027 
[9895]  train-auc:0.881959±0.002551 test-auc:0.821250±0.015022 
[9896]  train-auc:0.881961±0.002550 test-auc:0.821251±0.015012 
[9897]  train-auc:0.881964±0.002549 test-auc:0.821252±0.015010 
[9898]  train-auc:0.881967±0.002548 test-auc:0.821248±0.015010 
[9899]  train-auc:0.881970±0.002548 test-auc:0.821250±0.015008 
[9900]  train-auc:0.881972±0.002548 test-auc:0.821249±0.015008 
[9901]  train-auc:0.881975±0.002548 test-auc:0.821250±0.015002 
[9902]  train-auc:0.881981±0.002547 test-auc:0.821248±0.015005 
[9903]  train-auc:0.881983±0.002549 test-auc:0.821243±0.015005 
[9904]  train-auc:0.881985±0.002549 test-auc:0.821247±0.015001 
[9905]  train-auc:0.881988±0.002549 test-auc:0.821240±0.015003 
[9906]  train-auc:0.881989±0.002548 test-auc:0.821244±0.015003 
[9907]  train-auc:0.881992±0.002548 test-auc:0.821246±0.015002 
[9908]  train-auc:0.881995±0.002546 test-auc:0.821244±0.014997 
[9909]  train-auc:0.881998±0.002546 test-auc:0.821247±0.015000 
[9910]  train-auc:0.882001±0.002547 test-auc:0.821244±0.015003 
[9911]  train-auc:0.882004±0.002548 test-auc:0.821243±0.015002 
[9912]  train-auc:0.882008±0.002545 test-auc:0.821237±0.014995 
[9913]  train-auc:0.882011±0.002544 test-auc:0.821238±0.014996 
[9914]  train-auc:0.882013±0.002546 test-auc:0.821243±0.014997 
[9915]  train-auc:0.882016±0.002545 test-auc:0.821239±0.014996 
[9916]  train-auc:0.882020±0.002543 test-auc:0.821237±0.015001 
[9917]  train-auc:0.882024±0.002544 test-auc:0.821245±0.014992 
[9918]  train-auc:0.882026±0.002544 test-auc:0.821243±0.014996 
[9919]  train-auc:0.882027±0.002544 test-auc:0.821244±0.014997 
[9920]  train-auc:0.882031±0.002546 test-auc:0.821243±0.014998 
[9921]  train-auc:0.882033±0.002547 test-auc:0.821239±0.015000 
[9922]  train-auc:0.882036±0.002548 test-auc:0.821243±0.014998 
[9923]  train-auc:0.882039±0.002547 test-auc:0.821243±0.014996 
[9924]  train-auc:0.882040±0.002547 test-auc:0.821244±0.014999 
[9925]  train-auc:0.882045±0.002548 test-auc:0.821244±0.014997 
[9926]  train-auc:0.882048±0.002547 test-auc:0.821249±0.014994 
[9927]  train-auc:0.882052±0.002546 test-auc:0.821244±0.014996 
[9928]  train-auc:0.882056±0.002546 test-auc:0.821246±0.014986 
[9929]  train-auc:0.882058±0.002546 test-auc:0.821243±0.014986 
[9930]  train-auc:0.882060±0.002545 test-auc:0.821242±0.014990 
[9931]  train-auc:0.882062±0.002546 test-auc:0.821241±0.014986 
[9932]  train-auc:0.882064±0.002547 test-auc:0.821241±0.014983 
[9933]  train-auc:0.882067±0.002547 test-auc:0.821241±0.014972 
[9934]  train-auc:0.882071±0.002549 test-auc:0.821240±0.014969 
[9935]  train-auc:0.882075±0.002548 test-auc:0.821248±0.014970 
[9936]  train-auc:0.882076±0.002548 test-auc:0.821245±0.014970 
[9937]  train-auc:0.882079±0.002545 test-auc:0.821238±0.014971 
[9938]  train-auc:0.882081±0.002546 test-auc:0.821241±0.014977 
[9939]  train-auc:0.882085±0.002548 test-auc:0.821236±0.014981 
[9940]  train-auc:0.882087±0.002547 test-auc:0.821238±0.014974 
[9941]  train-auc:0.882091±0.002547 test-auc:0.821235±0.014974 
[9942]  train-auc:0.882094±0.002545 test-auc:0.821240±0.014969 
[9943]  train-auc:0.882096±0.002545 test-auc:0.821239±0.014969 
[9944]  train-auc:0.882098±0.002546 test-auc:0.821244±0.014967 
[9945]  train-auc:0.882099±0.002546 test-auc:0.821240±0.014975 
[9946]  train-auc:0.882103±0.002547 test-auc:0.821248±0.014969 
[9947]  train-auc:0.882105±0.002548 test-auc:0.821254±0.014971 
[9948]  train-auc:0.882108±0.002548 test-auc:0.821255±0.014971 
[9949]  train-auc:0.882112±0.002548 test-auc:0.821255±0.014969 
[9950]  train-auc:0.882114±0.002548 test-auc:0.821258±0.014968 
[9951]  train-auc:0.882119±0.002547 test-auc:0.821257±0.014965 
[9952]  train-auc:0.882122±0.002548 test-auc:0.821254±0.014955 
[9953]  train-auc:0.882124±0.002548 test-auc:0.821260±0.014949 
[9954]  train-auc:0.882126±0.002549 test-auc:0.821257±0.014956 
[9955]  train-auc:0.882128±0.002547 test-auc:0.821256±0.014962 
[9956]  train-auc:0.882130±0.002547 test-auc:0.821254±0.014959 
[9957]  train-auc:0.882132±0.002547 test-auc:0.821251±0.014958 
[9958]  train-auc:0.882135±0.002547 test-auc:0.821256±0.014956 
[9959]  train-auc:0.882137±0.002546 test-auc:0.821258±0.014952 
[9960]  train-auc:0.882142±0.002549 test-auc:0.821258±0.014948 
[9961]  train-auc:0.882144±0.002548 test-auc:0.821258±0.014954 
[9962]  train-auc:0.882146±0.002548 test-auc:0.821262±0.014954 
[9963]  train-auc:0.882149±0.002548 test-auc:0.821261±0.014954 
[9964]  train-auc:0.882152±0.002550 test-auc:0.821259±0.014952 
[9965]  train-auc:0.882155±0.002551 test-auc:0.821260±0.014947 
[9966]  train-auc:0.882156±0.002552 test-auc:0.821259±0.014946 
[9967]  train-auc:0.882158±0.002551 test-auc:0.821260±0.014944 
[9968]  train-auc:0.882161±0.002552 test-auc:0.821258±0.014951 
[9969]  train-auc:0.882162±0.002553 test-auc:0.821257±0.014953 
[9970]  train-auc:0.882165±0.002550 test-auc:0.821265±0.014957 
[9971]  train-auc:0.882168±0.002550 test-auc:0.821268±0.014955 
[9972]  train-auc:0.882172±0.002550 test-auc:0.821264±0.014948 
[9973]  train-auc:0.882173±0.002551 test-auc:0.821260±0.014948 
[9974]  train-auc:0.882175±0.002552 test-auc:0.821263±0.014949 
[9975]  train-auc:0.882180±0.002550 test-auc:0.821265±0.014943 
[9976]  train-auc:0.882183±0.002550 test-auc:0.821260±0.014941 
[9977]  train-auc:0.882187±0.002550 test-auc:0.821268±0.014942 
[9978]  train-auc:0.882190±0.002551 test-auc:0.821268±0.014945 
[9979]  train-auc:0.882190±0.002550 test-auc:0.821264±0.014944 
[9980]  train-auc:0.882193±0.002549 test-auc:0.821260±0.014947 
[9981]  train-auc:0.882196±0.002550 test-auc:0.821268±0.014946 
[9982]  train-auc:0.882199±0.002549 test-auc:0.821273±0.014944 
[9983]  train-auc:0.882203±0.002551 test-auc:0.821271±0.014949 
[9984]  train-auc:0.882204±0.002551 test-auc:0.821266±0.014944 
[9985]  train-auc:0.882207±0.002550 test-auc:0.821270±0.014946 
[9986]  train-auc:0.882209±0.002550 test-auc:0.821272±0.014955 
[9987]  train-auc:0.882212±0.002550 test-auc:0.821275±0.014950 
[9988]  train-auc:0.882215±0.002549 test-auc:0.821269±0.014952 
[9989]  train-auc:0.882219±0.002550 test-auc:0.821265±0.014947 
[9990]  train-auc:0.882222±0.002552 test-auc:0.821264±0.014946 
[9991]  train-auc:0.882224±0.002552 test-auc:0.821265±0.014952 
[9992]  train-auc:0.882226±0.002552 test-auc:0.821269±0.014953 
[9993]  train-auc:0.882228±0.002551 test-auc:0.821268±0.014953 
[9994]  train-auc:0.882230±0.002550 test-auc:0.821267±0.014957 
[9995]  train-auc:0.882232±0.002550 test-auc:0.821270±0.014958 
[9996]  train-auc:0.882236±0.002552 test-auc:0.821274±0.014951 
[9997]  train-auc:0.882238±0.002552 test-auc:0.821274±0.014953 
[9998]  train-auc:0.882240±0.002553 test-auc:0.821277±0.014952 
[9999]  train-auc:0.882243±0.002553 test-auc:0.821277±0.014955 
[10000] train-auc:0.882245±0.002553 test-auc:0.821278±0.014958 
Multiple eval metrics are present. Will use test_auc for early stopping.
Will train until test_auc hasn't improved in 100 rounds.

[1] train-auc:0.807907±0.003045 test-auc:0.787105±0.013057 
[2] train-auc:0.817488±0.002002 test-auc:0.795411±0.015299 
[3] train-auc:0.825525±0.002463 test-auc:0.801906±0.015334 
[4] train-auc:0.829203±0.002044 test-auc:0.803280±0.013058 
[5] train-auc:0.831445±0.002233 test-auc:0.804181±0.012289 
[6] train-auc:0.833974±0.002089 test-auc:0.806598±0.011691 
[7] train-auc:0.836082±0.002494 test-auc:0.808190±0.010559 
[8] train-auc:0.836848±0.002082 test-auc:0.808566±0.009310 
[9] train-auc:0.837089±0.001884 test-auc:0.808604±0.009434 
[10]    train-auc:0.836875±0.001679 test-auc:0.808521±0.009766 
[11]    train-auc:0.837622±0.001679 test-auc:0.809372±0.010377 
[12]    train-auc:0.838409±0.001774 test-auc:0.809882±0.010743 
[13]    train-auc:0.839435±0.001736 test-auc:0.810317±0.010523 
[14]    train-auc:0.838997±0.001517 test-auc:0.809927±0.010014 
[15]    train-auc:0.839378±0.001522 test-auc:0.810140±0.010074 
[16]    train-auc:0.839884±0.001469 test-auc:0.810435±0.009651 
[17]    train-auc:0.839994±0.001576 test-auc:0.810496±0.009704 
[18]    train-auc:0.840946±0.001648 test-auc:0.811004±0.009541 
[19]    train-auc:0.840735±0.001636 test-auc:0.810869±0.009542 
[20]    train-auc:0.840656±0.001749 test-auc:0.810662±0.009365 
[21]    train-auc:0.840958±0.001753 test-auc:0.810635±0.009488 
[22]    train-auc:0.840956±0.001821 test-auc:0.810502±0.009737 
[23]    train-auc:0.840930±0.001896 test-auc:0.810312±0.009819 
[24]    train-auc:0.841009±0.001918 test-auc:0.810319±0.009526 
[25]    train-auc:0.840899±0.001903 test-auc:0.810548±0.009549 
[26]    train-auc:0.841197±0.001840 test-auc:0.810806±0.009773 
[27]    train-auc:0.841039±0.001752 test-auc:0.810595±0.009911 
[28]    train-auc:0.841590±0.001691 test-auc:0.810994±0.009778 
[29]    train-auc:0.841522±0.001650 test-auc:0.810972±0.010042 
[30]    train-auc:0.841858±0.001588 test-auc:0.811314±0.009998 
[31]    train-auc:0.841962±0.001657 test-auc:0.811541±0.010182 
[32]    train-auc:0.842437±0.001613 test-auc:0.811918±0.009907 
[33]    train-auc:0.842892±0.001484 test-auc:0.812097±0.009978 
[34]    train-auc:0.842983±0.001451 test-auc:0.812303±0.009805 
[35]    train-auc:0.843407±0.001531 test-auc:0.812436±0.009686 
[36]    train-auc:0.843653±0.001554 test-auc:0.812744±0.009622 
[37]    train-auc:0.843764±0.001543 test-auc:0.812791±0.009722 
[38]    train-auc:0.843974±0.001518 test-auc:0.812808±0.009536 
[39]    train-auc:0.843871±0.001527 test-auc:0.812710±0.009683 
[40]    train-auc:0.843793±0.001512 test-auc:0.812735±0.009844 
[41]    train-auc:0.843805±0.001579 test-auc:0.812941±0.009848 
[42]    train-auc:0.843927±0.001583 test-auc:0.812817±0.009897 
[43]    train-auc:0.843852±0.001560 test-auc:0.812881±0.010040 
[44]    train-auc:0.844067±0.001483 test-auc:0.813066±0.010124 
[45]    train-auc:0.844157±0.001473 test-auc:0.812889±0.010293 
[46]    train-auc:0.844197±0.001497 test-auc:0.812746±0.010119 
[47]    train-auc:0.844310±0.001470 test-auc:0.812667±0.010177 
[48]    train-auc:0.844441±0.001537 test-auc:0.812687±0.010154 
[49]    train-auc:0.844580±0.001478 test-auc:0.812691±0.010235 
[50]    train-auc:0.844917±0.001494 test-auc:0.812911±0.010128 
[51]    train-auc:0.844979±0.001501 test-auc:0.813042±0.010157 
[52]    train-auc:0.844995±0.001490 test-auc:0.812983±0.010134 
[53]    train-auc:0.845089±0.001470 test-auc:0.813049±0.010026 
[54]    train-auc:0.845107±0.001478 test-auc:0.813114±0.010119 
[55]    train-auc:0.845293±0.001474 test-auc:0.813184±0.010056 
[56]    train-auc:0.845565±0.001453 test-auc:0.813308±0.010043 
[57]    train-auc:0.845684±0.001461 test-auc:0.813402±0.009893 
[58]    train-auc:0.845721±0.001492 test-auc:0.813369±0.009935 
[59]    train-auc:0.846101±0.001456 test-auc:0.813537±0.010065 
[60]    train-auc:0.846083±0.001516 test-auc:0.813436±0.009949 
[61]    train-auc:0.846380±0.001448 test-auc:0.813747±0.009934 
[62]    train-auc:0.846651±0.001500 test-auc:0.813763±0.009764 
[63]    train-auc:0.846736±0.001548 test-auc:0.813733±0.009751 
[64]    train-auc:0.846807±0.001515 test-auc:0.813839±0.009913 
[65]    train-auc:0.846918±0.001535 test-auc:0.813818±0.009802 
[66]    train-auc:0.847017±0.001534 test-auc:0.813898±0.009887 
[67]    train-auc:0.847173±0.001575 test-auc:0.814010±0.009854 
[68]    train-auc:0.847412±0.001521 test-auc:0.814199±0.009945 
[69]    train-auc:0.847464±0.001519 test-auc:0.814089±0.010002 
[70]    train-auc:0.847565±0.001528 test-auc:0.814226±0.009953 
[71]    train-auc:0.847926±0.001517 test-auc:0.814524±0.009940 
[72]    train-auc:0.848088±0.001578 test-auc:0.814553±0.009795 
[73]    train-auc:0.848179±0.001557 test-auc:0.814575±0.009784 
[74]    train-auc:0.848330±0.001587 test-auc:0.814755±0.009824 
[75]    train-auc:0.848641±0.001514 test-auc:0.814945±0.009841 
[76]    train-auc:0.848713±0.001538 test-auc:0.814950±0.009727 
[77]    train-auc:0.848807±0.001523 test-auc:0.815042±0.009727 
[78]    train-auc:0.849054±0.001526 test-auc:0.815261±0.009663 
[79]    train-auc:0.849158±0.001480 test-auc:0.815272±0.009779 
[80]    train-auc:0.849279±0.001448 test-auc:0.815316±0.009738 
[81]    train-auc:0.849363±0.001430 test-auc:0.815410±0.009850 
[82]    train-auc:0.849509±0.001457 test-auc:0.815463±0.009770 
[83]    train-auc:0.849663±0.001425 test-auc:0.815564±0.009741 
[84]    train-auc:0.849837±0.001451 test-auc:0.815717±0.009664 
[85]    train-auc:0.850098±0.001412 test-auc:0.815857±0.009685 
[86]    train-auc:0.850218±0.001442 test-auc:0.815853±0.009639 
[87]    train-auc:0.850299±0.001429 test-auc:0.815873±0.009677 
[88]    train-auc:0.850299±0.001409 test-auc:0.815850±0.009757 
[89]    train-auc:0.850358±0.001412 test-auc:0.815897±0.009771 
[90]    train-auc:0.850409±0.001399 test-auc:0.815918±0.009737 
[91]    train-auc:0.850615±0.001422 test-auc:0.816061±0.009746 
[92]    train-auc:0.850725±0.001459 test-auc:0.816080±0.009768 
[93]    train-auc:0.850862±0.001426 test-auc:0.816077±0.009732 
[94]    train-auc:0.850927±0.001416 test-auc:0.816144±0.009680 
[95]    train-auc:0.850977±0.001428 test-auc:0.816138±0.009727 
[96]    train-auc:0.851079±0.001401 test-auc:0.816147±0.009842 
[97]    train-auc:0.851222±0.001379 test-auc:0.816141±0.009775 
[98]    train-auc:0.851280±0.001424 test-auc:0.816088±0.009855 
[99]    train-auc:0.851462±0.001422 test-auc:0.816226±0.009808 
[100]   train-auc:0.851537±0.001464 test-auc:0.816267±0.009808 
[101]   train-auc:0.851643±0.001472 test-auc:0.816262±0.009931 
[102]   train-auc:0.851692±0.001493 test-auc:0.816234±0.009957 
[103]   train-auc:0.851819±0.001488 test-auc:0.816266±0.009924 
[104]   train-auc:0.851954±0.001497 test-auc:0.816395±0.009953 
[105]   train-auc:0.852130±0.001499 test-auc:0.816495±0.009925 
[106]   train-auc:0.852205±0.001474 test-auc:0.816554±0.009914 
[107]   train-auc:0.852224±0.001443 test-auc:0.816506±0.009930 
[108]   train-auc:0.852330±0.001448 test-auc:0.816601±0.009903 
[109]   train-auc:0.852408±0.001487 test-auc:0.816601±0.009864 
[110]   train-auc:0.852503±0.001479 test-auc:0.816679±0.009841 
[111]   train-auc:0.852539±0.001490 test-auc:0.816572±0.009871 
[112]   train-auc:0.852544±0.001478 test-auc:0.816583±0.009910 
[113]   train-auc:0.852682±0.001490 test-auc:0.816572±0.009868 
[114]   train-auc:0.852836±0.001498 test-auc:0.816669±0.009867 
[115]   train-auc:0.852933±0.001505 test-auc:0.816638±0.009861 
[116]   train-auc:0.853083±0.001478 test-auc:0.816751±0.009817 
[117]   train-auc:0.853290±0.001437 test-auc:0.816939±0.009799 
[118]   train-auc:0.853353±0.001436 test-auc:0.816921±0.009762 
[119]   train-auc:0.853372±0.001467 test-auc:0.816873±0.009750 
[120]   train-auc:0.853403±0.001459 test-auc:0.816895±0.009762 
[121]   train-auc:0.853641±0.001515 test-auc:0.816984±0.009675 
[122]   train-auc:0.853790±0.001539 test-auc:0.817103±0.009584 
[123]   train-auc:0.853821±0.001533 test-auc:0.817167±0.009627 
[124]   train-auc:0.853962±0.001485 test-auc:0.817225±0.009633 
[125]   train-auc:0.854007±0.001486 test-auc:0.817189±0.009635 
[126]   train-auc:0.854093±0.001477 test-auc:0.817236±0.009616 
[127]   train-auc:0.854134±0.001465 test-auc:0.817188±0.009632 
[128]   train-auc:0.854159±0.001440 test-auc:0.817144±0.009614 
[129]   train-auc:0.854257±0.001409 test-auc:0.817134±0.009700 
[130]   train-auc:0.854336±0.001433 test-auc:0.817199±0.009709 
[131]   train-auc:0.854469±0.001405 test-auc:0.817273±0.009676 
[132]   train-auc:0.854497±0.001404 test-auc:0.817240±0.009703 
[133]   train-auc:0.854609±0.001455 test-auc:0.817279±0.009672 
[134]   train-auc:0.854747±0.001445 test-auc:0.817353±0.009606 
[135]   train-auc:0.854777±0.001453 test-auc:0.817350±0.009618 
[136]   train-auc:0.854798±0.001437 test-auc:0.817325±0.009618 
[137]   train-auc:0.854970±0.001417 test-auc:0.817404±0.009559 
[138]   train-auc:0.855048±0.001446 test-auc:0.817390±0.009612 
[139]   train-auc:0.855201±0.001434 test-auc:0.817498±0.009519 
[140]   train-auc:0.855243±0.001377 test-auc:0.817475±0.009539 
[141]   train-auc:0.855408±0.001421 test-auc:0.817599±0.009496 
[142]   train-auc:0.855486±0.001436 test-auc:0.817650±0.009474 
[143]   train-auc:0.855573±0.001425 test-auc:0.817765±0.009493 
[144]   train-auc:0.855624±0.001426 test-auc:0.817782±0.009500 
[145]   train-auc:0.855735±0.001392 test-auc:0.817870±0.009517 
[146]   train-auc:0.855864±0.001429 test-auc:0.817934±0.009479 
[147]   train-auc:0.855897±0.001427 test-auc:0.817951±0.009454 
[148]   train-auc:0.856002±0.001418 test-auc:0.817972±0.009414 
[149]   train-auc:0.856012±0.001386 test-auc:0.817929±0.009437 
[150]   train-auc:0.856168±0.001412 test-auc:0.817951±0.009394 
[151]   train-auc:0.856270±0.001403 test-auc:0.818000±0.009396 
[152]   train-auc:0.856364±0.001408 test-auc:0.817985±0.009415 
[153]   train-auc:0.856467±0.001411 test-auc:0.818082±0.009466 
[154]   train-auc:0.856690±0.001396 test-auc:0.818156±0.009472 
[155]   train-auc:0.856835±0.001380 test-auc:0.818210±0.009487 
[156]   train-auc:0.856940±0.001372 test-auc:0.818260±0.009505 
[157]   train-auc:0.857169±0.001327 test-auc:0.818435±0.009536 
[158]   train-auc:0.857307±0.001302 test-auc:0.818488±0.009570 
[159]   train-auc:0.857381±0.001310 test-auc:0.818539±0.009625 
[160]   train-auc:0.857469±0.001324 test-auc:0.818517±0.009621 
[161]   train-auc:0.857557±0.001367 test-auc:0.818484±0.009619 
[162]   train-auc:0.857591±0.001368 test-auc:0.818540±0.009632 
[163]   train-auc:0.857627±0.001369 test-auc:0.818561±0.009646 
[164]   train-auc:0.857716±0.001380 test-auc:0.818616±0.009637 
[165]   train-auc:0.857833±0.001405 test-auc:0.818685±0.009624 
[166]   train-auc:0.857909±0.001396 test-auc:0.818675±0.009595 
[167]   train-auc:0.857966±0.001405 test-auc:0.818735±0.009594 
[168]   train-auc:0.858178±0.001407 test-auc:0.818822±0.009580 
[169]   train-auc:0.858282±0.001420 test-auc:0.818879±0.009518 
[170]   train-auc:0.858382±0.001418 test-auc:0.818915±0.009512 
[171]   train-auc:0.858458±0.001443 test-auc:0.818931±0.009509 
[172]   train-auc:0.858517±0.001445 test-auc:0.818965±0.009464 
[173]   train-auc:0.858628±0.001451 test-auc:0.819007±0.009491 
[174]   train-auc:0.858694±0.001437 test-auc:0.819022±0.009500 
[175]   train-auc:0.858818±0.001449 test-auc:0.819110±0.009497 
[176]   train-auc:0.858911±0.001434 test-auc:0.819180±0.009515 
[177]   train-auc:0.859008±0.001433 test-auc:0.819257±0.009477 
[178]   train-auc:0.859056±0.001438 test-auc:0.819280±0.009436 
[179]   train-auc:0.859157±0.001464 test-auc:0.819354±0.009367 
[180]   train-auc:0.859201±0.001485 test-auc:0.819322±0.009351 
[181]   train-auc:0.859287±0.001484 test-auc:0.819353±0.009335 
[182]   train-auc:0.859363±0.001459 test-auc:0.819363±0.009352 
[183]   train-auc:0.859462±0.001453 test-auc:0.819365±0.009357 
[184]   train-auc:0.859549±0.001467 test-auc:0.819393±0.009372 
[185]   train-auc:0.859619±0.001487 test-auc:0.819442±0.009361 
[186]   train-auc:0.859701±0.001481 test-auc:0.819467±0.009395 
[187]   train-auc:0.859808±0.001487 test-auc:0.819533±0.009326 
[188]   train-auc:0.859884±0.001480 test-auc:0.819556±0.009328 
[189]   train-auc:0.859951±0.001482 test-auc:0.819594±0.009308 
[190]   train-auc:0.860013±0.001474 test-auc:0.819614±0.009308 
[191]   train-auc:0.860070±0.001466 test-auc:0.819635±0.009323 
[192]   train-auc:0.860142±0.001464 test-auc:0.819690±0.009301 
[193]   train-auc:0.860236±0.001473 test-auc:0.819688±0.009255 
[194]   train-auc:0.860295±0.001493 test-auc:0.819715±0.009240 
[195]   train-auc:0.860352±0.001492 test-auc:0.819745±0.009206 
[196]   train-auc:0.860476±0.001488 test-auc:0.819835±0.009192 
[197]   train-auc:0.860545±0.001475 test-auc:0.819856±0.009206 
[198]   train-auc:0.860622±0.001480 test-auc:0.819896±0.009291 
[199]   train-auc:0.860694±0.001467 test-auc:0.819872±0.009276 
[200]   train-auc:0.860869±0.001471 test-auc:0.819988±0.009284 
[201]   train-auc:0.860900±0.001473 test-auc:0.819968±0.009288 
[202]   train-auc:0.861061±0.001463 test-auc:0.820123±0.009256 
[203]   train-auc:0.861099±0.001445 test-auc:0.820163±0.009245 
[204]   train-auc:0.861207±0.001443 test-auc:0.820209±0.009252 
[205]   train-auc:0.861315±0.001450 test-auc:0.820259±0.009289 
[206]   train-auc:0.861373±0.001454 test-auc:0.820305±0.009273 
[207]   train-auc:0.861454±0.001473 test-auc:0.820426±0.009217 
[208]   train-auc:0.861540±0.001453 test-auc:0.820457±0.009178 
[209]   train-auc:0.861579±0.001431 test-auc:0.820436±0.009151 
[210]   train-auc:0.861706±0.001430 test-auc:0.820472±0.009199 
[211]   train-auc:0.861759±0.001456 test-auc:0.820461±0.009150 
[212]   train-auc:0.861886±0.001449 test-auc:0.820539±0.009147 
[213]   train-auc:0.861984±0.001458 test-auc:0.820623±0.009127 
[214]   train-auc:0.862018±0.001448 test-auc:0.820603±0.009168 
[215]   train-auc:0.862110±0.001444 test-auc:0.820628±0.009196 
[216]   train-auc:0.862194±0.001449 test-auc:0.820623±0.009182 
[217]   train-auc:0.862271±0.001454 test-auc:0.820659±0.009173 
[218]   train-auc:0.862345±0.001463 test-auc:0.820653±0.009187 
[219]   train-auc:0.862459±0.001455 test-auc:0.820751±0.009174 
[220]   train-auc:0.862570±0.001468 test-auc:0.820794±0.009116 
[221]   train-auc:0.862679±0.001456 test-auc:0.820869±0.009092 
[222]   train-auc:0.862776±0.001456 test-auc:0.820840±0.009045 
[223]   train-auc:0.862839±0.001465 test-auc:0.820868±0.009035 
[224]   train-auc:0.862895±0.001460 test-auc:0.820872±0.009031 
[225]   train-auc:0.862951±0.001481 test-auc:0.820939±0.009037 
[226]   train-auc:0.863042±0.001476 test-auc:0.820996±0.009059 
[227]   train-auc:0.863053±0.001462 test-auc:0.820987±0.009049 
[228]   train-auc:0.863076±0.001462 test-auc:0.820979±0.009006 
[229]   train-auc:0.863151±0.001456 test-auc:0.821017±0.009026 
[230]   train-auc:0.863204±0.001486 test-auc:0.821093±0.008958 
[231]   train-auc:0.863301±0.001494 test-auc:0.821079±0.008991 
[232]   train-auc:0.863383±0.001501 test-auc:0.821116±0.008987 
[233]   train-auc:0.863443±0.001505 test-auc:0.821173±0.008964 
[234]   train-auc:0.863526±0.001490 test-auc:0.821204±0.008937 
[235]   train-auc:0.863565±0.001498 test-auc:0.821222±0.008947 
[236]   train-auc:0.863648±0.001493 test-auc:0.821208±0.008912 
[237]   train-auc:0.863726±0.001505 test-auc:0.821284±0.008902 
[238]   train-auc:0.863782±0.001515 test-auc:0.821312±0.008872 
[239]   train-auc:0.863889±0.001500 test-auc:0.821327±0.008868 
[240]   train-auc:0.863929±0.001478 test-auc:0.821374±0.008879 
[241]   train-auc:0.864009±0.001485 test-auc:0.821411±0.008879 
[242]   train-auc:0.864076±0.001494 test-auc:0.821440±0.008885 
[243]   train-auc:0.864136±0.001480 test-auc:0.821455±0.008867 
[244]   train-auc:0.864216±0.001468 test-auc:0.821461±0.008858 
[245]   train-auc:0.864328±0.001468 test-auc:0.821470±0.008831 
[246]   train-auc:0.864378±0.001458 test-auc:0.821500±0.008800 
[247]   train-auc:0.864477±0.001448 test-auc:0.821511±0.008777 
[248]   train-auc:0.864537±0.001444 test-auc:0.821537±0.008807 
[249]   train-auc:0.864625±0.001442 test-auc:0.821567±0.008831 
[250]   train-auc:0.864663±0.001451 test-auc:0.821585±0.008817 
[251]   train-auc:0.864716±0.001464 test-auc:0.821591±0.008792 
[252]   train-auc:0.864822±0.001459 test-auc:0.821627±0.008788 
[253]   train-auc:0.864900±0.001444 test-auc:0.821666±0.008788 
[254]   train-auc:0.865002±0.001434 test-auc:0.821675±0.008809 
[255]   train-auc:0.865078±0.001445 test-auc:0.821736±0.008788 
[256]   train-auc:0.865126±0.001431 test-auc:0.821723±0.008770 
[257]   train-auc:0.865212±0.001443 test-auc:0.821788±0.008819 
[258]   train-auc:0.865247±0.001425 test-auc:0.821785±0.008777 
[259]   train-auc:0.865303±0.001428 test-auc:0.821790±0.008779 
[260]   train-auc:0.865456±0.001429 test-auc:0.821824±0.008793 
[261]   train-auc:0.865579±0.001442 test-auc:0.821869±0.008793 
[262]   train-auc:0.865621±0.001433 test-auc:0.821886±0.008803 
[263]   train-auc:0.865775±0.001398 test-auc:0.821971±0.008830 
[264]   train-auc:0.865852±0.001373 test-auc:0.821968±0.008823 
[265]   train-auc:0.865887±0.001368 test-auc:0.821999±0.008845 
[266]   train-auc:0.865941±0.001347 test-auc:0.822024±0.008820 
[267]   train-auc:0.866007±0.001345 test-auc:0.822019±0.008804 
[268]   train-auc:0.866100±0.001358 test-auc:0.822037±0.008814 
[269]   train-auc:0.866172±0.001375 test-auc:0.822052±0.008835 
[270]   train-auc:0.866278±0.001356 test-auc:0.822108±0.008806 
[271]   train-auc:0.866348±0.001361 test-auc:0.822134±0.008768 
[272]   train-auc:0.866402±0.001366 test-auc:0.822162±0.008776 
[273]   train-auc:0.866447±0.001356 test-auc:0.822190±0.008813 
[274]   train-auc:0.866564±0.001341 test-auc:0.822246±0.008818 
[275]   train-auc:0.866632±0.001350 test-auc:0.822278±0.008801 
[276]   train-auc:0.866705±0.001366 test-auc:0.822304±0.008777 
[277]   train-auc:0.866771±0.001382 test-auc:0.822309±0.008750 
[278]   train-auc:0.866853±0.001385 test-auc:0.822335±0.008795 
[279]   train-auc:0.866907±0.001400 test-auc:0.822396±0.008741 
[280]   train-auc:0.866994±0.001371 test-auc:0.822426±0.008735 
[281]   train-auc:0.867079±0.001368 test-auc:0.822402±0.008702 
[282]   train-auc:0.867164±0.001377 test-auc:0.822435±0.008661 
[283]   train-auc:0.867225±0.001369 test-auc:0.822462±0.008678 
[284]   train-auc:0.867277±0.001359 test-auc:0.822490±0.008684 
[285]   train-auc:0.867344±0.001365 test-auc:0.822516±0.008668 
[286]   train-auc:0.867429±0.001360 test-auc:0.822507±0.008677 
[287]   train-auc:0.867490±0.001380 test-auc:0.822517±0.008692 
[288]   train-auc:0.867573±0.001382 test-auc:0.822605±0.008731 
[289]   train-auc:0.867649±0.001401 test-auc:0.822652±0.008685 
[290]   train-auc:0.867719±0.001375 test-auc:0.822694±0.008712 
[291]   train-auc:0.867862±0.001373 test-auc:0.822715±0.008693 
[292]   train-auc:0.867921±0.001354 test-auc:0.822734±0.008678 
[293]   train-auc:0.867980±0.001381 test-auc:0.822743±0.008700 
[294]   train-auc:0.868043±0.001385 test-auc:0.822818±0.008700 
[295]   train-auc:0.868132±0.001391 test-auc:0.822859±0.008685 
[296]   train-auc:0.868205±0.001376 test-auc:0.822878±0.008716 
[297]   train-auc:0.868243±0.001376 test-auc:0.822890±0.008724 
[298]   train-auc:0.868333±0.001385 test-auc:0.822967±0.008700 
[299]   train-auc:0.868413±0.001374 test-auc:0.823007±0.008691 
[300]   train-auc:0.868488±0.001370 test-auc:0.823024±0.008705 
[301]   train-auc:0.868560±0.001382 test-auc:0.823061±0.008726 
[302]   train-auc:0.868617±0.001372 test-auc:0.823087±0.008690 
[303]   train-auc:0.868660±0.001372 test-auc:0.823084±0.008698 
[304]   train-auc:0.868740±0.001373 test-auc:0.823115±0.008663 
[305]   train-auc:0.868812±0.001394 test-auc:0.823113±0.008687 
[306]   train-auc:0.868864±0.001400 test-auc:0.823134±0.008696 
[307]   train-auc:0.868890±0.001401 test-auc:0.823163±0.008707 
[308]   train-auc:0.868979±0.001362 test-auc:0.823220±0.008685 
[309]   train-auc:0.869047±0.001374 test-auc:0.823255±0.008658 
[310]   train-auc:0.869135±0.001352 test-auc:0.823289±0.008677 
[311]   train-auc:0.869167±0.001355 test-auc:0.823314±0.008678 
[312]   train-auc:0.869245±0.001348 test-auc:0.823345±0.008693 
[313]   train-auc:0.869286±0.001356 test-auc:0.823358±0.008719 
[314]   train-auc:0.869336±0.001368 test-auc:0.823372±0.008745 
[315]   train-auc:0.869435±0.001362 test-auc:0.823437±0.008757 
[316]   train-auc:0.869515±0.001360 test-auc:0.823492±0.008737 
[317]   train-auc:0.869573±0.001346 test-auc:0.823505±0.008723 
[318]   train-auc:0.869662±0.001350 test-auc:0.823570±0.008712 
[319]   train-auc:0.869750±0.001360 test-auc:0.823599±0.008671 
[320]   train-auc:0.869810±0.001378 test-auc:0.823598±0.008654 
[321]   train-auc:0.869858±0.001355 test-auc:0.823610±0.008650 
[322]   train-auc:0.869932±0.001324 test-auc:0.823601±0.008641 
[323]   train-auc:0.870020±0.001316 test-auc:0.823627±0.008639 
[324]   train-auc:0.870079±0.001317 test-auc:0.823616±0.008623 
[325]   train-auc:0.870140±0.001316 test-auc:0.823620±0.008641 
[326]   train-auc:0.870238±0.001310 test-auc:0.823677±0.008634 
[327]   train-auc:0.870361±0.001313 test-auc:0.823714±0.008615 
[328]   train-auc:0.870434±0.001299 test-auc:0.823733±0.008635 
[329]   train-auc:0.870484±0.001278 test-auc:0.823756±0.008651 
[330]   train-auc:0.870533±0.001263 test-auc:0.823768±0.008647 
[331]   train-auc:0.870591±0.001257 test-auc:0.823791±0.008672 
[332]   train-auc:0.870689±0.001266 test-auc:0.823833±0.008658 
[333]   train-auc:0.870773±0.001266 test-auc:0.823849±0.008657 
[334]   train-auc:0.870854±0.001250 test-auc:0.823882±0.008654 
[335]   train-auc:0.870887±0.001261 test-auc:0.823908±0.008645 
[336]   train-auc:0.870964±0.001271 test-auc:0.823921±0.008647 
[337]   train-auc:0.871007±0.001274 test-auc:0.823913±0.008669 
[338]   train-auc:0.871061±0.001283 test-auc:0.823897±0.008672 
[339]   train-auc:0.871149±0.001263 test-auc:0.823911±0.008687 
[340]   train-auc:0.871208±0.001273 test-auc:0.823933±0.008668 
[341]   train-auc:0.871262±0.001261 test-auc:0.823991±0.008684 
[342]   train-auc:0.871330±0.001260 test-auc:0.824011±0.008684 
[343]   train-auc:0.871391±0.001249 test-auc:0.824058±0.008693 
[344]   train-auc:0.871430±0.001235 test-auc:0.824077±0.008664 
[345]   train-auc:0.871472±0.001230 test-auc:0.824093±0.008683 
[346]   train-auc:0.871528±0.001211 test-auc:0.824115±0.008696 
[347]   train-auc:0.871604±0.001205 test-auc:0.824123±0.008723 
[348]   train-auc:0.871662±0.001209 test-auc:0.824165±0.008761 
[349]   train-auc:0.871690±0.001208 test-auc:0.824175±0.008767 
[350]   train-auc:0.871776±0.001195 test-auc:0.824211±0.008766 
[351]   train-auc:0.871825±0.001177 test-auc:0.824252±0.008777 
[352]   train-auc:0.871887±0.001177 test-auc:0.824275±0.008751 
[353]   train-auc:0.872006±0.001180 test-auc:0.824334±0.008725 
[354]   train-auc:0.872042±0.001177 test-auc:0.824323±0.008719 
[355]   train-auc:0.872109±0.001171 test-auc:0.824358±0.008737 
[356]   train-auc:0.872133±0.001177 test-auc:0.824388±0.008743 
[357]   train-auc:0.872179±0.001172 test-auc:0.824406±0.008733 
[358]   train-auc:0.872246±0.001186 test-auc:0.824420±0.008739 
[359]   train-auc:0.872305±0.001184 test-auc:0.824432±0.008754 
[360]   train-auc:0.872373±0.001199 test-auc:0.824457±0.008718 
[361]   train-auc:0.872437±0.001210 test-auc:0.824492±0.008734 
[362]   train-auc:0.872488±0.001206 test-auc:0.824527±0.008723 
[363]   train-auc:0.872540±0.001217 test-auc:0.824586±0.008745 
[364]   train-auc:0.872604±0.001225 test-auc:0.824617±0.008737 
[365]   train-auc:0.872681±0.001212 test-auc:0.824653±0.008709 
[366]   train-auc:0.872734±0.001206 test-auc:0.824702±0.008718 
[367]   train-auc:0.872802±0.001209 test-auc:0.824733±0.008663 
[368]   train-auc:0.872835±0.001205 test-auc:0.824753±0.008678 
[369]   train-auc:0.872869±0.001203 test-auc:0.824757±0.008680 
[370]   train-auc:0.872895±0.001206 test-auc:0.824749±0.008667 
[371]   train-auc:0.872943±0.001214 test-auc:0.824762±0.008651 
[372]   train-auc:0.873000±0.001224 test-auc:0.824763±0.008634 
[373]   train-auc:0.873031±0.001211 test-auc:0.824784±0.008618 
[374]   train-auc:0.873076±0.001187 test-auc:0.824799±0.008624 
[375]   train-auc:0.873139±0.001177 test-auc:0.824817±0.008605 
[376]   train-auc:0.873204±0.001168 test-auc:0.824831±0.008629 
[377]   train-auc:0.873279±0.001164 test-auc:0.824845±0.008672 
[378]   train-auc:0.873357±0.001172 test-auc:0.824894±0.008688 
[379]   train-auc:0.873429±0.001173 test-auc:0.824933±0.008695 
[380]   train-auc:0.873449±0.001179 test-auc:0.824935±0.008681 
[381]   train-auc:0.873512±0.001188 test-auc:0.824963±0.008672 
[382]   train-auc:0.873567±0.001197 test-auc:0.824984±0.008669 
[383]   train-auc:0.873640±0.001179 test-auc:0.824986±0.008674 
[384]   train-auc:0.873681±0.001185 test-auc:0.825022±0.008686 
[385]   train-auc:0.873736±0.001192 test-auc:0.825020±0.008704 
[386]   train-auc:0.873779±0.001185 test-auc:0.825025±0.008680 
[387]   train-auc:0.873887±0.001191 test-auc:0.825073±0.008657 
[388]   train-auc:0.873928±0.001216 test-auc:0.825093±0.008662 
[389]   train-auc:0.873999±0.001233 test-auc:0.825138±0.008642 
[390]   train-auc:0.874027±0.001231 test-auc:0.825181±0.008654 
[391]   train-auc:0.874060±0.001232 test-auc:0.825198±0.008658 
[392]   train-auc:0.874088±0.001229 test-auc:0.825233±0.008656 
[393]   train-auc:0.874155±0.001203 test-auc:0.825274±0.008682 
[394]   train-auc:0.874256±0.001208 test-auc:0.825340±0.008727 
[395]   train-auc:0.874294±0.001192 test-auc:0.825334±0.008747 
[396]   train-auc:0.874338±0.001186 test-auc:0.825351±0.008786 
[397]   train-auc:0.874408±0.001186 test-auc:0.825384±0.008783 
[398]   train-auc:0.874452±0.001202 test-auc:0.825414±0.008782 
[399]   train-auc:0.874502±0.001203 test-auc:0.825408±0.008779 
[400]   train-auc:0.874551±0.001203 test-auc:0.825448±0.008765 
[401]   train-auc:0.874606±0.001206 test-auc:0.825470±0.008726 
[402]   train-auc:0.874660±0.001205 test-auc:0.825475±0.008712 
[403]   train-auc:0.874724±0.001197 test-auc:0.825517±0.008704 
[404]   train-auc:0.874762±0.001198 test-auc:0.825539±0.008716 
[405]   train-auc:0.874791±0.001197 test-auc:0.825522±0.008717 
[406]   train-auc:0.874818±0.001189 test-auc:0.825534±0.008739 
[407]   train-auc:0.874896±0.001183 test-auc:0.825586±0.008768 
[408]   train-auc:0.874920±0.001202 test-auc:0.825599±0.008791 
[409]   train-auc:0.874946±0.001200 test-auc:0.825615±0.008780 
[410]   train-auc:0.874987±0.001185 test-auc:0.825618±0.008813 
[411]   train-auc:0.875042±0.001189 test-auc:0.825644±0.008786 
[412]   train-auc:0.875088±0.001176 test-auc:0.825677±0.008769 
[413]   train-auc:0.875146±0.001152 test-auc:0.825708±0.008761 
[414]   train-auc:0.875189±0.001152 test-auc:0.825712±0.008783 
[415]   train-auc:0.875267±0.001158 test-auc:0.825751±0.008751 
[416]   train-auc:0.875331±0.001163 test-auc:0.825802±0.008747 
[417]   train-auc:0.875361±0.001150 test-auc:0.825789±0.008758 
[418]   train-auc:0.875372±0.001153 test-auc:0.825792±0.008736 
[419]   train-auc:0.875404±0.001156 test-auc:0.825815±0.008738 
[420]   train-auc:0.875426±0.001166 test-auc:0.825814±0.008724 
[421]   train-auc:0.875455±0.001179 test-auc:0.825837±0.008725 
[422]   train-auc:0.875500±0.001178 test-auc:0.825828±0.008731 
[423]   train-auc:0.875570±0.001152 test-auc:0.825838±0.008727 
[424]   train-auc:0.875611±0.001149 test-auc:0.825850±0.008739 
[425]   train-auc:0.875656±0.001159 test-auc:0.825902±0.008732 
[426]   train-auc:0.875735±0.001181 test-auc:0.825952±0.008743 
[427]   train-auc:0.875795±0.001168 test-auc:0.825988±0.008741 
[428]   train-auc:0.875872±0.001173 test-auc:0.826001±0.008744 
[429]   train-auc:0.875906±0.001181 test-auc:0.826018±0.008764 
[430]   train-auc:0.875983±0.001187 test-auc:0.826058±0.008755 
[431]   train-auc:0.876028±0.001184 test-auc:0.826077±0.008740 
[432]   train-auc:0.876107±0.001202 test-auc:0.826118±0.008731 
[433]   train-auc:0.876162±0.001179 test-auc:0.826131±0.008727 
[434]   train-auc:0.876203±0.001184 test-auc:0.826166±0.008734 
[435]   train-auc:0.876231±0.001181 test-auc:0.826176±0.008742 
[436]   train-auc:0.876261±0.001181 test-auc:0.826176±0.008746 
[437]   train-auc:0.876338±0.001178 test-auc:0.826213±0.008717 
[438]   train-auc:0.876390±0.001174 test-auc:0.826253±0.008730 
[439]   train-auc:0.876425±0.001168 test-auc:0.826279±0.008739 
[440]   train-auc:0.876478±0.001169 test-auc:0.826285±0.008754 
[441]   train-auc:0.876519±0.001163 test-auc:0.826290±0.008770 
[442]   train-auc:0.876559±0.001168 test-auc:0.826305±0.008783 
[443]   train-auc:0.876608±0.001172 test-auc:0.826314±0.008766 
[444]   train-auc:0.876659±0.001166 test-auc:0.826331±0.008767 
[445]   train-auc:0.876690±0.001161 test-auc:0.826335±0.008762 
[446]   train-auc:0.876743±0.001160 test-auc:0.826367±0.008756 
[447]   train-auc:0.876809±0.001165 test-auc:0.826413±0.008789 
[448]   train-auc:0.876882±0.001159 test-auc:0.826453±0.008776 
[449]   train-auc:0.876934±0.001153 test-auc:0.826493±0.008776 
[450]   train-auc:0.876970±0.001153 test-auc:0.826509±0.008783 
[451]   train-auc:0.877064±0.001137 test-auc:0.826518±0.008759 
[452]   train-auc:0.877183±0.001150 test-auc:0.826575±0.008752 
[453]   train-auc:0.877231±0.001141 test-auc:0.826610±0.008766 
[454]   train-auc:0.877282±0.001148 test-auc:0.826624±0.008760 
[455]   train-auc:0.877331±0.001132 test-auc:0.826646±0.008755 
[456]   train-auc:0.877377±0.001137 test-auc:0.826663±0.008779 
[457]   train-auc:0.877423±0.001152 test-auc:0.826689±0.008782 
[458]   train-auc:0.877472±0.001147 test-auc:0.826733±0.008793 
[459]   train-auc:0.877577±0.001152 test-auc:0.826784±0.008776 
[460]   train-auc:0.877646±0.001147 test-auc:0.826798±0.008771 
[461]   train-auc:0.877690±0.001132 test-auc:0.826827±0.008805 
[462]   train-auc:0.877736±0.001137 test-auc:0.826869±0.008801 
[463]   train-auc:0.877776±0.001113 test-auc:0.826908±0.008825 
[464]   train-auc:0.877826±0.001119 test-auc:0.826932±0.008804 
[465]   train-auc:0.877900±0.001113 test-auc:0.826992±0.008781 
[466]   train-auc:0.877953±0.001111 test-auc:0.827007±0.008786 
[467]   train-auc:0.877977±0.001105 test-auc:0.827016±0.008786 
[468]   train-auc:0.878008±0.001116 test-auc:0.827034±0.008789 
[469]   train-auc:0.878059±0.001127 test-auc:0.827078±0.008803 
[470]   train-auc:0.878118±0.001132 test-auc:0.827056±0.008786 
[471]   train-auc:0.878160±0.001131 test-auc:0.827071±0.008795 
[472]   train-auc:0.878201±0.001126 test-auc:0.827104±0.008810 
[473]   train-auc:0.878250±0.001118 test-auc:0.827083±0.008801 
[474]   train-auc:0.878296±0.001103 test-auc:0.827100±0.008807 
[475]   train-auc:0.878318±0.001109 test-auc:0.827120±0.008810 
[476]   train-auc:0.878345±0.001110 test-auc:0.827137±0.008829 
[477]   train-auc:0.878418±0.001086 test-auc:0.827202±0.008829 
[478]   train-auc:0.878482±0.001091 test-auc:0.827209±0.008831 
[479]   train-auc:0.878507±0.001101 test-auc:0.827226±0.008826 
[480]   train-auc:0.878535±0.001103 test-auc:0.827236±0.008798 
[481]   train-auc:0.878563±0.001115 test-auc:0.827256±0.008808 
[482]   train-auc:0.878606±0.001121 test-auc:0.827264±0.008811 
[483]   train-auc:0.878630±0.001124 test-auc:0.827275±0.008812 
[484]   train-auc:0.878676±0.001131 test-auc:0.827267±0.008798 
[485]   train-auc:0.878732±0.001130 test-auc:0.827277±0.008810 
[486]   train-auc:0.878763±0.001138 test-auc:0.827294±0.008820 
[487]   train-auc:0.878791±0.001141 test-auc:0.827298±0.008847 
[488]   train-auc:0.878839±0.001148 test-auc:0.827325±0.008846 
[489]   train-auc:0.878887±0.001157 test-auc:0.827331±0.008842 
[490]   train-auc:0.878925±0.001166 test-auc:0.827370±0.008851 
[491]   train-auc:0.878993±0.001168 test-auc:0.827383±0.008850 
[492]   train-auc:0.879025±0.001185 test-auc:0.827373±0.008844 
[493]   train-auc:0.879056±0.001190 test-auc:0.827398±0.008835 
[494]   train-auc:0.879070±0.001192 test-auc:0.827397±0.008865 
[495]   train-auc:0.879115±0.001192 test-auc:0.827399±0.008845 
[496]   train-auc:0.879142±0.001199 test-auc:0.827397±0.008843 
[497]   train-auc:0.879203±0.001201 test-auc:0.827417±0.008831 
[498]   train-auc:0.879232±0.001210 test-auc:0.827440±0.008833 
[499]   train-auc:0.879273±0.001225 test-auc:0.827464±0.008843 
[500]   train-auc:0.879306±0.001220 test-auc:0.827478±0.008856 
[501]   train-auc:0.879365±0.001219 test-auc:0.827488±0.008848 
[502]   train-auc:0.879398±0.001225 test-auc:0.827497±0.008848 
[503]   train-auc:0.879424±0.001225 test-auc:0.827510±0.008879 
[504]   train-auc:0.879471±0.001222 test-auc:0.827536±0.008863 
[505]   train-auc:0.879541±0.001230 test-auc:0.827570±0.008896 
[506]   train-auc:0.879573±0.001226 test-auc:0.827583±0.008880 
[507]   train-auc:0.879612±0.001218 test-auc:0.827593±0.008881 
[508]   train-auc:0.879682±0.001225 test-auc:0.827627±0.008863 
[509]   train-auc:0.879717±0.001224 test-auc:0.827646±0.008893 
[510]   train-auc:0.879798±0.001225 test-auc:0.827639±0.008865 
[511]   train-auc:0.879860±0.001236 test-auc:0.827631±0.008831 
[512]   train-auc:0.879906±0.001221 test-auc:0.827672±0.008813 
[513]   train-auc:0.879974±0.001230 test-auc:0.827672±0.008855 
[514]   train-auc:0.880045±0.001213 test-auc:0.827710±0.008858 
[515]   train-auc:0.880065±0.001219 test-auc:0.827720±0.008862 
[516]   train-auc:0.880114±0.001219 test-auc:0.827762±0.008847 
[517]   train-auc:0.880168±0.001225 test-auc:0.827774±0.008853 
[518]   train-auc:0.880194±0.001226 test-auc:0.827785±0.008858 
[519]   train-auc:0.880250±0.001235 test-auc:0.827810±0.008823 
[520]   train-auc:0.880276±0.001241 test-auc:0.827801±0.008808 
[521]   train-auc:0.880316±0.001237 test-auc:0.827802±0.008803 
[522]   train-auc:0.880374±0.001241 test-auc:0.827822±0.008762 
[523]   train-auc:0.880406±0.001248 test-auc:0.827841±0.008735 
[524]   train-auc:0.880445±0.001237 test-auc:0.827868±0.008730 
[525]   train-auc:0.880498±0.001233 test-auc:0.827911±0.008741 
[526]   train-auc:0.880562±0.001226 test-auc:0.827944±0.008717 
[527]   train-auc:0.880634±0.001231 test-auc:0.827967±0.008718 
[528]   train-auc:0.880673±0.001227 test-auc:0.827992±0.008709 
[529]   train-auc:0.880733±0.001229 test-auc:0.828021±0.008731 
[530]   train-auc:0.880800±0.001232 test-auc:0.828053±0.008729 
[531]   train-auc:0.880830±0.001234 test-auc:0.828069±0.008731 
[532]   train-auc:0.880870±0.001261 test-auc:0.828066±0.008723 
[533]   train-auc:0.880903±0.001271 test-auc:0.828073±0.008715 
[534]   train-auc:0.880952±0.001274 test-auc:0.828091±0.008729 
[535]   train-auc:0.880998±0.001286 test-auc:0.828080±0.008731 
[536]   train-auc:0.881076±0.001271 test-auc:0.828148±0.008701 
[537]   train-auc:0.881122±0.001272 test-auc:0.828132±0.008693 
[538]   train-auc:0.881171±0.001278 test-auc:0.828156±0.008697 
[539]   train-auc:0.881206±0.001267 test-auc:0.828181±0.008690 
[540]   train-auc:0.881268±0.001285 test-auc:0.828196±0.008665 
[541]   train-auc:0.881291±0.001298 test-auc:0.828200±0.008662 
[542]   train-auc:0.881340±0.001303 test-auc:0.828239±0.008681 
[543]   train-auc:0.881358±0.001308 test-auc:0.828250±0.008708 
[544]   train-auc:0.881411±0.001309 test-auc:0.828278±0.008694 
[545]   train-auc:0.881431±0.001316 test-auc:0.828285±0.008694 
[546]   train-auc:0.881495±0.001308 test-auc:0.828305±0.008685 
[547]   train-auc:0.881538±0.001312 test-auc:0.828311±0.008668 
[548]   train-auc:0.881587±0.001304 test-auc:0.828317±0.008691 
[549]   train-auc:0.881632±0.001304 test-auc:0.828332±0.008699 
[550]   train-auc:0.881672±0.001309 test-auc:0.828358±0.008706 
[551]   train-auc:0.881725±0.001308 test-auc:0.828368±0.008710 
[552]   train-auc:0.881783±0.001297 test-auc:0.828377±0.008718 
[553]   train-auc:0.881838±0.001287 test-auc:0.828412±0.008699 
[554]   train-auc:0.881863±0.001283 test-auc:0.828421±0.008729 
[555]   train-auc:0.881908±0.001284 test-auc:0.828420±0.008735 
[556]   train-auc:0.881925±0.001283 test-auc:0.828441±0.008703 
[557]   train-auc:0.881997±0.001294 test-auc:0.828496±0.008687 
[558]   train-auc:0.882065±0.001280 test-auc:0.828511±0.008688 
[559]   train-auc:0.882103±0.001283 test-auc:0.828524±0.008666 
[560]   train-auc:0.882163±0.001269 test-auc:0.828543±0.008668 
[561]   train-auc:0.882215±0.001274 test-auc:0.828582±0.008653 
[562]   train-auc:0.882274±0.001266 test-auc:0.828605±0.008653 
[563]   train-auc:0.882308±0.001269 test-auc:0.828621±0.008632 
[564]   train-auc:0.882337±0.001282 test-auc:0.828627±0.008655 
[565]   train-auc:0.882397±0.001282 test-auc:0.828666±0.008675 
[566]   train-auc:0.882446±0.001279 test-auc:0.828674±0.008689 
[567]   train-auc:0.882478±0.001280 test-auc:0.828685±0.008694 
[568]   train-auc:0.882486±0.001278 test-auc:0.828688±0.008686 
[569]   train-auc:0.882513±0.001283 test-auc:0.828710±0.008683 
[570]   train-auc:0.882563±0.001275 test-auc:0.828733±0.008666 
[571]   train-auc:0.882634±0.001278 test-auc:0.828734±0.008653 
[572]   train-auc:0.882670±0.001261 test-auc:0.828733±0.008633 
[573]   train-auc:0.882700±0.001263 test-auc:0.828738±0.008643 
[574]   train-auc:0.882736±0.001260 test-auc:0.828748±0.008631 
[575]   train-auc:0.882772±0.001265 test-auc:0.828737±0.008606 
[576]   train-auc:0.882811±0.001257 test-auc:0.828758±0.008611 
[577]   train-auc:0.882860±0.001257 test-auc:0.828759±0.008600 
[578]   train-auc:0.882899±0.001253 test-auc:0.828779±0.008599 
[579]   train-auc:0.882957±0.001233 test-auc:0.828791±0.008593 
[580]   train-auc:0.882983±0.001250 test-auc:0.828816±0.008583 
[581]   train-auc:0.883015±0.001245 test-auc:0.828821±0.008606 
[582]   train-auc:0.883045±0.001241 test-auc:0.828830±0.008605 
[583]   train-auc:0.883082±0.001236 test-auc:0.828855±0.008633 
[584]   train-auc:0.883120±0.001257 test-auc:0.828887±0.008666 
[585]   train-auc:0.883161±0.001245 test-auc:0.828903±0.008639 
[586]   train-auc:0.883228±0.001241 test-auc:0.828967±0.008669 
[587]   train-auc:0.883246±0.001238 test-auc:0.828963±0.008654 
[588]   train-auc:0.883276±0.001242 test-auc:0.828962±0.008648 
[589]   train-auc:0.883315±0.001245 test-auc:0.828973±0.008657 
[590]   train-auc:0.883358±0.001254 test-auc:0.828998±0.008666 
[591]   train-auc:0.883419±0.001249 test-auc:0.829031±0.008666 
[592]   train-auc:0.883457±0.001248 test-auc:0.829039±0.008643 
[593]   train-auc:0.883502±0.001234 test-auc:0.829058±0.008650 
[594]   train-auc:0.883546±0.001234 test-auc:0.829063±0.008638 
[595]   train-auc:0.883588±0.001235 test-auc:0.829052±0.008620 
[596]   train-auc:0.883650±0.001242 test-auc:0.829092±0.008601 
[597]   train-auc:0.883685±0.001240 test-auc:0.829103±0.008593 
[598]   train-auc:0.883726±0.001249 test-auc:0.829095±0.008609 
[599]   train-auc:0.883761±0.001242 test-auc:0.829101±0.008598 
[600]   train-auc:0.883801±0.001251 test-auc:0.829109±0.008618 
[601]   train-auc:0.883828±0.001253 test-auc:0.829115±0.008610 
[602]   train-auc:0.883884±0.001257 test-auc:0.829126±0.008623 
[603]   train-auc:0.883924±0.001264 test-auc:0.829134±0.008622 
[604]   train-auc:0.883951±0.001257 test-auc:0.829133±0.008637 
[605]   train-auc:0.883982±0.001259 test-auc:0.829146±0.008650 
[606]   train-auc:0.884003±0.001264 test-auc:0.829159±0.008644 
[607]   train-auc:0.884061±0.001261 test-auc:0.829186±0.008652 
[608]   train-auc:0.884099±0.001255 test-auc:0.829194±0.008664 
[609]   train-auc:0.884137±0.001244 test-auc:0.829210±0.008669 
[610]   train-auc:0.884184±0.001252 test-auc:0.829251±0.008686 
[611]   train-auc:0.884203±0.001251 test-auc:0.829257±0.008686 
[612]   train-auc:0.884254±0.001244 test-auc:0.829271±0.008707 
[613]   train-auc:0.884319±0.001226 test-auc:0.829313±0.008704 
[614]   train-auc:0.884361±0.001238 test-auc:0.829319±0.008684 
[615]   train-auc:0.884434±0.001240 test-auc:0.829369±0.008676 
[616]   train-auc:0.884510±0.001220 test-auc:0.829380±0.008678 
[617]   train-auc:0.884576±0.001204 test-auc:0.829428±0.008648 
[618]   train-auc:0.884632±0.001176 test-auc:0.829435±0.008660 
[619]   train-auc:0.884668±0.001170 test-auc:0.829450±0.008667 
[620]   train-auc:0.884708±0.001159 test-auc:0.829491±0.008653 
[621]   train-auc:0.884748±0.001162 test-auc:0.829488±0.008647 
[622]   train-auc:0.884783±0.001170 test-auc:0.829497±0.008648 
[623]   train-auc:0.884819±0.001169 test-auc:0.829504±0.008652 
[624]   train-auc:0.884880±0.001139 test-auc:0.829512±0.008647 
[625]   train-auc:0.884905±0.001138 test-auc:0.829525±0.008654 
[626]   train-auc:0.884951±0.001139 test-auc:0.829533±0.008680 
[627]   train-auc:0.884981±0.001137 test-auc:0.829525±0.008670 
[628]   train-auc:0.885044±0.001124 test-auc:0.829551±0.008682 
[629]   train-auc:0.885088±0.001142 test-auc:0.829554±0.008679 
[630]   train-auc:0.885141±0.001125 test-auc:0.829596±0.008679 
[631]   train-auc:0.885162±0.001123 test-auc:0.829609±0.008673 
[632]   train-auc:0.885214±0.001125 test-auc:0.829621±0.008678 
[633]   train-auc:0.885244±0.001126 test-auc:0.829656±0.008678 
[634]   train-auc:0.885275±0.001122 test-auc:0.829645±0.008682 
[635]   train-auc:0.885318±0.001122 test-auc:0.829654±0.008666 
[636]   train-auc:0.885336±0.001127 test-auc:0.829649±0.008670 
[637]   train-auc:0.885361±0.001125 test-auc:0.829663±0.008702 
[638]   train-auc:0.885373±0.001127 test-auc:0.829662±0.008697 
[639]   train-auc:0.885381±0.001130 test-auc:0.829658±0.008700 
[640]   train-auc:0.885406±0.001128 test-auc:0.829663±0.008701 
[641]   train-auc:0.885431±0.001122 test-auc:0.829678±0.008691 
[642]   train-auc:0.885465±0.001125 test-auc:0.829693±0.008702 
[643]   train-auc:0.885495±0.001123 test-auc:0.829717±0.008712 
[644]   train-auc:0.885530±0.001129 test-auc:0.829726±0.008713 
[645]   train-auc:0.885551±0.001131 test-auc:0.829727±0.008717 
[646]   train-auc:0.885568±0.001132 test-auc:0.829731±0.008717 
[647]   train-auc:0.885585±0.001131 test-auc:0.829737±0.008711 
[648]   train-auc:0.885608±0.001126 test-auc:0.829770±0.008692 
[649]   train-auc:0.885630±0.001118 test-auc:0.829771±0.008677 
[650]   train-auc:0.885681±0.001134 test-auc:0.829756±0.008660 
[651]   train-auc:0.885732±0.001160 test-auc:0.829767±0.008678 
[652]   train-auc:0.885764±0.001144 test-auc:0.829781±0.008685 
[653]   train-auc:0.885819±0.001141 test-auc:0.829792±0.008683 
[654]   train-auc:0.885865±0.001147 test-auc:0.829781±0.008675 
[655]   train-auc:0.885919±0.001142 test-auc:0.829794±0.008671 
[656]   train-auc:0.885942±0.001132 test-auc:0.829804±0.008664 
[657]   train-auc:0.885996±0.001130 test-auc:0.829783±0.008666 
[658]   train-auc:0.886027±0.001126 test-auc:0.829810±0.008683 
[659]   train-auc:0.886057±0.001124 test-auc:0.829826±0.008683 
[660]   train-auc:0.886115±0.001128 test-auc:0.829859±0.008666 
[661]   train-auc:0.886168±0.001146 test-auc:0.829858±0.008685 
[662]   train-auc:0.886234±0.001182 test-auc:0.829850±0.008684 
[663]   train-auc:0.886277±0.001179 test-auc:0.829869±0.008693 
[664]   train-auc:0.886306±0.001183 test-auc:0.829883±0.008693 
[665]   train-auc:0.886344±0.001183 test-auc:0.829863±0.008694 
[666]   train-auc:0.886370±0.001185 test-auc:0.829876±0.008698 
[667]   train-auc:0.886400±0.001191 test-auc:0.829914±0.008687 
[668]   train-auc:0.886445±0.001215 test-auc:0.829900±0.008689 
[669]   train-auc:0.886505±0.001236 test-auc:0.829902±0.008684 
[670]   train-auc:0.886519±0.001241 test-auc:0.829897±0.008691 
[671]   train-auc:0.886560±0.001245 test-auc:0.829932±0.008678 
[672]   train-auc:0.886581±0.001245 test-auc:0.829932±0.008673 
[673]   train-auc:0.886652±0.001276 test-auc:0.829965±0.008688 
[674]   train-auc:0.886685±0.001279 test-auc:0.829961±0.008680 
[675]   train-auc:0.886716±0.001293 test-auc:0.829966±0.008705 
[676]   train-auc:0.886762±0.001292 test-auc:0.829984±0.008679 
[677]   train-auc:0.886777±0.001290 test-auc:0.829989±0.008671 
[678]   train-auc:0.886813±0.001297 test-auc:0.830008±0.008700 
[679]   train-auc:0.886855±0.001294 test-auc:0.830041±0.008687 
[680]   train-auc:0.886886±0.001295 test-auc:0.830077±0.008704 
[681]   train-auc:0.886927±0.001320 test-auc:0.830079±0.008709 
[682]   train-auc:0.886962±0.001322 test-auc:0.830075±0.008716 
[683]   train-auc:0.886994±0.001320 test-auc:0.830092±0.008734 
[684]   train-auc:0.887014±0.001325 test-auc:0.830100±0.008732 
[685]   train-auc:0.887037±0.001334 test-auc:0.830107±0.008736 
[686]   train-auc:0.887059±0.001332 test-auc:0.830127±0.008720 
[687]   train-auc:0.887141±0.001362 test-auc:0.830144±0.008708 
[688]   train-auc:0.887159±0.001361 test-auc:0.830134±0.008715 
[689]   train-auc:0.887174±0.001362 test-auc:0.830143±0.008721 
[690]   train-auc:0.887200±0.001356 test-auc:0.830145±0.008720 
[691]   train-auc:0.887220±0.001346 test-auc:0.830142±0.008715 
[692]   train-auc:0.887244±0.001345 test-auc:0.830135±0.008735 
[693]   train-auc:0.887278±0.001357 test-auc:0.830134±0.008733 
[694]   train-auc:0.887299±0.001365 test-auc:0.830143±0.008729 
[695]   train-auc:0.887329±0.001370 test-auc:0.830137±0.008717 
[696]   train-auc:0.887339±0.001366 test-auc:0.830144±0.008718 
[697]   train-auc:0.887393±0.001382 test-auc:0.830135±0.008728 
[698]   train-auc:0.887421±0.001386 test-auc:0.830136±0.008724 
[699]   train-auc:0.887444±0.001390 test-auc:0.830141±0.008717 
[700]   train-auc:0.887464±0.001391 test-auc:0.830136±0.008721 
[701]   train-auc:0.887479±0.001387 test-auc:0.830132±0.008728 
[702]   train-auc:0.887551±0.001387 test-auc:0.830174±0.008741 
[703]   train-auc:0.887588±0.001397 test-auc:0.830199±0.008716 
[704]   train-auc:0.887604±0.001398 test-auc:0.830184±0.008720 
[705]   train-auc:0.887693±0.001429 test-auc:0.830217±0.008739 
[706]   train-auc:0.887759±0.001430 test-auc:0.830237±0.008722 
[707]   train-auc:0.887797±0.001438 test-auc:0.830258±0.008749 
[708]   train-auc:0.887818±0.001435 test-auc:0.830255±0.008742 
[709]   train-auc:0.887854±0.001419 test-auc:0.830257±0.008742 
[710]   train-auc:0.887917±0.001455 test-auc:0.830271±0.008765 
[711]   train-auc:0.887948±0.001459 test-auc:0.830270±0.008735 
[712]   train-auc:0.887983±0.001458 test-auc:0.830304±0.008766 
[713]   train-auc:0.888035±0.001458 test-auc:0.830334±0.008761 
[714]   train-auc:0.888102±0.001470 test-auc:0.830367±0.008749 
[715]   train-auc:0.888140±0.001485 test-auc:0.830383±0.008751 
[716]   train-auc:0.888199±0.001465 test-auc:0.830427±0.008762 
[717]   train-auc:0.888262±0.001479 test-auc:0.830414±0.008752 
[718]   train-auc:0.888294±0.001475 test-auc:0.830417±0.008743 
[719]   train-auc:0.888337±0.001478 test-auc:0.830438±0.008765 
[720]   train-auc:0.888383±0.001489 test-auc:0.830448±0.008772 
[721]   train-auc:0.888459±0.001475 test-auc:0.830488±0.008783 
[722]   train-auc:0.888489±0.001474 test-auc:0.830500±0.008781 
[723]   train-auc:0.888512±0.001474 test-auc:0.830511±0.008790 
[724]   train-auc:0.888578±0.001462 test-auc:0.830537±0.008779 
[725]   train-auc:0.888609±0.001468 test-auc:0.830547±0.008801 
[726]   train-auc:0.888658±0.001485 test-auc:0.830568±0.008782 
[727]   train-auc:0.888681±0.001489 test-auc:0.830567±0.008779 
[728]   train-auc:0.888713±0.001491 test-auc:0.830582±0.008778 
[729]   train-auc:0.888744±0.001495 test-auc:0.830598±0.008778 
[730]   train-auc:0.888775±0.001494 test-auc:0.830603±0.008768 
[731]   train-auc:0.888804±0.001492 test-auc:0.830625±0.008779 
[732]   train-auc:0.888823±0.001496 test-auc:0.830625±0.008794 
[733]   train-auc:0.888836±0.001496 test-auc:0.830621±0.008803 
[734]   train-auc:0.888891±0.001506 test-auc:0.830629±0.008810 
[735]   train-auc:0.888924±0.001497 test-auc:0.830633±0.008817 
[736]   train-auc:0.888961±0.001501 test-auc:0.830637±0.008802 
[737]   train-auc:0.889003±0.001504 test-auc:0.830617±0.008795 
[738]   train-auc:0.889037±0.001513 test-auc:0.830643±0.008795 
[739]   train-auc:0.889059±0.001518 test-auc:0.830661±0.008805 
[740]   train-auc:0.889087±0.001521 test-auc:0.830670±0.008797 
[741]   train-auc:0.889103±0.001522 test-auc:0.830668±0.008801 
[742]   train-auc:0.889155±0.001520 test-auc:0.830677±0.008801 
[743]   train-auc:0.889183±0.001527 test-auc:0.830682±0.008804 
[744]   train-auc:0.889213±0.001534 test-auc:0.830697±0.008816 
[745]   train-auc:0.889254±0.001536 test-auc:0.830709±0.008832 
[746]   train-auc:0.889274±0.001540 test-auc:0.830705±0.008817 
[747]   train-auc:0.889323±0.001555 test-auc:0.830736±0.008820 
[748]   train-auc:0.889360±0.001550 test-auc:0.830769±0.008843 
[749]   train-auc:0.889412±0.001542 test-auc:0.830769±0.008805 
[750]   train-auc:0.889474±0.001564 test-auc:0.830778±0.008816 
[751]   train-auc:0.889497±0.001563 test-auc:0.830775±0.008817 
[752]   train-auc:0.889554±0.001576 test-auc:0.830772±0.008792 
[753]   train-auc:0.889576±0.001593 test-auc:0.830774±0.008787 
[754]   train-auc:0.889603±0.001596 test-auc:0.830778±0.008803 
[755]   train-auc:0.889634±0.001590 test-auc:0.830769±0.008811 
[756]   train-auc:0.889662±0.001587 test-auc:0.830771±0.008780 
[757]   train-auc:0.889680±0.001594 test-auc:0.830771±0.008780 
[758]   train-auc:0.889708±0.001585 test-auc:0.830783±0.008770 
[759]   train-auc:0.889728±0.001588 test-auc:0.830795±0.008769 
[760]   train-auc:0.889758±0.001585 test-auc:0.830805±0.008775 
[761]   train-auc:0.889781±0.001585 test-auc:0.830807±0.008788 
[762]   train-auc:0.889805±0.001591 test-auc:0.830815±0.008768 
[763]   train-auc:0.889833±0.001589 test-auc:0.830815±0.008760 
[764]   train-auc:0.889892±0.001584 test-auc:0.830842±0.008755 
[765]   train-auc:0.889922±0.001577 test-auc:0.830849±0.008749 
[766]   train-auc:0.889968±0.001571 test-auc:0.830895±0.008757 
[767]   train-auc:0.890000±0.001577 test-auc:0.830905±0.008779 
[768]   train-auc:0.890051±0.001588 test-auc:0.830964±0.008767 
[769]   train-auc:0.890072±0.001589 test-auc:0.830950±0.008759 
[770]   train-auc:0.890096±0.001593 test-auc:0.830953±0.008754 
[771]   train-auc:0.890124±0.001589 test-auc:0.830958±0.008754 
[772]   train-auc:0.890163±0.001610 test-auc:0.830976±0.008753 
[773]   train-auc:0.890181±0.001605 test-auc:0.830996±0.008745 
[774]   train-auc:0.890205±0.001603 test-auc:0.830986±0.008727 
[775]   train-auc:0.890231±0.001610 test-auc:0.830985±0.008751 
[776]   train-auc:0.890261±0.001618 test-auc:0.831002±0.008766 
[777]   train-auc:0.890312±0.001622 test-auc:0.831042±0.008756 
[778]   train-auc:0.890345±0.001622 test-auc:0.831050±0.008748 
[779]   train-auc:0.890392±0.001615 test-auc:0.831078±0.008772 
[780]   train-auc:0.890413±0.001615 test-auc:0.831078±0.008785 
[781]   train-auc:0.890472±0.001649 test-auc:0.831077±0.008802 
[782]   train-auc:0.890499±0.001650 test-auc:0.831087±0.008809 
[783]   train-auc:0.890518±0.001650 test-auc:0.831077±0.008789 
[784]   train-auc:0.890536±0.001644 test-auc:0.831088±0.008783 
[785]   train-auc:0.890580±0.001661 test-auc:0.831104±0.008789 
[786]   train-auc:0.890610±0.001650 test-auc:0.831104±0.008781 
[787]   train-auc:0.890661±0.001670 test-auc:0.831117±0.008792 
[788]   train-auc:0.890688±0.001673 test-auc:0.831135±0.008804 
[789]   train-auc:0.890718±0.001675 test-auc:0.831141±0.008797 
[790]   train-auc:0.890758±0.001695 test-auc:0.831136±0.008797 
[791]   train-auc:0.890786±0.001698 test-auc:0.831154±0.008814 
[792]   train-auc:0.890816±0.001695 test-auc:0.831157±0.008819 
[793]   train-auc:0.890852±0.001698 test-auc:0.831159±0.008811 
[794]   train-auc:0.890882±0.001699 test-auc:0.831165±0.008792 
[795]   train-auc:0.890907±0.001694 test-auc:0.831182±0.008784 
[796]   train-auc:0.890956±0.001690 test-auc:0.831207±0.008783 
[797]   train-auc:0.890972±0.001696 test-auc:0.831212±0.008786 
[798]   train-auc:0.891020±0.001709 test-auc:0.831237±0.008778 
[799]   train-auc:0.891053±0.001716 test-auc:0.831237±0.008754 
[800]   train-auc:0.891093±0.001726 test-auc:0.831273±0.008770 
[801]   train-auc:0.891146±0.001709 test-auc:0.831276±0.008785 
[802]   train-auc:0.891167±0.001706 test-auc:0.831301±0.008777 
[803]   train-auc:0.891238±0.001728 test-auc:0.831310±0.008782 
[804]   train-auc:0.891262±0.001731 test-auc:0.831297±0.008752 
[805]   train-auc:0.891321±0.001750 test-auc:0.831294±0.008724 
[806]   train-auc:0.891357±0.001740 test-auc:0.831307±0.008734 
[807]   train-auc:0.891371±0.001742 test-auc:0.831304±0.008721 
[808]   train-auc:0.891424±0.001756 test-auc:0.831299±0.008757 
[809]   train-auc:0.891440±0.001758 test-auc:0.831298±0.008739 
[810]   train-auc:0.891457±0.001762 test-auc:0.831291±0.008741 
[811]   train-auc:0.891478±0.001766 test-auc:0.831289±0.008713 
[812]   train-auc:0.891547±0.001773 test-auc:0.831279±0.008738 
[813]   train-auc:0.891577±0.001780 test-auc:0.831284±0.008727 
[814]   train-auc:0.891602±0.001776 test-auc:0.831284±0.008728 
[815]   train-auc:0.891627±0.001771 test-auc:0.831286±0.008742 
[816]   train-auc:0.891670±0.001776 test-auc:0.831304±0.008754 
[817]   train-auc:0.891725±0.001783 test-auc:0.831309±0.008739 
[818]   train-auc:0.891760±0.001775 test-auc:0.831315±0.008753 
[819]   train-auc:0.891791±0.001766 test-auc:0.831316±0.008741 
[820]   train-auc:0.891831±0.001776 test-auc:0.831318±0.008729 
[821]   train-auc:0.891866±0.001780 test-auc:0.831311±0.008735 
[822]   train-auc:0.891908±0.001766 test-auc:0.831328±0.008721 
[823]   train-auc:0.891950±0.001771 test-auc:0.831351±0.008706 
[824]   train-auc:0.891984±0.001767 test-auc:0.831370±0.008703 
[825]   train-auc:0.892023±0.001755 test-auc:0.831379±0.008701 
[826]   train-auc:0.892127±0.001764 test-auc:0.831393±0.008713 
[827]   train-auc:0.892150±0.001768 test-auc:0.831393±0.008708 
[828]   train-auc:0.892170±0.001765 test-auc:0.831394±0.008708 
[829]   train-auc:0.892203±0.001762 test-auc:0.831410±0.008706 
[830]   train-auc:0.892222±0.001762 test-auc:0.831410±0.008698 
[831]   train-auc:0.892238±0.001762 test-auc:0.831410±0.008704 
[832]   train-auc:0.892264±0.001765 test-auc:0.831413±0.008698 
[833]   train-auc:0.892288±0.001769 test-auc:0.831412±0.008693 
[834]   train-auc:0.892316±0.001762 test-auc:0.831422±0.008690 
[835]   train-auc:0.892378±0.001791 test-auc:0.831422±0.008697 
[836]   train-auc:0.892408±0.001792 test-auc:0.831446±0.008688 
[837]   train-auc:0.892437±0.001791 test-auc:0.831441±0.008699 
[838]   train-auc:0.892478±0.001814 test-auc:0.831430±0.008704 
[839]   train-auc:0.892531±0.001810 test-auc:0.831473±0.008684 
[840]   train-auc:0.892584±0.001813 test-auc:0.831486±0.008653 
[841]   train-auc:0.892624±0.001813 test-auc:0.831493±0.008657 
[842]   train-auc:0.892656±0.001822 test-auc:0.831508±0.008680 
[843]   train-auc:0.892690±0.001818 test-auc:0.831531±0.008677 
[844]   train-auc:0.892742±0.001813 test-auc:0.831560±0.008643 
[845]   train-auc:0.892761±0.001817 test-auc:0.831563±0.008638 
[846]   train-auc:0.892812±0.001813 test-auc:0.831578±0.008629 
[847]   train-auc:0.892861±0.001804 test-auc:0.831583±0.008646 
[848]   train-auc:0.892899±0.001815 test-auc:0.831572±0.008640 
[849]   train-auc:0.892947±0.001813 test-auc:0.831584±0.008632 
[850]   train-auc:0.892979±0.001801 test-auc:0.831582±0.008635 
[851]   train-auc:0.893006±0.001797 test-auc:0.831586±0.008619 
[852]   train-auc:0.893052±0.001813 test-auc:0.831602±0.008600 
[853]   train-auc:0.893112±0.001800 test-auc:0.831628±0.008608 
[854]   train-auc:0.893132±0.001796 test-auc:0.831636±0.008611 
[855]   train-auc:0.893185±0.001785 test-auc:0.831642±0.008602 
[856]   train-auc:0.893239±0.001793 test-auc:0.831641±0.008597 
[857]   train-auc:0.893261±0.001789 test-auc:0.831636±0.008590 
[858]   train-auc:0.893290±0.001779 test-auc:0.831642±0.008594 
[859]   train-auc:0.893311±0.001784 test-auc:0.831645±0.008566 
[860]   train-auc:0.893335±0.001787 test-auc:0.831649±0.008559 
[861]   train-auc:0.893368±0.001783 test-auc:0.831654±0.008550 
[862]   train-auc:0.893411±0.001782 test-auc:0.831665±0.008564 
[863]   train-auc:0.893436±0.001776 test-auc:0.831662±0.008561 
[864]   train-auc:0.893476±0.001764 test-auc:0.831671±0.008576 
[865]   train-auc:0.893509±0.001767 test-auc:0.831666±0.008572 
[866]   train-auc:0.893543±0.001749 test-auc:0.831669±0.008571 
[867]   train-auc:0.893595±0.001749 test-auc:0.831679±0.008548 
[868]   train-auc:0.893658±0.001759 test-auc:0.831720±0.008562 
[869]   train-auc:0.893676±0.001758 test-auc:0.831718±0.008566 
[870]   train-auc:0.893701±0.001758 test-auc:0.831723±0.008558 
[871]   train-auc:0.893731±0.001753 test-auc:0.831740±0.008548 
[872]   train-auc:0.893749±0.001758 test-auc:0.831738±0.008552 
[873]   train-auc:0.893774±0.001769 test-auc:0.831747±0.008549 
[874]   train-auc:0.893797±0.001766 test-auc:0.831754±0.008549 
[875]   train-auc:0.893835±0.001759 test-auc:0.831773±0.008542 
[876]   train-auc:0.893911±0.001758 test-auc:0.831805±0.008570 
[877]   train-auc:0.893952±0.001769 test-auc:0.831816±0.008556 
[878]   train-auc:0.893987±0.001761 test-auc:0.831827±0.008561 
[879]   train-auc:0.894020±0.001753 test-auc:0.831834±0.008556 
[880]   train-auc:0.894048±0.001753 test-auc:0.831847±0.008555 
[881]   train-auc:0.894070±0.001743 test-auc:0.831840±0.008546 
[882]   train-auc:0.894109±0.001733 test-auc:0.831874±0.008545 
[883]   train-auc:0.894135±0.001732 test-auc:0.831887±0.008538 
[884]   train-auc:0.894175±0.001719 test-auc:0.831917±0.008533 
[885]   train-auc:0.894219±0.001749 test-auc:0.831921±0.008546 
[886]   train-auc:0.894255±0.001759 test-auc:0.831942±0.008545 
[887]   train-auc:0.894302±0.001759 test-auc:0.831961±0.008571 
[888]   train-auc:0.894317±0.001761 test-auc:0.831949±0.008556 
[889]   train-auc:0.894345±0.001756 test-auc:0.831947±0.008560 
[890]   train-auc:0.894361±0.001753 test-auc:0.831940±0.008566 
[891]   train-auc:0.894377±0.001752 test-auc:0.831941±0.008562 
[892]   train-auc:0.894406±0.001756 test-auc:0.831950±0.008567 
[893]   train-auc:0.894436±0.001750 test-auc:0.831970±0.008584 
[894]   train-auc:0.894454±0.001757 test-auc:0.831972±0.008583 
[895]   train-auc:0.894498±0.001751 test-auc:0.831980±0.008596 
[896]   train-auc:0.894520±0.001758 test-auc:0.831990±0.008592 
[897]   train-auc:0.894542±0.001759 test-auc:0.831987±0.008578 
[898]   train-auc:0.894568±0.001754 test-auc:0.831991±0.008566 
[899]   train-auc:0.894612±0.001769 test-auc:0.832013±0.008576 
[900]   train-auc:0.894638±0.001778 test-auc:0.832013±0.008568 
[901]   train-auc:0.894663±0.001766 test-auc:0.832025±0.008571 
[902]   train-auc:0.894678±0.001767 test-auc:0.832041±0.008579 
[903]   train-auc:0.894743±0.001784 test-auc:0.832056±0.008586 
[904]   train-auc:0.894789±0.001783 test-auc:0.832066±0.008573 
[905]   train-auc:0.894822±0.001774 test-auc:0.832073±0.008569 
[906]   train-auc:0.894867±0.001775 test-auc:0.832116±0.008562 
[907]   train-auc:0.894927±0.001786 test-auc:0.832121±0.008550 
[908]   train-auc:0.894964±0.001785 test-auc:0.832142±0.008540 
[909]   train-auc:0.894994±0.001783 test-auc:0.832147±0.008542 
[910]   train-auc:0.895053±0.001772 test-auc:0.832151±0.008551 
[911]   train-auc:0.895064±0.001775 test-auc:0.832150±0.008549 
[912]   train-auc:0.895097±0.001775 test-auc:0.832158±0.008556 
[913]   train-auc:0.895109±0.001772 test-auc:0.832171±0.008549 
[914]   train-auc:0.895134±0.001767 test-auc:0.832168±0.008530 
[915]   train-auc:0.895226±0.001772 test-auc:0.832184±0.008530 
[916]   train-auc:0.895259±0.001770 test-auc:0.832193±0.008511 
[917]   train-auc:0.895297±0.001753 test-auc:0.832221±0.008523 
[918]   train-auc:0.895336±0.001747 test-auc:0.832252±0.008544 
[919]   train-auc:0.895366±0.001743 test-auc:0.832270±0.008542 
[920]   train-auc:0.895400±0.001744 test-auc:0.832273±0.008542 
[921]   train-auc:0.895420±0.001753 test-auc:0.832272±0.008546 
[922]   train-auc:0.895444±0.001750 test-auc:0.832280±0.008530 
[923]   train-auc:0.895457±0.001757 test-auc:0.832284±0.008536 
[924]   train-auc:0.895506±0.001755 test-auc:0.832289±0.008514 
[925]   train-auc:0.895553±0.001750 test-auc:0.832320±0.008537 
[926]   train-auc:0.895587±0.001752 test-auc:0.832317±0.008517 
[927]   train-auc:0.895627±0.001752 test-auc:0.832334±0.008547 
[928]   train-auc:0.895658±0.001748 test-auc:0.832354±0.008554 
[929]   train-auc:0.895697±0.001746 test-auc:0.832374±0.008539 
[930]   train-auc:0.895731±0.001749 test-auc:0.832388±0.008553 
[931]   train-auc:0.895753±0.001746 test-auc:0.832392±0.008550 
[932]   train-auc:0.895810±0.001746 test-auc:0.832427±0.008568 
[933]   train-auc:0.895836±0.001744 test-auc:0.832431±0.008562 
[934]   train-auc:0.895865±0.001746 test-auc:0.832433±0.008588 
[935]   train-auc:0.895894±0.001734 test-auc:0.832422±0.008589 
[936]   train-auc:0.895917±0.001737 test-auc:0.832436±0.008576 
[937]   train-auc:0.895937±0.001739 test-auc:0.832449±0.008578 
[938]   train-auc:0.895981±0.001731 test-auc:0.832442±0.008572 
[939]   train-auc:0.896030±0.001718 test-auc:0.832475±0.008596 
[940]   train-auc:0.896043±0.001723 test-auc:0.832486±0.008593 
[941]   train-auc:0.896067±0.001719 test-auc:0.832479±0.008569 
[942]   train-auc:0.896105±0.001712 test-auc:0.832487±0.008557 
[943]   train-auc:0.896144±0.001709 test-auc:0.832506±0.008547 
[944]   train-auc:0.896169±0.001707 test-auc:0.832517±0.008561 
[945]   train-auc:0.896218±0.001700 test-auc:0.832519±0.008562 
[946]   train-auc:0.896248±0.001705 test-auc:0.832534±0.008561 
[947]   train-auc:0.896272±0.001711 test-auc:0.832553±0.008585 
[948]   train-auc:0.896290±0.001707 test-auc:0.832565±0.008576 
[949]   train-auc:0.896330±0.001698 test-auc:0.832567±0.008592 
[950]   train-auc:0.896360±0.001689 test-auc:0.832579±0.008593 
[951]   train-auc:0.896384±0.001688 test-auc:0.832581±0.008578 
[952]   train-auc:0.896407±0.001689 test-auc:0.832586±0.008578 
[953]   train-auc:0.896441±0.001684 test-auc:0.832600±0.008580 
[954]   train-auc:0.896490±0.001668 test-auc:0.832611±0.008583 
[955]   train-auc:0.896521±0.001662 test-auc:0.832631±0.008595 
[956]   train-auc:0.896540±0.001659 test-auc:0.832637±0.008598 
[957]   train-auc:0.896575±0.001644 test-auc:0.832642±0.008604 
[958]   train-auc:0.896603±0.001642 test-auc:0.832652±0.008607 
[959]   train-auc:0.896627±0.001647 test-auc:0.832668±0.008605 
[960]   train-auc:0.896664±0.001648 test-auc:0.832672±0.008605 
[961]   train-auc:0.896701±0.001650 test-auc:0.832683±0.008604 
[962]   train-auc:0.896739±0.001639 test-auc:0.832716±0.008588 
[963]   train-auc:0.896765±0.001628 test-auc:0.832725±0.008577 
[964]   train-auc:0.896805±0.001623 test-auc:0.832724±0.008572 
[965]   train-auc:0.896838±0.001623 test-auc:0.832737±0.008565 
[966]   train-auc:0.896892±0.001631 test-auc:0.832764±0.008555 
[967]   train-auc:0.896914±0.001628 test-auc:0.832776±0.008545 
[968]   train-auc:0.896965±0.001649 test-auc:0.832776±0.008554 
[969]   train-auc:0.897004±0.001650 test-auc:0.832805±0.008544 
[970]   train-auc:0.897018±0.001655 test-auc:0.832794±0.008532 
[971]   train-auc:0.897030±0.001658 test-auc:0.832791±0.008517 
[972]   train-auc:0.897054±0.001661 test-auc:0.832817±0.008528 
[973]   train-auc:0.897073±0.001658 test-auc:0.832826±0.008523 
[974]   train-auc:0.897095±0.001662 test-auc:0.832822±0.008518 
[975]   train-auc:0.897143±0.001657 test-auc:0.832839±0.008510 
[976]   train-auc:0.897197±0.001674 test-auc:0.832843±0.008494 
[977]   train-auc:0.897234±0.001677 test-auc:0.832848±0.008492 
[978]   train-auc:0.897276±0.001679 test-auc:0.832855±0.008480 
[979]   train-auc:0.897301±0.001673 test-auc:0.832873±0.008486 
[980]   train-auc:0.897325±0.001671 test-auc:0.832880±0.008503 
[981]   train-auc:0.897356±0.001664 test-auc:0.832890±0.008508 
[982]   train-auc:0.897371±0.001666 test-auc:0.832885±0.008496 
[983]   train-auc:0.897389±0.001662 test-auc:0.832882±0.008492 
[984]   train-auc:0.897416±0.001660 test-auc:0.832903±0.008497 
[985]   train-auc:0.897462±0.001673 test-auc:0.832889±0.008496 
[986]   train-auc:0.897528±0.001666 test-auc:0.832909±0.008520 
[987]   train-auc:0.897547±0.001668 test-auc:0.832933±0.008529 
[988]   train-auc:0.897596±0.001681 test-auc:0.832973±0.008543 
[989]   train-auc:0.897623±0.001678 test-auc:0.832977±0.008535 
[990]   train-auc:0.897664±0.001675 test-auc:0.833003±0.008518 
[991]   train-auc:0.897714±0.001678 test-auc:0.833014±0.008518 
[992]   train-auc:0.897770±0.001674 test-auc:0.833018±0.008511 
[993]   train-auc:0.897796±0.001666 test-auc:0.833017±0.008500 
[994]   train-auc:0.897859±0.001659 test-auc:0.833050±0.008516 
[995]   train-auc:0.897894±0.001651 test-auc:0.833050±0.008520 
[996]   train-auc:0.897920±0.001649 test-auc:0.833065±0.008505 
[997]   train-auc:0.897949±0.001645 test-auc:0.833079±0.008498 
[998]   train-auc:0.897965±0.001649 test-auc:0.833082±0.008479 
[999]   train-auc:0.897989±0.001649 test-auc:0.833089±0.008486 
[1000]  train-auc:0.898047±0.001658 test-auc:0.833116±0.008480 
[1001]  train-auc:0.898068±0.001659 test-auc:0.833120±0.008482 
[1002]  train-auc:0.898135±0.001648 test-auc:0.833138±0.008457 
[1003]  train-auc:0.898155±0.001660 test-auc:0.833142±0.008467 
[1004]  train-auc:0.898184±0.001669 test-auc:0.833142±0.008475 
[1005]  train-auc:0.898213±0.001666 test-auc:0.833141±0.008483 
[1006]  train-auc:0.898259±0.001654 test-auc:0.833145±0.008487 
[1007]  train-auc:0.898281±0.001650 test-auc:0.833147±0.008462 
[1008]  train-auc:0.898338±0.001654 test-auc:0.833174±0.008454 
[1009]  train-auc:0.898378±0.001649 test-auc:0.833182±0.008461 
[1010]  train-auc:0.898405±0.001648 test-auc:0.833172±0.008456 
[1011]  train-auc:0.898432±0.001649 test-auc:0.833171±0.008464 
[1012]  train-auc:0.898469±0.001658 test-auc:0.833183±0.008467 
[1013]  train-auc:0.898498±0.001642 test-auc:0.833188±0.008462 
[1014]  train-auc:0.898529±0.001635 test-auc:0.833214±0.008454 
[1015]  train-auc:0.898601±0.001641 test-auc:0.833249±0.008424 
[1016]  train-auc:0.898627±0.001645 test-auc:0.833261±0.008415 
[1017]  train-auc:0.898656±0.001642 test-auc:0.833279±0.008440 
[1018]  train-auc:0.898695±0.001643 test-auc:0.833307±0.008438 
[1019]  train-auc:0.898729±0.001639 test-auc:0.833315±0.008426 
[1020]  train-auc:0.898765±0.001626 test-auc:0.833334±0.008446 
[1021]  train-auc:0.898776±0.001631 test-auc:0.833342±0.008449 
[1022]  train-auc:0.898813±0.001631 test-auc:0.833333±0.008452 
[1023]  train-auc:0.898863±0.001649 test-auc:0.833364±0.008467 
[1024]  train-auc:0.898877±0.001653 test-auc:0.833369±0.008485 
[1025]  train-auc:0.898898±0.001647 test-auc:0.833369±0.008478 
[1026]  train-auc:0.898940±0.001659 test-auc:0.833361±0.008487 
[1027]  train-auc:0.898956±0.001666 test-auc:0.833368±0.008498 
[1028]  train-auc:0.898976±0.001671 test-auc:0.833364±0.008490 
[1029]  train-auc:0.899001±0.001678 test-auc:0.833378±0.008496 
[1030]  train-auc:0.899043±0.001663 test-auc:0.833397±0.008499 
[1031]  train-auc:0.899080±0.001666 test-auc:0.833406±0.008499 
[1032]  train-auc:0.899108±0.001670 test-auc:0.833409±0.008500 
[1033]  train-auc:0.899130±0.001673 test-auc:0.833430±0.008502 
[1034]  train-auc:0.899182±0.001654 test-auc:0.833443±0.008496 
[1035]  train-auc:0.899209±0.001658 test-auc:0.833442±0.008496 
[1036]  train-auc:0.899249±0.001645 test-auc:0.833448±0.008495 
[1037]  train-auc:0.899295±0.001635 test-auc:0.833470±0.008492 
[1038]  train-auc:0.899330±0.001624 test-auc:0.833481±0.008507 
[1039]  train-auc:0.899351±0.001624 test-auc:0.833492±0.008517 
[1040]  train-auc:0.899371±0.001630 test-auc:0.833498±0.008509 
[1041]  train-auc:0.899413±0.001622 test-auc:0.833514±0.008501 
[1042]  train-auc:0.899440±0.001626 test-auc:0.833521±0.008498 
[1043]  train-auc:0.899474±0.001620 test-auc:0.833545±0.008508 
[1044]  train-auc:0.899491±0.001623 test-auc:0.833539±0.008504 
[1045]  train-auc:0.899515±0.001632 test-auc:0.833534±0.008505 
[1046]  train-auc:0.899551±0.001633 test-auc:0.833551±0.008516 
[1047]  train-auc:0.899574±0.001635 test-auc:0.833545±0.008517 
[1048]  train-auc:0.899602±0.001642 test-auc:0.833547±0.008514 
[1049]  train-auc:0.899624±0.001632 test-auc:0.833549±0.008513 
[1050]  train-auc:0.899689±0.001633 test-auc:0.833577±0.008507 
[1051]  train-auc:0.899731±0.001631 test-auc:0.833569±0.008524 
[1052]  train-auc:0.899770±0.001623 test-auc:0.833583±0.008501 
[1053]  train-auc:0.899827±0.001627 test-auc:0.833618±0.008517 
[1054]  train-auc:0.899882±0.001656 test-auc:0.833622±0.008539 
[1055]  train-auc:0.899909±0.001648 test-auc:0.833639±0.008532 
[1056]  train-auc:0.899936±0.001652 test-auc:0.833653±0.008523 
[1057]  train-auc:0.899958±0.001657 test-auc:0.833640±0.008511 
[1058]  train-auc:0.899986±0.001668 test-auc:0.833661±0.008510 
[1059]  train-auc:0.900050±0.001655 test-auc:0.833666±0.008539 
[1060]  train-auc:0.900066±0.001655 test-auc:0.833674±0.008525 
[1061]  train-auc:0.900092±0.001655 test-auc:0.833680±0.008531 
[1062]  train-auc:0.900113±0.001654 test-auc:0.833687±0.008524 
[1063]  train-auc:0.900152±0.001649 test-auc:0.833712±0.008524 
[1064]  train-auc:0.900181±0.001647 test-auc:0.833708±0.008527 
[1065]  train-auc:0.900206±0.001645 test-auc:0.833712±0.008518 
[1066]  train-auc:0.900239±0.001644 test-auc:0.833728±0.008514 
[1067]  train-auc:0.900284±0.001650 test-auc:0.833766±0.008492 
[1068]  train-auc:0.900338±0.001645 test-auc:0.833778±0.008507 
[1069]  train-auc:0.900377±0.001642 test-auc:0.833794±0.008515 
[1070]  train-auc:0.900407±0.001647 test-auc:0.833817±0.008501 
[1071]  train-auc:0.900450±0.001651 test-auc:0.833813±0.008504 
[1072]  train-auc:0.900504±0.001630 test-auc:0.833834±0.008487 
[1073]  train-auc:0.900534±0.001636 test-auc:0.833846±0.008492 
[1074]  train-auc:0.900590±0.001632 test-auc:0.833859±0.008512 
[1075]  train-auc:0.900678±0.001616 test-auc:0.833892±0.008486 
[1076]  train-auc:0.900695±0.001624 test-auc:0.833888±0.008493 
[1077]  train-auc:0.900714±0.001621 test-auc:0.833904±0.008488 
[1078]  train-auc:0.900750±0.001640 test-auc:0.833913±0.008474 
[1079]  train-auc:0.900768±0.001636 test-auc:0.833929±0.008490 
[1080]  train-auc:0.900793±0.001642 test-auc:0.833935±0.008482 
[1081]  train-auc:0.900845±0.001630 test-auc:0.833956±0.008484 
[1082]  train-auc:0.900880±0.001636 test-auc:0.833973±0.008463 
[1083]  train-auc:0.900922±0.001623 test-auc:0.833975±0.008451 
[1084]  train-auc:0.900938±0.001624 test-auc:0.833975±0.008460 
[1085]  train-auc:0.900950±0.001631 test-auc:0.833978±0.008456 
[1086]  train-auc:0.900967±0.001630 test-auc:0.833977±0.008465 
[1087]  train-auc:0.900996±0.001626 test-auc:0.833981±0.008466 
[1088]  train-auc:0.901045±0.001628 test-auc:0.833999±0.008447 
[1089]  train-auc:0.901067±0.001632 test-auc:0.834001±0.008469 
[1090]  train-auc:0.901092±0.001633 test-auc:0.834010±0.008484 
[1091]  train-auc:0.901130±0.001623 test-auc:0.834024±0.008462 
[1092]  train-auc:0.901150±0.001617 test-auc:0.834034±0.008444 
[1093]  train-auc:0.901179±0.001623 test-auc:0.834042±0.008434 
[1094]  train-auc:0.901199±0.001617 test-auc:0.834046±0.008422 
[1095]  train-auc:0.901227±0.001614 test-auc:0.834064±0.008431 
[1096]  train-auc:0.901253±0.001596 test-auc:0.834070±0.008436 
[1097]  train-auc:0.901278±0.001590 test-auc:0.834068±0.008446 
[1098]  train-auc:0.901320±0.001586 test-auc:0.834086±0.008439 
[1099]  train-auc:0.901337±0.001582 test-auc:0.834089±0.008436 
[1100]  train-auc:0.901359±0.001574 test-auc:0.834094±0.008447 
[1101]  train-auc:0.901400±0.001572 test-auc:0.834119±0.008441 
[1102]  train-auc:0.901418±0.001568 test-auc:0.834120±0.008420 
[1103]  train-auc:0.901454±0.001546 test-auc:0.834116±0.008421 
[1104]  train-auc:0.901478±0.001539 test-auc:0.834138±0.008392 
[1105]  train-auc:0.901507±0.001534 test-auc:0.834136±0.008392 
[1106]  train-auc:0.901544±0.001543 test-auc:0.834154±0.008385 
[1107]  train-auc:0.901582±0.001535 test-auc:0.834158±0.008365 
[1108]  train-auc:0.901606±0.001532 test-auc:0.834175±0.008367 
[1109]  train-auc:0.901642±0.001529 test-auc:0.834169±0.008356 
[1110]  train-auc:0.901663±0.001522 test-auc:0.834166±0.008353 
[1111]  train-auc:0.901704±0.001526 test-auc:0.834181±0.008349 
[1112]  train-auc:0.901757±0.001523 test-auc:0.834202±0.008369 
[1113]  train-auc:0.901790±0.001522 test-auc:0.834204±0.008369 
[1114]  train-auc:0.901832±0.001524 test-auc:0.834195±0.008371 
[1115]  train-auc:0.901856±0.001521 test-auc:0.834211±0.008376 
[1116]  train-auc:0.901902±0.001528 test-auc:0.834216±0.008365 
[1117]  train-auc:0.901943±0.001535 test-auc:0.834230±0.008360 
[1118]  train-auc:0.901955±0.001536 test-auc:0.834241±0.008349 
[1119]  train-auc:0.901998±0.001536 test-auc:0.834258±0.008368 
[1120]  train-auc:0.902020±0.001532 test-auc:0.834249±0.008343 
[1121]  train-auc:0.902046±0.001539 test-auc:0.834241±0.008344 
[1122]  train-auc:0.902067±0.001535 test-auc:0.834244±0.008349 
[1123]  train-auc:0.902099±0.001533 test-auc:0.834261±0.008331 
[1124]  train-auc:0.902128±0.001531 test-auc:0.834279±0.008335 
[1125]  train-auc:0.902154±0.001527 test-auc:0.834284±0.008344 
[1126]  train-auc:0.902189±0.001525 test-auc:0.834293±0.008328 
[1127]  train-auc:0.902218±0.001518 test-auc:0.834291±0.008324 
[1128]  train-auc:0.902246±0.001513 test-auc:0.834287±0.008307 
[1129]  train-auc:0.902266±0.001515 test-auc:0.834287±0.008299 
[1130]  train-auc:0.902295±0.001512 test-auc:0.834297±0.008296 
[1131]  train-auc:0.902330±0.001506 test-auc:0.834291±0.008286 
[1132]  train-auc:0.902381±0.001506 test-auc:0.834308±0.008271 
[1133]  train-auc:0.902401±0.001501 test-auc:0.834307±0.008264 
[1134]  train-auc:0.902413±0.001501 test-auc:0.834305±0.008266 
[1135]  train-auc:0.902459±0.001494 test-auc:0.834318±0.008263 
[1136]  train-auc:0.902501±0.001485 test-auc:0.834324±0.008265 
[1137]  train-auc:0.902539±0.001501 test-auc:0.834321±0.008256 
[1138]  train-auc:0.902581±0.001498 test-auc:0.834354±0.008230 
[1139]  train-auc:0.902613±0.001479 test-auc:0.834356±0.008220 
[1140]  train-auc:0.902641±0.001474 test-auc:0.834352±0.008221 
[1141]  train-auc:0.902666±0.001473 test-auc:0.834353±0.008227 
[1142]  train-auc:0.902697±0.001473 test-auc:0.834350±0.008215 
[1143]  train-auc:0.902739±0.001477 test-auc:0.834345±0.008237 
[1144]  train-auc:0.902771±0.001479 test-auc:0.834354±0.008239 
[1145]  train-auc:0.902809±0.001500 test-auc:0.834372±0.008248 
[1146]  train-auc:0.902832±0.001506 test-auc:0.834396±0.008234 
[1147]  train-auc:0.902860±0.001509 test-auc:0.834406±0.008244 
[1148]  train-auc:0.902934±0.001508 test-auc:0.834455±0.008260 
[1149]  train-auc:0.902946±0.001510 test-auc:0.834453±0.008255 
[1150]  train-auc:0.902978±0.001514 test-auc:0.834463±0.008233 
[1151]  train-auc:0.903001±0.001505 test-auc:0.834454±0.008214 
[1152]  train-auc:0.903035±0.001502 test-auc:0.834458±0.008209 
[1153]  train-auc:0.903068±0.001503 test-auc:0.834460±0.008202 
[1154]  train-auc:0.903102±0.001506 test-auc:0.834481±0.008199 
[1155]  train-auc:0.903134±0.001501 test-auc:0.834506±0.008207 
[1156]  train-auc:0.903152±0.001508 test-auc:0.834504±0.008211 
[1157]  train-auc:0.903187±0.001508 test-auc:0.834518±0.008220 
[1158]  train-auc:0.903233±0.001514 test-auc:0.834526±0.008196 
[1159]  train-auc:0.903273±0.001502 test-auc:0.834537±0.008202 
[1160]  train-auc:0.903291±0.001502 test-auc:0.834533±0.008197 
[1161]  train-auc:0.903315±0.001507 test-auc:0.834545±0.008194 
[1162]  train-auc:0.903349±0.001509 test-auc:0.834561±0.008192 
[1163]  train-auc:0.903367±0.001506 test-auc:0.834573±0.008171 
[1164]  train-auc:0.903401±0.001504 test-auc:0.834587±0.008162 
[1165]  train-auc:0.903436±0.001503 test-auc:0.834600±0.008164 
[1166]  train-auc:0.903475±0.001509 test-auc:0.834600±0.008165 
[1167]  train-auc:0.903498±0.001507 test-auc:0.834603±0.008176 
[1168]  train-auc:0.903540±0.001506 test-auc:0.834625±0.008178 
[1169]  train-auc:0.903606±0.001487 test-auc:0.834637±0.008170 
[1170]  train-auc:0.903635±0.001477 test-auc:0.834652±0.008158 
[1171]  train-auc:0.903661±0.001470 test-auc:0.834660±0.008153 
[1172]  train-auc:0.903706±0.001464 test-auc:0.834666±0.008155 
[1173]  train-auc:0.903747±0.001470 test-auc:0.834692±0.008157 
[1174]  train-auc:0.903786±0.001471 test-auc:0.834717±0.008142 
[1175]  train-auc:0.903818±0.001464 test-auc:0.834711±0.008163 
[1176]  train-auc:0.903846±0.001468 test-auc:0.834722±0.008152 
[1177]  train-auc:0.903865±0.001469 test-auc:0.834713±0.008155 
[1178]  train-auc:0.903891±0.001470 test-auc:0.834726±0.008165 
[1179]  train-auc:0.903906±0.001466 test-auc:0.834723±0.008144 
[1180]  train-auc:0.903920±0.001466 test-auc:0.834729±0.008139 
[1181]  train-auc:0.903941±0.001462 test-auc:0.834746±0.008127 
[1182]  train-auc:0.903968±0.001464 test-auc:0.834761±0.008113 
[1183]  train-auc:0.903986±0.001462 test-auc:0.834752±0.008110 
[1184]  train-auc:0.904024±0.001464 test-auc:0.834757±0.008118 
[1185]  train-auc:0.904051±0.001462 test-auc:0.834758±0.008104 
[1186]  train-auc:0.904074±0.001460 test-auc:0.834765±0.008108 
[1187]  train-auc:0.904149±0.001442 test-auc:0.834802±0.008103 
[1188]  train-auc:0.904174±0.001441 test-auc:0.834803±0.008113 
[1189]  train-auc:0.904196±0.001439 test-auc:0.834797±0.008110 
[1190]  train-auc:0.904241±0.001433 test-auc:0.834798±0.008104 
[1191]  train-auc:0.904259±0.001426 test-auc:0.834797±0.008116 
[1192]  train-auc:0.904293±0.001429 test-auc:0.834811±0.008109 
[1193]  train-auc:0.904320±0.001441 test-auc:0.834839±0.008109 
[1194]  train-auc:0.904348±0.001447 test-auc:0.834845±0.008102 
[1195]  train-auc:0.904375±0.001456 test-auc:0.834842±0.008106 
[1196]  train-auc:0.904407±0.001448 test-auc:0.834856±0.008110 
[1197]  train-auc:0.904497±0.001441 test-auc:0.834906±0.008108 
[1198]  train-auc:0.904540±0.001431 test-auc:0.834929±0.008100 
[1199]  train-auc:0.904556±0.001428 test-auc:0.834941±0.008101 
[1200]  train-auc:0.904587±0.001440 test-auc:0.834951±0.008079 
[1201]  train-auc:0.904608±0.001443 test-auc:0.834961±0.008076 
[1202]  train-auc:0.904646±0.001448 test-auc:0.834985±0.008090 
[1203]  train-auc:0.904671±0.001455 test-auc:0.835004±0.008082 
[1204]  train-auc:0.904695±0.001457 test-auc:0.835003±0.008077 
[1205]  train-auc:0.904739±0.001460 test-auc:0.835022±0.008073 
[1206]  train-auc:0.904760±0.001460 test-auc:0.835015±0.008064 
[1207]  train-auc:0.904781±0.001457 test-auc:0.835023±0.008087 
[1208]  train-auc:0.904796±0.001450 test-auc:0.835015±0.008105 
[1209]  train-auc:0.904824±0.001439 test-auc:0.835024±0.008096 
[1210]  train-auc:0.904850±0.001447 test-auc:0.835041±0.008105 
[1211]  train-auc:0.904882±0.001449 test-auc:0.835059±0.008111 
[1212]  train-auc:0.904905±0.001439 test-auc:0.835076±0.008094 
[1213]  train-auc:0.904939±0.001438 test-auc:0.835100±0.008074 
[1214]  train-auc:0.904956±0.001440 test-auc:0.835096±0.008087 
[1215]  train-auc:0.904997±0.001421 test-auc:0.835123±0.008081 
[1216]  train-auc:0.905028±0.001421 test-auc:0.835132±0.008068 
[1217]  train-auc:0.905041±0.001420 test-auc:0.835136±0.008074 
[1218]  train-auc:0.905072±0.001411 test-auc:0.835135±0.008074 
[1219]  train-auc:0.905098±0.001404 test-auc:0.835154±0.008079 
[1220]  train-auc:0.905120±0.001399 test-auc:0.835157±0.008081 
[1221]  train-auc:0.905142±0.001396 test-auc:0.835158±0.008081 
[1222]  train-auc:0.905178±0.001382 test-auc:0.835166±0.008065 
[1223]  train-auc:0.905214±0.001373 test-auc:0.835185±0.008063 
[1224]  train-auc:0.905236±0.001368 test-auc:0.835183±0.008060 
[1225]  train-auc:0.905267±0.001373 test-auc:0.835190±0.008075 
[1226]  train-auc:0.905290±0.001365 test-auc:0.835194±0.008071 
[1227]  train-auc:0.905319±0.001359 test-auc:0.835206±0.008063 
[1228]  train-auc:0.905350±0.001370 test-auc:0.835195±0.008057 
[1229]  train-auc:0.905390±0.001372 test-auc:0.835204±0.008051 
[1230]  train-auc:0.905425±0.001354 test-auc:0.835224±0.008055 
[1231]  train-auc:0.905449±0.001351 test-auc:0.835216±0.008059 
[1232]  train-auc:0.905483±0.001354 test-auc:0.835223±0.008065 
[1233]  train-auc:0.905498±0.001348 test-auc:0.835246±0.008060 
[1234]  train-auc:0.905535±0.001349 test-auc:0.835238±0.008053 
[1235]  train-auc:0.905572±0.001342 test-auc:0.835261±0.008040 
[1236]  train-auc:0.905631±0.001361 test-auc:0.835270±0.008037 
[1237]  train-auc:0.905664±0.001354 test-auc:0.835269±0.008041 
[1238]  train-auc:0.905695±0.001352 test-auc:0.835282±0.008031 
[1239]  train-auc:0.905726±0.001381 test-auc:0.835269±0.008029 
[1240]  train-auc:0.905746±0.001375 test-auc:0.835280±0.008033 
[1241]  train-auc:0.905812±0.001374 test-auc:0.835289±0.008038 
[1242]  train-auc:0.905846±0.001382 test-auc:0.835307±0.008051 
[1243]  train-auc:0.905868±0.001378 test-auc:0.835316±0.008040 
[1244]  train-auc:0.905919±0.001371 test-auc:0.835333±0.008040 
[1245]  train-auc:0.905954±0.001380 test-auc:0.835349±0.008053 
[1246]  train-auc:0.905985±0.001386 test-auc:0.835354±0.008051 
[1247]  train-auc:0.906016±0.001394 test-auc:0.835372±0.008048 
[1248]  train-auc:0.906037±0.001390 test-auc:0.835373±0.008047 
[1249]  train-auc:0.906071±0.001391 test-auc:0.835372±0.008057 
[1250]  train-auc:0.906097±0.001388 test-auc:0.835380±0.008060 
[1251]  train-auc:0.906124±0.001391 test-auc:0.835405±0.008062 
[1252]  train-auc:0.906187±0.001387 test-auc:0.835417±0.008084 
[1253]  train-auc:0.906203±0.001385 test-auc:0.835425±0.008074 
[1254]  train-auc:0.906262±0.001398 test-auc:0.835436±0.008093 
[1255]  train-auc:0.906305±0.001400 test-auc:0.835450±0.008080 
[1256]  train-auc:0.906335±0.001396 test-auc:0.835470±0.008084 
[1257]  train-auc:0.906360±0.001389 test-auc:0.835477±0.008069 
[1258]  train-auc:0.906399±0.001380 test-auc:0.835493±0.008075 
[1259]  train-auc:0.906442±0.001392 test-auc:0.835499±0.008078 
[1260]  train-auc:0.906482±0.001399 test-auc:0.835518±0.008073 
[1261]  train-auc:0.906522±0.001397 test-auc:0.835540±0.008072 
[1262]  train-auc:0.906555±0.001405 test-auc:0.835555±0.008074 
[1263]  train-auc:0.906585±0.001418 test-auc:0.835554±0.008071 
[1264]  train-auc:0.906631±0.001424 test-auc:0.835566±0.008054 
[1265]  train-auc:0.906654±0.001427 test-auc:0.835577±0.008040 
[1266]  train-auc:0.906686±0.001437 test-auc:0.835575±0.008047 
[1267]  train-auc:0.906713±0.001428 test-auc:0.835597±0.008050 
[1268]  train-auc:0.906764±0.001422 test-auc:0.835605±0.008040 
[1269]  train-auc:0.906782±0.001420 test-auc:0.835608±0.008031 
[1270]  train-auc:0.906804±0.001416 test-auc:0.835595±0.008041 
[1271]  train-auc:0.906824±0.001420 test-auc:0.835597±0.008030 
[1272]  train-auc:0.906871±0.001417 test-auc:0.835606±0.008027 
[1273]  train-auc:0.906914±0.001419 test-auc:0.835625±0.008030 
[1274]  train-auc:0.906941±0.001413 test-auc:0.835636±0.008018 
[1275]  train-auc:0.906972±0.001405 test-auc:0.835646±0.008006 
[1276]  train-auc:0.907010±0.001404 test-auc:0.835651±0.007998 
[1277]  train-auc:0.907053±0.001399 test-auc:0.835677±0.007971 
[1278]  train-auc:0.907073±0.001402 test-auc:0.835679±0.007966 
[1279]  train-auc:0.907092±0.001397 test-auc:0.835678±0.007971 
[1280]  train-auc:0.907129±0.001412 test-auc:0.835693±0.007978 
[1281]  train-auc:0.907175±0.001408 test-auc:0.835703±0.007963 
[1282]  train-auc:0.907223±0.001404 test-auc:0.835707±0.007969 
[1283]  train-auc:0.907249±0.001402 test-auc:0.835722±0.007962 
[1284]  train-auc:0.907290±0.001397 test-auc:0.835737±0.007969 
[1285]  train-auc:0.907313±0.001399 test-auc:0.835745±0.007991 
[1286]  train-auc:0.907351±0.001402 test-auc:0.835770±0.007970 
[1287]  train-auc:0.907381±0.001410 test-auc:0.835780±0.007964 
[1288]  train-auc:0.907407±0.001404 test-auc:0.835788±0.007966 
[1289]  train-auc:0.907461±0.001400 test-auc:0.835810±0.007961 
[1290]  train-auc:0.907499±0.001406 test-auc:0.835844±0.007965 
[1291]  train-auc:0.907524±0.001408 test-auc:0.835863±0.007983 
[1292]  train-auc:0.907543±0.001402 test-auc:0.835866±0.007969 
[1293]  train-auc:0.907570±0.001388 test-auc:0.835880±0.007966 
[1294]  train-auc:0.907586±0.001383 test-auc:0.835875±0.007961 
[1295]  train-auc:0.907616±0.001375 test-auc:0.835873±0.007963 
[1296]  train-auc:0.907647±0.001365 test-auc:0.835884±0.007963 
[1297]  train-auc:0.907667±0.001354 test-auc:0.835909±0.007973 
[1298]  train-auc:0.907690±0.001343 test-auc:0.835921±0.007982 
[1299]  train-auc:0.907712±0.001344 test-auc:0.835920±0.007993 
[1300]  train-auc:0.907747±0.001355 test-auc:0.835947±0.007992 
[1301]  train-auc:0.907765±0.001354 test-auc:0.835959±0.007997 
[1302]  train-auc:0.907792±0.001345 test-auc:0.835969±0.007994 
[1303]  train-auc:0.907827±0.001341 test-auc:0.835976±0.007997 
[1304]  train-auc:0.907842±0.001341 test-auc:0.835987±0.007995 
[1305]  train-auc:0.907874±0.001336 test-auc:0.836006±0.008003 
[1306]  train-auc:0.907897±0.001340 test-auc:0.836014±0.008005 
[1307]  train-auc:0.907919±0.001342 test-auc:0.836018±0.008022 
[1308]  train-auc:0.907956±0.001336 test-auc:0.836026±0.008012 
[1309]  train-auc:0.907980±0.001332 test-auc:0.836028±0.008006 
[1310]  train-auc:0.908013±0.001321 test-auc:0.836039±0.008023 
[1311]  train-auc:0.908038±0.001328 test-auc:0.836043±0.008025 
[1312]  train-auc:0.908102±0.001343 test-auc:0.836083±0.008028 
[1313]  train-auc:0.908149±0.001336 test-auc:0.836092±0.008006 
[1314]  train-auc:0.908182±0.001337 test-auc:0.836106±0.008009 
[1315]  train-auc:0.908220±0.001327 test-auc:0.836114±0.008011 
[1316]  train-auc:0.908262±0.001314 test-auc:0.836131±0.008015 
[1317]  train-auc:0.908315±0.001302 test-auc:0.836160±0.008020 
[1318]  train-auc:0.908363±0.001286 test-auc:0.836156±0.008035 
[1319]  train-auc:0.908385±0.001287 test-auc:0.836155±0.008045 
[1320]  train-auc:0.908396±0.001284 test-auc:0.836162±0.008053 
[1321]  train-auc:0.908453±0.001268 test-auc:0.836174±0.008036 
[1322]  train-auc:0.908474±0.001265 test-auc:0.836174±0.008042 
[1323]  train-auc:0.908509±0.001276 test-auc:0.836176±0.008032 
[1324]  train-auc:0.908558±0.001274 test-auc:0.836195±0.008028 
[1325]  train-auc:0.908595±0.001270 test-auc:0.836215±0.008040 
[1326]  train-auc:0.908656±0.001264 test-auc:0.836248±0.008053 
[1327]  train-auc:0.908693±0.001261 test-auc:0.836266±0.008061 
[1328]  train-auc:0.908716±0.001263 test-auc:0.836271±0.008057 
[1329]  train-auc:0.908733±0.001267 test-auc:0.836281±0.008046 
[1330]  train-auc:0.908745±0.001265 test-auc:0.836288±0.008050 
[1331]  train-auc:0.908761±0.001268 test-auc:0.836283±0.008056 
[1332]  train-auc:0.908786±0.001276 test-auc:0.836293±0.008058 
[1333]  train-auc:0.908824±0.001281 test-auc:0.836288±0.008059 
[1334]  train-auc:0.908846±0.001286 test-auc:0.836291±0.008055 
[1335]  train-auc:0.908890±0.001274 test-auc:0.836315±0.008054 
[1336]  train-auc:0.908914±0.001271 test-auc:0.836338±0.008057 
[1337]  train-auc:0.908927±0.001273 test-auc:0.836336±0.008047 
[1338]  train-auc:0.908965±0.001268 test-auc:0.836350±0.008065 
[1339]  train-auc:0.908981±0.001264 test-auc:0.836375±0.008067 
[1340]  train-auc:0.909009±0.001266 test-auc:0.836387±0.008062 
[1341]  train-auc:0.909066±0.001270 test-auc:0.836377±0.008064 
[1342]  train-auc:0.909092±0.001274 test-auc:0.836393±0.008056 
[1343]  train-auc:0.909135±0.001270 test-auc:0.836391±0.008044 
[1344]  train-auc:0.909158±0.001268 test-auc:0.836389±0.008030 
[1345]  train-auc:0.909178±0.001260 test-auc:0.836387±0.008022 
[1346]  train-auc:0.909198±0.001263 test-auc:0.836400±0.008020 
[1347]  train-auc:0.909227±0.001268 test-auc:0.836428±0.008007 
[1348]  train-auc:0.909256±0.001264 test-auc:0.836442±0.008004 
[1349]  train-auc:0.909293±0.001260 test-auc:0.836443±0.008011 
[1350]  train-auc:0.909320±0.001265 test-auc:0.836458±0.008001 
[1351]  train-auc:0.909345±0.001266 test-auc:0.836472±0.008014 
[1352]  train-auc:0.909383±0.001264 test-auc:0.836495±0.008002 
[1353]  train-auc:0.909412±0.001260 test-auc:0.836493±0.008024 
[1354]  train-auc:0.909439±0.001254 test-auc:0.836508±0.008015 
[1355]  train-auc:0.909466±0.001246 test-auc:0.836502±0.008023 
[1356]  train-auc:0.909491±0.001239 test-auc:0.836507±0.008000 
[1357]  train-auc:0.909527±0.001229 test-auc:0.836533±0.007981 
[1358]  train-auc:0.909548±0.001228 test-auc:0.836545±0.007984 
[1359]  train-auc:0.909566±0.001221 test-auc:0.836546±0.007991 
[1360]  train-auc:0.909588±0.001215 test-auc:0.836557±0.007983 
[1361]  train-auc:0.909613±0.001218 test-auc:0.836566±0.007969 
[1362]  train-auc:0.909647±0.001205 test-auc:0.836559±0.007965 
[1363]  train-auc:0.909686±0.001203 test-auc:0.836581±0.007974 
[1364]  train-auc:0.909725±0.001210 test-auc:0.836595±0.007962 
[1365]  train-auc:0.909752±0.001211 test-auc:0.836604±0.007966 
[1366]  train-auc:0.909780±0.001208 test-auc:0.836608±0.007973 
[1367]  train-auc:0.909817±0.001201 test-auc:0.836638±0.007931 
[1368]  train-auc:0.909844±0.001198 test-auc:0.836616±0.007931 
[1369]  train-auc:0.909860±0.001194 test-auc:0.836626±0.007945 
[1370]  train-auc:0.909898±0.001205 test-auc:0.836637±0.007939 
[1371]  train-auc:0.909931±0.001214 test-auc:0.836639±0.007926 
[1372]  train-auc:0.909964±0.001218 test-auc:0.836667±0.007920 
[1373]  train-auc:0.909985±0.001211 test-auc:0.836654±0.007904 
[1374]  train-auc:0.910010±0.001211 test-auc:0.836664±0.007914 
[1375]  train-auc:0.910042±0.001209 test-auc:0.836698±0.007896 
[1376]  train-auc:0.910075±0.001216 test-auc:0.836679±0.007902 
[1377]  train-auc:0.910088±0.001215 test-auc:0.836685±0.007887 
[1378]  train-auc:0.910113±0.001218 test-auc:0.836695±0.007882 
[1379]  train-auc:0.910132±0.001228 test-auc:0.836703±0.007894 
[1380]  train-auc:0.910166±0.001222 test-auc:0.836724±0.007893 
[1381]  train-auc:0.910188±0.001219 test-auc:0.836704±0.007885 
[1382]  train-auc:0.910255±0.001219 test-auc:0.836730±0.007912 
[1383]  train-auc:0.910284±0.001222 test-auc:0.836744±0.007910 
[1384]  train-auc:0.910302±0.001219 test-auc:0.836748±0.007936 
[1385]  train-auc:0.910320±0.001213 test-auc:0.836750±0.007963 
[1386]  train-auc:0.910362±0.001205 test-auc:0.836746±0.007953 
[1387]  train-auc:0.910379±0.001199 test-auc:0.836756±0.007973 
[1388]  train-auc:0.910403±0.001207 test-auc:0.836770±0.007967 
[1389]  train-auc:0.910423±0.001201 test-auc:0.836776±0.007962 
[1390]  train-auc:0.910444±0.001201 test-auc:0.836792±0.007947 
[1391]  train-auc:0.910479±0.001196 test-auc:0.836801±0.007966 
[1392]  train-auc:0.910503±0.001194 test-auc:0.836794±0.007945 
[1393]  train-auc:0.910538±0.001195 test-auc:0.836812±0.007930 
[1394]  train-auc:0.910594±0.001209 test-auc:0.836838±0.007926 
[1395]  train-auc:0.910616±0.001206 test-auc:0.836853±0.007919 
[1396]  train-auc:0.910666±0.001203 test-auc:0.836863±0.007914 
[1397]  train-auc:0.910676±0.001201 test-auc:0.836863±0.007912 
[1398]  train-auc:0.910689±0.001202 test-auc:0.836858±0.007916 
[1399]  train-auc:0.910709±0.001201 test-auc:0.836862±0.007916 
[1400]  train-auc:0.910745±0.001196 test-auc:0.836863±0.007911 
[1401]  train-auc:0.910773±0.001195 test-auc:0.836870±0.007913 
[1402]  train-auc:0.910801±0.001189 test-auc:0.836884±0.007919 
[1403]  train-auc:0.910821±0.001185 test-auc:0.836901±0.007933 
[1404]  train-auc:0.910889±0.001193 test-auc:0.836945±0.007961 
[1405]  train-auc:0.910920±0.001197 test-auc:0.836950±0.007952 
[1406]  train-auc:0.910961±0.001182 test-auc:0.836978±0.007939 
[1407]  train-auc:0.910977±0.001178 test-auc:0.836973±0.007930 
[1408]  train-auc:0.911030±0.001183 test-auc:0.836980±0.007937 
[1409]  train-auc:0.911052±0.001180 test-auc:0.836995±0.007943 
[1410]  train-auc:0.911075±0.001178 test-auc:0.836997±0.007958 
[1411]  train-auc:0.911110±0.001169 test-auc:0.837020±0.007941 
[1412]  train-auc:0.911136±0.001165 test-auc:0.837028±0.007946 
[1413]  train-auc:0.911159±0.001167 test-auc:0.837035±0.007945 
[1414]  train-auc:0.911193±0.001169 test-auc:0.837050±0.007985 
[1415]  train-auc:0.911209±0.001169 test-auc:0.837051±0.007977 
[1416]  train-auc:0.911221±0.001166 test-auc:0.837042±0.007995 
[1417]  train-auc:0.911233±0.001166 test-auc:0.837035±0.007981 
[1418]  train-auc:0.911245±0.001164 test-auc:0.837031±0.007977 
[1419]  train-auc:0.911267±0.001164 test-auc:0.837037±0.007997 
[1420]  train-auc:0.911315±0.001164 test-auc:0.837060±0.008012 
[1421]  train-auc:0.911340±0.001177 test-auc:0.837063±0.007997 
[1422]  train-auc:0.911369±0.001180 test-auc:0.837055±0.008001 
[1423]  train-auc:0.911400±0.001177 test-auc:0.837058±0.007987 
[1424]  train-auc:0.911425±0.001181 test-auc:0.837068±0.007985 
[1425]  train-auc:0.911455±0.001177 test-auc:0.837080±0.007995 
[1426]  train-auc:0.911481±0.001184 test-auc:0.837100±0.007988 
[1427]  train-auc:0.911504±0.001179 test-auc:0.837103±0.007979 
[1428]  train-auc:0.911523±0.001173 test-auc:0.837116±0.007964 
[1429]  train-auc:0.911553±0.001169 test-auc:0.837121±0.007962 
[1430]  train-auc:0.911583±0.001166 test-auc:0.837119±0.007959 
[1431]  train-auc:0.911610±0.001173 test-auc:0.837150±0.007965 
[1432]  train-auc:0.911632±0.001180 test-auc:0.837162±0.007979 
[1433]  train-auc:0.911659±0.001172 test-auc:0.837160±0.007985 
[1434]  train-auc:0.911698±0.001197 test-auc:0.837139±0.007982 
[1435]  train-auc:0.911718±0.001194 test-auc:0.837161±0.007993 
[1436]  train-auc:0.911743±0.001197 test-auc:0.837183±0.007972 
[1437]  train-auc:0.911774±0.001194 test-auc:0.837205±0.007986 
[1438]  train-auc:0.911785±0.001193 test-auc:0.837215±0.007992 
[1439]  train-auc:0.911827±0.001205 test-auc:0.837234±0.007998 
[1440]  train-auc:0.911861±0.001209 test-auc:0.837244±0.007997 
[1441]  train-auc:0.911886±0.001212 test-auc:0.837249±0.007995 
[1442]  train-auc:0.911919±0.001207 test-auc:0.837268±0.007992 
[1443]  train-auc:0.911955±0.001212 test-auc:0.837279±0.007980 
[1444]  train-auc:0.912006±0.001215 test-auc:0.837308±0.007983 
[1445]  train-auc:0.912021±0.001211 test-auc:0.837311±0.007971 
[1446]  train-auc:0.912050±0.001214 test-auc:0.837318±0.007981 
[1447]  train-auc:0.912070±0.001212 test-auc:0.837324±0.007979 
[1448]  train-auc:0.912104±0.001226 test-auc:0.837328±0.007978 
[1449]  train-auc:0.912144±0.001231 test-auc:0.837338±0.007967 
[1450]  train-auc:0.912185±0.001222 test-auc:0.837333±0.007969 
[1451]  train-auc:0.912218±0.001228 test-auc:0.837343±0.007961 
[1452]  train-auc:0.912234±0.001228 test-auc:0.837358±0.007968 
[1453]  train-auc:0.912260±0.001230 test-auc:0.837379±0.007960 
[1454]  train-auc:0.912277±0.001235 test-auc:0.837382±0.007964 
[1455]  train-auc:0.912314±0.001239 test-auc:0.837400±0.007977 
[1456]  train-auc:0.912338±0.001241 test-auc:0.837392±0.007968 
[1457]  train-auc:0.912365±0.001244 test-auc:0.837416±0.007972 
[1458]  train-auc:0.912383±0.001246 test-auc:0.837417±0.007973 
[1459]  train-auc:0.912404±0.001244 test-auc:0.837418±0.007973 
[1460]  train-auc:0.912420±0.001241 test-auc:0.837427±0.007973 
[1461]  train-auc:0.912457±0.001242 test-auc:0.837428±0.007970 
[1462]  train-auc:0.912482±0.001246 test-auc:0.837449±0.007966 
[1463]  train-auc:0.912509±0.001243 test-auc:0.837457±0.007963 
[1464]  train-auc:0.912531±0.001257 test-auc:0.837455±0.007966 
[1465]  train-auc:0.912567±0.001251 test-auc:0.837478±0.007977 
[1466]  train-auc:0.912600±0.001258 test-auc:0.837500±0.007955 
[1467]  train-auc:0.912627±0.001260 test-auc:0.837494±0.007952 
[1468]  train-auc:0.912644±0.001254 test-auc:0.837488±0.007947 
[1469]  train-auc:0.912669±0.001263 test-auc:0.837500±0.007940 
[1470]  train-auc:0.912689±0.001262 test-auc:0.837504±0.007926 
[1471]  train-auc:0.912728±0.001255 test-auc:0.837533±0.007939 
[1472]  train-auc:0.912753±0.001252 test-auc:0.837547±0.007939 
[1473]  train-auc:0.912795±0.001253 test-auc:0.837550±0.007927 
[1474]  train-auc:0.912838±0.001260 test-auc:0.837555±0.007939 
[1475]  train-auc:0.912861±0.001272 test-auc:0.837571±0.007919 
[1476]  train-auc:0.912893±0.001273 test-auc:0.837583±0.007922 
[1477]  train-auc:0.912914±0.001266 test-auc:0.837592±0.007930 
[1478]  train-auc:0.912941±0.001269 test-auc:0.837601±0.007928 
[1479]  train-auc:0.912987±0.001265 test-auc:0.837603±0.007955 
[1480]  train-auc:0.913009±0.001265 test-auc:0.837596±0.007959 
[1481]  train-auc:0.913041±0.001260 test-auc:0.837626±0.007943 
[1482]  train-auc:0.913061±0.001253 test-auc:0.837640±0.007936 
[1483]  train-auc:0.913094±0.001252 test-auc:0.837639±0.007929 
[1484]  train-auc:0.913113±0.001244 test-auc:0.837635±0.007947 
[1485]  train-auc:0.913130±0.001244 test-auc:0.837644±0.007941 
[1486]  train-auc:0.913159±0.001251 test-auc:0.837657±0.007930 
[1487]  train-auc:0.913188±0.001239 test-auc:0.837667±0.007924 
[1488]  train-auc:0.913214±0.001236 test-auc:0.837668±0.007914 
[1489]  train-auc:0.913262±0.001229 test-auc:0.837714±0.007930 
[1490]  train-auc:0.913293±0.001219 test-auc:0.837746±0.007919 
[1491]  train-auc:0.913322±0.001215 test-auc:0.837750±0.007894 
[1492]  train-auc:0.913351±0.001213 test-auc:0.837766±0.007890 
[1493]  train-auc:0.913380±0.001209 test-auc:0.837782±0.007876 
[1494]  train-auc:0.913413±0.001211 test-auc:0.837784±0.007887 
[1495]  train-auc:0.913443±0.001218 test-auc:0.837803±0.007883 
[1496]  train-auc:0.913478±0.001212 test-auc:0.837807±0.007883 
[1497]  train-auc:0.913501±0.001210 test-auc:0.837802±0.007892 
[1498]  train-auc:0.913521±0.001206 test-auc:0.837813±0.007891 
[1499]  train-auc:0.913549±0.001207 test-auc:0.837820±0.007882 
[1500]  train-auc:0.913565±0.001210 test-auc:0.837829±0.007877 
[1501]  train-auc:0.913589±0.001209 test-auc:0.837834±0.007882 
[1502]  train-auc:0.913619±0.001205 test-auc:0.837854±0.007872 
[1503]  train-auc:0.913663±0.001203 test-auc:0.837853±0.007880 
[1504]  train-auc:0.913689±0.001206 test-auc:0.837856±0.007888 
[1505]  train-auc:0.913711±0.001212 test-auc:0.837855±0.007892 
[1506]  train-auc:0.913733±0.001213 test-auc:0.837876±0.007880 
[1507]  train-auc:0.913761±0.001210 test-auc:0.837891±0.007877 
[1508]  train-auc:0.913788±0.001207 test-auc:0.837899±0.007872 
[1509]  train-auc:0.913826±0.001220 test-auc:0.837918±0.007860 
[1510]  train-auc:0.913840±0.001215 test-auc:0.837922±0.007850 
[1511]  train-auc:0.913894±0.001227 test-auc:0.837922±0.007846 
[1512]  train-auc:0.913947±0.001239 test-auc:0.837942±0.007858 
[1513]  train-auc:0.913996±0.001237 test-auc:0.837949±0.007867 
[1514]  train-auc:0.914033±0.001234 test-auc:0.837957±0.007875 
[1515]  train-auc:0.914049±0.001230 test-auc:0.837959±0.007876 
[1516]  train-auc:0.914073±0.001228 test-auc:0.837955±0.007888 
[1517]  train-auc:0.914093±0.001216 test-auc:0.837962±0.007878 
[1518]  train-auc:0.914111±0.001213 test-auc:0.837969±0.007881 
[1519]  train-auc:0.914143±0.001214 test-auc:0.837988±0.007871 
[1520]  train-auc:0.914168±0.001208 test-auc:0.837994±0.007859 
[1521]  train-auc:0.914200±0.001211 test-auc:0.838015±0.007852 
[1522]  train-auc:0.914221±0.001209 test-auc:0.838021±0.007848 
[1523]  train-auc:0.914242±0.001201 test-auc:0.838031±0.007859 
[1524]  train-auc:0.914265±0.001205 test-auc:0.838029±0.007843 
[1525]  train-auc:0.914286±0.001198 test-auc:0.838038±0.007833 
[1526]  train-auc:0.914299±0.001195 test-auc:0.838031±0.007845 
[1527]  train-auc:0.914320±0.001192 test-auc:0.838032±0.007834 
[1528]  train-auc:0.914359±0.001190 test-auc:0.838046±0.007853 
[1529]  train-auc:0.914410±0.001212 test-auc:0.838088±0.007837 
[1530]  train-auc:0.914447±0.001210 test-auc:0.838086±0.007835 
[1531]  train-auc:0.914467±0.001205 test-auc:0.838088±0.007845 
[1532]  train-auc:0.914493±0.001201 test-auc:0.838089±0.007846 
[1533]  train-auc:0.914513±0.001199 test-auc:0.838092±0.007844 
[1534]  train-auc:0.914535±0.001194 test-auc:0.838104±0.007840 
[1535]  train-auc:0.914563±0.001200 test-auc:0.838100±0.007843 
[1536]  train-auc:0.914583±0.001201 test-auc:0.838107±0.007854 
[1537]  train-auc:0.914611±0.001193 test-auc:0.838131±0.007839 
[1538]  train-auc:0.914628±0.001189 test-auc:0.838134±0.007843 
[1539]  train-auc:0.914653±0.001189 test-auc:0.838152±0.007853 
[1540]  train-auc:0.914678±0.001192 test-auc:0.838170±0.007847 
[1541]  train-auc:0.914699±0.001186 test-auc:0.838195±0.007863 
[1542]  train-auc:0.914727±0.001183 test-auc:0.838193±0.007851 
[1543]  train-auc:0.914776±0.001196 test-auc:0.838218±0.007844 
[1544]  train-auc:0.914792±0.001191 test-auc:0.838223±0.007842 
[1545]  train-auc:0.914810±0.001192 test-auc:0.838233±0.007826 
[1546]  train-auc:0.914834±0.001191 test-auc:0.838242±0.007818 
[1547]  train-auc:0.914861±0.001192 test-auc:0.838246±0.007811 
[1548]  train-auc:0.914894±0.001190 test-auc:0.838263±0.007801 
[1549]  train-auc:0.914920±0.001191 test-auc:0.838287±0.007809 
[1550]  train-auc:0.914937±0.001188 test-auc:0.838283±0.007827 
[1551]  train-auc:0.914956±0.001181 test-auc:0.838280±0.007824 
[1552]  train-auc:0.914976±0.001173 test-auc:0.838287±0.007815 
[1553]  train-auc:0.915005±0.001177 test-auc:0.838298±0.007823 
[1554]  train-auc:0.915031±0.001174 test-auc:0.838298±0.007816 
[1555]  train-auc:0.915056±0.001170 test-auc:0.838303±0.007802 
[1556]  train-auc:0.915079±0.001168 test-auc:0.838324±0.007795 
[1557]  train-auc:0.915101±0.001161 test-auc:0.838328±0.007796 
[1558]  train-auc:0.915112±0.001159 test-auc:0.838349±0.007801 
[1559]  train-auc:0.915160±0.001161 test-auc:0.838367±0.007816 
[1560]  train-auc:0.915194±0.001160 test-auc:0.838370±0.007819 
[1561]  train-auc:0.915214±0.001164 test-auc:0.838368±0.007810 
[1562]  train-auc:0.915234±0.001163 test-auc:0.838382±0.007804 
[1563]  train-auc:0.915260±0.001155 test-auc:0.838392±0.007812 
[1564]  train-auc:0.915293±0.001162 test-auc:0.838388±0.007803 
[1565]  train-auc:0.915308±0.001160 test-auc:0.838403±0.007795 
[1566]  train-auc:0.915332±0.001169 test-auc:0.838405±0.007806 
[1567]  train-auc:0.915347±0.001169 test-auc:0.838396±0.007810 
[1568]  train-auc:0.915366±0.001174 test-auc:0.838405±0.007810 
[1569]  train-auc:0.915377±0.001174 test-auc:0.838409±0.007807 
[1570]  train-auc:0.915389±0.001177 test-auc:0.838418±0.007808 
[1571]  train-auc:0.915406±0.001176 test-auc:0.838427±0.007809 
[1572]  train-auc:0.915437±0.001164 test-auc:0.838455±0.007809 
[1573]  train-auc:0.915461±0.001167 test-auc:0.838452±0.007793 
[1574]  train-auc:0.915500±0.001177 test-auc:0.838463±0.007775 
[1575]  train-auc:0.915516±0.001178 test-auc:0.838462±0.007782 
[1576]  train-auc:0.915566±0.001180 test-auc:0.838487±0.007810 
[1577]  train-auc:0.915595±0.001192 test-auc:0.838502±0.007798 
[1578]  train-auc:0.915623±0.001193 test-auc:0.838498±0.007791 
[1579]  train-auc:0.915654±0.001208 test-auc:0.838514±0.007780 
[1580]  train-auc:0.915674±0.001211 test-auc:0.838519±0.007779 
[1581]  train-auc:0.915700±0.001203 test-auc:0.838522±0.007784 
[1582]  train-auc:0.915728±0.001202 test-auc:0.838516±0.007774 
[1583]  train-auc:0.915750±0.001210 test-auc:0.838518±0.007790 
[1584]  train-auc:0.915769±0.001208 test-auc:0.838525±0.007775 
[1585]  train-auc:0.915809±0.001216 test-auc:0.838550±0.007755 
[1586]  train-auc:0.915826±0.001227 test-auc:0.838553±0.007780 
[1587]  train-auc:0.915880±0.001232 test-auc:0.838596±0.007801 
[1588]  train-auc:0.915892±0.001237 test-auc:0.838595±0.007788 
[1589]  train-auc:0.915926±0.001237 test-auc:0.838614±0.007790 
[1590]  train-auc:0.915962±0.001231 test-auc:0.838631±0.007789 
[1591]  train-auc:0.915991±0.001247 test-auc:0.838630±0.007790 
[1592]  train-auc:0.916011±0.001247 test-auc:0.838639±0.007817 
[1593]  train-auc:0.916028±0.001244 test-auc:0.838649±0.007809 
[1594]  train-auc:0.916048±0.001241 test-auc:0.838660±0.007808 
[1595]  train-auc:0.916066±0.001251 test-auc:0.838660±0.007796 
[1596]  train-auc:0.916084±0.001249 test-auc:0.838657±0.007793 
[1597]  train-auc:0.916124±0.001252 test-auc:0.838675±0.007792 
[1598]  train-auc:0.916153±0.001245 test-auc:0.838691±0.007778 
[1599]  train-auc:0.916174±0.001244 test-auc:0.838706±0.007785 
[1600]  train-auc:0.916193±0.001244 test-auc:0.838697±0.007802 
[1601]  train-auc:0.916219±0.001243 test-auc:0.838695±0.007793 
[1602]  train-auc:0.916241±0.001242 test-auc:0.838703±0.007792 
[1603]  train-auc:0.916267±0.001233 test-auc:0.838712±0.007782 
[1604]  train-auc:0.916291±0.001227 test-auc:0.838726±0.007792 
[1605]  train-auc:0.916308±0.001230 test-auc:0.838734±0.007782 
[1606]  train-auc:0.916342±0.001224 test-auc:0.838744±0.007769 
[1607]  train-auc:0.916359±0.001217 test-auc:0.838746±0.007752 
[1608]  train-auc:0.916393±0.001222 test-auc:0.838741±0.007746 
[1609]  train-auc:0.916414±0.001226 test-auc:0.838750±0.007745 
[1610]  train-auc:0.916432±0.001223 test-auc:0.838763±0.007742 
[1611]  train-auc:0.916452±0.001230 test-auc:0.838759±0.007742 
[1612]  train-auc:0.916483±0.001240 test-auc:0.838774±0.007726 
[1613]  train-auc:0.916521±0.001243 test-auc:0.838785±0.007753 
[1614]  train-auc:0.916560±0.001241 test-auc:0.838820±0.007740 
[1615]  train-auc:0.916594±0.001241 test-auc:0.838842±0.007722 
[1616]  train-auc:0.916625±0.001240 test-auc:0.838866±0.007743 
[1617]  train-auc:0.916655±0.001234 test-auc:0.838875±0.007741 
[1618]  train-auc:0.916685±0.001249 test-auc:0.838882±0.007740 
[1619]  train-auc:0.916699±0.001246 test-auc:0.838878±0.007723 
[1620]  train-auc:0.916727±0.001252 test-auc:0.838897±0.007705 
[1621]  train-auc:0.916736±0.001245 test-auc:0.838893±0.007705 
[1622]  train-auc:0.916772±0.001243 test-auc:0.838908±0.007715 
[1623]  train-auc:0.916791±0.001237 test-auc:0.838905±0.007716 
[1624]  train-auc:0.916812±0.001233 test-auc:0.838919±0.007721 
[1625]  train-auc:0.916830±0.001228 test-auc:0.838922±0.007711 
[1626]  train-auc:0.916860±0.001228 test-auc:0.838935±0.007712 
[1627]  train-auc:0.916887±0.001230 test-auc:0.838940±0.007713 
[1628]  train-auc:0.916896±0.001229 test-auc:0.838935±0.007715 
[1629]  train-auc:0.916923±0.001224 test-auc:0.838949±0.007704 
[1630]  train-auc:0.916963±0.001218 test-auc:0.838958±0.007702 
[1631]  train-auc:0.916983±0.001227 test-auc:0.838954±0.007718 
[1632]  train-auc:0.917009±0.001227 test-auc:0.838985±0.007737 
[1633]  train-auc:0.917030±0.001236 test-auc:0.838979±0.007728 
[1634]  train-auc:0.917045±0.001230 test-auc:0.838974±0.007734 
[1635]  train-auc:0.917064±0.001225 test-auc:0.838990±0.007735 
[1636]  train-auc:0.917088±0.001221 test-auc:0.838989±0.007744 
[1637]  train-auc:0.917114±0.001219 test-auc:0.838999±0.007743 
[1638]  train-auc:0.917140±0.001215 test-auc:0.839027±0.007757 
[1639]  train-auc:0.917154±0.001218 test-auc:0.839023±0.007759 
[1640]  train-auc:0.917168±0.001217 test-auc:0.839018±0.007750 
[1641]  train-auc:0.917180±0.001212 test-auc:0.839024±0.007737 
[1642]  train-auc:0.917193±0.001212 test-auc:0.839023±0.007745 
[1643]  train-auc:0.917214±0.001203 test-auc:0.839034±0.007750 
[1644]  train-auc:0.917249±0.001191 test-auc:0.839043±0.007748 
[1645]  train-auc:0.917266±0.001187 test-auc:0.839061±0.007758 
[1646]  train-auc:0.917286±0.001180 test-auc:0.839056±0.007768 
[1647]  train-auc:0.917305±0.001181 test-auc:0.839064±0.007762 
[1648]  train-auc:0.917329±0.001181 test-auc:0.839063±0.007770 
[1649]  train-auc:0.917368±0.001189 test-auc:0.839081±0.007746 
[1650]  train-auc:0.917391±0.001184 test-auc:0.839076±0.007738 
[1651]  train-auc:0.917425±0.001181 test-auc:0.839092±0.007739 
[1652]  train-auc:0.917457±0.001185 test-auc:0.839086±0.007761 
[1653]  train-auc:0.917471±0.001181 test-auc:0.839083±0.007769 
[1654]  train-auc:0.917502±0.001176 test-auc:0.839107±0.007770 
[1655]  train-auc:0.917522±0.001173 test-auc:0.839114±0.007767 
[1656]  train-auc:0.917545±0.001170 test-auc:0.839120±0.007757 
[1657]  train-auc:0.917571±0.001174 test-auc:0.839129±0.007754 
[1658]  train-auc:0.917585±0.001169 test-auc:0.839131±0.007743 
[1659]  train-auc:0.917604±0.001161 test-auc:0.839146±0.007757 
[1660]  train-auc:0.917624±0.001167 test-auc:0.839153±0.007754 
[1661]  train-auc:0.917646±0.001159 test-auc:0.839169±0.007751 
[1662]  train-auc:0.917659±0.001156 test-auc:0.839162±0.007754 
[1663]  train-auc:0.917673±0.001151 test-auc:0.839162±0.007746 
[1664]  train-auc:0.917697±0.001154 test-auc:0.839169±0.007734 
[1665]  train-auc:0.917724±0.001158 test-auc:0.839176±0.007725 
[1666]  train-auc:0.917738±0.001162 test-auc:0.839183±0.007729 
[1667]  train-auc:0.917755±0.001161 test-auc:0.839193±0.007724 
[1668]  train-auc:0.917776±0.001163 test-auc:0.839187±0.007741 
[1669]  train-auc:0.917795±0.001162 test-auc:0.839190±0.007732 
[1670]  train-auc:0.917811±0.001158 test-auc:0.839198±0.007737 
[1671]  train-auc:0.917847±0.001147 test-auc:0.839203±0.007746 
[1672]  train-auc:0.917880±0.001150 test-auc:0.839232±0.007766 
[1673]  train-auc:0.917897±0.001151 test-auc:0.839233±0.007763 
[1674]  train-auc:0.917927±0.001150 test-auc:0.839233±0.007751 
[1675]  train-auc:0.917943±0.001154 test-auc:0.839231±0.007756 
[1676]  train-auc:0.917965±0.001153 test-auc:0.839227±0.007755 
[1677]  train-auc:0.917995±0.001152 test-auc:0.839226±0.007755 
[1678]  train-auc:0.918032±0.001148 test-auc:0.839215±0.007733 
[1679]  train-auc:0.918052±0.001142 test-auc:0.839225±0.007743 
[1680]  train-auc:0.918110±0.001132 test-auc:0.839267±0.007756 
[1681]  train-auc:0.918126±0.001125 test-auc:0.839284±0.007757 
[1682]  train-auc:0.918152±0.001126 test-auc:0.839294±0.007740 
[1683]  train-auc:0.918166±0.001130 test-auc:0.839310±0.007728 
[1684]  train-auc:0.918182±0.001128 test-auc:0.839314±0.007727 
[1685]  train-auc:0.918200±0.001129 test-auc:0.839306±0.007724 
[1686]  train-auc:0.918224±0.001124 test-auc:0.839306±0.007740 
[1687]  train-auc:0.918252±0.001119 test-auc:0.839311±0.007740 
[1688]  train-auc:0.918274±0.001118 test-auc:0.839326±0.007738 
[1689]  train-auc:0.918305±0.001121 test-auc:0.839337±0.007745 
[1690]  train-auc:0.918322±0.001123 test-auc:0.839340±0.007745 
[1691]  train-auc:0.918357±0.001126 test-auc:0.839331±0.007736 
[1692]  train-auc:0.918379±0.001122 test-auc:0.839344±0.007730 
[1693]  train-auc:0.918413±0.001117 test-auc:0.839356±0.007740 
[1694]  train-auc:0.918425±0.001113 test-auc:0.839359±0.007731 
[1695]  train-auc:0.918450±0.001113 test-auc:0.839369±0.007728 
[1696]  train-auc:0.918474±0.001113 test-auc:0.839364±0.007709 
[1697]  train-auc:0.918493±0.001122 test-auc:0.839356±0.007708 
[1698]  train-auc:0.918518±0.001123 test-auc:0.839371±0.007715 
[1699]  train-auc:0.918538±0.001121 test-auc:0.839376±0.007711 
[1700]  train-auc:0.918578±0.001119 test-auc:0.839399±0.007695 
[1701]  train-auc:0.918610±0.001116 test-auc:0.839421±0.007696 
[1702]  train-auc:0.918637±0.001107 test-auc:0.839444±0.007679 
[1703]  train-auc:0.918657±0.001096 test-auc:0.839453±0.007666 
[1704]  train-auc:0.918689±0.001101 test-auc:0.839449±0.007657 
[1705]  train-auc:0.918713±0.001103 test-auc:0.839457±0.007685 
[1706]  train-auc:0.918739±0.001099 test-auc:0.839473±0.007683 
[1707]  train-auc:0.918752±0.001092 test-auc:0.839477±0.007695 
[1708]  train-auc:0.918769±0.001098 test-auc:0.839477±0.007691 
[1709]  train-auc:0.918808±0.001097 test-auc:0.839492±0.007664 
[1710]  train-auc:0.918842±0.001098 test-auc:0.839518±0.007669 
[1711]  train-auc:0.918874±0.001094 test-auc:0.839528±0.007697 
[1712]  train-auc:0.918898±0.001097 test-auc:0.839541±0.007694 
[1713]  train-auc:0.918925±0.001095 test-auc:0.839539±0.007699 
[1714]  train-auc:0.918945±0.001095 test-auc:0.839553±0.007696 
[1715]  train-auc:0.918968±0.001088 test-auc:0.839555±0.007714 
[1716]  train-auc:0.918989±0.001081 test-auc:0.839555±0.007700 
[1717]  train-auc:0.919017±0.001085 test-auc:0.839550±0.007684 
[1718]  train-auc:0.919040±0.001074 test-auc:0.839563±0.007699 
[1719]  train-auc:0.919071±0.001066 test-auc:0.839591±0.007707 
[1720]  train-auc:0.919093±0.001058 test-auc:0.839587±0.007703 
[1721]  train-auc:0.919117±0.001058 test-auc:0.839587±0.007710 
[1722]  train-auc:0.919144±0.001056 test-auc:0.839603±0.007711 
[1723]  train-auc:0.919170±0.001057 test-auc:0.839603±0.007715 
[1724]  train-auc:0.919209±0.001053 test-auc:0.839618±0.007716 
[1725]  train-auc:0.919226±0.001055 test-auc:0.839625±0.007725 
[1726]  train-auc:0.919250±0.001049 test-auc:0.839648±0.007714 
[1727]  train-auc:0.919295±0.001058 test-auc:0.839662±0.007700 
[1728]  train-auc:0.919310±0.001058 test-auc:0.839661±0.007707 
[1729]  train-auc:0.919334±0.001053 test-auc:0.839688±0.007713 
[1730]  train-auc:0.919357±0.001048 test-auc:0.839691±0.007702 
[1731]  train-auc:0.919377±0.001059 test-auc:0.839689±0.007704 
[1732]  train-auc:0.919396±0.001064 test-auc:0.839697±0.007695 
[1733]  train-auc:0.919428±0.001060 test-auc:0.839698±0.007706 
[1734]  train-auc:0.919459±0.001080 test-auc:0.839719±0.007707 
[1735]  train-auc:0.919478±0.001078 test-auc:0.839712±0.007703 
[1736]  train-auc:0.919499±0.001083 test-auc:0.839718±0.007700 
[1737]  train-auc:0.919518±0.001076 test-auc:0.839714±0.007705 
[1738]  train-auc:0.919534±0.001078 test-auc:0.839743±0.007716 
[1739]  train-auc:0.919561±0.001078 test-auc:0.839741±0.007718 
[1740]  train-auc:0.919593±0.001074 test-auc:0.839764±0.007716 
[1741]  train-auc:0.919604±0.001077 test-auc:0.839764±0.007710 
[1742]  train-auc:0.919616±0.001073 test-auc:0.839755±0.007713 
[1743]  train-auc:0.919628±0.001070 test-auc:0.839760±0.007714 
[1744]  train-auc:0.919658±0.001069 test-auc:0.839774±0.007688 
[1745]  train-auc:0.919676±0.001073 test-auc:0.839784±0.007691 
[1746]  train-auc:0.919710±0.001061 test-auc:0.839803±0.007686 
[1747]  train-auc:0.919730±0.001059 test-auc:0.839812±0.007683 
[1748]  train-auc:0.919758±0.001052 test-auc:0.839788±0.007700 
[1749]  train-auc:0.919772±0.001052 test-auc:0.839792±0.007701 
[1750]  train-auc:0.919788±0.001059 test-auc:0.839796±0.007707 
[1751]  train-auc:0.919798±0.001057 test-auc:0.839796±0.007709 
[1752]  train-auc:0.919813±0.001053 test-auc:0.839804±0.007719 
[1753]  train-auc:0.919832±0.001051 test-auc:0.839810±0.007714 
[1754]  train-auc:0.919855±0.001055 test-auc:0.839811±0.007709 
[1755]  train-auc:0.919882±0.001060 test-auc:0.839808±0.007708 
[1756]  train-auc:0.919894±0.001056 test-auc:0.839815±0.007691 
[1757]  train-auc:0.919923±0.001054 test-auc:0.839821±0.007694 
[1758]  train-auc:0.919941±0.001051 test-auc:0.839834±0.007689 
[1759]  train-auc:0.919975±0.001045 test-auc:0.839843±0.007685 
[1760]  train-auc:0.920015±0.001048 test-auc:0.839851±0.007673 
[1761]  train-auc:0.920026±0.001046 test-auc:0.839867±0.007681 
[1762]  train-auc:0.920072±0.001059 test-auc:0.839882±0.007709 
[1763]  train-auc:0.920100±0.001059 test-auc:0.839903±0.007712 
[1764]  train-auc:0.920114±0.001051 test-auc:0.839910±0.007721 
[1765]  train-auc:0.920147±0.001059 test-auc:0.839915±0.007708 
[1766]  train-auc:0.920160±0.001058 test-auc:0.839926±0.007714 
[1767]  train-auc:0.920174±0.001066 test-auc:0.839942±0.007705 
[1768]  train-auc:0.920186±0.001063 test-auc:0.839942±0.007694 
[1769]  train-auc:0.920200±0.001063 test-auc:0.839940±0.007706 
[1770]  train-auc:0.920221±0.001072 test-auc:0.839950±0.007714 
[1771]  train-auc:0.920240±0.001074 test-auc:0.839952±0.007731 
[1772]  train-auc:0.920259±0.001070 test-auc:0.839951±0.007726 
[1773]  train-auc:0.920275±0.001069 test-auc:0.839964±0.007735 
[1774]  train-auc:0.920301±0.001071 test-auc:0.839979±0.007745 
[1775]  train-auc:0.920316±0.001071 test-auc:0.839975±0.007750 
[1776]  train-auc:0.920337±0.001065 test-auc:0.839978±0.007758 
[1777]  train-auc:0.920351±0.001069 test-auc:0.839985±0.007760 
[1778]  train-auc:0.920368±0.001058 test-auc:0.839990±0.007745 
[1779]  train-auc:0.920391±0.001063 test-auc:0.840000±0.007735 
[1780]  train-auc:0.920401±0.001062 test-auc:0.840003±0.007733 
[1781]  train-auc:0.920415±0.001061 test-auc:0.840000±0.007740 
[1782]  train-auc:0.920436±0.001074 test-auc:0.840007±0.007734 
[1783]  train-auc:0.920464±0.001072 test-auc:0.840014±0.007723 
[1784]  train-auc:0.920493±0.001076 test-auc:0.840013±0.007732 
[1785]  train-auc:0.920509±0.001076 test-auc:0.840014±0.007727 
[1786]  train-auc:0.920532±0.001072 test-auc:0.840011±0.007724 
[1787]  train-auc:0.920543±0.001075 test-auc:0.840021±0.007721 
[1788]  train-auc:0.920557±0.001072 test-auc:0.840030±0.007725 
[1789]  train-auc:0.920570±0.001072 test-auc:0.840023±0.007722 
[1790]  train-auc:0.920590±0.001070 test-auc:0.840043±0.007702 
[1791]  train-auc:0.920606±0.001071 test-auc:0.840061±0.007700 
[1792]  train-auc:0.920629±0.001067 test-auc:0.840065±0.007688 
[1793]  train-auc:0.920649±0.001066 test-auc:0.840078±0.007687 
[1794]  train-auc:0.920673±0.001056 test-auc:0.840083±0.007702 
[1795]  train-auc:0.920689±0.001053 test-auc:0.840082±0.007696 
[1796]  train-auc:0.920706±0.001054 test-auc:0.840081±0.007689 
[1797]  train-auc:0.920744±0.001067 test-auc:0.840083±0.007677 
[1798]  train-auc:0.920770±0.001066 test-auc:0.840096±0.007688 
[1799]  train-auc:0.920800±0.001065 test-auc:0.840108±0.007695 
[1800]  train-auc:0.920822±0.001063 test-auc:0.840116±0.007687 
[1801]  train-auc:0.920842±0.001061 test-auc:0.840113±0.007681 
[1802]  train-auc:0.920865±0.001055 test-auc:0.840117±0.007686 
[1803]  train-auc:0.920904±0.001056 test-auc:0.840132±0.007682 
[1804]  train-auc:0.920941±0.001051 test-auc:0.840155±0.007684 
[1805]  train-auc:0.920957±0.001050 test-auc:0.840160±0.007686 
[1806]  train-auc:0.920972±0.001047 test-auc:0.840167±0.007699 
[1807]  train-auc:0.921023±0.001070 test-auc:0.840175±0.007713 
[1808]  train-auc:0.921055±0.001072 test-auc:0.840186±0.007718 
[1809]  train-auc:0.921104±0.001081 test-auc:0.840203±0.007741 
[1810]  train-auc:0.921115±0.001082 test-auc:0.840212±0.007737 
[1811]  train-auc:0.921130±0.001081 test-auc:0.840210±0.007732 
[1812]  train-auc:0.921168±0.001073 test-auc:0.840225±0.007749 
[1813]  train-auc:0.921205±0.001088 test-auc:0.840218±0.007744 
[1814]  train-auc:0.921235±0.001089 test-auc:0.840228±0.007734 
[1815]  train-auc:0.921258±0.001083 test-auc:0.840233±0.007732 
[1816]  train-auc:0.921271±0.001084 test-auc:0.840248±0.007737 
[1817]  train-auc:0.921286±0.001085 test-auc:0.840231±0.007747 
[1818]  train-auc:0.921309±0.001089 test-auc:0.840243±0.007748 
[1819]  train-auc:0.921329±0.001089 test-auc:0.840255±0.007740 
[1820]  train-auc:0.921349±0.001095 test-auc:0.840261±0.007726 
[1821]  train-auc:0.921364±0.001092 test-auc:0.840257±0.007733 
[1822]  train-auc:0.921384±0.001088 test-auc:0.840262±0.007728 
[1823]  train-auc:0.921401±0.001087 test-auc:0.840258±0.007713 
[1824]  train-auc:0.921419±0.001090 test-auc:0.840269±0.007713 
[1825]  train-auc:0.921451±0.001101 test-auc:0.840280±0.007724 
[1826]  train-auc:0.921468±0.001101 test-auc:0.840281±0.007722 
[1827]  train-auc:0.921478±0.001099 test-auc:0.840288±0.007714 
[1828]  train-auc:0.921513±0.001099 test-auc:0.840291±0.007713 
[1829]  train-auc:0.921546±0.001103 test-auc:0.840312±0.007712 
[1830]  train-auc:0.921561±0.001098 test-auc:0.840313±0.007711 
[1831]  train-auc:0.921571±0.001102 test-auc:0.840314±0.007710 
[1832]  train-auc:0.921585±0.001099 test-auc:0.840308±0.007729 
[1833]  train-auc:0.921619±0.001098 test-auc:0.840316±0.007717 
[1834]  train-auc:0.921633±0.001094 test-auc:0.840313±0.007730 
[1835]  train-auc:0.921644±0.001099 test-auc:0.840322±0.007733 
[1836]  train-auc:0.921669±0.001103 test-auc:0.840329±0.007732 
[1837]  train-auc:0.921692±0.001095 test-auc:0.840339±0.007726 
[1838]  train-auc:0.921704±0.001095 test-auc:0.840335±0.007731 
[1839]  train-auc:0.921720±0.001095 test-auc:0.840335±0.007729 
[1840]  train-auc:0.921734±0.001094 test-auc:0.840344±0.007726 
[1841]  train-auc:0.921753±0.001087 test-auc:0.840351±0.007707 
[1842]  train-auc:0.921773±0.001090 test-auc:0.840358±0.007701 
[1843]  train-auc:0.921803±0.001086 test-auc:0.840366±0.007703 
[1844]  train-auc:0.921823±0.001086 test-auc:0.840373±0.007699 
[1845]  train-auc:0.921846±0.001086 test-auc:0.840380±0.007703 
[1846]  train-auc:0.921877±0.001090 test-auc:0.840395±0.007694 
[1847]  train-auc:0.921909±0.001088 test-auc:0.840393±0.007701 
[1848]  train-auc:0.921930±0.001087 test-auc:0.840381±0.007692 
[1849]  train-auc:0.921943±0.001083 test-auc:0.840382±0.007697 
[1850]  train-auc:0.921979±0.001084 test-auc:0.840401±0.007692 
[1851]  train-auc:0.921997±0.001079 test-auc:0.840396±0.007690 
[1852]  train-auc:0.922013±0.001077 test-auc:0.840403±0.007691 
[1853]  train-auc:0.922034±0.001084 test-auc:0.840403±0.007687 
[1854]  train-auc:0.922052±0.001087 test-auc:0.840413±0.007681 
[1855]  train-auc:0.922067±0.001088 test-auc:0.840411±0.007684 
[1856]  train-auc:0.922100±0.001097 test-auc:0.840422±0.007663 
[1857]  train-auc:0.922133±0.001098 test-auc:0.840423±0.007674 
[1858]  train-auc:0.922156±0.001101 test-auc:0.840433±0.007668 
[1859]  train-auc:0.922188±0.001093 test-auc:0.840433±0.007674 
[1860]  train-auc:0.922205±0.001096 test-auc:0.840433±0.007667 
[1861]  train-auc:0.922235±0.001112 test-auc:0.840448±0.007648 
[1862]  train-auc:0.922262±0.001108 test-auc:0.840468±0.007648 
[1863]  train-auc:0.922278±0.001104 test-auc:0.840472±0.007643 
[1864]  train-auc:0.922304±0.001101 test-auc:0.840480±0.007646 
[1865]  train-auc:0.922327±0.001104 test-auc:0.840493±0.007637 
[1866]  train-auc:0.922351±0.001104 test-auc:0.840501±0.007642 
[1867]  train-auc:0.922380±0.001100 test-auc:0.840497±0.007657 
[1868]  train-auc:0.922403±0.001107 test-auc:0.840501±0.007655 
[1869]  train-auc:0.922415±0.001106 test-auc:0.840506±0.007654 
[1870]  train-auc:0.922430±0.001112 test-auc:0.840506±0.007649 
[1871]  train-auc:0.922450±0.001107 test-auc:0.840506±0.007652 
[1872]  train-auc:0.922455±0.001105 test-auc:0.840507±0.007655 
[1873]  train-auc:0.922490±0.001104 test-auc:0.840512±0.007656 
[1874]  train-auc:0.922512±0.001113 test-auc:0.840518±0.007650 
[1875]  train-auc:0.922519±0.001111 test-auc:0.840526±0.007651 
[1876]  train-auc:0.922543±0.001117 test-auc:0.840549±0.007642 
[1877]  train-auc:0.922556±0.001120 test-auc:0.840543±0.007638 
[1878]  train-auc:0.922597±0.001111 test-auc:0.840549±0.007656 
[1879]  train-auc:0.922619±0.001107 test-auc:0.840549±0.007642 
[1880]  train-auc:0.922632±0.001109 test-auc:0.840561±0.007638 
[1881]  train-auc:0.922651±0.001113 test-auc:0.840556±0.007640 
[1882]  train-auc:0.922669±0.001105 test-auc:0.840557±0.007629 
[1883]  train-auc:0.922708±0.001118 test-auc:0.840566±0.007603 
[1884]  train-auc:0.922736±0.001116 test-auc:0.840574±0.007592 
[1885]  train-auc:0.922765±0.001107 test-auc:0.840579±0.007609 
[1886]  train-auc:0.922787±0.001107 test-auc:0.840584±0.007600 
[1887]  train-auc:0.922835±0.001122 test-auc:0.840605±0.007608 
[1888]  train-auc:0.922857±0.001127 test-auc:0.840602±0.007605 
[1889]  train-auc:0.922886±0.001129 test-auc:0.840620±0.007627 
[1890]  train-auc:0.922908±0.001121 test-auc:0.840608±0.007634 
[1891]  train-auc:0.922926±0.001127 test-auc:0.840605±0.007632 
[1892]  train-auc:0.922937±0.001122 test-auc:0.840612±0.007610 
[1893]  train-auc:0.922966±0.001119 test-auc:0.840620±0.007604 
[1894]  train-auc:0.922987±0.001124 test-auc:0.840628±0.007607 
[1895]  train-auc:0.923029±0.001117 test-auc:0.840641±0.007588 
[1896]  train-auc:0.923049±0.001110 test-auc:0.840646±0.007580 
[1897]  train-auc:0.923089±0.001123 test-auc:0.840656±0.007563 
[1898]  train-auc:0.923108±0.001123 test-auc:0.840661±0.007566 
[1899]  train-auc:0.923138±0.001131 test-auc:0.840670±0.007567 
[1900]  train-auc:0.923173±0.001126 test-auc:0.840676±0.007588 
[1901]  train-auc:0.923203±0.001128 test-auc:0.840692±0.007584 
[1902]  train-auc:0.923233±0.001126 test-auc:0.840697±0.007603 
[1903]  train-auc:0.923249±0.001133 test-auc:0.840712±0.007607 
[1904]  train-auc:0.923280±0.001144 test-auc:0.840732±0.007592 
[1905]  train-auc:0.923295±0.001143 test-auc:0.840736±0.007599 
[1906]  train-auc:0.923315±0.001144 test-auc:0.840735±0.007605 
[1907]  train-auc:0.923341±0.001148 test-auc:0.840747±0.007614 
[1908]  train-auc:0.923362±0.001151 test-auc:0.840738±0.007606 
[1909]  train-auc:0.923368±0.001149 test-auc:0.840742±0.007615 
[1910]  train-auc:0.923382±0.001151 test-auc:0.840745±0.007608 
[1911]  train-auc:0.923405±0.001153 test-auc:0.840737±0.007624 
[1912]  train-auc:0.923426±0.001154 test-auc:0.840746±0.007623 
[1913]  train-auc:0.923455±0.001154 test-auc:0.840768±0.007621 
[1914]  train-auc:0.923478±0.001146 test-auc:0.840771±0.007619 
[1915]  train-auc:0.923483±0.001148 test-auc:0.840770±0.007614 
[1916]  train-auc:0.923515±0.001142 test-auc:0.840764±0.007613 
[1917]  train-auc:0.923534±0.001144 test-auc:0.840776±0.007617 
[1918]  train-auc:0.923571±0.001145 test-auc:0.840782±0.007624 
[1919]  train-auc:0.923589±0.001146 test-auc:0.840786±0.007609 
[1920]  train-auc:0.923630±0.001144 test-auc:0.840794±0.007600 
[1921]  train-auc:0.923657±0.001151 test-auc:0.840799±0.007603 
[1922]  train-auc:0.923683±0.001149 test-auc:0.840807±0.007595 
[1923]  train-auc:0.923705±0.001151 test-auc:0.840818±0.007593 
[1924]  train-auc:0.923719±0.001151 test-auc:0.840821±0.007601 
[1925]  train-auc:0.923756±0.001165 test-auc:0.840836±0.007611 
[1926]  train-auc:0.923783±0.001165 test-auc:0.840842±0.007617 
[1927]  train-auc:0.923816±0.001166 test-auc:0.840859±0.007623 
[1928]  train-auc:0.923831±0.001171 test-auc:0.840866±0.007631 
[1929]  train-auc:0.923867±0.001163 test-auc:0.840878±0.007610 
[1930]  train-auc:0.923903±0.001175 test-auc:0.840883±0.007605 
[1931]  train-auc:0.923922±0.001177 test-auc:0.840888±0.007610 
[1932]  train-auc:0.923946±0.001175 test-auc:0.840868±0.007605 
[1933]  train-auc:0.923960±0.001173 test-auc:0.840877±0.007609 
[1934]  train-auc:0.923987±0.001173 test-auc:0.840896±0.007594 
[1935]  train-auc:0.924011±0.001170 test-auc:0.840909±0.007590 
[1936]  train-auc:0.924024±0.001172 test-auc:0.840911±0.007587 
[1937]  train-auc:0.924041±0.001171 test-auc:0.840923±0.007591 
[1938]  train-auc:0.924062±0.001166 test-auc:0.840945±0.007596 
[1939]  train-auc:0.924081±0.001177 test-auc:0.840944±0.007598 
[1940]  train-auc:0.924098±0.001174 test-auc:0.840964±0.007588 
[1941]  train-auc:0.924116±0.001179 test-auc:0.840974±0.007589 
[1942]  train-auc:0.924135±0.001178 test-auc:0.840975±0.007585 
[1943]  train-auc:0.924168±0.001179 test-auc:0.840988±0.007594 
[1944]  train-auc:0.924189±0.001180 test-auc:0.840998±0.007587 
[1945]  train-auc:0.924218±0.001181 test-auc:0.841007±0.007585 
[1946]  train-auc:0.924233±0.001182 test-auc:0.841005±0.007575 
[1947]  train-auc:0.924247±0.001182 test-auc:0.841000±0.007582 
[1948]  train-auc:0.924274±0.001171 test-auc:0.841015±0.007589 
[1949]  train-auc:0.924311±0.001179 test-auc:0.841016±0.007593 
[1950]  train-auc:0.924335±0.001180 test-auc:0.841030±0.007591 
[1951]  train-auc:0.924350±0.001174 test-auc:0.841033±0.007588 
[1952]  train-auc:0.924380±0.001182 test-auc:0.841044±0.007563 
[1953]  train-auc:0.924401±0.001178 test-auc:0.841044±0.007574 
[1954]  train-auc:0.924412±0.001184 test-auc:0.841043±0.007567 
[1955]  train-auc:0.924441±0.001184 test-auc:0.841075±0.007584 
[1956]  train-auc:0.924469±0.001189 test-auc:0.841074±0.007582 
[1957]  train-auc:0.924489±0.001191 test-auc:0.841080±0.007571 
[1958]  train-auc:0.924506±0.001181 test-auc:0.841089±0.007566 
[1959]  train-auc:0.924529±0.001181 test-auc:0.841099±0.007572 
[1960]  train-auc:0.924543±0.001182 test-auc:0.841106±0.007575 
[1961]  train-auc:0.924582±0.001185 test-auc:0.841118±0.007563 
[1962]  train-auc:0.924603±0.001187 test-auc:0.841129±0.007566 
[1963]  train-auc:0.924629±0.001188 test-auc:0.841129±0.007562 
[1964]  train-auc:0.924660±0.001182 test-auc:0.841147±0.007583 
[1965]  train-auc:0.924674±0.001185 test-auc:0.841155±0.007575 
[1966]  train-auc:0.924691±0.001186 test-auc:0.841164±0.007567 
[1967]  train-auc:0.924723±0.001190 test-auc:0.841154±0.007569 
[1968]  train-auc:0.924745±0.001196 test-auc:0.841157±0.007577 
[1969]  train-auc:0.924770±0.001194 test-auc:0.841159±0.007575 
[1970]  train-auc:0.924792±0.001200 test-auc:0.841156±0.007573 
[1971]  train-auc:0.924836±0.001213 test-auc:0.841180±0.007573 
[1972]  train-auc:0.924856±0.001221 test-auc:0.841186±0.007572 
[1973]  train-auc:0.924881±0.001226 test-auc:0.841201±0.007562 
[1974]  train-auc:0.924909±0.001230 test-auc:0.841208±0.007558 
[1975]  train-auc:0.924942±0.001229 test-auc:0.841218±0.007570 
[1976]  train-auc:0.924959±0.001229 test-auc:0.841217±0.007575 
[1977]  train-auc:0.924966±0.001230 test-auc:0.841220±0.007579 
[1978]  train-auc:0.924992±0.001220 test-auc:0.841218±0.007584 
[1979]  train-auc:0.925006±0.001222 test-auc:0.841228±0.007594 
[1980]  train-auc:0.925026±0.001214 test-auc:0.841236±0.007607 
[1981]  train-auc:0.925048±0.001211 test-auc:0.841257±0.007602 
[1982]  train-auc:0.925059±0.001213 test-auc:0.841253±0.007593 
[1983]  train-auc:0.925069±0.001215 test-auc:0.841256±0.007583 
[1984]  train-auc:0.925109±0.001236 test-auc:0.841265±0.007582 
[1985]  train-auc:0.925135±0.001237 test-auc:0.841265±0.007567 
[1986]  train-auc:0.925143±0.001235 test-auc:0.841275±0.007565 
[1987]  train-auc:0.925173±0.001233 test-auc:0.841289±0.007554 
[1988]  train-auc:0.925215±0.001239 test-auc:0.841296±0.007553 
[1989]  train-auc:0.925241±0.001248 test-auc:0.841322±0.007563 
[1990]  train-auc:0.925262±0.001243 test-auc:0.841335±0.007565 
[1991]  train-auc:0.925286±0.001243 test-auc:0.841346±0.007565 
[1992]  train-auc:0.925312±0.001237 test-auc:0.841365±0.007557 
[1993]  train-auc:0.925340±0.001236 test-auc:0.841370±0.007557 
[1994]  train-auc:0.925355±0.001229 test-auc:0.841379±0.007559 
[1995]  train-auc:0.925396±0.001228 test-auc:0.841412±0.007557 
[1996]  train-auc:0.925430±0.001240 test-auc:0.841423±0.007560 
[1997]  train-auc:0.925471±0.001240 test-auc:0.841429±0.007556 
[1998]  train-auc:0.925505±0.001235 test-auc:0.841435±0.007565 
[1999]  train-auc:0.925528±0.001233 test-auc:0.841440±0.007575 
[2000]  train-auc:0.925550±0.001232 test-auc:0.841442±0.007569 
[2001]  train-auc:0.925573±0.001232 test-auc:0.841467±0.007580 
[2002]  train-auc:0.925586±0.001228 test-auc:0.841468±0.007581 
[2003]  train-auc:0.925614±0.001223 test-auc:0.841471±0.007579 
[2004]  train-auc:0.925643±0.001213 test-auc:0.841492±0.007584 
[2005]  train-auc:0.925658±0.001216 test-auc:0.841483±0.007585 
[2006]  train-auc:0.925675±0.001214 test-auc:0.841483±0.007598 
[2007]  train-auc:0.925709±0.001196 test-auc:0.841498±0.007604 
[2008]  train-auc:0.925735±0.001196 test-auc:0.841491±0.007614 
[2009]  train-auc:0.925761±0.001204 test-auc:0.841505±0.007606 
[2010]  train-auc:0.925792±0.001208 test-auc:0.841526±0.007590 
[2011]  train-auc:0.925802±0.001202 test-auc:0.841533±0.007594 
[2012]  train-auc:0.925818±0.001205 test-auc:0.841542±0.007597 
[2013]  train-auc:0.925834±0.001205 test-auc:0.841541±0.007610 
[2014]  train-auc:0.925846±0.001203 test-auc:0.841527±0.007611 
[2015]  train-auc:0.925865±0.001199 test-auc:0.841547±0.007602 
[2016]  train-auc:0.925891±0.001205 test-auc:0.841556±0.007603 
[2017]  train-auc:0.925920±0.001210 test-auc:0.841562±0.007604 
[2018]  train-auc:0.925933±0.001209 test-auc:0.841563±0.007600 
[2019]  train-auc:0.925949±0.001205 test-auc:0.841566±0.007600 
[2020]  train-auc:0.925965±0.001195 test-auc:0.841571±0.007597 
[2021]  train-auc:0.925983±0.001193 test-auc:0.841569±0.007603 
[2022]  train-auc:0.926010±0.001192 test-auc:0.841574±0.007610 
[2023]  train-auc:0.926053±0.001202 test-auc:0.841597±0.007621 
[2024]  train-auc:0.926084±0.001195 test-auc:0.841602±0.007607 
[2025]  train-auc:0.926112±0.001199 test-auc:0.841604±0.007599 
[2026]  train-auc:0.926141±0.001190 test-auc:0.841619±0.007604 
[2027]  train-auc:0.926158±0.001190 test-auc:0.841629±0.007612 
[2028]  train-auc:0.926181±0.001186 test-auc:0.841628±0.007613 
[2029]  train-auc:0.926198±0.001182 test-auc:0.841625±0.007615 
[2030]  train-auc:0.926233±0.001185 test-auc:0.841635±0.007612 
[2031]  train-auc:0.926245±0.001183 test-auc:0.841633±0.007615 
[2032]  train-auc:0.926277±0.001184 test-auc:0.841618±0.007613 
[2033]  train-auc:0.926289±0.001183 test-auc:0.841616±0.007618 
[2034]  train-auc:0.926319±0.001181 test-auc:0.841626±0.007600 
[2035]  train-auc:0.926357±0.001175 test-auc:0.841634±0.007603 
[2036]  train-auc:0.926384±0.001182 test-auc:0.841637±0.007588 
[2037]  train-auc:0.926399±0.001185 test-auc:0.841642±0.007578 
[2038]  train-auc:0.926415±0.001181 test-auc:0.841652±0.007592 
[2039]  train-auc:0.926428±0.001179 test-auc:0.841649±0.007583 
[2040]  train-auc:0.926455±0.001175 test-auc:0.841665±0.007592 
[2041]  train-auc:0.926481±0.001181 test-auc:0.841673±0.007586 
[2042]  train-auc:0.926507±0.001191 test-auc:0.841684±0.007577 
[2043]  train-auc:0.926534±0.001183 test-auc:0.841689±0.007571 
[2044]  train-auc:0.926561±0.001182 test-auc:0.841689±0.007587 
[2045]  train-auc:0.926584±0.001178 test-auc:0.841693±0.007593 
[2046]  train-auc:0.926597±0.001179 test-auc:0.841701±0.007594 
[2047]  train-auc:0.926615±0.001177 test-auc:0.841699±0.007603 
[2048]  train-auc:0.926648±0.001180 test-auc:0.841732±0.007595 
[2049]  train-auc:0.926665±0.001177 test-auc:0.841741±0.007581 
[2050]  train-auc:0.926681±0.001176 test-auc:0.841746±0.007584 
[2051]  train-auc:0.926696±0.001178 test-auc:0.841755±0.007588 
[2052]  train-auc:0.926711±0.001176 test-auc:0.841757±0.007584 
[2053]  train-auc:0.926732±0.001176 test-auc:0.841756±0.007579 
[2054]  train-auc:0.926759±0.001180 test-auc:0.841756±0.007579 
[2055]  train-auc:0.926769±0.001184 test-auc:0.841746±0.007580 
[2056]  train-auc:0.926790±0.001191 test-auc:0.841748±0.007580 
[2057]  train-auc:0.926807±0.001185 test-auc:0.841739±0.007572 
[2058]  train-auc:0.926836±0.001181 test-auc:0.841755±0.007561 
[2059]  train-auc:0.926847±0.001185 test-auc:0.841749±0.007568 
[2060]  train-auc:0.926880±0.001194 test-auc:0.841759±0.007554 
[2061]  train-auc:0.926899±0.001193 test-auc:0.841756±0.007554 
[2062]  train-auc:0.926920±0.001191 test-auc:0.841760±0.007553 
[2063]  train-auc:0.926938±0.001189 test-auc:0.841755±0.007569 
[2064]  train-auc:0.926951±0.001194 test-auc:0.841759±0.007565 
[2065]  train-auc:0.926984±0.001195 test-auc:0.841762±0.007556 
[2066]  train-auc:0.927000±0.001200 test-auc:0.841765±0.007558 
[2067]  train-auc:0.927013±0.001201 test-auc:0.841767±0.007554 
[2068]  train-auc:0.927032±0.001197 test-auc:0.841770±0.007571 
[2069]  train-auc:0.927047±0.001194 test-auc:0.841771±0.007576 
[2070]  train-auc:0.927069±0.001195 test-auc:0.841778±0.007592 
[2071]  train-auc:0.927096±0.001202 test-auc:0.841776±0.007596 
[2072]  train-auc:0.927111±0.001206 test-auc:0.841779±0.007593 
[2073]  train-auc:0.927133±0.001203 test-auc:0.841788±0.007588 
[2074]  train-auc:0.927155±0.001195 test-auc:0.841797±0.007601 
[2075]  train-auc:0.927184±0.001192 test-auc:0.841811±0.007583 
[2076]  train-auc:0.927205±0.001193 test-auc:0.841821±0.007599 
[2077]  train-auc:0.927220±0.001199 test-auc:0.841821±0.007583 
[2078]  train-auc:0.927239±0.001204 test-auc:0.841817±0.007588 
[2079]  train-auc:0.927259±0.001197 test-auc:0.841825±0.007590 
[2080]  train-auc:0.927275±0.001198 test-auc:0.841821±0.007599 
[2081]  train-auc:0.927292±0.001203 test-auc:0.841830±0.007598 
[2082]  train-auc:0.927316±0.001198 test-auc:0.841839±0.007584 
[2083]  train-auc:0.927341±0.001200 test-auc:0.841828±0.007590 
[2084]  train-auc:0.927361±0.001196 test-auc:0.841825±0.007589 
[2085]  train-auc:0.927386±0.001192 test-auc:0.841817±0.007583 
[2086]  train-auc:0.927399±0.001190 test-auc:0.841817±0.007582 
[2087]  train-auc:0.927418±0.001191 test-auc:0.841831±0.007582 
[2088]  train-auc:0.927438±0.001188 test-auc:0.841840±0.007597 
[2089]  train-auc:0.927461±0.001198 test-auc:0.841844±0.007595 
[2090]  train-auc:0.927479±0.001197 test-auc:0.841843±0.007594 
[2091]  train-auc:0.927499±0.001206 test-auc:0.841846±0.007591 
[2092]  train-auc:0.927518±0.001207 test-auc:0.841841±0.007600 
[2093]  train-auc:0.927530±0.001208 test-auc:0.841840±0.007606 
[2094]  train-auc:0.927545±0.001207 test-auc:0.841835±0.007595 
[2095]  train-auc:0.927568±0.001208 test-auc:0.841844±0.007592 
[2096]  train-auc:0.927589±0.001209 test-auc:0.841877±0.007586 
[2097]  train-auc:0.927619±0.001205 test-auc:0.841889±0.007603 
[2098]  train-auc:0.927630±0.001203 test-auc:0.841894±0.007609 
[2099]  train-auc:0.927645±0.001204 test-auc:0.841899±0.007608 
[2100]  train-auc:0.927668±0.001210 test-auc:0.841888±0.007602 
[2101]  train-auc:0.927683±0.001207 test-auc:0.841888±0.007613 
[2102]  train-auc:0.927709±0.001215 test-auc:0.841884±0.007612 
[2103]  train-auc:0.927721±0.001214 test-auc:0.841888±0.007613 
[2104]  train-auc:0.927736±0.001213 test-auc:0.841896±0.007606 
[2105]  train-auc:0.927762±0.001210 test-auc:0.841902±0.007597 
[2106]  train-auc:0.927785±0.001213 test-auc:0.841894±0.007605 
[2107]  train-auc:0.927800±0.001211 test-auc:0.841905±0.007602 
[2108]  train-auc:0.927831±0.001210 test-auc:0.841923±0.007590 
[2109]  train-auc:0.927857±0.001217 test-auc:0.841925±0.007601 
[2110]  train-auc:0.927883±0.001216 test-auc:0.841925±0.007597 
[2111]  train-auc:0.927904±0.001225 test-auc:0.841924±0.007593 
[2112]  train-auc:0.927921±0.001221 test-auc:0.841930±0.007595 
[2113]  train-auc:0.927937±0.001219 test-auc:0.841943±0.007591 
[2114]  train-auc:0.927948±0.001219 test-auc:0.841947±0.007587 
[2115]  train-auc:0.927972±0.001220 test-auc:0.841946±0.007588 
[2116]  train-auc:0.927987±0.001218 test-auc:0.841941±0.007587 
[2117]  train-auc:0.928010±0.001221 test-auc:0.841949±0.007585 
[2118]  train-auc:0.928027±0.001224 test-auc:0.841950±0.007579 
[2119]  train-auc:0.928042±0.001227 test-auc:0.841955±0.007563 
[2120]  train-auc:0.928063±0.001222 test-auc:0.841968±0.007561 
[2121]  train-auc:0.928084±0.001222 test-auc:0.841983±0.007553 
[2122]  train-auc:0.928103±0.001222 test-auc:0.841993±0.007557 
[2123]  train-auc:0.928119±0.001228 test-auc:0.841987±0.007558 
[2124]  train-auc:0.928129±0.001225 test-auc:0.841991±0.007553 
[2125]  train-auc:0.928153±0.001226 test-auc:0.842005±0.007553 
[2126]  train-auc:0.928185±0.001231 test-auc:0.842001±0.007557 
[2127]  train-auc:0.928206±0.001222 test-auc:0.842006±0.007557 
[2128]  train-auc:0.928245±0.001224 test-auc:0.842033±0.007539 
[2129]  train-auc:0.928261±0.001224 test-auc:0.842043±0.007535 
[2130]  train-auc:0.928287±0.001219 test-auc:0.842073±0.007542 
[2131]  train-auc:0.928315±0.001224 test-auc:0.842067±0.007541 
[2132]  train-auc:0.928325±0.001223 test-auc:0.842068±0.007539 
[2133]  train-auc:0.928359±0.001219 test-auc:0.842082±0.007547 
[2134]  train-auc:0.928373±0.001219 test-auc:0.842077±0.007553 
[2135]  train-auc:0.928409±0.001215 test-auc:0.842089±0.007545 
[2136]  train-auc:0.928439±0.001213 test-auc:0.842102±0.007538 
[2137]  train-auc:0.928453±0.001207 test-auc:0.842110±0.007537 
[2138]  train-auc:0.928465±0.001211 test-auc:0.842124±0.007540 
[2139]  train-auc:0.928495±0.001212 test-auc:0.842137±0.007558 
[2140]  train-auc:0.928522±0.001205 test-auc:0.842147±0.007549 
[2141]  train-auc:0.928557±0.001215 test-auc:0.842139±0.007559 
[2142]  train-auc:0.928585±0.001223 test-auc:0.842158±0.007551 
[2143]  train-auc:0.928608±0.001221 test-auc:0.842169±0.007571 
[2144]  train-auc:0.928646±0.001221 test-auc:0.842195±0.007567 
[2145]  train-auc:0.928664±0.001227 test-auc:0.842191±0.007563 
[2146]  train-auc:0.928706±0.001232 test-auc:0.842207±0.007573 
[2147]  train-auc:0.928729±0.001227 test-auc:0.842215±0.007572 
[2148]  train-auc:0.928769±0.001236 test-auc:0.842219±0.007553 
[2149]  train-auc:0.928787±0.001234 test-auc:0.842233±0.007541 
[2150]  train-auc:0.928812±0.001233 test-auc:0.842259±0.007581 
[2151]  train-auc:0.928828±0.001233 test-auc:0.842268±0.007563 
[2152]  train-auc:0.928847±0.001230 test-auc:0.842271±0.007568 
[2153]  train-auc:0.928875±0.001232 test-auc:0.842273±0.007577 
[2154]  train-auc:0.928916±0.001227 test-auc:0.842299±0.007582 
[2155]  train-auc:0.928938±0.001225 test-auc:0.842297±0.007577 
[2156]  train-auc:0.928951±0.001225 test-auc:0.842303±0.007567 
[2157]  train-auc:0.928967±0.001227 test-auc:0.842317±0.007564 
[2158]  train-auc:0.928991±0.001237 test-auc:0.842323±0.007566 
[2159]  train-auc:0.929012±0.001236 test-auc:0.842324±0.007562 
[2160]  train-auc:0.929030±0.001242 test-auc:0.842340±0.007574 
[2161]  train-auc:0.929067±0.001249 test-auc:0.842345±0.007566 
[2162]  train-auc:0.929088±0.001257 test-auc:0.842346±0.007557 
[2163]  train-auc:0.929110±0.001262 test-auc:0.842356±0.007560 
[2164]  train-auc:0.929133±0.001260 test-auc:0.842354±0.007558 
[2165]  train-auc:0.929160±0.001258 test-auc:0.842357±0.007560 
[2166]  train-auc:0.929183±0.001255 test-auc:0.842372±0.007569 
[2167]  train-auc:0.929207±0.001255 test-auc:0.842388±0.007580 
[2168]  train-auc:0.929220±0.001255 test-auc:0.842391±0.007572 
[2169]  train-auc:0.929240±0.001254 test-auc:0.842392±0.007571 
[2170]  train-auc:0.929262±0.001268 test-auc:0.842394±0.007571 
[2171]  train-auc:0.929287±0.001269 test-auc:0.842404±0.007564 
[2172]  train-auc:0.929304±0.001270 test-auc:0.842413±0.007565 
[2173]  train-auc:0.929326±0.001268 test-auc:0.842411±0.007584 
[2174]  train-auc:0.929339±0.001272 test-auc:0.842408±0.007583 
[2175]  train-auc:0.929363±0.001273 test-auc:0.842419±0.007566 
[2176]  train-auc:0.929392±0.001287 test-auc:0.842443±0.007585 
[2177]  train-auc:0.929429±0.001294 test-auc:0.842450±0.007607 
[2178]  train-auc:0.929454±0.001289 test-auc:0.842457±0.007618 
[2179]  train-auc:0.929472±0.001297 test-auc:0.842458±0.007614 
[2180]  train-auc:0.929502±0.001297 test-auc:0.842481±0.007615 
[2181]  train-auc:0.929524±0.001308 test-auc:0.842474±0.007620 
[2182]  train-auc:0.929544±0.001305 test-auc:0.842493±0.007612 
[2183]  train-auc:0.929555±0.001306 test-auc:0.842495±0.007618 
[2184]  train-auc:0.929568±0.001305 test-auc:0.842497±0.007607 
[2185]  train-auc:0.929589±0.001304 test-auc:0.842502±0.007606 
[2186]  train-auc:0.929607±0.001302 test-auc:0.842513±0.007606 
[2187]  train-auc:0.929621±0.001310 test-auc:0.842521±0.007612 
[2188]  train-auc:0.929634±0.001309 test-auc:0.842526±0.007601 
[2189]  train-auc:0.929649±0.001317 test-auc:0.842519±0.007610 
[2190]  train-auc:0.929670±0.001323 test-auc:0.842519±0.007608 
[2191]  train-auc:0.929681±0.001320 test-auc:0.842517±0.007612 
[2192]  train-auc:0.929705±0.001316 test-auc:0.842507±0.007622 
[2193]  train-auc:0.929724±0.001316 test-auc:0.842522±0.007622 
[2194]  train-auc:0.929750±0.001326 test-auc:0.842550±0.007612 
[2195]  train-auc:0.929764±0.001326 test-auc:0.842546±0.007611 
[2196]  train-auc:0.929788±0.001327 test-auc:0.842554±0.007613 
[2197]  train-auc:0.929802±0.001322 test-auc:0.842560±0.007610 
[2198]  train-auc:0.929829±0.001320 test-auc:0.842577±0.007595 
[2199]  train-auc:0.929868±0.001327 test-auc:0.842592±0.007580 
[2200]  train-auc:0.929894±0.001330 test-auc:0.842591±0.007581 
[2201]  train-auc:0.929943±0.001361 test-auc:0.842615±0.007566 
[2202]  train-auc:0.929981±0.001364 test-auc:0.842640±0.007574 
[2203]  train-auc:0.929994±0.001367 test-auc:0.842638±0.007576 
[2204]  train-auc:0.930013±0.001372 test-auc:0.842647±0.007572 
[2205]  train-auc:0.930030±0.001373 test-auc:0.842657±0.007578 
[2206]  train-auc:0.930049±0.001380 test-auc:0.842671±0.007567 
[2207]  train-auc:0.930065±0.001379 test-auc:0.842664±0.007559 
[2208]  train-auc:0.930080±0.001376 test-auc:0.842671±0.007563 
[2209]  train-auc:0.930102±0.001375 test-auc:0.842675±0.007554 
[2210]  train-auc:0.930131±0.001378 test-auc:0.842678±0.007571 
[2211]  train-auc:0.930143±0.001372 test-auc:0.842679±0.007562 
[2212]  train-auc:0.930156±0.001377 test-auc:0.842686±0.007566 
[2213]  train-auc:0.930164±0.001378 test-auc:0.842685±0.007571 
[2214]  train-auc:0.930178±0.001371 test-auc:0.842686±0.007574 
[2215]  train-auc:0.930210±0.001377 test-auc:0.842706±0.007552 
[2216]  train-auc:0.930236±0.001378 test-auc:0.842722±0.007551 
[2217]  train-auc:0.930261±0.001374 test-auc:0.842718±0.007538 
[2218]  train-auc:0.930283±0.001377 test-auc:0.842726±0.007548 
[2219]  train-auc:0.930312±0.001379 test-auc:0.842730±0.007551 
[2220]  train-auc:0.930328±0.001381 test-auc:0.842733±0.007549 
[2221]  train-auc:0.930352±0.001379 test-auc:0.842756±0.007547 
[2222]  train-auc:0.930378±0.001387 test-auc:0.842766±0.007545 
[2223]  train-auc:0.930393±0.001386 test-auc:0.842777±0.007540 
[2224]  train-auc:0.930414±0.001381 test-auc:0.842789±0.007539 
[2225]  train-auc:0.930424±0.001378 test-auc:0.842781±0.007534 
[2226]  train-auc:0.930443±0.001378 test-auc:0.842788±0.007564 
[2227]  train-auc:0.930464±0.001377 test-auc:0.842797±0.007560 
[2228]  train-auc:0.930485±0.001368 test-auc:0.842814±0.007566 
[2229]  train-auc:0.930508±0.001373 test-auc:0.842807±0.007558 
[2230]  train-auc:0.930550±0.001382 test-auc:0.842817±0.007553 
[2231]  train-auc:0.930570±0.001383 test-auc:0.842827±0.007555 
[2232]  train-auc:0.930602±0.001369 test-auc:0.842838±0.007554 
[2233]  train-auc:0.930619±0.001379 test-auc:0.842842±0.007553 
[2234]  train-auc:0.930628±0.001383 test-auc:0.842837±0.007558 
[2235]  train-auc:0.930644±0.001388 test-auc:0.842857±0.007543 
[2236]  train-auc:0.930664±0.001390 test-auc:0.842861±0.007551 
[2237]  train-auc:0.930680±0.001398 test-auc:0.842870±0.007543 
[2238]  train-auc:0.930695±0.001400 test-auc:0.842870±0.007551 
[2239]  train-auc:0.930702±0.001400 test-auc:0.842879±0.007560 
[2240]  train-auc:0.930724±0.001392 test-auc:0.842876±0.007563 
[2241]  train-auc:0.930754±0.001389 test-auc:0.842891±0.007550 
[2242]  train-auc:0.930801±0.001396 test-auc:0.842905±0.007556 
[2243]  train-auc:0.930830±0.001401 test-auc:0.842919±0.007531 
[2244]  train-auc:0.930841±0.001398 test-auc:0.842924±0.007523 
[2245]  train-auc:0.930850±0.001401 test-auc:0.842922±0.007524 
[2246]  train-auc:0.930868±0.001407 test-auc:0.842925±0.007537 
[2247]  train-auc:0.930889±0.001406 test-auc:0.842938±0.007538 
[2248]  train-auc:0.930901±0.001407 test-auc:0.842938±0.007539 
[2249]  train-auc:0.930930±0.001413 test-auc:0.842961±0.007538 
[2250]  train-auc:0.930943±0.001409 test-auc:0.842965±0.007542 
[2251]  train-auc:0.930961±0.001412 test-auc:0.842970±0.007552 
[2252]  train-auc:0.930977±0.001410 test-auc:0.842968±0.007544 
[2253]  train-auc:0.931007±0.001416 test-auc:0.842993±0.007535 
[2254]  train-auc:0.931024±0.001414 test-auc:0.843002±0.007539 
[2255]  train-auc:0.931036±0.001414 test-auc:0.843011±0.007544 
[2256]  train-auc:0.931061±0.001412 test-auc:0.843014±0.007536 
[2257]  train-auc:0.931072±0.001413 test-auc:0.843028±0.007532 
[2258]  train-auc:0.931090±0.001417 test-auc:0.843025±0.007538 
[2259]  train-auc:0.931108±0.001413 test-auc:0.843033±0.007531 
[2260]  train-auc:0.931121±0.001410 test-auc:0.843038±0.007541 
[2261]  train-auc:0.931163±0.001427 test-auc:0.843059±0.007516 
[2262]  train-auc:0.931181±0.001426 test-auc:0.843067±0.007519 
[2263]  train-auc:0.931202±0.001425 test-auc:0.843072±0.007518 
[2264]  train-auc:0.931223±0.001421 test-auc:0.843099±0.007524 
[2265]  train-auc:0.931240±0.001423 test-auc:0.843093±0.007523 
[2266]  train-auc:0.931260±0.001418 test-auc:0.843102±0.007515 
[2267]  train-auc:0.931288±0.001424 test-auc:0.843103±0.007511 
[2268]  train-auc:0.931298±0.001422 test-auc:0.843101±0.007513 
[2269]  train-auc:0.931312±0.001433 test-auc:0.843109±0.007522 
[2270]  train-auc:0.931336±0.001430 test-auc:0.843118±0.007512 
[2271]  train-auc:0.931343±0.001429 test-auc:0.843112±0.007503 
[2272]  train-auc:0.931355±0.001430 test-auc:0.843125±0.007513 
[2273]  train-auc:0.931372±0.001429 test-auc:0.843119±0.007518 
[2274]  train-auc:0.931384±0.001429 test-auc:0.843139±0.007522 
[2275]  train-auc:0.931399±0.001427 test-auc:0.843139±0.007513 
[2276]  train-auc:0.931413±0.001433 test-auc:0.843136±0.007515 
[2277]  train-auc:0.931431±0.001429 test-auc:0.843159±0.007511 
[2278]  train-auc:0.931447±0.001429 test-auc:0.843160±0.007515 
[2279]  train-auc:0.931468±0.001425 test-auc:0.843153±0.007506 
[2280]  train-auc:0.931482±0.001423 test-auc:0.843150±0.007510 
[2281]  train-auc:0.931502±0.001424 test-auc:0.843143±0.007513 
[2282]  train-auc:0.931515±0.001423 test-auc:0.843146±0.007504 
[2283]  train-auc:0.931529±0.001422 test-auc:0.843153±0.007491 
[2284]  train-auc:0.931546±0.001425 test-auc:0.843169±0.007498 
[2285]  train-auc:0.931554±0.001425 test-auc:0.843166±0.007493 
[2286]  train-auc:0.931566±0.001420 test-auc:0.843182±0.007503 
[2287]  train-auc:0.931588±0.001422 test-auc:0.843192±0.007502 
[2288]  train-auc:0.931599±0.001426 test-auc:0.843176±0.007505 
[2289]  train-auc:0.931626±0.001424 test-auc:0.843190±0.007538 
[2290]  train-auc:0.931638±0.001425 test-auc:0.843192±0.007541 
[2291]  train-auc:0.931653±0.001430 test-auc:0.843200±0.007531 
[2292]  train-auc:0.931663±0.001424 test-auc:0.843196±0.007532 
[2293]  train-auc:0.931681±0.001427 test-auc:0.843190±0.007517 
[2294]  train-auc:0.931692±0.001424 test-auc:0.843200±0.007526 
[2295]  train-auc:0.931715±0.001425 test-auc:0.843212±0.007522 
[2296]  train-auc:0.931732±0.001427 test-auc:0.843225±0.007523 
[2297]  train-auc:0.931747±0.001422 test-auc:0.843247±0.007521 
[2298]  train-auc:0.931767±0.001413 test-auc:0.843236±0.007523 
[2299]  train-auc:0.931781±0.001417 test-auc:0.843238±0.007521 
[2300]  train-auc:0.931804±0.001416 test-auc:0.843251±0.007531 
[2301]  train-auc:0.931822±0.001414 test-auc:0.843257±0.007531 
[2302]  train-auc:0.931842±0.001423 test-auc:0.843259±0.007535 
[2303]  train-auc:0.931858±0.001421 test-auc:0.843252±0.007542 
[2304]  train-auc:0.931878±0.001425 test-auc:0.843267±0.007558 
[2305]  train-auc:0.931889±0.001419 test-auc:0.843273±0.007549 
[2306]  train-auc:0.931906±0.001421 test-auc:0.843272±0.007545 
[2307]  train-auc:0.931925±0.001420 test-auc:0.843282±0.007559 
[2308]  train-auc:0.931952±0.001427 test-auc:0.843284±0.007550 
[2309]  train-auc:0.931960±0.001428 test-auc:0.843279±0.007546 
[2310]  train-auc:0.931978±0.001431 test-auc:0.843286±0.007547 
[2311]  train-auc:0.932000±0.001433 test-auc:0.843295±0.007545 
[2312]  train-auc:0.932018±0.001442 test-auc:0.843298±0.007525 
[2313]  train-auc:0.932037±0.001439 test-auc:0.843305±0.007534 
[2314]  train-auc:0.932053±0.001444 test-auc:0.843297±0.007531 
[2315]  train-auc:0.932073±0.001441 test-auc:0.843292±0.007517 
[2316]  train-auc:0.932101±0.001454 test-auc:0.843293±0.007525 
[2317]  train-auc:0.932114±0.001444 test-auc:0.843294±0.007513 
[2318]  train-auc:0.932146±0.001441 test-auc:0.843293±0.007535 
[2319]  train-auc:0.932157±0.001438 test-auc:0.843300±0.007533 
[2320]  train-auc:0.932178±0.001440 test-auc:0.843309±0.007540 
[2321]  train-auc:0.932192±0.001444 test-auc:0.843301±0.007530 
[2322]  train-auc:0.932209±0.001442 test-auc:0.843304±0.007538 
[2323]  train-auc:0.932221±0.001440 test-auc:0.843314±0.007541 
[2324]  train-auc:0.932234±0.001444 test-auc:0.843321±0.007550 
[2325]  train-auc:0.932257±0.001437 test-auc:0.843323±0.007556 
[2326]  train-auc:0.932280±0.001441 test-auc:0.843332±0.007555 
[2327]  train-auc:0.932302±0.001448 test-auc:0.843339±0.007562 
[2328]  train-auc:0.932317±0.001454 test-auc:0.843351±0.007552 
[2329]  train-auc:0.932333±0.001451 test-auc:0.843358±0.007561 
[2330]  train-auc:0.932348±0.001446 test-auc:0.843365±0.007574 
[2331]  train-auc:0.932367±0.001447 test-auc:0.843367±0.007574 
[2332]  train-auc:0.932378±0.001447 test-auc:0.843376±0.007597 
[2333]  train-auc:0.932386±0.001448 test-auc:0.843378±0.007594 
[2334]  train-auc:0.932403±0.001454 test-auc:0.843388±0.007590 
[2335]  train-auc:0.932419±0.001454 test-auc:0.843387±0.007582 
[2336]  train-auc:0.932441±0.001461 test-auc:0.843392±0.007581 
[2337]  train-auc:0.932475±0.001461 test-auc:0.843388±0.007592 
[2338]  train-auc:0.932494±0.001463 test-auc:0.843395±0.007598 
[2339]  train-auc:0.932511±0.001470 test-auc:0.843400±0.007589 
[2340]  train-auc:0.932523±0.001470 test-auc:0.843406±0.007584 
[2341]  train-auc:0.932541±0.001460 test-auc:0.843410±0.007586 
[2342]  train-auc:0.932551±0.001462 test-auc:0.843405±0.007583 
[2343]  train-auc:0.932568±0.001461 test-auc:0.843409±0.007587 
[2344]  train-auc:0.932593±0.001462 test-auc:0.843429±0.007576 
[2345]  train-auc:0.932620±0.001460 test-auc:0.843427±0.007566 
[2346]  train-auc:0.932644±0.001448 test-auc:0.843448±0.007561 
[2347]  train-auc:0.932660±0.001455 test-auc:0.843453±0.007570 
[2348]  train-auc:0.932676±0.001452 test-auc:0.843452±0.007572 
[2349]  train-auc:0.932687±0.001452 test-auc:0.843446±0.007576 
[2350]  train-auc:0.932718±0.001458 test-auc:0.843463±0.007576 
[2351]  train-auc:0.932733±0.001463 test-auc:0.843470±0.007576 
[2352]  train-auc:0.932749±0.001455 test-auc:0.843492±0.007570 
[2353]  train-auc:0.932763±0.001455 test-auc:0.843499±0.007574 
[2354]  train-auc:0.932780±0.001456 test-auc:0.843510±0.007575 
[2355]  train-auc:0.932800±0.001458 test-auc:0.843514±0.007576 
[2356]  train-auc:0.932825±0.001465 test-auc:0.843522±0.007580 
[2357]  train-auc:0.932856±0.001465 test-auc:0.843534±0.007567 
[2358]  train-auc:0.932880±0.001451 test-auc:0.843528±0.007562 
[2359]  train-auc:0.932898±0.001456 test-auc:0.843543±0.007576 
[2360]  train-auc:0.932914±0.001455 test-auc:0.843555±0.007576 
[2361]  train-auc:0.932934±0.001451 test-auc:0.843559±0.007574 
[2362]  train-auc:0.932971±0.001457 test-auc:0.843562±0.007583 
[2363]  train-auc:0.932987±0.001455 test-auc:0.843573±0.007563 
[2364]  train-auc:0.932994±0.001455 test-auc:0.843567±0.007565 
[2365]  train-auc:0.933011±0.001455 test-auc:0.843564±0.007569 
[2366]  train-auc:0.933049±0.001443 test-auc:0.843564±0.007572 
[2367]  train-auc:0.933070±0.001444 test-auc:0.843576±0.007569 
[2368]  train-auc:0.933081±0.001443 test-auc:0.843579±0.007567 
[2369]  train-auc:0.933100±0.001438 test-auc:0.843583±0.007572 
[2370]  train-auc:0.933113±0.001436 test-auc:0.843580±0.007556 
[2371]  train-auc:0.933135±0.001444 test-auc:0.843596±0.007540 
[2372]  train-auc:0.933151±0.001444 test-auc:0.843590±0.007543 
[2373]  train-auc:0.933163±0.001446 test-auc:0.843590±0.007548 
[2374]  train-auc:0.933170±0.001443 test-auc:0.843592±0.007553 
[2375]  train-auc:0.933186±0.001439 test-auc:0.843604±0.007560 
[2376]  train-auc:0.933196±0.001443 test-auc:0.843599±0.007554 
[2377]  train-auc:0.933217±0.001435 test-auc:0.843613±0.007553 
[2378]  train-auc:0.933239±0.001447 test-auc:0.843614±0.007552 
[2379]  train-auc:0.933262±0.001460 test-auc:0.843629±0.007545 
[2380]  train-auc:0.933274±0.001459 test-auc:0.843637±0.007540 
[2381]  train-auc:0.933295±0.001477 test-auc:0.843655±0.007529 
[2382]  train-auc:0.933310±0.001473 test-auc:0.843661±0.007529 
[2383]  train-auc:0.933321±0.001471 test-auc:0.843664±0.007532 
[2384]  train-auc:0.933344±0.001470 test-auc:0.843673±0.007539 
[2385]  train-auc:0.933357±0.001468 test-auc:0.843672±0.007536 
[2386]  train-auc:0.933378±0.001468 test-auc:0.843672±0.007550 
[2387]  train-auc:0.933393±0.001476 test-auc:0.843680±0.007554 
[2388]  train-auc:0.933412±0.001471 test-auc:0.843684±0.007554 
[2389]  train-auc:0.933436±0.001464 test-auc:0.843698±0.007570 
[2390]  train-auc:0.933466±0.001467 test-auc:0.843699±0.007572 
[2391]  train-auc:0.933474±0.001468 test-auc:0.843704±0.007575 
[2392]  train-auc:0.933492±0.001471 test-auc:0.843702±0.007562 
[2393]  train-auc:0.933502±0.001468 test-auc:0.843702±0.007568 
[2394]  train-auc:0.933521±0.001460 test-auc:0.843712±0.007564 
[2395]  train-auc:0.933528±0.001460 test-auc:0.843712±0.007564 
[2396]  train-auc:0.933538±0.001462 test-auc:0.843726±0.007568 
[2397]  train-auc:0.933554±0.001461 test-auc:0.843734±0.007575 
[2398]  train-auc:0.933565±0.001467 test-auc:0.843735±0.007578 
[2399]  train-auc:0.933583±0.001474 test-auc:0.843758±0.007583 
[2400]  train-auc:0.933601±0.001474 test-auc:0.843769±0.007581 
[2401]  train-auc:0.933611±0.001474 test-auc:0.843773±0.007581 
[2402]  train-auc:0.933618±0.001474 test-auc:0.843778±0.007572 
[2403]  train-auc:0.933630±0.001470 test-auc:0.843779±0.007573 
[2404]  train-auc:0.933652±0.001475 test-auc:0.843783±0.007573 
[2405]  train-auc:0.933666±0.001476 test-auc:0.843780±0.007561 
[2406]  train-auc:0.933682±0.001477 test-auc:0.843786±0.007559 
[2407]  train-auc:0.933689±0.001479 test-auc:0.843780±0.007562 
[2408]  train-auc:0.933716±0.001479 test-auc:0.843797±0.007565 
[2409]  train-auc:0.933754±0.001483 test-auc:0.843795±0.007575 
[2410]  train-auc:0.933781±0.001474 test-auc:0.843812±0.007563 
[2411]  train-auc:0.933798±0.001474 test-auc:0.843820±0.007570 
[2412]  train-auc:0.933816±0.001471 test-auc:0.843825±0.007574 
[2413]  train-auc:0.933827±0.001474 test-auc:0.843822±0.007585 
[2414]  train-auc:0.933841±0.001475 test-auc:0.843838±0.007576 
[2415]  train-auc:0.933849±0.001477 test-auc:0.843827±0.007568 
[2416]  train-auc:0.933869±0.001478 test-auc:0.843839±0.007577 
[2417]  train-auc:0.933880±0.001479 test-auc:0.843852±0.007581 
[2418]  train-auc:0.933903±0.001481 test-auc:0.843858±0.007567 
[2419]  train-auc:0.933915±0.001488 test-auc:0.843854±0.007576 
[2420]  train-auc:0.933930±0.001489 test-auc:0.843859±0.007576 
[2421]  train-auc:0.933941±0.001494 test-auc:0.843850±0.007561 
[2422]  train-auc:0.933955±0.001499 test-auc:0.843860±0.007569 
[2423]  train-auc:0.933970±0.001498 test-auc:0.843870±0.007577 
[2424]  train-auc:0.933987±0.001497 test-auc:0.843876±0.007573 
[2425]  train-auc:0.933997±0.001495 test-auc:0.843869±0.007564 
[2426]  train-auc:0.934019±0.001499 test-auc:0.843868±0.007578 
[2427]  train-auc:0.934037±0.001502 test-auc:0.843873±0.007591 
[2428]  train-auc:0.934053±0.001496 test-auc:0.843888±0.007588 
[2429]  train-auc:0.934080±0.001498 test-auc:0.843897±0.007582 
[2430]  train-auc:0.934105±0.001499 test-auc:0.843902±0.007590 
[2431]  train-auc:0.934135±0.001507 test-auc:0.843907±0.007585 
[2432]  train-auc:0.934153±0.001511 test-auc:0.843923±0.007573 
[2433]  train-auc:0.934172±0.001505 test-auc:0.843909±0.007585 
[2434]  train-auc:0.934198±0.001507 test-auc:0.843913±0.007603 
[2435]  train-auc:0.934218±0.001503 test-auc:0.843915±0.007575 
[2436]  train-auc:0.934227±0.001503 test-auc:0.843922±0.007573 
[2437]  train-auc:0.934237±0.001503 test-auc:0.843918±0.007580 
[2438]  train-auc:0.934251±0.001504 test-auc:0.843927±0.007579 
[2439]  train-auc:0.934269±0.001506 test-auc:0.843934±0.007592 
[2440]  train-auc:0.934293±0.001501 test-auc:0.843935±0.007581 
[2441]  train-auc:0.934309±0.001496 test-auc:0.843947±0.007570 
[2442]  train-auc:0.934321±0.001496 test-auc:0.843956±0.007577 
[2443]  train-auc:0.934334±0.001497 test-auc:0.843955±0.007576 
[2444]  train-auc:0.934350±0.001501 test-auc:0.843961±0.007581 
[2445]  train-auc:0.934364±0.001505 test-auc:0.843962±0.007579 
[2446]  train-auc:0.934379±0.001506 test-auc:0.843971±0.007574 
[2447]  train-auc:0.934388±0.001504 test-auc:0.843976±0.007576 
[2448]  train-auc:0.934397±0.001504 test-auc:0.843979±0.007579 
[2449]  train-auc:0.934417±0.001507 test-auc:0.843983±0.007568 
[2450]  train-auc:0.934427±0.001504 test-auc:0.843975±0.007568 
[2451]  train-auc:0.934445±0.001509 test-auc:0.843974±0.007572 
[2452]  train-auc:0.934466±0.001508 test-auc:0.843984±0.007569 
[2453]  train-auc:0.934479±0.001505 test-auc:0.843988±0.007569 
[2454]  train-auc:0.934492±0.001508 test-auc:0.843996±0.007564 
[2455]  train-auc:0.934510±0.001513 test-auc:0.843999±0.007568 
[2456]  train-auc:0.934525±0.001516 test-auc:0.844000±0.007571 
[2457]  train-auc:0.934552±0.001510 test-auc:0.844001±0.007562 
[2458]  train-auc:0.934569±0.001499 test-auc:0.843991±0.007550 
[2459]  train-auc:0.934590±0.001490 test-auc:0.843986±0.007550 
[2460]  train-auc:0.934600±0.001485 test-auc:0.843986±0.007544 
[2461]  train-auc:0.934612±0.001483 test-auc:0.843992±0.007549 
[2462]  train-auc:0.934628±0.001480 test-auc:0.844000±0.007552 
[2463]  train-auc:0.934646±0.001482 test-auc:0.844004±0.007549 
[2464]  train-auc:0.934666±0.001486 test-auc:0.844014±0.007536 
[2465]  train-auc:0.934678±0.001487 test-auc:0.844026±0.007536 
[2466]  train-auc:0.934692±0.001494 test-auc:0.844039±0.007544 
[2467]  train-auc:0.934708±0.001489 test-auc:0.844056±0.007538 
[2468]  train-auc:0.934716±0.001486 test-auc:0.844058±0.007546 
[2469]  train-auc:0.934745±0.001481 test-auc:0.844076±0.007550 
[2470]  train-auc:0.934760±0.001479 test-auc:0.844079±0.007549 
[2471]  train-auc:0.934776±0.001476 test-auc:0.844084±0.007537 
[2472]  train-auc:0.934809±0.001473 test-auc:0.844089±0.007536 
[2473]  train-auc:0.934821±0.001476 test-auc:0.844088±0.007534 
[2474]  train-auc:0.934839±0.001478 test-auc:0.844095±0.007534 
[2475]  train-auc:0.934853±0.001478 test-auc:0.844105±0.007544 
[2476]  train-auc:0.934867±0.001471 test-auc:0.844114±0.007550 
[2477]  train-auc:0.934885±0.001473 test-auc:0.844111±0.007538 
[2478]  train-auc:0.934896±0.001473 test-auc:0.844115±0.007549 
[2479]  train-auc:0.934906±0.001472 test-auc:0.844129±0.007545 
[2480]  train-auc:0.934928±0.001477 test-auc:0.844140±0.007533 
[2481]  train-auc:0.934955±0.001479 test-auc:0.844145±0.007536 
[2482]  train-auc:0.934990±0.001478 test-auc:0.844169±0.007561 
[2483]  train-auc:0.935003±0.001482 test-auc:0.844175±0.007572 
[2484]  train-auc:0.935013±0.001484 test-auc:0.844169±0.007574 
[2485]  train-auc:0.935024±0.001489 test-auc:0.844168±0.007575 
[2486]  train-auc:0.935043±0.001487 test-auc:0.844169±0.007576 
[2487]  train-auc:0.935061±0.001490 test-auc:0.844169±0.007569 
[2488]  train-auc:0.935090±0.001502 test-auc:0.844181±0.007557 
[2489]  train-auc:0.935127±0.001489 test-auc:0.844205±0.007551 
[2490]  train-auc:0.935149±0.001487 test-auc:0.844211±0.007553 
[2491]  train-auc:0.935166±0.001485 test-auc:0.844217±0.007554 
[2492]  train-auc:0.935194±0.001489 test-auc:0.844209±0.007555 
[2493]  train-auc:0.935202±0.001484 test-auc:0.844220±0.007549 
[2494]  train-auc:0.935224±0.001483 test-auc:0.844225±0.007549 
[2495]  train-auc:0.935245±0.001481 test-auc:0.844222±0.007558 
[2496]  train-auc:0.935261±0.001494 test-auc:0.844214±0.007550 
[2497]  train-auc:0.935270±0.001495 test-auc:0.844221±0.007556 
[2498]  train-auc:0.935281±0.001500 test-auc:0.844220±0.007550 
[2499]  train-auc:0.935302±0.001494 test-auc:0.844236±0.007543 
[2500]  train-auc:0.935316±0.001495 test-auc:0.844243±0.007553 
[2501]  train-auc:0.935339±0.001507 test-auc:0.844243±0.007542 
[2502]  train-auc:0.935352±0.001503 test-auc:0.844248±0.007548 
[2503]  train-auc:0.935367±0.001507 test-auc:0.844259±0.007561 
[2504]  train-auc:0.935394±0.001512 test-auc:0.844257±0.007572 
[2505]  train-auc:0.935402±0.001510 test-auc:0.844260±0.007569 
[2506]  train-auc:0.935418±0.001508 test-auc:0.844271±0.007571 
[2507]  train-auc:0.935432±0.001519 test-auc:0.844279±0.007571 
[2508]  train-auc:0.935441±0.001520 test-auc:0.844281±0.007569 
[2509]  train-auc:0.935460±0.001518 test-auc:0.844293±0.007571 
[2510]  train-auc:0.935472±0.001520 test-auc:0.844297±0.007573 
[2511]  train-auc:0.935490±0.001526 test-auc:0.844288±0.007586 
[2512]  train-auc:0.935503±0.001522 test-auc:0.844292±0.007582 
[2513]  train-auc:0.935523±0.001518 test-auc:0.844295±0.007579 
[2514]  train-auc:0.935530±0.001514 test-auc:0.844288±0.007584 
[2515]  train-auc:0.935547±0.001516 test-auc:0.844300±0.007597 
[2516]  train-auc:0.935556±0.001521 test-auc:0.844299±0.007597 
[2517]  train-auc:0.935574±0.001529 test-auc:0.844302±0.007598 
[2518]  train-auc:0.935584±0.001536 test-auc:0.844296±0.007605 
[2519]  train-auc:0.935600±0.001538 test-auc:0.844296±0.007611 
[2520]  train-auc:0.935616±0.001539 test-auc:0.844282±0.007619 
[2521]  train-auc:0.935636±0.001545 test-auc:0.844294±0.007621 
[2522]  train-auc:0.935669±0.001542 test-auc:0.844311±0.007595 
[2523]  train-auc:0.935692±0.001533 test-auc:0.844314±0.007605 
[2524]  train-auc:0.935702±0.001537 test-auc:0.844309±0.007613 
[2525]  train-auc:0.935718±0.001533 test-auc:0.844311±0.007615 
[2526]  train-auc:0.935724±0.001532 test-auc:0.844309±0.007603 
[2527]  train-auc:0.935741±0.001532 test-auc:0.844299±0.007615 
[2528]  train-auc:0.935758±0.001534 test-auc:0.844321±0.007597 
[2529]  train-auc:0.935770±0.001537 test-auc:0.844325±0.007587 
[2530]  train-auc:0.935788±0.001538 test-auc:0.844330±0.007595 
[2531]  train-auc:0.935808±0.001539 test-auc:0.844345±0.007592 
[2532]  train-auc:0.935822±0.001536 test-auc:0.844348±0.007621 
[2533]  train-auc:0.935835±0.001537 test-auc:0.844350±0.007619 
[2534]  train-auc:0.935856±0.001536 test-auc:0.844366±0.007612 
[2535]  train-auc:0.935875±0.001531 test-auc:0.844359±0.007617 
[2536]  train-auc:0.935899±0.001527 test-auc:0.844364±0.007621 
[2537]  train-auc:0.935913±0.001522 test-auc:0.844364±0.007634 
[2538]  train-auc:0.935927±0.001527 test-auc:0.844372±0.007649 
[2539]  train-auc:0.935941±0.001532 test-auc:0.844382±0.007648 
[2540]  train-auc:0.935959±0.001540 test-auc:0.844396±0.007634 
[2541]  train-auc:0.935974±0.001538 test-auc:0.844398±0.007645 
[2542]  train-auc:0.935996±0.001539 test-auc:0.844397±0.007647 
[2543]  train-auc:0.936021±0.001539 test-auc:0.844407±0.007650 
[2544]  train-auc:0.936033±0.001538 test-auc:0.844403±0.007657 
[2545]  train-auc:0.936061±0.001531 test-auc:0.844384±0.007644 
[2546]  train-auc:0.936079±0.001534 test-auc:0.844398±0.007661 
[2547]  train-auc:0.936100±0.001532 test-auc:0.844402±0.007648 
[2548]  train-auc:0.936132±0.001538 test-auc:0.844407±0.007657 
[2549]  train-auc:0.936144±0.001541 test-auc:0.844406±0.007655 
[2550]  train-auc:0.936153±0.001542 test-auc:0.844400±0.007648 
[2551]  train-auc:0.936167±0.001540 test-auc:0.844416±0.007651 
[2552]  train-auc:0.936185±0.001537 test-auc:0.844423±0.007653 
[2553]  train-auc:0.936202±0.001537 test-auc:0.844438±0.007668 
[2554]  train-auc:0.936219±0.001542 test-auc:0.844449±0.007654 
[2555]  train-auc:0.936242±0.001529 test-auc:0.844446±0.007654 
[2556]  train-auc:0.936267±0.001514 test-auc:0.844449±0.007658 
[2557]  train-auc:0.936295±0.001502 test-auc:0.844456±0.007675 
[2558]  train-auc:0.936317±0.001497 test-auc:0.844445±0.007672 
[2559]  train-auc:0.936332±0.001487 test-auc:0.844452±0.007664 
[2560]  train-auc:0.936347±0.001484 test-auc:0.844467±0.007676 
[2561]  train-auc:0.936359±0.001479 test-auc:0.844471±0.007676 
[2562]  train-auc:0.936375±0.001478 test-auc:0.844482±0.007680 
[2563]  train-auc:0.936388±0.001480 test-auc:0.844493±0.007676 
[2564]  train-auc:0.936399±0.001484 test-auc:0.844495±0.007669 
[2565]  train-auc:0.936409±0.001490 test-auc:0.844498±0.007665 
[2566]  train-auc:0.936428±0.001493 test-auc:0.844499±0.007669 
[2567]  train-auc:0.936457±0.001484 test-auc:0.844508±0.007670 
[2568]  train-auc:0.936486±0.001473 test-auc:0.844523±0.007679 
[2569]  train-auc:0.936501±0.001474 test-auc:0.844532±0.007683 
[2570]  train-auc:0.936512±0.001468 test-auc:0.844538±0.007678 
[2571]  train-auc:0.936516±0.001470 test-auc:0.844531±0.007678 
[2572]  train-auc:0.936538±0.001464 test-auc:0.844541±0.007690 
[2573]  train-auc:0.936551±0.001462 test-auc:0.844542±0.007678 
[2574]  train-auc:0.936565±0.001461 test-auc:0.844541±0.007688 
[2575]  train-auc:0.936579±0.001459 test-auc:0.844549±0.007694 
[2576]  train-auc:0.936596±0.001459 test-auc:0.844560±0.007704 
[2577]  train-auc:0.936613±0.001461 test-auc:0.844562±0.007700 
[2578]  train-auc:0.936623±0.001461 test-auc:0.844561±0.007699 
[2579]  train-auc:0.936633±0.001462 test-auc:0.844563±0.007697 
[2580]  train-auc:0.936652±0.001453 test-auc:0.844562±0.007702 
[2581]  train-auc:0.936669±0.001451 test-auc:0.844569±0.007694 
[2582]  train-auc:0.936688±0.001454 test-auc:0.844585±0.007698 
[2583]  train-auc:0.936704±0.001453 test-auc:0.844576±0.007684 
[2584]  train-auc:0.936720±0.001458 test-auc:0.844584±0.007688 
[2585]  train-auc:0.936733±0.001459 test-auc:0.844584±0.007678 
[2586]  train-auc:0.936757±0.001454 test-auc:0.844594±0.007689 
[2587]  train-auc:0.936778±0.001451 test-auc:0.844603±0.007683 
[2588]  train-auc:0.936791±0.001449 test-auc:0.844604±0.007679 
[2589]  train-auc:0.936808±0.001448 test-auc:0.844604±0.007680 
[2590]  train-auc:0.936822±0.001447 test-auc:0.844612±0.007683 
[2591]  train-auc:0.936832±0.001444 test-auc:0.844608±0.007671 
[2592]  train-auc:0.936855±0.001449 test-auc:0.844609±0.007686 
[2593]  train-auc:0.936869±0.001452 test-auc:0.844618±0.007683 
[2594]  train-auc:0.936879±0.001452 test-auc:0.844617±0.007676 
[2595]  train-auc:0.936902±0.001448 test-auc:0.844625±0.007688 
[2596]  train-auc:0.936924±0.001441 test-auc:0.844629±0.007690 
[2597]  train-auc:0.936940±0.001438 test-auc:0.844625±0.007691 
[2598]  train-auc:0.936963±0.001442 test-auc:0.844618±0.007700 
[2599]  train-auc:0.936992±0.001442 test-auc:0.844625±0.007705 
[2600]  train-auc:0.937019±0.001438 test-auc:0.844644±0.007713 
[2601]  train-auc:0.937038±0.001435 test-auc:0.844640±0.007697 
[2602]  train-auc:0.937069±0.001429 test-auc:0.844633±0.007700 
[2603]  train-auc:0.937086±0.001420 test-auc:0.844639±0.007705 
[2604]  train-auc:0.937106±0.001420 test-auc:0.844649±0.007705 
[2605]  train-auc:0.937124±0.001425 test-auc:0.844653±0.007708 
[2606]  train-auc:0.937150±0.001428 test-auc:0.844674±0.007701 
[2607]  train-auc:0.937161±0.001425 test-auc:0.844669±0.007696 
[2608]  train-auc:0.937172±0.001428 test-auc:0.844680±0.007693 
[2609]  train-auc:0.937190±0.001424 test-auc:0.844670±0.007691 
[2610]  train-auc:0.937215±0.001417 test-auc:0.844672±0.007680 
[2611]  train-auc:0.937235±0.001417 test-auc:0.844669±0.007688 
[2612]  train-auc:0.937260±0.001403 test-auc:0.844664±0.007698 
[2613]  train-auc:0.937279±0.001402 test-auc:0.844667±0.007689 
[2614]  train-auc:0.937310±0.001391 test-auc:0.844675±0.007687 
[2615]  train-auc:0.937324±0.001389 test-auc:0.844688±0.007699 
[2616]  train-auc:0.937345±0.001389 test-auc:0.844691±0.007708 
[2617]  train-auc:0.937361±0.001383 test-auc:0.844679±0.007700 
[2618]  train-auc:0.937374±0.001383 test-auc:0.844678±0.007705 
[2619]  train-auc:0.937395±0.001376 test-auc:0.844686±0.007708 
[2620]  train-auc:0.937410±0.001371 test-auc:0.844685±0.007713 
[2621]  train-auc:0.937426±0.001364 test-auc:0.844683±0.007712 
[2622]  train-auc:0.937459±0.001363 test-auc:0.844671±0.007705 
[2623]  train-auc:0.937479±0.001366 test-auc:0.844677±0.007690 
[2624]  train-auc:0.937493±0.001367 test-auc:0.844681±0.007702 
[2625]  train-auc:0.937507±0.001373 test-auc:0.844678±0.007705 
[2626]  train-auc:0.937523±0.001362 test-auc:0.844674±0.007708 
[2627]  train-auc:0.937546±0.001349 test-auc:0.844683±0.007716 
[2628]  train-auc:0.937565±0.001346 test-auc:0.844681±0.007707 
[2629]  train-auc:0.937572±0.001344 test-auc:0.844685±0.007719 
[2630]  train-auc:0.937581±0.001344 test-auc:0.844682±0.007725 
[2631]  train-auc:0.937599±0.001341 test-auc:0.844685±0.007711 
[2632]  train-auc:0.937619±0.001350 test-auc:0.844699±0.007715 
[2633]  train-auc:0.937635±0.001351 test-auc:0.844711±0.007706 
[2634]  train-auc:0.937649±0.001354 test-auc:0.844716±0.007704 
[2635]  train-auc:0.937663±0.001351 test-auc:0.844714±0.007709 
[2636]  train-auc:0.937693±0.001349 test-auc:0.844717±0.007711 
[2637]  train-auc:0.937715±0.001355 test-auc:0.844720±0.007707 
[2638]  train-auc:0.937737±0.001360 test-auc:0.844732±0.007720 
[2639]  train-auc:0.937753±0.001362 test-auc:0.844730±0.007718 
[2640]  train-auc:0.937764±0.001364 test-auc:0.844739±0.007709 
[2641]  train-auc:0.937777±0.001368 test-auc:0.844736±0.007714 
[2642]  train-auc:0.937787±0.001367 test-auc:0.844740±0.007714 
[2643]  train-auc:0.937800±0.001364 test-auc:0.844750±0.007718 
[2644]  train-auc:0.937818±0.001367 test-auc:0.844761±0.007724 
[2645]  train-auc:0.937839±0.001366 test-auc:0.844769±0.007726 
[2646]  train-auc:0.937857±0.001366 test-auc:0.844766±0.007718 
[2647]  train-auc:0.937872±0.001369 test-auc:0.844763±0.007720 
[2648]  train-auc:0.937905±0.001364 test-auc:0.844772±0.007729 
[2649]  train-auc:0.937947±0.001364 test-auc:0.844776±0.007735 
[2650]  train-auc:0.937963±0.001366 test-auc:0.844774±0.007725 
[2651]  train-auc:0.937968±0.001365 test-auc:0.844771±0.007727 
[2652]  train-auc:0.937982±0.001369 test-auc:0.844766±0.007725 
[2653]  train-auc:0.937995±0.001366 test-auc:0.844764±0.007725 
[2654]  train-auc:0.938011±0.001369 test-auc:0.844764±0.007720 
[2655]  train-auc:0.938029±0.001364 test-auc:0.844781±0.007721 
[2656]  train-auc:0.938046±0.001369 test-auc:0.844786±0.007727 
[2657]  train-auc:0.938063±0.001372 test-auc:0.844766±0.007726 
[2658]  train-auc:0.938069±0.001372 test-auc:0.844773±0.007731 
[2659]  train-auc:0.938075±0.001370 test-auc:0.844776±0.007737 
[2660]  train-auc:0.938094±0.001372 test-auc:0.844788±0.007730 
[2661]  train-auc:0.938111±0.001361 test-auc:0.844784±0.007727 
[2662]  train-auc:0.938130±0.001358 test-auc:0.844778±0.007752 
[2663]  train-auc:0.938139±0.001352 test-auc:0.844787±0.007743 
[2664]  train-auc:0.938150±0.001351 test-auc:0.844785±0.007746 
[2665]  train-auc:0.938179±0.001356 test-auc:0.844791±0.007758 
[2666]  train-auc:0.938203±0.001345 test-auc:0.844795±0.007751 
[2667]  train-auc:0.938223±0.001343 test-auc:0.844815±0.007752 
[2668]  train-auc:0.938241±0.001347 test-auc:0.844816±0.007737 
[2669]  train-auc:0.938259±0.001343 test-auc:0.844833±0.007743 
[2670]  train-auc:0.938279±0.001344 test-auc:0.844836±0.007724 
[2671]  train-auc:0.938295±0.001341 test-auc:0.844849±0.007728 
[2672]  train-auc:0.938307±0.001346 test-auc:0.844846±0.007733 
[2673]  train-auc:0.938325±0.001348 test-auc:0.844847±0.007739 
[2674]  train-auc:0.938345±0.001349 test-auc:0.844858±0.007738 
[2675]  train-auc:0.938356±0.001346 test-auc:0.844854±0.007744 
[2676]  train-auc:0.938381±0.001337 test-auc:0.844853±0.007757 
[2677]  train-auc:0.938388±0.001334 test-auc:0.844845±0.007772 
[2678]  train-auc:0.938401±0.001329 test-auc:0.844850±0.007761 
[2679]  train-auc:0.938415±0.001326 test-auc:0.844864±0.007762 
[2680]  train-auc:0.938426±0.001328 test-auc:0.844867±0.007762 
[2681]  train-auc:0.938440±0.001323 test-auc:0.844881±0.007760 
[2682]  train-auc:0.938455±0.001322 test-auc:0.844885±0.007753 
[2683]  train-auc:0.938482±0.001327 test-auc:0.844903±0.007762 
[2684]  train-auc:0.938502±0.001318 test-auc:0.844897±0.007767 
[2685]  train-auc:0.938511±0.001317 test-auc:0.844904±0.007768 
[2686]  train-auc:0.938523±0.001315 test-auc:0.844903±0.007762 
[2687]  train-auc:0.938533±0.001312 test-auc:0.844912±0.007764 
[2688]  train-auc:0.938543±0.001313 test-auc:0.844913±0.007776 
[2689]  train-auc:0.938553±0.001308 test-auc:0.844917±0.007771 
[2690]  train-auc:0.938577±0.001301 test-auc:0.844915±0.007768 
[2691]  train-auc:0.938591±0.001298 test-auc:0.844923±0.007767 
[2692]  train-auc:0.938600±0.001294 test-auc:0.844930±0.007771 
[2693]  train-auc:0.938610±0.001294 test-auc:0.844940±0.007774 
[2694]  train-auc:0.938631±0.001296 test-auc:0.844947±0.007771 
[2695]  train-auc:0.938661±0.001291 test-auc:0.844944±0.007775 
[2696]  train-auc:0.938696±0.001293 test-auc:0.844969±0.007777 
[2697]  train-auc:0.938710±0.001294 test-auc:0.844984±0.007786 
[2698]  train-auc:0.938727±0.001294 test-auc:0.844994±0.007787 
[2699]  train-auc:0.938739±0.001296 test-auc:0.845006±0.007798 
[2700]  train-auc:0.938748±0.001294 test-auc:0.845013±0.007801 
[2701]  train-auc:0.938759±0.001292 test-auc:0.845013±0.007804 
[2702]  train-auc:0.938779±0.001292 test-auc:0.845021±0.007793 
[2703]  train-auc:0.938797±0.001289 test-auc:0.845006±0.007786 
[2704]  train-auc:0.938819±0.001283 test-auc:0.845015±0.007788 
[2705]  train-auc:0.938832±0.001284 test-auc:0.845006±0.007797 
[2706]  train-auc:0.938850±0.001285 test-auc:0.845014±0.007797 
[2707]  train-auc:0.938864±0.001287 test-auc:0.845007±0.007806 
[2708]  train-auc:0.938879±0.001285 test-auc:0.844998±0.007811 
[2709]  train-auc:0.938898±0.001283 test-auc:0.845009±0.007806 
[2710]  train-auc:0.938910±0.001286 test-auc:0.845018±0.007798 
[2711]  train-auc:0.938938±0.001276 test-auc:0.845032±0.007801 
[2712]  train-auc:0.938957±0.001272 test-auc:0.845044±0.007807 
[2713]  train-auc:0.938961±0.001272 test-auc:0.845038±0.007801 
[2714]  train-auc:0.938978±0.001276 test-auc:0.845037±0.007790 
[2715]  train-auc:0.938989±0.001278 test-auc:0.845040±0.007791 
[2716]  train-auc:0.938997±0.001280 test-auc:0.845039±0.007782 
[2717]  train-auc:0.939012±0.001282 test-auc:0.845034±0.007788 
[2718]  train-auc:0.939024±0.001278 test-auc:0.845038±0.007785 
[2719]  train-auc:0.939031±0.001277 test-auc:0.845043±0.007788 
[2720]  train-auc:0.939041±0.001272 test-auc:0.845043±0.007788 
[2721]  train-auc:0.939072±0.001261 test-auc:0.845060±0.007791 
[2722]  train-auc:0.939083±0.001260 test-auc:0.845071±0.007795 
[2723]  train-auc:0.939103±0.001255 test-auc:0.845074±0.007826 
[2724]  train-auc:0.939122±0.001251 test-auc:0.845077±0.007817 
[2725]  train-auc:0.939136±0.001252 test-auc:0.845088±0.007805 
[2726]  train-auc:0.939145±0.001253 test-auc:0.845106±0.007806 
[2727]  train-auc:0.939160±0.001247 test-auc:0.845090±0.007803 
[2728]  train-auc:0.939181±0.001246 test-auc:0.845101±0.007789 
[2729]  train-auc:0.939196±0.001242 test-auc:0.845107±0.007787 
[2730]  train-auc:0.939209±0.001246 test-auc:0.845107±0.007794 
[2731]  train-auc:0.939225±0.001249 test-auc:0.845116±0.007805 
[2732]  train-auc:0.939248±0.001252 test-auc:0.845120±0.007789 
[2733]  train-auc:0.939262±0.001246 test-auc:0.845119±0.007793 
[2734]  train-auc:0.939281±0.001240 test-auc:0.845121±0.007792 
[2735]  train-auc:0.939309±0.001240 test-auc:0.845152±0.007792 
[2736]  train-auc:0.939319±0.001237 test-auc:0.845165±0.007792 
[2737]  train-auc:0.939330±0.001237 test-auc:0.845162±0.007804 
[2738]  train-auc:0.939348±0.001234 test-auc:0.845173±0.007786 
[2739]  train-auc:0.939358±0.001231 test-auc:0.845177±0.007783 
[2740]  train-auc:0.939373±0.001230 test-auc:0.845183±0.007769 
[2741]  train-auc:0.939380±0.001227 test-auc:0.845185±0.007768 
[2742]  train-auc:0.939400±0.001221 test-auc:0.845198±0.007770 
[2743]  train-auc:0.939411±0.001221 test-auc:0.845189±0.007767 
[2744]  train-auc:0.939422±0.001218 test-auc:0.845203±0.007763 
[2745]  train-auc:0.939434±0.001217 test-auc:0.845203±0.007766 
[2746]  train-auc:0.939446±0.001211 test-auc:0.845209±0.007757 
[2747]  train-auc:0.939470±0.001206 test-auc:0.845221±0.007743 
[2748]  train-auc:0.939479±0.001201 test-auc:0.845227±0.007748 
[2749]  train-auc:0.939496±0.001201 test-auc:0.845224±0.007746 
[2750]  train-auc:0.939517±0.001202 test-auc:0.845233±0.007742 
[2751]  train-auc:0.939537±0.001193 test-auc:0.845235±0.007738 
[2752]  train-auc:0.939555±0.001195 test-auc:0.845233±0.007747 
[2753]  train-auc:0.939579±0.001193 test-auc:0.845245±0.007758 
[2754]  train-auc:0.939587±0.001192 test-auc:0.845245±0.007760 
[2755]  train-auc:0.939602±0.001188 test-auc:0.845249±0.007759 
[2756]  train-auc:0.939615±0.001182 test-auc:0.845254±0.007756 
[2757]  train-auc:0.939632±0.001179 test-auc:0.845251±0.007757 
[2758]  train-auc:0.939642±0.001181 test-auc:0.845263±0.007754 
[2759]  train-auc:0.939656±0.001187 test-auc:0.845269±0.007742 
[2760]  train-auc:0.939678±0.001191 test-auc:0.845282±0.007733 
[2761]  train-auc:0.939689±0.001190 test-auc:0.845288±0.007737 
[2762]  train-auc:0.939704±0.001193 test-auc:0.845278±0.007711 
[2763]  train-auc:0.939714±0.001196 test-auc:0.845284±0.007717 
[2764]  train-auc:0.939727±0.001193 test-auc:0.845288±0.007704 
[2765]  train-auc:0.939755±0.001189 test-auc:0.845312±0.007709 
[2766]  train-auc:0.939775±0.001190 test-auc:0.845298±0.007708 
[2767]  train-auc:0.939791±0.001193 test-auc:0.845294±0.007703 
[2768]  train-auc:0.939801±0.001193 test-auc:0.845302±0.007709 
[2769]  train-auc:0.939813±0.001194 test-auc:0.845295±0.007725 
[2770]  train-auc:0.939831±0.001192 test-auc:0.845313±0.007738 
[2771]  train-auc:0.939838±0.001193 test-auc:0.845304±0.007741 
[2772]  train-auc:0.939850±0.001196 test-auc:0.845314±0.007728 
[2773]  train-auc:0.939860±0.001192 test-auc:0.845311±0.007729 
[2774]  train-auc:0.939868±0.001191 test-auc:0.845311±0.007733 
[2775]  train-auc:0.939877±0.001191 test-auc:0.845309±0.007732 
[2776]  train-auc:0.939892±0.001194 test-auc:0.845319±0.007742 
[2777]  train-auc:0.939904±0.001191 test-auc:0.845320±0.007744 
[2778]  train-auc:0.939921±0.001184 test-auc:0.845324±0.007746 
[2779]  train-auc:0.939943±0.001183 test-auc:0.845338±0.007749 
[2780]  train-auc:0.939959±0.001184 test-auc:0.845346±0.007745 
[2781]  train-auc:0.939978±0.001188 test-auc:0.845345±0.007749 
[2782]  train-auc:0.939996±0.001181 test-auc:0.845351±0.007752 
[2783]  train-auc:0.940008±0.001180 test-auc:0.845352±0.007750 
[2784]  train-auc:0.940032±0.001181 test-auc:0.845361±0.007758 
[2785]  train-auc:0.940043±0.001181 test-auc:0.845362±0.007754 
[2786]  train-auc:0.940059±0.001190 test-auc:0.845363±0.007743 
[2787]  train-auc:0.940082±0.001188 test-auc:0.845374±0.007730 
[2788]  train-auc:0.940099±0.001186 test-auc:0.845365±0.007741 
[2789]  train-auc:0.940117±0.001183 test-auc:0.845371±0.007763 
[2790]  train-auc:0.940129±0.001182 test-auc:0.845371±0.007763 
[2791]  train-auc:0.940147±0.001181 test-auc:0.845382±0.007766 
[2792]  train-auc:0.940154±0.001179 test-auc:0.845394±0.007774 
[2793]  train-auc:0.940164±0.001181 test-auc:0.845393±0.007765 
[2794]  train-auc:0.940183±0.001180 test-auc:0.845404±0.007758 
[2795]  train-auc:0.940195±0.001177 test-auc:0.845407±0.007762 
[2796]  train-auc:0.940209±0.001178 test-auc:0.845403±0.007760 
[2797]  train-auc:0.940230±0.001178 test-auc:0.845425±0.007750 
[2798]  train-auc:0.940247±0.001182 test-auc:0.845423±0.007746 
[2799]  train-auc:0.940255±0.001183 test-auc:0.845430±0.007747 
[2800]  train-auc:0.940270±0.001185 test-auc:0.845428±0.007745 
[2801]  train-auc:0.940276±0.001182 test-auc:0.845426±0.007743 
[2802]  train-auc:0.940289±0.001182 test-auc:0.845439±0.007736 
[2803]  train-auc:0.940301±0.001186 test-auc:0.845448±0.007742 
[2804]  train-auc:0.940314±0.001186 test-auc:0.845454±0.007736 
[2805]  train-auc:0.940330±0.001184 test-auc:0.845454±0.007736 
[2806]  train-auc:0.940350±0.001184 test-auc:0.845470±0.007740 
[2807]  train-auc:0.940369±0.001186 test-auc:0.845479±0.007745 
[2808]  train-auc:0.940384±0.001184 test-auc:0.845483±0.007745 
[2809]  train-auc:0.940395±0.001186 test-auc:0.845488±0.007739 
[2810]  train-auc:0.940404±0.001188 test-auc:0.845489±0.007735 
[2811]  train-auc:0.940434±0.001197 test-auc:0.845494±0.007751 
[2812]  train-auc:0.940465±0.001189 test-auc:0.845514±0.007751 
[2813]  train-auc:0.940483±0.001181 test-auc:0.845529±0.007755 
[2814]  train-auc:0.940504±0.001173 test-auc:0.845535±0.007756 
[2815]  train-auc:0.940527±0.001182 test-auc:0.845539±0.007760 
[2816]  train-auc:0.940540±0.001186 test-auc:0.845543±0.007754 
[2817]  train-auc:0.940552±0.001184 test-auc:0.845537±0.007751 
[2818]  train-auc:0.940566±0.001184 test-auc:0.845540±0.007759 
[2819]  train-auc:0.940580±0.001186 test-auc:0.845530±0.007763 
[2820]  train-auc:0.940591±0.001188 test-auc:0.845528±0.007760 
[2821]  train-auc:0.940616±0.001195 test-auc:0.845538±0.007757 
[2822]  train-auc:0.940655±0.001190 test-auc:0.845549±0.007745 
[2823]  train-auc:0.940670±0.001188 test-auc:0.845542±0.007741 
[2824]  train-auc:0.940681±0.001186 test-auc:0.845548±0.007742 
[2825]  train-auc:0.940700±0.001184 test-auc:0.845556±0.007734 
[2826]  train-auc:0.940715±0.001186 test-auc:0.845571±0.007740 
[2827]  train-auc:0.940722±0.001184 test-auc:0.845578±0.007731 
[2828]  train-auc:0.940739±0.001181 test-auc:0.845583±0.007726 
[2829]  train-auc:0.940746±0.001178 test-auc:0.845572±0.007733 
[2830]  train-auc:0.940766±0.001192 test-auc:0.845587±0.007726 
[2831]  train-auc:0.940781±0.001189 test-auc:0.845588±0.007732 
[2832]  train-auc:0.940794±0.001187 test-auc:0.845594±0.007726 
[2833]  train-auc:0.940808±0.001184 test-auc:0.845590±0.007715 
[2834]  train-auc:0.940833±0.001182 test-auc:0.845594±0.007731 
[2835]  train-auc:0.940864±0.001181 test-auc:0.845594±0.007744 
[2836]  train-auc:0.940877±0.001181 test-auc:0.845596±0.007743 
[2837]  train-auc:0.940883±0.001177 test-auc:0.845593±0.007744 
[2838]  train-auc:0.940901±0.001176 test-auc:0.845603±0.007740 
[2839]  train-auc:0.940927±0.001175 test-auc:0.845596±0.007729 
[2840]  train-auc:0.940945±0.001172 test-auc:0.845601±0.007750 
[2841]  train-auc:0.940960±0.001172 test-auc:0.845600±0.007740 
[2842]  train-auc:0.940972±0.001175 test-auc:0.845596±0.007755 
[2843]  train-auc:0.940982±0.001175 test-auc:0.845602±0.007757 
[2844]  train-auc:0.940997±0.001174 test-auc:0.845596±0.007755 
[2845]  train-auc:0.941015±0.001166 test-auc:0.845601±0.007763 
[2846]  train-auc:0.941032±0.001167 test-auc:0.845605±0.007752 
[2847]  train-auc:0.941049±0.001169 test-auc:0.845603±0.007756 
[2848]  train-auc:0.941071±0.001169 test-auc:0.845607±0.007762 
[2849]  train-auc:0.941082±0.001166 test-auc:0.845610±0.007764 
[2850]  train-auc:0.941103±0.001164 test-auc:0.845603±0.007780 
[2851]  train-auc:0.941126±0.001167 test-auc:0.845620±0.007769 
[2852]  train-auc:0.941138±0.001166 test-auc:0.845620±0.007762 
[2853]  train-auc:0.941152±0.001164 test-auc:0.845631±0.007759 
[2854]  train-auc:0.941171±0.001159 test-auc:0.845644±0.007747 
[2855]  train-auc:0.941199±0.001145 test-auc:0.845657±0.007748 
[2856]  train-auc:0.941213±0.001139 test-auc:0.845666±0.007751 
[2857]  train-auc:0.941233±0.001133 test-auc:0.845657±0.007740 
[2858]  train-auc:0.941243±0.001132 test-auc:0.845669±0.007744 
[2859]  train-auc:0.941258±0.001131 test-auc:0.845661±0.007744 
[2860]  train-auc:0.941279±0.001129 test-auc:0.845663±0.007745 
[2861]  train-auc:0.941298±0.001120 test-auc:0.845672±0.007733 
[2862]  train-auc:0.941309±0.001120 test-auc:0.845685±0.007727 
[2863]  train-auc:0.941335±0.001123 test-auc:0.845687±0.007730 
[2864]  train-auc:0.941361±0.001124 test-auc:0.845690±0.007725 
[2865]  train-auc:0.941385±0.001118 test-auc:0.845702±0.007722 
[2866]  train-auc:0.941400±0.001114 test-auc:0.845707±0.007729 
[2867]  train-auc:0.941415±0.001110 test-auc:0.845716±0.007734 
[2868]  train-auc:0.941426±0.001112 test-auc:0.845719±0.007732 
[2869]  train-auc:0.941437±0.001108 test-auc:0.845719±0.007733 
[2870]  train-auc:0.941462±0.001105 test-auc:0.845723±0.007745 
[2871]  train-auc:0.941473±0.001104 test-auc:0.845732±0.007746 
[2872]  train-auc:0.941487±0.001104 test-auc:0.845734±0.007747 
[2873]  train-auc:0.941509±0.001088 test-auc:0.845740±0.007747 
[2874]  train-auc:0.941517±0.001090 test-auc:0.845738±0.007748 
[2875]  train-auc:0.941541±0.001081 test-auc:0.845739±0.007737 
[2876]  train-auc:0.941557±0.001073 test-auc:0.845752±0.007729 
[2877]  train-auc:0.941572±0.001070 test-auc:0.845756±0.007722 
[2878]  train-auc:0.941591±0.001064 test-auc:0.845766±0.007721 
[2879]  train-auc:0.941610±0.001063 test-auc:0.845776±0.007716 
[2880]  train-auc:0.941631±0.001054 test-auc:0.845776±0.007711 
[2881]  train-auc:0.941659±0.001047 test-auc:0.845785±0.007695 
[2882]  train-auc:0.941673±0.001043 test-auc:0.845791±0.007701 
[2883]  train-auc:0.941697±0.001040 test-auc:0.845780±0.007721 
[2884]  train-auc:0.941706±0.001039 test-auc:0.845786±0.007722 
[2885]  train-auc:0.941734±0.001031 test-auc:0.845799±0.007716 
[2886]  train-auc:0.941748±0.001029 test-auc:0.845803±0.007714 
[2887]  train-auc:0.941765±0.001024 test-auc:0.845813±0.007714 
[2888]  train-auc:0.941774±0.001023 test-auc:0.845813±0.007707 
[2889]  train-auc:0.941786±0.001023 test-auc:0.845821±0.007710 
[2890]  train-auc:0.941803±0.001024 test-auc:0.845830±0.007704 
[2891]  train-auc:0.941822±0.001025 test-auc:0.845821±0.007699 
[2892]  train-auc:0.941831±0.001026 test-auc:0.845824±0.007701 
[2893]  train-auc:0.941849±0.001031 test-auc:0.845820±0.007713 
[2894]  train-auc:0.941868±0.001033 test-auc:0.845833±0.007709 
[2895]  train-auc:0.941880±0.001027 test-auc:0.845837±0.007715 
[2896]  train-auc:0.941897±0.001030 test-auc:0.845843±0.007718 
[2897]  train-auc:0.941909±0.001023 test-auc:0.845847±0.007713 
[2898]  train-auc:0.941920±0.001017 test-auc:0.845836±0.007718 
[2899]  train-auc:0.941934±0.001014 test-auc:0.845836±0.007722 
[2900]  train-auc:0.941956±0.001014 test-auc:0.845834±0.007714 
[2901]  train-auc:0.941971±0.001004 test-auc:0.845838±0.007722 
[2902]  train-auc:0.941991±0.001002 test-auc:0.845850±0.007739 
[2903]  train-auc:0.942015±0.000995 test-auc:0.845850±0.007741 
[2904]  train-auc:0.942027±0.000997 test-auc:0.845847±0.007743 
[2905]  train-auc:0.942041±0.000998 test-auc:0.845857±0.007753 
[2906]  train-auc:0.942051±0.000995 test-auc:0.845863±0.007745 
[2907]  train-auc:0.942065±0.000992 test-auc:0.845870±0.007737 
[2908]  train-auc:0.942084±0.000990 test-auc:0.845863±0.007736 
[2909]  train-auc:0.942101±0.000981 test-auc:0.845865±0.007737 
[2910]  train-auc:0.942114±0.000982 test-auc:0.845856±0.007751 
[2911]  train-auc:0.942126±0.000980 test-auc:0.845867±0.007741 
[2912]  train-auc:0.942139±0.000980 test-auc:0.845872±0.007735 
[2913]  train-auc:0.942162±0.000979 test-auc:0.845882±0.007736 
[2914]  train-auc:0.942182±0.000979 test-auc:0.845895±0.007743 
[2915]  train-auc:0.942198±0.000971 test-auc:0.845884±0.007742 
[2916]  train-auc:0.942206±0.000967 test-auc:0.845884±0.007747 
[2917]  train-auc:0.942219±0.000961 test-auc:0.845905±0.007750 
[2918]  train-auc:0.942234±0.000964 test-auc:0.845908±0.007746 
[2919]  train-auc:0.942245±0.000962 test-auc:0.845902±0.007742 
[2920]  train-auc:0.942263±0.000960 test-auc:0.845905±0.007739 
[2921]  train-auc:0.942276±0.000961 test-auc:0.845901±0.007739 
[2922]  train-auc:0.942285±0.000959 test-auc:0.845897±0.007746 
[2923]  train-auc:0.942296±0.000962 test-auc:0.845895±0.007742 
[2924]  train-auc:0.942323±0.000956 test-auc:0.845906±0.007733 
[2925]  train-auc:0.942338±0.000952 test-auc:0.845902±0.007726 
[2926]  train-auc:0.942351±0.000947 test-auc:0.845902±0.007736 
[2927]  train-auc:0.942363±0.000941 test-auc:0.845902±0.007733 
[2928]  train-auc:0.942382±0.000938 test-auc:0.845906±0.007738 
[2929]  train-auc:0.942412±0.000941 test-auc:0.845912±0.007742 
[2930]  train-auc:0.942427±0.000936 test-auc:0.845915±0.007743 
[2931]  train-auc:0.942442±0.000938 test-auc:0.845923±0.007745 
[2932]  train-auc:0.942463±0.000940 test-auc:0.845938±0.007726 
[2933]  train-auc:0.942478±0.000940 test-auc:0.845936±0.007719 
[2934]  train-auc:0.942486±0.000942 test-auc:0.845926±0.007720 
[2935]  train-auc:0.942503±0.000943 test-auc:0.845936±0.007730 
[2936]  train-auc:0.942516±0.000942 test-auc:0.845929±0.007725 
[2937]  train-auc:0.942541±0.000945 test-auc:0.845933±0.007739 
[2938]  train-auc:0.942561±0.000953 test-auc:0.845926±0.007747 
[2939]  train-auc:0.942570±0.000952 test-auc:0.845926±0.007750 
[2940]  train-auc:0.942584±0.000953 test-auc:0.845927±0.007755 
[2941]  train-auc:0.942599±0.000953 test-auc:0.845929±0.007749 
[2942]  train-auc:0.942613±0.000952 test-auc:0.845931±0.007751 
[2943]  train-auc:0.942624±0.000946 test-auc:0.845936±0.007747 
[2944]  train-auc:0.942637±0.000944 test-auc:0.845935±0.007739 
[2945]  train-auc:0.942655±0.000946 test-auc:0.845938±0.007737 
[2946]  train-auc:0.942668±0.000945 test-auc:0.845939±0.007728 
[2947]  train-auc:0.942682±0.000945 test-auc:0.845933±0.007738 
[2948]  train-auc:0.942696±0.000944 test-auc:0.845940±0.007744 
[2949]  train-auc:0.942706±0.000947 test-auc:0.845934±0.007744 
[2950]  train-auc:0.942720±0.000948 test-auc:0.845948±0.007733 
[2951]  train-auc:0.942735±0.000948 test-auc:0.845955±0.007740 
[2952]  train-auc:0.942744±0.000950 test-auc:0.845958±0.007747 
[2953]  train-auc:0.942766±0.000947 test-auc:0.845967±0.007744 
[2954]  train-auc:0.942781±0.000945 test-auc:0.845977±0.007739 
[2955]  train-auc:0.942797±0.000956 test-auc:0.845961±0.007750 
[2956]  train-auc:0.942811±0.000952 test-auc:0.845971±0.007745 
[2957]  train-auc:0.942832±0.000953 test-auc:0.845989±0.007735 
[2958]  train-auc:0.942837±0.000953 test-auc:0.845993±0.007727 
[2959]  train-auc:0.942846±0.000955 test-auc:0.846001±0.007730 
[2960]  train-auc:0.942860±0.000953 test-auc:0.846006±0.007737 
[2961]  train-auc:0.942868±0.000955 test-auc:0.846003±0.007735 
[2962]  train-auc:0.942880±0.000951 test-auc:0.846006±0.007737 
[2963]  train-auc:0.942892±0.000944 test-auc:0.846002±0.007738 
[2964]  train-auc:0.942905±0.000943 test-auc:0.846004±0.007737 
[2965]  train-auc:0.942916±0.000939 test-auc:0.846015±0.007737 
[2966]  train-auc:0.942931±0.000937 test-auc:0.846012±0.007744 
[2967]  train-auc:0.942941±0.000930 test-auc:0.846008±0.007748 
[2968]  train-auc:0.942958±0.000930 test-auc:0.846019±0.007742 
[2969]  train-auc:0.942990±0.000931 test-auc:0.846021±0.007722 
[2970]  train-auc:0.943000±0.000931 test-auc:0.846022±0.007720 
[2971]  train-auc:0.943012±0.000930 test-auc:0.846028±0.007708 
[2972]  train-auc:0.943021±0.000927 test-auc:0.846023±0.007716 
[2973]  train-auc:0.943040±0.000923 test-auc:0.846029±0.007714 
[2974]  train-auc:0.943060±0.000918 test-auc:0.846035±0.007705 
[2975]  train-auc:0.943095±0.000913 test-auc:0.846041±0.007702 
[2976]  train-auc:0.943108±0.000911 test-auc:0.846050±0.007711 
[2977]  train-auc:0.943118±0.000913 test-auc:0.846054±0.007701 
[2978]  train-auc:0.943132±0.000911 test-auc:0.846060±0.007706 
[2979]  train-auc:0.943148±0.000903 test-auc:0.846061±0.007710 
[2980]  train-auc:0.943163±0.000900 test-auc:0.846063±0.007704 
[2981]  train-auc:0.943194±0.000912 test-auc:0.846091±0.007697 
[2982]  train-auc:0.943204±0.000909 test-auc:0.846097±0.007692 
[2983]  train-auc:0.943210±0.000908 test-auc:0.846104±0.007697 
[2984]  train-auc:0.943230±0.000914 test-auc:0.846093±0.007683 
[2985]  train-auc:0.943251±0.000919 test-auc:0.846111±0.007690 
[2986]  train-auc:0.943261±0.000914 test-auc:0.846117±0.007683 
[2987]  train-auc:0.943269±0.000913 test-auc:0.846125±0.007683 
[2988]  train-auc:0.943283±0.000912 test-auc:0.846125±0.007684 
[2989]  train-auc:0.943292±0.000911 test-auc:0.846130±0.007699 
[2990]  train-auc:0.943322±0.000919 test-auc:0.846142±0.007704 
[2991]  train-auc:0.943336±0.000915 test-auc:0.846140±0.007702 
[2992]  train-auc:0.943347±0.000912 test-auc:0.846154±0.007698 
[2993]  train-auc:0.943358±0.000914 test-auc:0.846155±0.007709 
[2994]  train-auc:0.943371±0.000914 test-auc:0.846160±0.007707 
[2995]  train-auc:0.943394±0.000908 test-auc:0.846176±0.007702 
[2996]  train-auc:0.943404±0.000904 test-auc:0.846178±0.007711 
[2997]  train-auc:0.943413±0.000903 test-auc:0.846188±0.007711 
[2998]  train-auc:0.943426±0.000905 test-auc:0.846197±0.007708 
[2999]  train-auc:0.943447±0.000910 test-auc:0.846212±0.007689 
[3000]  train-auc:0.943456±0.000906 test-auc:0.846217±0.007690 
[3001]  train-auc:0.943468±0.000907 test-auc:0.846212±0.007696 
[3002]  train-auc:0.943481±0.000907 test-auc:0.846220±0.007693 
[3003]  train-auc:0.943488±0.000909 test-auc:0.846212±0.007685 
[3004]  train-auc:0.943503±0.000905 test-auc:0.846202±0.007678 
[3005]  train-auc:0.943518±0.000906 test-auc:0.846210±0.007677 
[3006]  train-auc:0.943527±0.000903 test-auc:0.846213±0.007679 
[3007]  train-auc:0.943543±0.000900 test-auc:0.846212±0.007689 
[3008]  train-auc:0.943563±0.000898 test-auc:0.846217±0.007693 
[3009]  train-auc:0.943580±0.000899 test-auc:0.846224±0.007696 
[3010]  train-auc:0.943593±0.000898 test-auc:0.846222±0.007683 
[3011]  train-auc:0.943610±0.000899 test-auc:0.846237±0.007690 
[3012]  train-auc:0.943619±0.000898 test-auc:0.846239±0.007674 
[3013]  train-auc:0.943632±0.000895 test-auc:0.846236±0.007684 
[3014]  train-auc:0.943642±0.000898 test-auc:0.846245±0.007668 
[3015]  train-auc:0.943671±0.000907 test-auc:0.846248±0.007669 
[3016]  train-auc:0.943680±0.000908 test-auc:0.846253±0.007678 
[3017]  train-auc:0.943701±0.000906 test-auc:0.846276±0.007683 
[3018]  train-auc:0.943722±0.000916 test-auc:0.846281±0.007670 
[3019]  train-auc:0.943740±0.000915 test-auc:0.846283±0.007658 
[3020]  train-auc:0.943767±0.000931 test-auc:0.846291±0.007661 
[3021]  train-auc:0.943783±0.000930 test-auc:0.846293±0.007657 
[3022]  train-auc:0.943801±0.000932 test-auc:0.846287±0.007659 
[3023]  train-auc:0.943809±0.000934 test-auc:0.846282±0.007661 
[3024]  train-auc:0.943832±0.000933 test-auc:0.846295±0.007666 
[3025]  train-auc:0.943839±0.000929 test-auc:0.846286±0.007656 
[3026]  train-auc:0.943848±0.000927 test-auc:0.846296±0.007656 
[3027]  train-auc:0.943869±0.000936 test-auc:0.846320±0.007653 
[3028]  train-auc:0.943881±0.000934 test-auc:0.846327±0.007650 
[3029]  train-auc:0.943899±0.000927 test-auc:0.846342±0.007648 
[3030]  train-auc:0.943917±0.000923 test-auc:0.846341±0.007653 
[3031]  train-auc:0.943934±0.000916 test-auc:0.846345±0.007657 
[3032]  train-auc:0.943953±0.000918 test-auc:0.846352±0.007645 
[3033]  train-auc:0.943967±0.000916 test-auc:0.846349±0.007653 
[3034]  train-auc:0.943979±0.000920 test-auc:0.846354±0.007643 
[3035]  train-auc:0.943989±0.000919 test-auc:0.846357±0.007641 
[3036]  train-auc:0.944001±0.000918 test-auc:0.846364±0.007640 
[3037]  train-auc:0.944016±0.000921 test-auc:0.846365±0.007638 
[3038]  train-auc:0.944030±0.000925 test-auc:0.846368±0.007637 
[3039]  train-auc:0.944039±0.000922 test-auc:0.846369±0.007634 
[3040]  train-auc:0.944053±0.000918 test-auc:0.846379±0.007643 
[3041]  train-auc:0.944068±0.000915 test-auc:0.846382±0.007659 
[3042]  train-auc:0.944081±0.000913 test-auc:0.846380±0.007661 
[3043]  train-auc:0.944091±0.000913 test-auc:0.846384±0.007664 
[3044]  train-auc:0.944098±0.000911 test-auc:0.846384±0.007659 
[3045]  train-auc:0.944110±0.000918 test-auc:0.846381±0.007659 
[3046]  train-auc:0.944123±0.000922 test-auc:0.846389±0.007664 
[3047]  train-auc:0.944139±0.000923 test-auc:0.846409±0.007675 
[3048]  train-auc:0.944163±0.000926 test-auc:0.846420±0.007675 
[3049]  train-auc:0.944176±0.000919 test-auc:0.846427±0.007674 
[3050]  train-auc:0.944197±0.000919 test-auc:0.846426±0.007679 
[3051]  train-auc:0.944213±0.000919 test-auc:0.846432±0.007676 
[3052]  train-auc:0.944238±0.000918 test-auc:0.846436±0.007667 
[3053]  train-auc:0.944259±0.000920 test-auc:0.846434±0.007668 
[3054]  train-auc:0.944283±0.000926 test-auc:0.846441±0.007659 
[3055]  train-auc:0.944303±0.000926 test-auc:0.846437±0.007658 
[3056]  train-auc:0.944326±0.000928 test-auc:0.846445±0.007656 
[3057]  train-auc:0.944352±0.000933 test-auc:0.846458±0.007644 
[3058]  train-auc:0.944378±0.000935 test-auc:0.846470±0.007635 
[3059]  train-auc:0.944391±0.000935 test-auc:0.846466±0.007635 
[3060]  train-auc:0.944399±0.000935 test-auc:0.846463±0.007629 
[3061]  train-auc:0.944410±0.000941 test-auc:0.846463±0.007633 
[3062]  train-auc:0.944422±0.000936 test-auc:0.846477±0.007642 
[3063]  train-auc:0.944438±0.000933 test-auc:0.846467±0.007640 
[3064]  train-auc:0.944458±0.000936 test-auc:0.846485±0.007642 
[3065]  train-auc:0.944472±0.000934 test-auc:0.846481±0.007634 
[3066]  train-auc:0.944487±0.000936 test-auc:0.846490±0.007640 
[3067]  train-auc:0.944507±0.000938 test-auc:0.846499±0.007635 
[3068]  train-auc:0.944527±0.000937 test-auc:0.846504±0.007622 
[3069]  train-auc:0.944550±0.000945 test-auc:0.846506±0.007616 
[3070]  train-auc:0.944563±0.000949 test-auc:0.846505±0.007606 
[3071]  train-auc:0.944576±0.000948 test-auc:0.846513±0.007610 
[3072]  train-auc:0.944587±0.000947 test-auc:0.846520±0.007610 
[3073]  train-auc:0.944605±0.000953 test-auc:0.846531±0.007599 
[3074]  train-auc:0.944622±0.000956 test-auc:0.846537±0.007608 
[3075]  train-auc:0.944634±0.000963 test-auc:0.846542±0.007605 
[3076]  train-auc:0.944643±0.000961 test-auc:0.846538±0.007605 
[3077]  train-auc:0.944662±0.000956 test-auc:0.846540±0.007602 
[3078]  train-auc:0.944683±0.000958 test-auc:0.846566±0.007613 
[3079]  train-auc:0.944692±0.000961 test-auc:0.846567±0.007623 
[3080]  train-auc:0.944708±0.000968 test-auc:0.846583±0.007630 
[3081]  train-auc:0.944718±0.000968 test-auc:0.846583±0.007622 
[3082]  train-auc:0.944734±0.000961 test-auc:0.846590±0.007622 
[3083]  train-auc:0.944749±0.000961 test-auc:0.846581±0.007626 
[3084]  train-auc:0.944772±0.000959 test-auc:0.846571±0.007624 
[3085]  train-auc:0.944785±0.000960 test-auc:0.846565±0.007625 
[3086]  train-auc:0.944793±0.000962 test-auc:0.846563±0.007624 
[3087]  train-auc:0.944806±0.000965 test-auc:0.846575±0.007634 
[3088]  train-auc:0.944816±0.000965 test-auc:0.846575±0.007646 
[3089]  train-auc:0.944828±0.000963 test-auc:0.846578±0.007657 
[3090]  train-auc:0.944834±0.000962 test-auc:0.846583±0.007665 
[3091]  train-auc:0.944848±0.000959 test-auc:0.846594±0.007667 
[3092]  train-auc:0.944861±0.000959 test-auc:0.846605±0.007660 
[3093]  train-auc:0.944877±0.000959 test-auc:0.846608±0.007657 
[3094]  train-auc:0.944885±0.000958 test-auc:0.846608±0.007657 
[3095]  train-auc:0.944911±0.000953 test-auc:0.846603±0.007659 
[3096]  train-auc:0.944918±0.000953 test-auc:0.846607±0.007666 
[3097]  train-auc:0.944932±0.000949 test-auc:0.846603±0.007662 
[3098]  train-auc:0.944950±0.000954 test-auc:0.846610±0.007671 
[3099]  train-auc:0.944960±0.000956 test-auc:0.846608±0.007686 
[3100]  train-auc:0.944980±0.000957 test-auc:0.846632±0.007696 
[3101]  train-auc:0.944993±0.000957 test-auc:0.846633±0.007700 
[3102]  train-auc:0.945002±0.000959 test-auc:0.846638±0.007698 
[3103]  train-auc:0.945008±0.000960 test-auc:0.846641±0.007696 
[3104]  train-auc:0.945020±0.000961 test-auc:0.846643±0.007691 
[3105]  train-auc:0.945027±0.000958 test-auc:0.846636±0.007686 
[3106]  train-auc:0.945038±0.000954 test-auc:0.846640±0.007690 
[3107]  train-auc:0.945057±0.000955 test-auc:0.846642±0.007689 
[3108]  train-auc:0.945075±0.000955 test-auc:0.846647±0.007695 
[3109]  train-auc:0.945088±0.000959 test-auc:0.846647±0.007696 
[3110]  train-auc:0.945098±0.000958 test-auc:0.846654±0.007689 
[3111]  train-auc:0.945104±0.000956 test-auc:0.846647±0.007675 
[3112]  train-auc:0.945117±0.000950 test-auc:0.846654±0.007671 
[3113]  train-auc:0.945141±0.000952 test-auc:0.846651±0.007665 
[3114]  train-auc:0.945152±0.000952 test-auc:0.846649±0.007672 
[3115]  train-auc:0.945164±0.000948 test-auc:0.846650±0.007664 
[3116]  train-auc:0.945173±0.000947 test-auc:0.846653±0.007675 
[3117]  train-auc:0.945181±0.000945 test-auc:0.846651±0.007675 
[3118]  train-auc:0.945192±0.000945 test-auc:0.846661±0.007670 
[3119]  train-auc:0.945211±0.000947 test-auc:0.846657±0.007673 
[3120]  train-auc:0.945226±0.000949 test-auc:0.846665±0.007681 
[3121]  train-auc:0.945240±0.000947 test-auc:0.846670±0.007683 
[3122]  train-auc:0.945255±0.000945 test-auc:0.846666±0.007674 
[3123]  train-auc:0.945262±0.000943 test-auc:0.846665±0.007671 
[3124]  train-auc:0.945270±0.000944 test-auc:0.846663±0.007667 
[3125]  train-auc:0.945279±0.000948 test-auc:0.846665±0.007659 
[3126]  train-auc:0.945290±0.000945 test-auc:0.846660±0.007659 
[3127]  train-auc:0.945303±0.000947 test-auc:0.846664±0.007666 
[3128]  train-auc:0.945315±0.000948 test-auc:0.846659±0.007661 
[3129]  train-auc:0.945330±0.000951 test-auc:0.846658±0.007659 
[3130]  train-auc:0.945341±0.000948 test-auc:0.846666±0.007651 
[3131]  train-auc:0.945355±0.000955 test-auc:0.846669±0.007645 
[3132]  train-auc:0.945363±0.000957 test-auc:0.846663±0.007655 
[3133]  train-auc:0.945379±0.000961 test-auc:0.846674±0.007642 
[3134]  train-auc:0.945392±0.000962 test-auc:0.846669±0.007633 
[3135]  train-auc:0.945404±0.000961 test-auc:0.846663±0.007614 
[3136]  train-auc:0.945419±0.000963 test-auc:0.846671±0.007624 
[3137]  train-auc:0.945437±0.000962 test-auc:0.846688±0.007613 
[3138]  train-auc:0.945454±0.000967 test-auc:0.846680±0.007618 
[3139]  train-auc:0.945471±0.000966 test-auc:0.846687±0.007625 
[3140]  train-auc:0.945480±0.000966 test-auc:0.846684±0.007620 
[3141]  train-auc:0.945495±0.000965 test-auc:0.846692±0.007633 
[3142]  train-auc:0.945507±0.000964 test-auc:0.846697±0.007629 
[3143]  train-auc:0.945520±0.000964 test-auc:0.846705±0.007638 
[3144]  train-auc:0.945536±0.000964 test-auc:0.846708±0.007635 
[3145]  train-auc:0.945547±0.000960 test-auc:0.846716±0.007639 
[3146]  train-auc:0.945554±0.000959 test-auc:0.846714±0.007645 
[3147]  train-auc:0.945562±0.000958 test-auc:0.846705±0.007644 
[3148]  train-auc:0.945574±0.000961 test-auc:0.846712±0.007646 
[3149]  train-auc:0.945594±0.000966 test-auc:0.846713±0.007648 
[3150]  train-auc:0.945605±0.000968 test-auc:0.846721±0.007650 
[3151]  train-auc:0.945611±0.000966 test-auc:0.846720±0.007650 
[3152]  train-auc:0.945626±0.000965 test-auc:0.846733±0.007655 
[3153]  train-auc:0.945648±0.000966 test-auc:0.846724±0.007651 
[3154]  train-auc:0.945664±0.000967 test-auc:0.846734±0.007657 
[3155]  train-auc:0.945682±0.000967 test-auc:0.846738±0.007645 
[3156]  train-auc:0.945693±0.000970 test-auc:0.846746±0.007638 
[3157]  train-auc:0.945708±0.000970 test-auc:0.846745±0.007646 
[3158]  train-auc:0.945718±0.000970 test-auc:0.846743±0.007638 
[3159]  train-auc:0.945736±0.000975 test-auc:0.846736±0.007649 
[3160]  train-auc:0.945747±0.000974 test-auc:0.846734±0.007649 
[3161]  train-auc:0.945755±0.000972 test-auc:0.846738±0.007651 
[3162]  train-auc:0.945769±0.000967 test-auc:0.846735±0.007652 
[3163]  train-auc:0.945779±0.000964 test-auc:0.846749±0.007657 
[3164]  train-auc:0.945791±0.000963 test-auc:0.846752±0.007654 
[3165]  train-auc:0.945798±0.000961 test-auc:0.846753±0.007652 
[3166]  train-auc:0.945809±0.000958 test-auc:0.846754±0.007650 
[3167]  train-auc:0.945820±0.000954 test-auc:0.846746±0.007660 
[3168]  train-auc:0.945833±0.000961 test-auc:0.846750±0.007666 
[3169]  train-auc:0.945849±0.000964 test-auc:0.846749±0.007683 
[3170]  train-auc:0.945869±0.000961 test-auc:0.846762±0.007656 
[3171]  train-auc:0.945878±0.000962 test-auc:0.846770±0.007656 
[3172]  train-auc:0.945887±0.000964 test-auc:0.846770±0.007643 
[3173]  train-auc:0.945907±0.000959 test-auc:0.846769±0.007650 
[3174]  train-auc:0.945930±0.000959 test-auc:0.846760±0.007629 
[3175]  train-auc:0.945942±0.000960 test-auc:0.846769±0.007627 
[3176]  train-auc:0.945950±0.000958 test-auc:0.846766±0.007625 
[3177]  train-auc:0.945962±0.000954 test-auc:0.846770±0.007620 
[3178]  train-auc:0.945973±0.000948 test-auc:0.846785±0.007626 
[3179]  train-auc:0.945988±0.000949 test-auc:0.846784±0.007609 
[3180]  train-auc:0.945999±0.000948 test-auc:0.846782±0.007615 
[3181]  train-auc:0.946008±0.000945 test-auc:0.846783±0.007611 
[3182]  train-auc:0.946017±0.000944 test-auc:0.846781±0.007614 
[3183]  train-auc:0.946039±0.000947 test-auc:0.846792±0.007622 
[3184]  train-auc:0.946065±0.000954 test-auc:0.846787±0.007626 
[3185]  train-auc:0.946077±0.000951 test-auc:0.846785±0.007622 
[3186]  train-auc:0.946094±0.000949 test-auc:0.846792±0.007632 
[3187]  train-auc:0.946105±0.000948 test-auc:0.846799±0.007630 
[3188]  train-auc:0.946118±0.000944 test-auc:0.846804±0.007639 
[3189]  train-auc:0.946125±0.000943 test-auc:0.846808±0.007641 
[3190]  train-auc:0.946139±0.000945 test-auc:0.846821±0.007645 
[3191]  train-auc:0.946152±0.000940 test-auc:0.846825±0.007634 
[3192]  train-auc:0.946180±0.000949 test-auc:0.846835±0.007646 
[3193]  train-auc:0.946194±0.000954 test-auc:0.846848±0.007633 
[3194]  train-auc:0.946205±0.000950 test-auc:0.846849±0.007636 
[3195]  train-auc:0.946212±0.000953 test-auc:0.846849±0.007641 
[3196]  train-auc:0.946228±0.000956 test-auc:0.846851±0.007632 
[3197]  train-auc:0.946240±0.000959 test-auc:0.846845±0.007646 
[3198]  train-auc:0.946251±0.000957 test-auc:0.846856±0.007643 
[3199]  train-auc:0.946263±0.000955 test-auc:0.846854±0.007637 
[3200]  train-auc:0.946281±0.000946 test-auc:0.846863±0.007637 
[3201]  train-auc:0.946296±0.000947 test-auc:0.846880±0.007638 
[3202]  train-auc:0.946317±0.000951 test-auc:0.846887±0.007622 
[3203]  train-auc:0.946330±0.000952 test-auc:0.846878±0.007606 
[3204]  train-auc:0.946350±0.000953 test-auc:0.846883±0.007615 
[3205]  train-auc:0.946360±0.000950 test-auc:0.846875±0.007608 
[3206]  train-auc:0.946376±0.000946 test-auc:0.846862±0.007624 
[3207]  train-auc:0.946388±0.000945 test-auc:0.846861±0.007617 
[3208]  train-auc:0.946397±0.000942 test-auc:0.846868±0.007609 
[3209]  train-auc:0.946407±0.000945 test-auc:0.846874±0.007606 
[3210]  train-auc:0.946420±0.000941 test-auc:0.846869±0.007603 
[3211]  train-auc:0.946440±0.000940 test-auc:0.846866±0.007599 
[3212]  train-auc:0.946454±0.000941 test-auc:0.846867±0.007594 
[3213]  train-auc:0.946462±0.000939 test-auc:0.846866±0.007602 
[3214]  train-auc:0.946478±0.000934 test-auc:0.846857±0.007598 
[3215]  train-auc:0.946486±0.000936 test-auc:0.846863±0.007593 
[3216]  train-auc:0.946497±0.000938 test-auc:0.846862±0.007590 
[3217]  train-auc:0.946506±0.000935 test-auc:0.846866±0.007588 
[3218]  train-auc:0.946533±0.000936 test-auc:0.846867±0.007588 
[3219]  train-auc:0.946545±0.000937 test-auc:0.846875±0.007583 
[3220]  train-auc:0.946552±0.000939 test-auc:0.846872±0.007587 
[3221]  train-auc:0.946564±0.000941 test-auc:0.846869±0.007589 
[3222]  train-auc:0.946574±0.000938 test-auc:0.846866±0.007584 
[3223]  train-auc:0.946595±0.000941 test-auc:0.846884±0.007591 
[3224]  train-auc:0.946604±0.000940 test-auc:0.846886±0.007589 
[3225]  train-auc:0.946611±0.000942 test-auc:0.846884±0.007592 
[3226]  train-auc:0.946627±0.000937 test-auc:0.846883±0.007594 
[3227]  train-auc:0.946635±0.000937 test-auc:0.846882±0.007591 
[3228]  train-auc:0.946646±0.000934 test-auc:0.846888±0.007595 
[3229]  train-auc:0.946659±0.000937 test-auc:0.846893±0.007585 
[3230]  train-auc:0.946672±0.000937 test-auc:0.846895±0.007580 
[3231]  train-auc:0.946685±0.000940 test-auc:0.846896±0.007580 
[3232]  train-auc:0.946701±0.000944 test-auc:0.846908±0.007566 
[3233]  train-auc:0.946713±0.000942 test-auc:0.846905±0.007565 
[3234]  train-auc:0.946726±0.000941 test-auc:0.846914±0.007571 
[3235]  train-auc:0.946736±0.000940 test-auc:0.846917±0.007576 
[3236]  train-auc:0.946742±0.000939 test-auc:0.846919±0.007576 
[3237]  train-auc:0.946760±0.000939 test-auc:0.846926±0.007572 
[3238]  train-auc:0.946783±0.000938 test-auc:0.846930±0.007557 
[3239]  train-auc:0.946800±0.000938 test-auc:0.846936±0.007565 
[3240]  train-auc:0.946809±0.000936 test-auc:0.846936±0.007567 
[3241]  train-auc:0.946822±0.000933 test-auc:0.846922±0.007574 
[3242]  train-auc:0.946833±0.000935 test-auc:0.846921±0.007574 
[3243]  train-auc:0.946843±0.000936 test-auc:0.846923±0.007564 
[3244]  train-auc:0.946850±0.000933 test-auc:0.846918±0.007567 
[3245]  train-auc:0.946859±0.000931 test-auc:0.846928±0.007568 
[3246]  train-auc:0.946870±0.000928 test-auc:0.846931±0.007555 
[3247]  train-auc:0.946884±0.000929 test-auc:0.846933±0.007547 
[3248]  train-auc:0.946905±0.000935 test-auc:0.846935±0.007552 
[3249]  train-auc:0.946924±0.000936 test-auc:0.846939±0.007532 
[3250]  train-auc:0.946938±0.000938 test-auc:0.846950±0.007531 
[3251]  train-auc:0.946950±0.000933 test-auc:0.846959±0.007528 
[3252]  train-auc:0.946960±0.000931 test-auc:0.846959±0.007524 
[3253]  train-auc:0.946972±0.000933 test-auc:0.846965±0.007514 
[3254]  train-auc:0.946980±0.000931 test-auc:0.846970±0.007518 
[3255]  train-auc:0.946998±0.000929 test-auc:0.846970±0.007509 
[3256]  train-auc:0.947017±0.000923 test-auc:0.846958±0.007511 
[3257]  train-auc:0.947028±0.000921 test-auc:0.846962±0.007505 
[3258]  train-auc:0.947036±0.000918 test-auc:0.846954±0.007501 
[3259]  train-auc:0.947052±0.000917 test-auc:0.846951±0.007493 
[3260]  train-auc:0.947064±0.000912 test-auc:0.846961±0.007491 
[3261]  train-auc:0.947081±0.000914 test-auc:0.846972±0.007499 
[3262]  train-auc:0.947094±0.000910 test-auc:0.846975±0.007501 
[3263]  train-auc:0.947103±0.000906 test-auc:0.846982±0.007517 
[3264]  train-auc:0.947114±0.000903 test-auc:0.846988±0.007523 
[3265]  train-auc:0.947120±0.000902 test-auc:0.847002±0.007517 
[3266]  train-auc:0.947141±0.000899 test-auc:0.847001±0.007523 
[3267]  train-auc:0.947145±0.000899 test-auc:0.847003±0.007535 
[3268]  train-auc:0.947168±0.000899 test-auc:0.847006±0.007543 
[3269]  train-auc:0.947174±0.000897 test-auc:0.847007±0.007536 
[3270]  train-auc:0.947186±0.000896 test-auc:0.847002±0.007532 
[3271]  train-auc:0.947202±0.000893 test-auc:0.847001±0.007537 
[3272]  train-auc:0.947214±0.000895 test-auc:0.846999±0.007536 
[3273]  train-auc:0.947226±0.000895 test-auc:0.847005±0.007541 
[3274]  train-auc:0.947235±0.000903 test-auc:0.847001±0.007539 
[3275]  train-auc:0.947243±0.000900 test-auc:0.846990±0.007534 
[3276]  train-auc:0.947259±0.000900 test-auc:0.847007±0.007534 
[3277]  train-auc:0.947268±0.000897 test-auc:0.847010±0.007529 
[3278]  train-auc:0.947278±0.000894 test-auc:0.847007±0.007534 
[3279]  train-auc:0.947282±0.000893 test-auc:0.847010±0.007540 
[3280]  train-auc:0.947290±0.000892 test-auc:0.847016±0.007542 
[3281]  train-auc:0.947301±0.000891 test-auc:0.847019±0.007540 
[3282]  train-auc:0.947315±0.000889 test-auc:0.847035±0.007539 
[3283]  train-auc:0.947331±0.000889 test-auc:0.847040±0.007540 
[3284]  train-auc:0.947346±0.000892 test-auc:0.847045±0.007523 
[3285]  train-auc:0.947356±0.000896 test-auc:0.847050±0.007529 
[3286]  train-auc:0.947376±0.000896 test-auc:0.847060±0.007526 
[3287]  train-auc:0.947381±0.000895 test-auc:0.847056±0.007532 
[3288]  train-auc:0.947390±0.000896 test-auc:0.847054±0.007530 
[3289]  train-auc:0.947401±0.000899 test-auc:0.847066±0.007524 
[3290]  train-auc:0.947415±0.000894 test-auc:0.847073±0.007535 
[3291]  train-auc:0.947432±0.000897 test-auc:0.847074±0.007534 
[3292]  train-auc:0.947440±0.000895 test-auc:0.847081±0.007530 
[3293]  train-auc:0.947447±0.000895 test-auc:0.847079±0.007518 
[3294]  train-auc:0.947461±0.000895 test-auc:0.847084±0.007514 
[3295]  train-auc:0.947469±0.000899 test-auc:0.847091±0.007517 
[3296]  train-auc:0.947478±0.000897 test-auc:0.847097±0.007523 
[3297]  train-auc:0.947485±0.000896 test-auc:0.847099±0.007520 
[3298]  train-auc:0.947505±0.000895 test-auc:0.847093±0.007525 
[3299]  train-auc:0.947524±0.000894 test-auc:0.847112±0.007514 
[3300]  train-auc:0.947543±0.000893 test-auc:0.847107±0.007509 
[3301]  train-auc:0.947552±0.000891 test-auc:0.847114±0.007513 
[3302]  train-auc:0.947563±0.000891 test-auc:0.847116±0.007523 
[3303]  train-auc:0.947585±0.000895 test-auc:0.847122±0.007522 
[3304]  train-auc:0.947594±0.000897 test-auc:0.847125±0.007524 
[3305]  train-auc:0.947607±0.000898 test-auc:0.847125±0.007521 
[3306]  train-auc:0.947630±0.000900 test-auc:0.847124±0.007513 
[3307]  train-auc:0.947635±0.000902 test-auc:0.847125±0.007511 
[3308]  train-auc:0.947641±0.000898 test-auc:0.847127±0.007509 
[3309]  train-auc:0.947646±0.000897 test-auc:0.847134±0.007510 
[3310]  train-auc:0.947668±0.000897 test-auc:0.847137±0.007507 
[3311]  train-auc:0.947692±0.000893 test-auc:0.847158±0.007502 
[3312]  train-auc:0.947705±0.000894 test-auc:0.847156±0.007501 
[3313]  train-auc:0.947722±0.000900 test-auc:0.847153±0.007497 
[3314]  train-auc:0.947735±0.000906 test-auc:0.847152±0.007491 
[3315]  train-auc:0.947751±0.000910 test-auc:0.847156±0.007497 
[3316]  train-auc:0.947761±0.000908 test-auc:0.847163±0.007495 
[3317]  train-auc:0.947770±0.000909 test-auc:0.847155±0.007496 
[3318]  train-auc:0.947792±0.000906 test-auc:0.847171±0.007488 
[3319]  train-auc:0.947805±0.000906 test-auc:0.847177±0.007488 
[3320]  train-auc:0.947816±0.000906 test-auc:0.847181±0.007479 
[3321]  train-auc:0.947834±0.000907 test-auc:0.847175±0.007483 
[3322]  train-auc:0.947845±0.000909 test-auc:0.847170±0.007485 
[3323]  train-auc:0.947859±0.000910 test-auc:0.847174±0.007498 
[3324]  train-auc:0.947866±0.000909 test-auc:0.847175±0.007486 
[3325]  train-auc:0.947872±0.000909 test-auc:0.847178±0.007481 
[3326]  train-auc:0.947881±0.000910 test-auc:0.847184±0.007478 
[3327]  train-auc:0.947897±0.000910 test-auc:0.847185±0.007486 
[3328]  train-auc:0.947903±0.000912 test-auc:0.847186±0.007481 
[3329]  train-auc:0.947915±0.000916 test-auc:0.847195±0.007486 
[3330]  train-auc:0.947929±0.000916 test-auc:0.847193±0.007486 
[3331]  train-auc:0.947940±0.000919 test-auc:0.847194±0.007487 
[3332]  train-auc:0.947957±0.000918 test-auc:0.847199±0.007487 
[3333]  train-auc:0.947971±0.000925 test-auc:0.847200±0.007491 
[3334]  train-auc:0.947978±0.000926 test-auc:0.847203±0.007485 
[3335]  train-auc:0.947989±0.000924 test-auc:0.847204±0.007477 
[3336]  train-auc:0.948000±0.000922 test-auc:0.847201±0.007481 
[3337]  train-auc:0.948009±0.000928 test-auc:0.847193±0.007487 
[3338]  train-auc:0.948033±0.000929 test-auc:0.847204±0.007502 
[3339]  train-auc:0.948045±0.000925 test-auc:0.847206±0.007498 
[3340]  train-auc:0.948061±0.000928 test-auc:0.847212±0.007502 
[3341]  train-auc:0.948074±0.000925 test-auc:0.847226±0.007498 
[3342]  train-auc:0.948085±0.000922 test-auc:0.847233±0.007496 
[3343]  train-auc:0.948101±0.000924 test-auc:0.847231±0.007483 
[3344]  train-auc:0.948113±0.000928 test-auc:0.847242±0.007482 
[3345]  train-auc:0.948124±0.000927 test-auc:0.847247±0.007491 
[3346]  train-auc:0.948132±0.000929 test-auc:0.847244±0.007495 
[3347]  train-auc:0.948143±0.000927 test-auc:0.847248±0.007487 
[3348]  train-auc:0.948156±0.000930 test-auc:0.847257±0.007480 
[3349]  train-auc:0.948165±0.000927 test-auc:0.847269±0.007478 
[3350]  train-auc:0.948173±0.000925 test-auc:0.847267±0.007491 
[3351]  train-auc:0.948179±0.000925 test-auc:0.847266±0.007485 
[3352]  train-auc:0.948186±0.000928 test-auc:0.847259±0.007487 
[3353]  train-auc:0.948196±0.000924 test-auc:0.847260±0.007484 
[3354]  train-auc:0.948213±0.000927 test-auc:0.847266±0.007475 
[3355]  train-auc:0.948222±0.000927 test-auc:0.847272±0.007467 
[3356]  train-auc:0.948236±0.000930 test-auc:0.847279±0.007455 
[3357]  train-auc:0.948246±0.000933 test-auc:0.847283±0.007448 
[3358]  train-auc:0.948261±0.000934 test-auc:0.847297±0.007438 
[3359]  train-auc:0.948274±0.000927 test-auc:0.847301±0.007438 
[3360]  train-auc:0.948285±0.000924 test-auc:0.847306±0.007441 
[3361]  train-auc:0.948296±0.000927 test-auc:0.847315±0.007444 
[3362]  train-auc:0.948306±0.000929 test-auc:0.847320±0.007436 
[3363]  train-auc:0.948315±0.000931 test-auc:0.847322±0.007443 
[3364]  train-auc:0.948324±0.000927 test-auc:0.847321±0.007439 
[3365]  train-auc:0.948338±0.000927 test-auc:0.847319±0.007437 
[3366]  train-auc:0.948344±0.000928 test-auc:0.847320±0.007427 
[3367]  train-auc:0.948365±0.000929 test-auc:0.847328±0.007413 
[3368]  train-auc:0.948371±0.000928 test-auc:0.847329±0.007410 
[3369]  train-auc:0.948387±0.000923 test-auc:0.847328±0.007411 
[3370]  train-auc:0.948397±0.000925 test-auc:0.847325±0.007412 
[3371]  train-auc:0.948418±0.000929 test-auc:0.847319±0.007399 
[3372]  train-auc:0.948423±0.000930 test-auc:0.847317±0.007398 
[3373]  train-auc:0.948430±0.000928 test-auc:0.847322±0.007391 
[3374]  train-auc:0.948437±0.000926 test-auc:0.847334±0.007389 
[3375]  train-auc:0.948444±0.000924 test-auc:0.847331±0.007393 
[3376]  train-auc:0.948452±0.000923 test-auc:0.847336±0.007393 
[3377]  train-auc:0.948469±0.000924 test-auc:0.847339±0.007397 
[3378]  train-auc:0.948480±0.000922 test-auc:0.847345±0.007401 
[3379]  train-auc:0.948487±0.000922 test-auc:0.847347±0.007399 
[3380]  train-auc:0.948500±0.000921 test-auc:0.847345±0.007394 
[3381]  train-auc:0.948510±0.000927 test-auc:0.847355±0.007385 
[3382]  train-auc:0.948524±0.000927 test-auc:0.847356±0.007392 
[3383]  train-auc:0.948533±0.000926 test-auc:0.847363±0.007385 
[3384]  train-auc:0.948545±0.000927 test-auc:0.847363±0.007371 
[3385]  train-auc:0.948561±0.000923 test-auc:0.847359±0.007376 
[3386]  train-auc:0.948567±0.000923 test-auc:0.847356±0.007383 
[3387]  train-auc:0.948575±0.000922 test-auc:0.847358±0.007382 
[3388]  train-auc:0.948583±0.000921 test-auc:0.847359±0.007383 
[3389]  train-auc:0.948589±0.000919 test-auc:0.847369±0.007387 
[3390]  train-auc:0.948599±0.000918 test-auc:0.847369±0.007389 
[3391]  train-auc:0.948609±0.000916 test-auc:0.847374±0.007380 
[3392]  train-auc:0.948616±0.000918 test-auc:0.847379±0.007387 
[3393]  train-auc:0.948627±0.000919 test-auc:0.847380±0.007388 
[3394]  train-auc:0.948642±0.000921 test-auc:0.847381±0.007377 
[3395]  train-auc:0.948650±0.000921 test-auc:0.847387±0.007381 
[3396]  train-auc:0.948667±0.000917 test-auc:0.847397±0.007369 
[3397]  train-auc:0.948680±0.000915 test-auc:0.847407±0.007369 
[3398]  train-auc:0.948689±0.000914 test-auc:0.847400±0.007364 
[3399]  train-auc:0.948701±0.000916 test-auc:0.847405±0.007369 
[3400]  train-auc:0.948709±0.000915 test-auc:0.847405±0.007360 
[3401]  train-auc:0.948716±0.000914 test-auc:0.847400±0.007357 
[3402]  train-auc:0.948724±0.000916 test-auc:0.847404±0.007348 
[3403]  train-auc:0.948731±0.000914 test-auc:0.847398±0.007345 
[3404]  train-auc:0.948738±0.000914 test-auc:0.847396±0.007340 
[3405]  train-auc:0.948748±0.000913 test-auc:0.847397±0.007353 
[3406]  train-auc:0.948757±0.000910 test-auc:0.847382±0.007349 
[3407]  train-auc:0.948774±0.000913 test-auc:0.847392±0.007348 
[3408]  train-auc:0.948793±0.000912 test-auc:0.847386±0.007336 
[3409]  train-auc:0.948806±0.000912 test-auc:0.847390±0.007347 
[3410]  train-auc:0.948818±0.000913 test-auc:0.847397±0.007346 
[3411]  train-auc:0.948824±0.000913 test-auc:0.847394±0.007340 
[3412]  train-auc:0.948834±0.000916 test-auc:0.847395±0.007348 
[3413]  train-auc:0.948850±0.000915 test-auc:0.847409±0.007355 
[3414]  train-auc:0.948867±0.000916 test-auc:0.847431±0.007376 
[3415]  train-auc:0.948874±0.000914 test-auc:0.847431±0.007372 
[3416]  train-auc:0.948887±0.000913 test-auc:0.847439±0.007369 
[3417]  train-auc:0.948894±0.000913 test-auc:0.847433±0.007361 
[3418]  train-auc:0.948908±0.000914 test-auc:0.847443±0.007369 
[3419]  train-auc:0.948917±0.000914 test-auc:0.847440±0.007359 
[3420]  train-auc:0.948929±0.000913 test-auc:0.847446±0.007365 
[3421]  train-auc:0.948942±0.000912 test-auc:0.847453±0.007367 
[3422]  train-auc:0.948954±0.000917 test-auc:0.847456±0.007379 
[3423]  train-auc:0.948970±0.000920 test-auc:0.847463±0.007357 
[3424]  train-auc:0.948984±0.000920 test-auc:0.847460±0.007372 
[3425]  train-auc:0.948993±0.000918 test-auc:0.847468±0.007371 
[3426]  train-auc:0.948998±0.000919 test-auc:0.847478±0.007366 
[3427]  train-auc:0.949011±0.000916 test-auc:0.847488±0.007370 
[3428]  train-auc:0.949021±0.000915 test-auc:0.847506±0.007371 
[3429]  train-auc:0.949041±0.000915 test-auc:0.847508±0.007361 
[3430]  train-auc:0.949048±0.000920 test-auc:0.847513±0.007358 
[3431]  train-auc:0.949062±0.000920 test-auc:0.847504±0.007348 
[3432]  train-auc:0.949074±0.000917 test-auc:0.847519±0.007358 
[3433]  train-auc:0.949082±0.000915 test-auc:0.847520±0.007361 
[3434]  train-auc:0.949091±0.000914 test-auc:0.847515±0.007368 
[3435]  train-auc:0.949104±0.000914 test-auc:0.847516±0.007365 
[3436]  train-auc:0.949121±0.000916 test-auc:0.847507±0.007355 
[3437]  train-auc:0.949133±0.000915 test-auc:0.847504±0.007346 
[3438]  train-auc:0.949150±0.000920 test-auc:0.847501±0.007342 
[3439]  train-auc:0.949164±0.000915 test-auc:0.847508±0.007336 
[3440]  train-auc:0.949177±0.000915 test-auc:0.847515±0.007336 
[3441]  train-auc:0.949182±0.000912 test-auc:0.847508±0.007333 
[3442]  train-auc:0.949193±0.000914 test-auc:0.847508±0.007336 
[3443]  train-auc:0.949203±0.000915 test-auc:0.847504±0.007332 
[3444]  train-auc:0.949216±0.000915 test-auc:0.847514±0.007336 
[3445]  train-auc:0.949224±0.000913 test-auc:0.847511±0.007336 
[3446]  train-auc:0.949239±0.000916 test-auc:0.847524±0.007339 
[3447]  train-auc:0.949248±0.000917 test-auc:0.847544±0.007321 
[3448]  train-auc:0.949281±0.000916 test-auc:0.847552±0.007308 
[3449]  train-auc:0.949287±0.000917 test-auc:0.847556±0.007308 
[3450]  train-auc:0.949293±0.000918 test-auc:0.847553±0.007313 
[3451]  train-auc:0.949304±0.000913 test-auc:0.847550±0.007327 
[3452]  train-auc:0.949311±0.000912 test-auc:0.847552±0.007333 
[3453]  train-auc:0.949321±0.000914 test-auc:0.847546±0.007332 
[3454]  train-auc:0.949343±0.000911 test-auc:0.847552±0.007335 
[3455]  train-auc:0.949355±0.000914 test-auc:0.847557±0.007333 
[3456]  train-auc:0.949367±0.000914 test-auc:0.847558±0.007340 
[3457]  train-auc:0.949385±0.000920 test-auc:0.847552±0.007339 
[3458]  train-auc:0.949406±0.000918 test-auc:0.847550±0.007345 
[3459]  train-auc:0.949414±0.000915 test-auc:0.847555±0.007336 
[3460]  train-auc:0.949425±0.000916 test-auc:0.847549±0.007335 
[3461]  train-auc:0.949438±0.000915 test-auc:0.847559±0.007332 
[3462]  train-auc:0.949446±0.000914 test-auc:0.847568±0.007326 
[3463]  train-auc:0.949454±0.000916 test-auc:0.847567±0.007320 
[3464]  train-auc:0.949468±0.000911 test-auc:0.847569±0.007329 
[3465]  train-auc:0.949479±0.000910 test-auc:0.847572±0.007328 
[3466]  train-auc:0.949489±0.000908 test-auc:0.847582±0.007336 
[3467]  train-auc:0.949497±0.000906 test-auc:0.847600±0.007344 
[3468]  train-auc:0.949505±0.000904 test-auc:0.847593±0.007345 
[3469]  train-auc:0.949517±0.000907 test-auc:0.847598±0.007354 
[3470]  train-auc:0.949525±0.000907 test-auc:0.847605±0.007345 
[3471]  train-auc:0.949537±0.000906 test-auc:0.847617±0.007339 
[3472]  train-auc:0.949547±0.000907 test-auc:0.847615±0.007342 
[3473]  train-auc:0.949557±0.000906 test-auc:0.847614±0.007345 
[3474]  train-auc:0.949567±0.000911 test-auc:0.847605±0.007347 
[3475]  train-auc:0.949574±0.000912 test-auc:0.847606±0.007354 
[3476]  train-auc:0.949586±0.000909 test-auc:0.847612±0.007342 
[3477]  train-auc:0.949592±0.000908 test-auc:0.847608±0.007338 
[3478]  train-auc:0.949601±0.000907 test-auc:0.847615±0.007342 
[3479]  train-auc:0.949614±0.000909 test-auc:0.847623±0.007349 
[3480]  train-auc:0.949628±0.000908 test-auc:0.847605±0.007351 
[3481]  train-auc:0.949641±0.000907 test-auc:0.847606±0.007334 
[3482]  train-auc:0.949658±0.000911 test-auc:0.847616±0.007342 
[3483]  train-auc:0.949665±0.000911 test-auc:0.847613±0.007354 
[3484]  train-auc:0.949671±0.000911 test-auc:0.847623±0.007359 
[3485]  train-auc:0.949677±0.000909 test-auc:0.847629±0.007344 
[3486]  train-auc:0.949689±0.000909 test-auc:0.847637±0.007346 
[3487]  train-auc:0.949703±0.000907 test-auc:0.847646±0.007339 
[3488]  train-auc:0.949711±0.000906 test-auc:0.847657±0.007336 
[3489]  train-auc:0.949729±0.000901 test-auc:0.847655±0.007344 
[3490]  train-auc:0.949734±0.000901 test-auc:0.847651±0.007340 
[3491]  train-auc:0.949743±0.000898 test-auc:0.847654±0.007340 
[3492]  train-auc:0.949750±0.000900 test-auc:0.847662±0.007351 
[3493]  train-auc:0.949763±0.000894 test-auc:0.847663±0.007345 
[3494]  train-auc:0.949773±0.000891 test-auc:0.847653±0.007350 
[3495]  train-auc:0.949779±0.000891 test-auc:0.847652±0.007348 
[3496]  train-auc:0.949786±0.000889 test-auc:0.847654±0.007344 
[3497]  train-auc:0.949804±0.000883 test-auc:0.847660±0.007319 
[3498]  train-auc:0.949810±0.000886 test-auc:0.847666±0.007318 
[3499]  train-auc:0.949820±0.000883 test-auc:0.847676±0.007320 
[3500]  train-auc:0.949834±0.000884 test-auc:0.847675±0.007337 
[3501]  train-auc:0.949844±0.000880 test-auc:0.847677±0.007322 
[3502]  train-auc:0.949855±0.000877 test-auc:0.847678±0.007333 
[3503]  train-auc:0.949868±0.000879 test-auc:0.847672±0.007343 
[3504]  train-auc:0.949874±0.000877 test-auc:0.847678±0.007341 
[3505]  train-auc:0.949891±0.000873 test-auc:0.847688±0.007347 
[3506]  train-auc:0.949906±0.000878 test-auc:0.847693±0.007365 
[3507]  train-auc:0.949912±0.000877 test-auc:0.847697±0.007371 
[3508]  train-auc:0.949920±0.000880 test-auc:0.847704±0.007365 
[3509]  train-auc:0.949926±0.000878 test-auc:0.847699±0.007358 
[3510]  train-auc:0.949935±0.000879 test-auc:0.847709±0.007349 
[3511]  train-auc:0.949949±0.000880 test-auc:0.847702±0.007357 
[3512]  train-auc:0.949957±0.000881 test-auc:0.847710±0.007358 
[3513]  train-auc:0.949967±0.000881 test-auc:0.847697±0.007362 
[3514]  train-auc:0.949972±0.000880 test-auc:0.847701±0.007357 
[3515]  train-auc:0.949979±0.000877 test-auc:0.847696±0.007366 
[3516]  train-auc:0.949989±0.000877 test-auc:0.847701±0.007378 
[3517]  train-auc:0.950004±0.000878 test-auc:0.847706±0.007366 
[3518]  train-auc:0.950015±0.000875 test-auc:0.847697±0.007364 
[3519]  train-auc:0.950020±0.000876 test-auc:0.847708±0.007357 
[3520]  train-auc:0.950024±0.000878 test-auc:0.847712±0.007353 
[3521]  train-auc:0.950030±0.000878 test-auc:0.847709±0.007352 
[3522]  train-auc:0.950037±0.000876 test-auc:0.847719±0.007351 
[3523]  train-auc:0.950048±0.000873 test-auc:0.847715±0.007360 
[3524]  train-auc:0.950058±0.000874 test-auc:0.847714±0.007363 
[3525]  train-auc:0.950071±0.000876 test-auc:0.847727±0.007355 
[3526]  train-auc:0.950076±0.000877 test-auc:0.847726±0.007347 
[3527]  train-auc:0.950099±0.000879 test-auc:0.847727±0.007343 
[3528]  train-auc:0.950106±0.000881 test-auc:0.847727±0.007341 
[3529]  train-auc:0.950123±0.000877 test-auc:0.847734±0.007339 
[3530]  train-auc:0.950141±0.000881 test-auc:0.847742±0.007342 
[3531]  train-auc:0.950158±0.000877 test-auc:0.847745±0.007339 
[3532]  train-auc:0.950169±0.000875 test-auc:0.847753±0.007336 
[3533]  train-auc:0.950177±0.000875 test-auc:0.847754±0.007345 
[3534]  train-auc:0.950189±0.000875 test-auc:0.847748±0.007358 
[3535]  train-auc:0.950198±0.000872 test-auc:0.847751±0.007358 
[3536]  train-auc:0.950217±0.000871 test-auc:0.847754±0.007353 
[3537]  train-auc:0.950227±0.000873 test-auc:0.847754±0.007357 
[3538]  train-auc:0.950237±0.000875 test-auc:0.847761±0.007361 
[3539]  train-auc:0.950249±0.000873 test-auc:0.847769±0.007354 
[3540]  train-auc:0.950271±0.000875 test-auc:0.847770±0.007352 
[3541]  train-auc:0.950288±0.000873 test-auc:0.847767±0.007357 
[3542]  train-auc:0.950306±0.000872 test-auc:0.847766±0.007359 
[3543]  train-auc:0.950318±0.000873 test-auc:0.847767±0.007349 
[3544]  train-auc:0.950333±0.000874 test-auc:0.847773±0.007338 
[3545]  train-auc:0.950342±0.000873 test-auc:0.847764±0.007343 
[3546]  train-auc:0.950351±0.000874 test-auc:0.847761±0.007344 
[3547]  train-auc:0.950372±0.000868 test-auc:0.847764±0.007333 
[3548]  train-auc:0.950382±0.000868 test-auc:0.847772±0.007329 
[3549]  train-auc:0.950391±0.000868 test-auc:0.847780±0.007314 
[3550]  train-auc:0.950402±0.000867 test-auc:0.847787±0.007326 
[3551]  train-auc:0.950411±0.000868 test-auc:0.847798±0.007317 
[3552]  train-auc:0.950426±0.000868 test-auc:0.847808±0.007317 
[3553]  train-auc:0.950430±0.000867 test-auc:0.847803±0.007312 
[3554]  train-auc:0.950446±0.000865 test-auc:0.847813±0.007303 
[3555]  train-auc:0.950460±0.000869 test-auc:0.847822±0.007290 
[3556]  train-auc:0.950463±0.000871 test-auc:0.847825±0.007296 
[3557]  train-auc:0.950472±0.000872 test-auc:0.847827±0.007295 
[3558]  train-auc:0.950496±0.000872 test-auc:0.847855±0.007297 
[3559]  train-auc:0.950505±0.000872 test-auc:0.847844±0.007296 
[3560]  train-auc:0.950519±0.000872 test-auc:0.847856±0.007298 
[3561]  train-auc:0.950531±0.000871 test-auc:0.847850±0.007293 
[3562]  train-auc:0.950545±0.000870 test-auc:0.847868±0.007284 
[3563]  train-auc:0.950553±0.000869 test-auc:0.847864±0.007280 
[3564]  train-auc:0.950558±0.000871 test-auc:0.847863±0.007282 
[3565]  train-auc:0.950567±0.000869 test-auc:0.847862±0.007275 
[3566]  train-auc:0.950576±0.000868 test-auc:0.847868±0.007278 
[3567]  train-auc:0.950584±0.000868 test-auc:0.847876±0.007267 
[3568]  train-auc:0.950590±0.000870 test-auc:0.847872±0.007273 
[3569]  train-auc:0.950602±0.000868 test-auc:0.847873±0.007270 
[3570]  train-auc:0.950619±0.000869 test-auc:0.847884±0.007263 
[3571]  train-auc:0.950628±0.000867 test-auc:0.847888±0.007266 
[3572]  train-auc:0.950642±0.000867 test-auc:0.847889±0.007263 
[3573]  train-auc:0.950648±0.000868 test-auc:0.847894±0.007269 
[3574]  train-auc:0.950654±0.000868 test-auc:0.847903±0.007256 
[3575]  train-auc:0.950661±0.000866 test-auc:0.847913±0.007255 
[3576]  train-auc:0.950685±0.000867 test-auc:0.847908±0.007257 
[3577]  train-auc:0.950689±0.000867 test-auc:0.847910±0.007268 
[3578]  train-auc:0.950702±0.000871 test-auc:0.847916±0.007257 
[3579]  train-auc:0.950715±0.000867 test-auc:0.847919±0.007255 
[3580]  train-auc:0.950726±0.000866 test-auc:0.847917±0.007254 
[3581]  train-auc:0.950735±0.000864 test-auc:0.847922±0.007250 
[3582]  train-auc:0.950739±0.000864 test-auc:0.847921±0.007246 
[3583]  train-auc:0.950748±0.000864 test-auc:0.847923±0.007249 
[3584]  train-auc:0.950758±0.000865 test-auc:0.847922±0.007245 
[3585]  train-auc:0.950767±0.000865 test-auc:0.847916±0.007245 
[3586]  train-auc:0.950779±0.000861 test-auc:0.847928±0.007242 
[3587]  train-auc:0.950791±0.000866 test-auc:0.847931±0.007257 
[3588]  train-auc:0.950807±0.000866 test-auc:0.847938±0.007258 
[3589]  train-auc:0.950816±0.000860 test-auc:0.847948±0.007257 
[3590]  train-auc:0.950820±0.000860 test-auc:0.847951±0.007257 
[3591]  train-auc:0.950834±0.000858 test-auc:0.847958±0.007251 
[3592]  train-auc:0.950849±0.000862 test-auc:0.847958±0.007250 
[3593]  train-auc:0.950857±0.000865 test-auc:0.847959±0.007251 
[3594]  train-auc:0.950868±0.000863 test-auc:0.847960±0.007249 
[3595]  train-auc:0.950883±0.000866 test-auc:0.847955±0.007241 
[3596]  train-auc:0.950889±0.000861 test-auc:0.847960±0.007262 
[3597]  train-auc:0.950901±0.000857 test-auc:0.847962±0.007256 
[3598]  train-auc:0.950908±0.000856 test-auc:0.847965±0.007253 
[3599]  train-auc:0.950916±0.000856 test-auc:0.847957±0.007254 
[3600]  train-auc:0.950929±0.000855 test-auc:0.847962±0.007266 
[3601]  train-auc:0.950934±0.000856 test-auc:0.847957±0.007260 
[3602]  train-auc:0.950943±0.000855 test-auc:0.847971±0.007258 
[3603]  train-auc:0.950950±0.000857 test-auc:0.847954±0.007259 
[3604]  train-auc:0.950962±0.000862 test-auc:0.847953±0.007259 
[3605]  train-auc:0.950973±0.000860 test-auc:0.847956±0.007266 
[3606]  train-auc:0.950983±0.000858 test-auc:0.847953±0.007275 
[3607]  train-auc:0.950991±0.000859 test-auc:0.847953±0.007269 
[3608]  train-auc:0.950997±0.000855 test-auc:0.847954±0.007269 
[3609]  train-auc:0.951012±0.000855 test-auc:0.847964±0.007267 
[3610]  train-auc:0.951025±0.000848 test-auc:0.847967±0.007267 
[3611]  train-auc:0.951046±0.000854 test-auc:0.847988±0.007266 
[3612]  train-auc:0.951061±0.000856 test-auc:0.847991±0.007275 
[3613]  train-auc:0.951070±0.000857 test-auc:0.847990±0.007278 
[3614]  train-auc:0.951088±0.000857 test-auc:0.848001±0.007267 
[3615]  train-auc:0.951098±0.000858 test-auc:0.847996±0.007258 
[3616]  train-auc:0.951114±0.000855 test-auc:0.847995±0.007242 
[3617]  train-auc:0.951121±0.000854 test-auc:0.847996±0.007234 
[3618]  train-auc:0.951141±0.000855 test-auc:0.848008±0.007248 
[3619]  train-auc:0.951151±0.000854 test-auc:0.848007±0.007248 
[3620]  train-auc:0.951160±0.000856 test-auc:0.848009±0.007253 
[3621]  train-auc:0.951164±0.000855 test-auc:0.848011±0.007245 
[3622]  train-auc:0.951172±0.000853 test-auc:0.848015±0.007244 
[3623]  train-auc:0.951181±0.000850 test-auc:0.848024±0.007242 
[3624]  train-auc:0.951186±0.000850 test-auc:0.848023±0.007250 
[3625]  train-auc:0.951190±0.000848 test-auc:0.848021±0.007253 
[3626]  train-auc:0.951196±0.000847 test-auc:0.848024±0.007264 
[3627]  train-auc:0.951201±0.000850 test-auc:0.848020±0.007263 
[3628]  train-auc:0.951212±0.000850 test-auc:0.848019±0.007259 
[3629]  train-auc:0.951216±0.000847 test-auc:0.848019±0.007259 
[3630]  train-auc:0.951226±0.000845 test-auc:0.848017±0.007268 
[3631]  train-auc:0.951238±0.000843 test-auc:0.848013±0.007276 
[3632]  train-auc:0.951252±0.000843 test-auc:0.848001±0.007264 
[3633]  train-auc:0.951257±0.000842 test-auc:0.848004±0.007266 
[3634]  train-auc:0.951267±0.000839 test-auc:0.848006±0.007270 
[3635]  train-auc:0.951280±0.000834 test-auc:0.848013±0.007258 
[3636]  train-auc:0.951296±0.000831 test-auc:0.848012±0.007261 
[3637]  train-auc:0.951310±0.000833 test-auc:0.848014±0.007251 
[3638]  train-auc:0.951319±0.000832 test-auc:0.848008±0.007257 
[3639]  train-auc:0.951329±0.000832 test-auc:0.848013±0.007240 
[3640]  train-auc:0.951348±0.000836 test-auc:0.848012±0.007235 
[3641]  train-auc:0.951357±0.000837 test-auc:0.848009±0.007234 
[3642]  train-auc:0.951363±0.000838 test-auc:0.848010±0.007234 
[3643]  train-auc:0.951372±0.000842 test-auc:0.848021±0.007231 
[3644]  train-auc:0.951385±0.000840 test-auc:0.848034±0.007232 
[3645]  train-auc:0.951388±0.000839 test-auc:0.848035±0.007229 
[3646]  train-auc:0.951402±0.000842 test-auc:0.848032±0.007229 
[3647]  train-auc:0.951409±0.000839 test-auc:0.848038±0.007247 
[3648]  train-auc:0.951423±0.000837 test-auc:0.848050±0.007251 
[3649]  train-auc:0.951437±0.000843 test-auc:0.848047±0.007253 
[3650]  train-auc:0.951449±0.000843 test-auc:0.848048±0.007241 
[3651]  train-auc:0.951457±0.000842 test-auc:0.848050±0.007240 
[3652]  train-auc:0.951463±0.000845 test-auc:0.848049±0.007238 
[3653]  train-auc:0.951475±0.000840 test-auc:0.848052±0.007227 
[3654]  train-auc:0.951480±0.000839 test-auc:0.848054±0.007230 
[3655]  train-auc:0.951490±0.000840 test-auc:0.848056±0.007232 
[3656]  train-auc:0.951498±0.000840 test-auc:0.848051±0.007232 
[3657]  train-auc:0.951509±0.000837 test-auc:0.848048±0.007232 
[3658]  train-auc:0.951521±0.000837 test-auc:0.848054±0.007233 
[3659]  train-auc:0.951540±0.000833 test-auc:0.848066±0.007233 
[3660]  train-auc:0.951546±0.000833 test-auc:0.848072±0.007237 
[3661]  train-auc:0.951557±0.000836 test-auc:0.848078±0.007240 
[3662]  train-auc:0.951562±0.000838 test-auc:0.848070±0.007239 
[3663]  train-auc:0.951568±0.000838 test-auc:0.848079±0.007235 
[3664]  train-auc:0.951583±0.000837 test-auc:0.848085±0.007227 
[3665]  train-auc:0.951598±0.000839 test-auc:0.848091±0.007223 
[3666]  train-auc:0.951607±0.000836 test-auc:0.848084±0.007226 
[3667]  train-auc:0.951615±0.000834 test-auc:0.848080±0.007215 
[3668]  train-auc:0.951632±0.000833 test-auc:0.848069±0.007206 
[3669]  train-auc:0.951647±0.000832 test-auc:0.848070±0.007213 
[3670]  train-auc:0.951654±0.000833 test-auc:0.848075±0.007213 
[3671]  train-auc:0.951662±0.000831 test-auc:0.848086±0.007211 
[3672]  train-auc:0.951672±0.000833 test-auc:0.848086±0.007214 
[3673]  train-auc:0.951683±0.000837 test-auc:0.848096±0.007206 
[3674]  train-auc:0.951687±0.000837 test-auc:0.848103±0.007208 
[3675]  train-auc:0.951698±0.000836 test-auc:0.848103±0.007214 
[3676]  train-auc:0.951709±0.000832 test-auc:0.848101±0.007223 
[3677]  train-auc:0.951721±0.000831 test-auc:0.848098±0.007231 
[3678]  train-auc:0.951728±0.000834 test-auc:0.848100±0.007232 
[3679]  train-auc:0.951735±0.000832 test-auc:0.848099±0.007230 
[3680]  train-auc:0.951750±0.000833 test-auc:0.848090±0.007237 
[3681]  train-auc:0.951757±0.000832 test-auc:0.848097±0.007227 
[3682]  train-auc:0.951762±0.000832 test-auc:0.848096±0.007232 
[3683]  train-auc:0.951782±0.000825 test-auc:0.848092±0.007229 
[3684]  train-auc:0.951790±0.000824 test-auc:0.848096±0.007213 
[3685]  train-auc:0.951802±0.000824 test-auc:0.848100±0.007216 
[3686]  train-auc:0.951818±0.000826 test-auc:0.848109±0.007209 
[3687]  train-auc:0.951823±0.000825 test-auc:0.848119±0.007211 
[3688]  train-auc:0.951828±0.000825 test-auc:0.848116±0.007215 
[3689]  train-auc:0.951840±0.000825 test-auc:0.848112±0.007229 
[3690]  train-auc:0.951845±0.000826 test-auc:0.848112±0.007239 
[3691]  train-auc:0.951859±0.000832 test-auc:0.848113±0.007235 
[3692]  train-auc:0.951864±0.000831 test-auc:0.848114±0.007243 
[3693]  train-auc:0.951869±0.000831 test-auc:0.848116±0.007245 
[3694]  train-auc:0.951880±0.000833 test-auc:0.848107±0.007250 
[3695]  train-auc:0.951885±0.000832 test-auc:0.848110±0.007245 
[3696]  train-auc:0.951891±0.000834 test-auc:0.848116±0.007248 
[3697]  train-auc:0.951906±0.000837 test-auc:0.848116±0.007251 
[3698]  train-auc:0.951919±0.000836 test-auc:0.848118±0.007241 
[3699]  train-auc:0.951928±0.000835 test-auc:0.848120±0.007222 
[3700]  train-auc:0.951941±0.000836 test-auc:0.848124±0.007221 
[3701]  train-auc:0.951949±0.000838 test-auc:0.848123±0.007222 
[3702]  train-auc:0.951957±0.000837 test-auc:0.848114±0.007223 
[3703]  train-auc:0.951968±0.000833 test-auc:0.848120±0.007215 
[3704]  train-auc:0.951978±0.000830 test-auc:0.848125±0.007219 
[3705]  train-auc:0.951989±0.000831 test-auc:0.848130±0.007214 
[3706]  train-auc:0.951995±0.000832 test-auc:0.848131±0.007213 
[3707]  train-auc:0.951999±0.000832 test-auc:0.848132±0.007217 
[3708]  train-auc:0.952024±0.000829 test-auc:0.848134±0.007204 
[3709]  train-auc:0.952030±0.000826 test-auc:0.848142±0.007203 
[3710]  train-auc:0.952041±0.000823 test-auc:0.848139±0.007210 
[3711]  train-auc:0.952053±0.000823 test-auc:0.848146±0.007208 
[3712]  train-auc:0.952073±0.000823 test-auc:0.848140±0.007210 
[3713]  train-auc:0.952078±0.000824 test-auc:0.848131±0.007215 
[3714]  train-auc:0.952085±0.000826 test-auc:0.848124±0.007207 
[3715]  train-auc:0.952094±0.000828 test-auc:0.848131±0.007204 
[3716]  train-auc:0.952097±0.000830 test-auc:0.848139±0.007203 
[3717]  train-auc:0.952113±0.000829 test-auc:0.848147±0.007203 
[3718]  train-auc:0.952120±0.000827 test-auc:0.848147±0.007216 
[3719]  train-auc:0.952132±0.000829 test-auc:0.848150±0.007227 
[3720]  train-auc:0.952140±0.000828 test-auc:0.848158±0.007232 
[3721]  train-auc:0.952151±0.000830 test-auc:0.848158±0.007231 
[3722]  train-auc:0.952158±0.000826 test-auc:0.848148±0.007216 
[3723]  train-auc:0.952170±0.000823 test-auc:0.848141±0.007217 
[3724]  train-auc:0.952190±0.000816 test-auc:0.848143±0.007207 
[3725]  train-auc:0.952195±0.000819 test-auc:0.848144±0.007209 
[3726]  train-auc:0.952201±0.000820 test-auc:0.848143±0.007207 
[3727]  train-auc:0.952210±0.000817 test-auc:0.848147±0.007212 
[3728]  train-auc:0.952221±0.000813 test-auc:0.848153±0.007215 
[3729]  train-auc:0.952231±0.000809 test-auc:0.848153±0.007215 
[3730]  train-auc:0.952238±0.000807 test-auc:0.848147±0.007224 
[3731]  train-auc:0.952254±0.000812 test-auc:0.848147±0.007220 
[3732]  train-auc:0.952261±0.000812 test-auc:0.848143±0.007222 
[3733]  train-auc:0.952269±0.000813 test-auc:0.848146±0.007221 
[3734]  train-auc:0.952283±0.000811 test-auc:0.848152±0.007227 
[3735]  train-auc:0.952299±0.000808 test-auc:0.848158±0.007226 
[3736]  train-auc:0.952303±0.000808 test-auc:0.848159±0.007214 
[3737]  train-auc:0.952311±0.000808 test-auc:0.848153±0.007214 
[3738]  train-auc:0.952330±0.000810 test-auc:0.848157±0.007212 
[3739]  train-auc:0.952342±0.000811 test-auc:0.848160±0.007218 
[3740]  train-auc:0.952350±0.000812 test-auc:0.848152±0.007217 
[3741]  train-auc:0.952366±0.000817 test-auc:0.848150±0.007210 
[3742]  train-auc:0.952376±0.000815 test-auc:0.848150±0.007211 
[3743]  train-auc:0.952384±0.000812 test-auc:0.848167±0.007218 
[3744]  train-auc:0.952392±0.000815 test-auc:0.848163±0.007222 
[3745]  train-auc:0.952397±0.000815 test-auc:0.848157±0.007220 
[3746]  train-auc:0.952408±0.000814 test-auc:0.848159±0.007220 
[3747]  train-auc:0.952414±0.000814 test-auc:0.848164±0.007207 
[3748]  train-auc:0.952429±0.000816 test-auc:0.848151±0.007201 
[3749]  train-auc:0.952441±0.000815 test-auc:0.848152±0.007203 
[3750]  train-auc:0.952451±0.000819 test-auc:0.848150±0.007200 
[3751]  train-auc:0.952458±0.000818 test-auc:0.848156±0.007191 
[3752]  train-auc:0.952461±0.000817 test-auc:0.848151±0.007187 
[3753]  train-auc:0.952467±0.000816 test-auc:0.848150±0.007195 
[3754]  train-auc:0.952475±0.000817 test-auc:0.848151±0.007201 
[3755]  train-auc:0.952492±0.000816 test-auc:0.848167±0.007218 
[3756]  train-auc:0.952499±0.000813 test-auc:0.848174±0.007214 
[3757]  train-auc:0.952503±0.000813 test-auc:0.848173±0.007220 
[3758]  train-auc:0.952519±0.000817 test-auc:0.848170±0.007228 
[3759]  train-auc:0.952532±0.000816 test-auc:0.848181±0.007225 
[3760]  train-auc:0.952537±0.000816 test-auc:0.848173±0.007211 
[3761]  train-auc:0.952541±0.000816 test-auc:0.848171±0.007214 
[3762]  train-auc:0.952546±0.000815 test-auc:0.848171±0.007214 
[3763]  train-auc:0.952554±0.000815 test-auc:0.848177±0.007215 
[3764]  train-auc:0.952559±0.000815 test-auc:0.848174±0.007218 
[3765]  train-auc:0.952571±0.000811 test-auc:0.848187±0.007231 
[3766]  train-auc:0.952582±0.000807 test-auc:0.848192±0.007229 
[3767]  train-auc:0.952588±0.000807 test-auc:0.848192±0.007219 
[3768]  train-auc:0.952598±0.000807 test-auc:0.848188±0.007227 
[3769]  train-auc:0.952605±0.000808 test-auc:0.848189±0.007226 
[3770]  train-auc:0.952614±0.000806 test-auc:0.848193±0.007230 
[3771]  train-auc:0.952627±0.000801 test-auc:0.848198±0.007240 
[3772]  train-auc:0.952639±0.000798 test-auc:0.848199±0.007226 
[3773]  train-auc:0.952648±0.000799 test-auc:0.848205±0.007219 
[3774]  train-auc:0.952654±0.000799 test-auc:0.848212±0.007221 
[3775]  train-auc:0.952659±0.000799 test-auc:0.848215±0.007223 
[3776]  train-auc:0.952668±0.000798 test-auc:0.848207±0.007223 
[3777]  train-auc:0.952672±0.000799 test-auc:0.848212±0.007217 
[3778]  train-auc:0.952681±0.000800 test-auc:0.848214±0.007216 
[3779]  train-auc:0.952690±0.000799 test-auc:0.848219±0.007219 
[3780]  train-auc:0.952706±0.000804 test-auc:0.848230±0.007210 
[3781]  train-auc:0.952711±0.000803 test-auc:0.848230±0.007216 
[3782]  train-auc:0.952727±0.000801 test-auc:0.848244±0.007208 
[3783]  train-auc:0.952738±0.000802 test-auc:0.848251±0.007222 
[3784]  train-auc:0.952748±0.000801 test-auc:0.848250±0.007221 
[3785]  train-auc:0.952764±0.000797 test-auc:0.848246±0.007207 
[3786]  train-auc:0.952773±0.000801 test-auc:0.848248±0.007207 
[3787]  train-auc:0.952783±0.000799 test-auc:0.848259±0.007204 
[3788]  train-auc:0.952793±0.000798 test-auc:0.848269±0.007208 
[3789]  train-auc:0.952799±0.000800 test-auc:0.848274±0.007211 
[3790]  train-auc:0.952805±0.000800 test-auc:0.848277±0.007204 
[3791]  train-auc:0.952812±0.000799 test-auc:0.848275±0.007206 
[3792]  train-auc:0.952818±0.000798 test-auc:0.848276±0.007209 
[3793]  train-auc:0.952824±0.000797 test-auc:0.848280±0.007211 
[3794]  train-auc:0.952835±0.000798 test-auc:0.848286±0.007211 
[3795]  train-auc:0.952843±0.000798 test-auc:0.848277±0.007221 
[3796]  train-auc:0.952853±0.000796 test-auc:0.848275±0.007217 
[3797]  train-auc:0.952861±0.000796 test-auc:0.848274±0.007224 
[3798]  train-auc:0.952869±0.000798 test-auc:0.848279±0.007225 
[3799]  train-auc:0.952875±0.000799 test-auc:0.848280±0.007224 
[3800]  train-auc:0.952891±0.000797 test-auc:0.848287±0.007228 
[3801]  train-auc:0.952897±0.000798 test-auc:0.848288±0.007240 
[3802]  train-auc:0.952910±0.000796 test-auc:0.848293±0.007233 
[3803]  train-auc:0.952922±0.000798 test-auc:0.848297±0.007230 
[3804]  train-auc:0.952937±0.000805 test-auc:0.848298±0.007225 
[3805]  train-auc:0.952941±0.000803 test-auc:0.848300±0.007234 
[3806]  train-auc:0.952946±0.000803 test-auc:0.848307±0.007233 
[3807]  train-auc:0.952954±0.000807 test-auc:0.848313±0.007231 
[3808]  train-auc:0.952968±0.000804 test-auc:0.848312±0.007231 
[3809]  train-auc:0.952977±0.000802 test-auc:0.848319±0.007235 
[3810]  train-auc:0.952982±0.000802 test-auc:0.848318±0.007244 
[3811]  train-auc:0.952988±0.000804 test-auc:0.848323±0.007233 
[3812]  train-auc:0.953001±0.000799 test-auc:0.848335±0.007241 
[3813]  train-auc:0.953019±0.000795 test-auc:0.848342±0.007240 
[3814]  train-auc:0.953035±0.000792 test-auc:0.848349±0.007242 
[3815]  train-auc:0.953039±0.000791 test-auc:0.848349±0.007238 
[3816]  train-auc:0.953045±0.000790 test-auc:0.848343±0.007246 
[3817]  train-auc:0.953059±0.000792 test-auc:0.848353±0.007242 
[3818]  train-auc:0.953065±0.000791 test-auc:0.848353±0.007231 
[3819]  train-auc:0.953074±0.000788 test-auc:0.848351±0.007232 
[3820]  train-auc:0.953079±0.000788 test-auc:0.848349±0.007232 
[3821]  train-auc:0.953094±0.000793 test-auc:0.848344±0.007234 
[3822]  train-auc:0.953111±0.000789 test-auc:0.848350±0.007245 
[3823]  train-auc:0.953120±0.000787 test-auc:0.848375±0.007243 
[3824]  train-auc:0.953128±0.000789 test-auc:0.848383±0.007244 
[3825]  train-auc:0.953148±0.000790 test-auc:0.848389±0.007257 
[3826]  train-auc:0.953156±0.000790 test-auc:0.848387±0.007255 
[3827]  train-auc:0.953166±0.000788 test-auc:0.848382±0.007252 
[3828]  train-auc:0.953172±0.000788 test-auc:0.848387±0.007253 
[3829]  train-auc:0.953178±0.000790 test-auc:0.848386±0.007249 
[3830]  train-auc:0.953182±0.000787 test-auc:0.848384±0.007243 
[3831]  train-auc:0.953194±0.000792 test-auc:0.848391±0.007233 
[3832]  train-auc:0.953207±0.000794 test-auc:0.848407±0.007242 
[3833]  train-auc:0.953219±0.000794 test-auc:0.848406±0.007241 
[3834]  train-auc:0.953230±0.000794 test-auc:0.848405±0.007238 
[3835]  train-auc:0.953238±0.000797 test-auc:0.848405±0.007237 
[3836]  train-auc:0.953244±0.000799 test-auc:0.848405±0.007237 
[3837]  train-auc:0.953260±0.000799 test-auc:0.848412±0.007234 
[3838]  train-auc:0.953268±0.000801 test-auc:0.848404±0.007243 
[3839]  train-auc:0.953280±0.000800 test-auc:0.848403±0.007236 
[3840]  train-auc:0.953289±0.000799 test-auc:0.848409±0.007247 
[3841]  train-auc:0.953293±0.000796 test-auc:0.848406±0.007251 
[3842]  train-auc:0.953307±0.000794 test-auc:0.848414±0.007254 
[3843]  train-auc:0.953311±0.000793 test-auc:0.848416±0.007255 
[3844]  train-auc:0.953319±0.000790 test-auc:0.848415±0.007271 
[3845]  train-auc:0.953329±0.000786 test-auc:0.848420±0.007258 
[3846]  train-auc:0.953338±0.000787 test-auc:0.848427±0.007251 
[3847]  train-auc:0.953348±0.000790 test-auc:0.848410±0.007254 
[3848]  train-auc:0.953357±0.000793 test-auc:0.848417±0.007250 
[3849]  train-auc:0.953368±0.000790 test-auc:0.848427±0.007235 
[3850]  train-auc:0.953372±0.000788 test-auc:0.848430±0.007234 
[3851]  train-auc:0.953383±0.000786 test-auc:0.848435±0.007235 
[3852]  train-auc:0.953389±0.000786 test-auc:0.848437±0.007233 
[3853]  train-auc:0.953397±0.000785 test-auc:0.848437±0.007246 
[3854]  train-auc:0.953414±0.000785 test-auc:0.848445±0.007236 
[3855]  train-auc:0.953446±0.000780 test-auc:0.848474±0.007236 
[3856]  train-auc:0.953453±0.000781 test-auc:0.848465±0.007221 
[3857]  train-auc:0.953462±0.000780 test-auc:0.848475±0.007213 
[3858]  train-auc:0.953469±0.000781 test-auc:0.848479±0.007217 
[3859]  train-auc:0.953476±0.000781 test-auc:0.848487±0.007204 
[3860]  train-auc:0.953483±0.000783 test-auc:0.848483±0.007207 
[3861]  train-auc:0.953487±0.000782 test-auc:0.848486±0.007208 
[3862]  train-auc:0.953503±0.000779 test-auc:0.848495±0.007212 
[3863]  train-auc:0.953512±0.000780 test-auc:0.848493±0.007207 
[3864]  train-auc:0.953527±0.000778 test-auc:0.848489±0.007228 
[3865]  train-auc:0.953539±0.000778 test-auc:0.848495±0.007224 
[3866]  train-auc:0.953545±0.000777 test-auc:0.848504±0.007226 
[3867]  train-auc:0.953553±0.000776 test-auc:0.848502±0.007212 
[3868]  train-auc:0.953560±0.000775 test-auc:0.848507±0.007218 
[3869]  train-auc:0.953567±0.000778 test-auc:0.848513±0.007226 
[3870]  train-auc:0.953574±0.000782 test-auc:0.848504±0.007226 
[3871]  train-auc:0.953583±0.000785 test-auc:0.848503±0.007224 
[3872]  train-auc:0.953594±0.000786 test-auc:0.848509±0.007231 
[3873]  train-auc:0.953603±0.000783 test-auc:0.848513±0.007228 
[3874]  train-auc:0.953606±0.000782 test-auc:0.848515±0.007218 
[3875]  train-auc:0.953612±0.000783 test-auc:0.848520±0.007238 
[3876]  train-auc:0.953622±0.000780 test-auc:0.848516±0.007228 
[3877]  train-auc:0.953626±0.000779 test-auc:0.848513±0.007225 
[3878]  train-auc:0.953637±0.000777 test-auc:0.848522±0.007234 
[3879]  train-auc:0.953646±0.000780 test-auc:0.848528±0.007237 
[3880]  train-auc:0.953654±0.000775 test-auc:0.848523±0.007235 
[3881]  train-auc:0.953662±0.000775 test-auc:0.848523±0.007233 
[3882]  train-auc:0.953669±0.000775 test-auc:0.848521±0.007240 
[3883]  train-auc:0.953675±0.000772 test-auc:0.848531±0.007235 
[3884]  train-auc:0.953703±0.000770 test-auc:0.848541±0.007243 
[3885]  train-auc:0.953712±0.000772 test-auc:0.848544±0.007230 
[3886]  train-auc:0.953732±0.000775 test-auc:0.848549±0.007229 
[3887]  train-auc:0.953746±0.000780 test-auc:0.848563±0.007226 
[3888]  train-auc:0.953764±0.000781 test-auc:0.848576±0.007228 
[3889]  train-auc:0.953770±0.000784 test-auc:0.848577±0.007233 
[3890]  train-auc:0.953774±0.000783 test-auc:0.848582±0.007227 
[3891]  train-auc:0.953790±0.000780 test-auc:0.848586±0.007225 
[3892]  train-auc:0.953802±0.000784 test-auc:0.848591±0.007224 
[3893]  train-auc:0.953812±0.000785 test-auc:0.848590±0.007222 
[3894]  train-auc:0.953832±0.000784 test-auc:0.848601±0.007228 
[3895]  train-auc:0.953850±0.000784 test-auc:0.848602±0.007235 
[3896]  train-auc:0.953855±0.000785 test-auc:0.848608±0.007236 
[3897]  train-auc:0.953864±0.000786 test-auc:0.848605±0.007231 
[3898]  train-auc:0.953875±0.000783 test-auc:0.848606±0.007237 
[3899]  train-auc:0.953894±0.000781 test-auc:0.848597±0.007237 
[3900]  train-auc:0.953901±0.000782 test-auc:0.848603±0.007231 
[3901]  train-auc:0.953907±0.000781 test-auc:0.848602±0.007235 
[3902]  train-auc:0.953920±0.000779 test-auc:0.848613±0.007248 
[3903]  train-auc:0.953927±0.000777 test-auc:0.848610±0.007244 
[3904]  train-auc:0.953947±0.000779 test-auc:0.848622±0.007235 
[3905]  train-auc:0.953953±0.000775 test-auc:0.848612±0.007237 
[3906]  train-auc:0.953968±0.000769 test-auc:0.848624±0.007257 
[3907]  train-auc:0.953976±0.000769 test-auc:0.848632±0.007257 
[3908]  train-auc:0.953986±0.000772 test-auc:0.848636±0.007256 
[3909]  train-auc:0.953996±0.000768 test-auc:0.848643±0.007252 
[3910]  train-auc:0.954008±0.000766 test-auc:0.848652±0.007261 
[3911]  train-auc:0.954026±0.000769 test-auc:0.848661±0.007255 
[3912]  train-auc:0.954042±0.000770 test-auc:0.848670±0.007254 
[3913]  train-auc:0.954051±0.000769 test-auc:0.848672±0.007251 
[3914]  train-auc:0.954057±0.000771 test-auc:0.848673±0.007254 
[3915]  train-auc:0.954064±0.000769 test-auc:0.848673±0.007259 
[3916]  train-auc:0.954075±0.000767 test-auc:0.848677±0.007256 
[3917]  train-auc:0.954081±0.000765 test-auc:0.848684±0.007271 
[3918]  train-auc:0.954093±0.000765 test-auc:0.848692±0.007261 
[3919]  train-auc:0.954101±0.000759 test-auc:0.848690±0.007262 
[3920]  train-auc:0.954110±0.000758 test-auc:0.848687±0.007258 
[3921]  train-auc:0.954128±0.000763 test-auc:0.848699±0.007249 
[3922]  train-auc:0.954143±0.000765 test-auc:0.848698±0.007249 
[3923]  train-auc:0.954158±0.000772 test-auc:0.848701±0.007243 
[3924]  train-auc:0.954173±0.000772 test-auc:0.848701±0.007240 
[3925]  train-auc:0.954178±0.000771 test-auc:0.848697±0.007246 
[3926]  train-auc:0.954192±0.000772 test-auc:0.848703±0.007228 
[3927]  train-auc:0.954197±0.000770 test-auc:0.848713±0.007236 
[3928]  train-auc:0.954207±0.000770 test-auc:0.848732±0.007235 
[3929]  train-auc:0.954214±0.000768 test-auc:0.848733±0.007242 
[3930]  train-auc:0.954223±0.000764 test-auc:0.848730±0.007240 
[3931]  train-auc:0.954230±0.000767 test-auc:0.848728±0.007244 
[3932]  train-auc:0.954237±0.000766 test-auc:0.848724±0.007252 
[3933]  train-auc:0.954243±0.000765 test-auc:0.848729±0.007247 
[3934]  train-auc:0.954255±0.000770 test-auc:0.848731±0.007232 
[3935]  train-auc:0.954261±0.000768 test-auc:0.848732±0.007232 
[3936]  train-auc:0.954270±0.000771 test-auc:0.848733±0.007226 
[3937]  train-auc:0.954275±0.000769 test-auc:0.848740±0.007228 
[3938]  train-auc:0.954285±0.000772 test-auc:0.848744±0.007229 
[3939]  train-auc:0.954293±0.000770 test-auc:0.848743±0.007232 
[3940]  train-auc:0.954297±0.000771 test-auc:0.848748±0.007224 
[3941]  train-auc:0.954315±0.000766 test-auc:0.848752±0.007216 
[3942]  train-auc:0.954330±0.000766 test-auc:0.848768±0.007216 
[3943]  train-auc:0.954335±0.000765 test-auc:0.848771±0.007213 
[3944]  train-auc:0.954339±0.000766 test-auc:0.848768±0.007209 
[3945]  train-auc:0.954343±0.000766 test-auc:0.848771±0.007210 
[3946]  train-auc:0.954349±0.000766 test-auc:0.848766±0.007214 
[3947]  train-auc:0.954351±0.000766 test-auc:0.848765±0.007215 
[3948]  train-auc:0.954355±0.000765 test-auc:0.848769±0.007213 
[3949]  train-auc:0.954360±0.000764 test-auc:0.848767±0.007221 
[3950]  train-auc:0.954366±0.000764 test-auc:0.848765±0.007228 
[3951]  train-auc:0.954374±0.000765 test-auc:0.848761±0.007234 
[3952]  train-auc:0.954380±0.000764 test-auc:0.848762±0.007236 
[3953]  train-auc:0.954390±0.000762 test-auc:0.848770±0.007239 
[3954]  train-auc:0.954401±0.000760 test-auc:0.848756±0.007241 
[3955]  train-auc:0.954406±0.000759 test-auc:0.848753±0.007241 
[3956]  train-auc:0.954417±0.000763 test-auc:0.848766±0.007229 
[3957]  train-auc:0.954429±0.000762 test-auc:0.848773±0.007222 
[3958]  train-auc:0.954444±0.000758 test-auc:0.848783±0.007216 
[3959]  train-auc:0.954458±0.000763 test-auc:0.848789±0.007223 
[3960]  train-auc:0.954463±0.000762 test-auc:0.848791±0.007222 
[3961]  train-auc:0.954473±0.000767 test-auc:0.848791±0.007216 
[3962]  train-auc:0.954484±0.000763 test-auc:0.848793±0.007223 
[3963]  train-auc:0.954502±0.000775 test-auc:0.848807±0.007228 
[3964]  train-auc:0.954509±0.000777 test-auc:0.848817±0.007224 
[3965]  train-auc:0.954520±0.000781 test-auc:0.848826±0.007226 
[3966]  train-auc:0.954530±0.000783 test-auc:0.848826±0.007220 
[3967]  train-auc:0.954543±0.000788 test-auc:0.848832±0.007221 
[3968]  train-auc:0.954553±0.000789 test-auc:0.848839±0.007227 
[3969]  train-auc:0.954560±0.000788 test-auc:0.848841±0.007229 
[3970]  train-auc:0.954568±0.000787 test-auc:0.848842±0.007230 
[3971]  train-auc:0.954574±0.000787 test-auc:0.848836±0.007218 
[3972]  train-auc:0.954588±0.000789 test-auc:0.848838±0.007211 
[3973]  train-auc:0.954602±0.000787 test-auc:0.848834±0.007217 
[3974]  train-auc:0.954607±0.000792 test-auc:0.848839±0.007218 
[3975]  train-auc:0.954622±0.000801 test-auc:0.848835±0.007207 
[3976]  train-auc:0.954637±0.000812 test-auc:0.848848±0.007207 
[3977]  train-auc:0.954646±0.000811 test-auc:0.848846±0.007216 
[3978]  train-auc:0.954651±0.000807 test-auc:0.848847±0.007215 
[3979]  train-auc:0.954657±0.000808 test-auc:0.848840±0.007218 
[3980]  train-auc:0.954669±0.000813 test-auc:0.848840±0.007225 
[3981]  train-auc:0.954679±0.000817 test-auc:0.848853±0.007211 
[3982]  train-auc:0.954695±0.000820 test-auc:0.848856±0.007218 
[3983]  train-auc:0.954703±0.000824 test-auc:0.848863±0.007208 
[3984]  train-auc:0.954710±0.000824 test-auc:0.848867±0.007217 
[3985]  train-auc:0.954718±0.000827 test-auc:0.848874±0.007214 
[3986]  train-auc:0.954730±0.000830 test-auc:0.848874±0.007214 
[3987]  train-auc:0.954745±0.000828 test-auc:0.848886±0.007210 
[3988]  train-auc:0.954751±0.000829 test-auc:0.848886±0.007221 
[3989]  train-auc:0.954765±0.000831 test-auc:0.848887±0.007222 
[3990]  train-auc:0.954780±0.000836 test-auc:0.848884±0.007213 
[3991]  train-auc:0.954793±0.000843 test-auc:0.848893±0.007214 
[3992]  train-auc:0.954801±0.000846 test-auc:0.848898±0.007209 
[3993]  train-auc:0.954809±0.000852 test-auc:0.848899±0.007204 
[3994]  train-auc:0.954821±0.000855 test-auc:0.848894±0.007197 
[3995]  train-auc:0.954829±0.000859 test-auc:0.848892±0.007198 
[3996]  train-auc:0.954842±0.000865 test-auc:0.848887±0.007203 
[3997]  train-auc:0.954851±0.000864 test-auc:0.848886±0.007207 
[3998]  train-auc:0.954859±0.000866 test-auc:0.848890±0.007208 
[3999]  train-auc:0.954868±0.000867 test-auc:0.848898±0.007197 
[4000]  train-auc:0.954878±0.000872 test-auc:0.848895±0.007190 
[4001]  train-auc:0.954888±0.000873 test-auc:0.848893±0.007197 
[4002]  train-auc:0.954903±0.000876 test-auc:0.848898±0.007205 
[4003]  train-auc:0.954916±0.000880 test-auc:0.848895±0.007210 
[4004]  train-auc:0.954919±0.000879 test-auc:0.848890±0.007206 
[4005]  train-auc:0.954929±0.000886 test-auc:0.848888±0.007209 
[4006]  train-auc:0.954937±0.000893 test-auc:0.848888±0.007205 
[4007]  train-auc:0.954951±0.000897 test-auc:0.848893±0.007201 
[4008]  train-auc:0.954954±0.000896 test-auc:0.848903±0.007200 
[4009]  train-auc:0.954964±0.000898 test-auc:0.848902±0.007196 
[4010]  train-auc:0.954974±0.000898 test-auc:0.848913±0.007200 
[4011]  train-auc:0.954986±0.000909 test-auc:0.848911±0.007192 
[4012]  train-auc:0.954996±0.000915 test-auc:0.848915±0.007179 
[4013]  train-auc:0.955004±0.000919 test-auc:0.848914±0.007178 
[4014]  train-auc:0.955010±0.000921 test-auc:0.848912±0.007173 
[4015]  train-auc:0.955023±0.000924 test-auc:0.848909±0.007168 
[4016]  train-auc:0.955033±0.000923 test-auc:0.848907±0.007163 
[4017]  train-auc:0.955043±0.000919 test-auc:0.848905±0.007160 
[4018]  train-auc:0.955050±0.000921 test-auc:0.848900±0.007168 
[4019]  train-auc:0.955055±0.000920 test-auc:0.848906±0.007166 
[4020]  train-auc:0.955069±0.000924 test-auc:0.848912±0.007166 
[4021]  train-auc:0.955086±0.000929 test-auc:0.848918±0.007171 
[4022]  train-auc:0.955095±0.000927 test-auc:0.848915±0.007190 
[4023]  train-auc:0.955099±0.000928 test-auc:0.848918±0.007189 
[4024]  train-auc:0.955108±0.000934 test-auc:0.848917±0.007192 
[4025]  train-auc:0.955112±0.000934 test-auc:0.848921±0.007189 
[4026]  train-auc:0.955128±0.000939 test-auc:0.848929±0.007180 
[4027]  train-auc:0.955146±0.000940 test-auc:0.848935±0.007188 
[4028]  train-auc:0.955163±0.000940 test-auc:0.848938±0.007193 
[4029]  train-auc:0.955170±0.000942 test-auc:0.848942±0.007190 
[4030]  train-auc:0.955177±0.000944 test-auc:0.848934±0.007196 
[4031]  train-auc:0.955185±0.000947 test-auc:0.848941±0.007196 
[4032]  train-auc:0.955190±0.000950 test-auc:0.848937±0.007197 
[4033]  train-auc:0.955200±0.000950 test-auc:0.848942±0.007200 
[4034]  train-auc:0.955208±0.000952 test-auc:0.848937±0.007195 
[4035]  train-auc:0.955219±0.000952 test-auc:0.848938±0.007196 
[4036]  train-auc:0.955229±0.000949 test-auc:0.848948±0.007189 
[4037]  train-auc:0.955239±0.000951 test-auc:0.848951±0.007178 
[4038]  train-auc:0.955253±0.000942 test-auc:0.848951±0.007188 
[4039]  train-auc:0.955259±0.000944 test-auc:0.848950±0.007197 
[4040]  train-auc:0.955262±0.000944 test-auc:0.848952±0.007193 
[4041]  train-auc:0.955275±0.000946 test-auc:0.848951±0.007205 
[4042]  train-auc:0.955282±0.000945 test-auc:0.848957±0.007214 
[4043]  train-auc:0.955291±0.000944 test-auc:0.848959±0.007213 
[4044]  train-auc:0.955301±0.000946 test-auc:0.848965±0.007211 
[4045]  train-auc:0.955317±0.000951 test-auc:0.848967±0.007212 
[4046]  train-auc:0.955328±0.000950 test-auc:0.848971±0.007220 
[4047]  train-auc:0.955337±0.000954 test-auc:0.848995±0.007217 
[4048]  train-auc:0.955341±0.000955 test-auc:0.848991±0.007212 
[4049]  train-auc:0.955348±0.000954 test-auc:0.848999±0.007212 
[4050]  train-auc:0.955360±0.000953 test-auc:0.849005±0.007211 
[4051]  train-auc:0.955363±0.000951 test-auc:0.849005±0.007219 
[4052]  train-auc:0.955369±0.000954 test-auc:0.849005±0.007229 
[4053]  train-auc:0.955386±0.000957 test-auc:0.849004±0.007236 
[4054]  train-auc:0.955392±0.000963 test-auc:0.848997±0.007230 
[4055]  train-auc:0.955398±0.000963 test-auc:0.848998±0.007230 
[4056]  train-auc:0.955412±0.000962 test-auc:0.848995±0.007233 
[4057]  train-auc:0.955421±0.000961 test-auc:0.848994±0.007235 
[4058]  train-auc:0.955428±0.000964 test-auc:0.848994±0.007224 
[4059]  train-auc:0.955438±0.000967 test-auc:0.848995±0.007230 
[4060]  train-auc:0.955444±0.000966 test-auc:0.848998±0.007235 
[4061]  train-auc:0.955453±0.000966 test-auc:0.849004±0.007238 
[4062]  train-auc:0.955459±0.000964 test-auc:0.849014±0.007238 
[4063]  train-auc:0.955466±0.000964 test-auc:0.849014±0.007222 
[4064]  train-auc:0.955478±0.000969 test-auc:0.849021±0.007221 
[4065]  train-auc:0.955485±0.000967 test-auc:0.849012±0.007217 
[4066]  train-auc:0.955494±0.000971 test-auc:0.849006±0.007220 
[4067]  train-auc:0.955505±0.000969 test-auc:0.849012±0.007222 
[4068]  train-auc:0.955509±0.000971 test-auc:0.849013±0.007221 
[4069]  train-auc:0.955516±0.000970 test-auc:0.849012±0.007225 
[4070]  train-auc:0.955530±0.000967 test-auc:0.849021±0.007239 
[4071]  train-auc:0.955534±0.000972 test-auc:0.849022±0.007238 
[4072]  train-auc:0.955551±0.000971 test-auc:0.849031±0.007241 
[4073]  train-auc:0.955563±0.000974 test-auc:0.849038±0.007235 
[4074]  train-auc:0.955568±0.000975 test-auc:0.849044±0.007237 
[4075]  train-auc:0.955572±0.000973 test-auc:0.849045±0.007239 
[4076]  train-auc:0.955578±0.000972 test-auc:0.849049±0.007232 
[4077]  train-auc:0.955587±0.000974 test-auc:0.849038±0.007232 
[4078]  train-auc:0.955600±0.000971 test-auc:0.849037±0.007236 
[4079]  train-auc:0.955605±0.000970 test-auc:0.849044±0.007215 
[4080]  train-auc:0.955624±0.000973 test-auc:0.849050±0.007220 
[4081]  train-auc:0.955627±0.000972 test-auc:0.849054±0.007220 
[4082]  train-auc:0.955639±0.000971 test-auc:0.849063±0.007225 
[4083]  train-auc:0.955654±0.000968 test-auc:0.849074±0.007237 
[4084]  train-auc:0.955659±0.000970 test-auc:0.849072±0.007236 
[4085]  train-auc:0.955664±0.000970 test-auc:0.849075±0.007241 
[4086]  train-auc:0.955674±0.000973 test-auc:0.849080±0.007242 
[4087]  train-auc:0.955680±0.000974 test-auc:0.849081±0.007245 
[4088]  train-auc:0.955687±0.000977 test-auc:0.849084±0.007246 
[4089]  train-auc:0.955691±0.000975 test-auc:0.849085±0.007253 
[4090]  train-auc:0.955703±0.000975 test-auc:0.849100±0.007250 
[4091]  train-auc:0.955708±0.000973 test-auc:0.849100±0.007257 
[4092]  train-auc:0.955712±0.000976 test-auc:0.849094±0.007259 
[4093]  train-auc:0.955718±0.000975 test-auc:0.849085±0.007254 
[4094]  train-auc:0.955728±0.000980 test-auc:0.849079±0.007260 
[4095]  train-auc:0.955734±0.000981 test-auc:0.849078±0.007259 
[4096]  train-auc:0.955747±0.000984 test-auc:0.849088±0.007250 
[4097]  train-auc:0.955759±0.000986 test-auc:0.849098±0.007248 
[4098]  train-auc:0.955763±0.000986 test-auc:0.849100±0.007244 
[4099]  train-auc:0.955766±0.000986 test-auc:0.849101±0.007247 
[4100]  train-auc:0.955780±0.000989 test-auc:0.849097±0.007251 
[4101]  train-auc:0.955793±0.000985 test-auc:0.849100±0.007270 
[4102]  train-auc:0.955802±0.000984 test-auc:0.849098±0.007267 
[4103]  train-auc:0.955811±0.000987 test-auc:0.849099±0.007260 
[4104]  train-auc:0.955826±0.000984 test-auc:0.849106±0.007262 
[4105]  train-auc:0.955836±0.000986 test-auc:0.849107±0.007276 
[4106]  train-auc:0.955849±0.000986 test-auc:0.849113±0.007274 
[4107]  train-auc:0.955857±0.000989 test-auc:0.849118±0.007278 
[4108]  train-auc:0.955862±0.000988 test-auc:0.849124±0.007272 
[4109]  train-auc:0.955876±0.000987 test-auc:0.849124±0.007268 
[4110]  train-auc:0.955884±0.000987 test-auc:0.849116±0.007274 
[4111]  train-auc:0.955889±0.000987 test-auc:0.849124±0.007265 
[4112]  train-auc:0.955892±0.000987 test-auc:0.849121±0.007270 
[4113]  train-auc:0.955905±0.000982 test-auc:0.849122±0.007266 
[4114]  train-auc:0.955910±0.000982 test-auc:0.849116±0.007262 
[4115]  train-auc:0.955924±0.000979 test-auc:0.849129±0.007273 
[4116]  train-auc:0.955931±0.000983 test-auc:0.849129±0.007273 
[4117]  train-auc:0.955944±0.000981 test-auc:0.849135±0.007277 
[4118]  train-auc:0.955954±0.000982 test-auc:0.849143±0.007275 
[4119]  train-auc:0.955964±0.000983 test-auc:0.849140±0.007266 
[4120]  train-auc:0.955969±0.000981 test-auc:0.849134±0.007261 
[4121]  train-auc:0.955975±0.000983 test-auc:0.849133±0.007258 
[4122]  train-auc:0.955984±0.000981 test-auc:0.849131±0.007274 
[4123]  train-auc:0.955992±0.000983 test-auc:0.849144±0.007279 
[4124]  train-auc:0.955998±0.000982 test-auc:0.849136±0.007281 
[4125]  train-auc:0.956006±0.000988 test-auc:0.849141±0.007273 
[4126]  train-auc:0.956017±0.000984 test-auc:0.849148±0.007276 
[4127]  train-auc:0.956021±0.000983 test-auc:0.849142±0.007271 
[4128]  train-auc:0.956033±0.000985 test-auc:0.849138±0.007276 
[4129]  train-auc:0.956038±0.000986 test-auc:0.849135±0.007270 
[4130]  train-auc:0.956043±0.000986 test-auc:0.849133±0.007274 
[4131]  train-auc:0.956063±0.000987 test-auc:0.849143±0.007281 
[4132]  train-auc:0.956071±0.000986 test-auc:0.849145±0.007279 
[4133]  train-auc:0.956073±0.000988 test-auc:0.849149±0.007296 
[4134]  train-auc:0.956080±0.000988 test-auc:0.849154±0.007294 
[4135]  train-auc:0.956093±0.000984 test-auc:0.849150±0.007284 
[4136]  train-auc:0.956099±0.000981 test-auc:0.849151±0.007283 
[4137]  train-auc:0.956106±0.000982 test-auc:0.849153±0.007281 
[4138]  train-auc:0.956119±0.000977 test-auc:0.849157±0.007295 
[4139]  train-auc:0.956126±0.000977 test-auc:0.849159±0.007295 
[4140]  train-auc:0.956133±0.000976 test-auc:0.849151±0.007298 
[4141]  train-auc:0.956143±0.000974 test-auc:0.849143±0.007298 
[4142]  train-auc:0.956152±0.000977 test-auc:0.849158±0.007295 
[4143]  train-auc:0.956162±0.000974 test-auc:0.849156±0.007296 
[4144]  train-auc:0.956169±0.000971 test-auc:0.849160±0.007297 
[4145]  train-auc:0.956175±0.000972 test-auc:0.849154±0.007293 
[4146]  train-auc:0.956185±0.000970 test-auc:0.849163±0.007290 
[4147]  train-auc:0.956200±0.000965 test-auc:0.849164±0.007289 
[4148]  train-auc:0.956207±0.000966 test-auc:0.849169±0.007283 
[4149]  train-auc:0.956221±0.000967 test-auc:0.849170±0.007284 
[4150]  train-auc:0.956229±0.000967 test-auc:0.849170±0.007287 
[4151]  train-auc:0.956237±0.000968 test-auc:0.849172±0.007299 
[4152]  train-auc:0.956244±0.000968 test-auc:0.849172±0.007286 
[4153]  train-auc:0.956254±0.000975 test-auc:0.849174±0.007288 
[4154]  train-auc:0.956265±0.000979 test-auc:0.849182±0.007293 
[4155]  train-auc:0.956273±0.000980 test-auc:0.849183±0.007286 
[4156]  train-auc:0.956282±0.000981 test-auc:0.849168±0.007288 
[4157]  train-auc:0.956300±0.000977 test-auc:0.849177±0.007298 
[4158]  train-auc:0.956309±0.000978 test-auc:0.849181±0.007296 
[4159]  train-auc:0.956319±0.000978 test-auc:0.849182±0.007294 
[4160]  train-auc:0.956323±0.000974 test-auc:0.849184±0.007306 
[4161]  train-auc:0.956336±0.000974 test-auc:0.849195±0.007293 
[4162]  train-auc:0.956344±0.000977 test-auc:0.849187±0.007293 
[4163]  train-auc:0.956349±0.000976 test-auc:0.849185±0.007297 
[4164]  train-auc:0.956361±0.000978 test-auc:0.849188±0.007284 
[4165]  train-auc:0.956369±0.000982 test-auc:0.849191±0.007279 
[4166]  train-auc:0.956376±0.000981 test-auc:0.849196±0.007286 
[4167]  train-auc:0.956385±0.000982 test-auc:0.849203±0.007285 
[4168]  train-auc:0.956390±0.000985 test-auc:0.849214±0.007286 
[4169]  train-auc:0.956395±0.000987 test-auc:0.849223±0.007293 
[4170]  train-auc:0.956408±0.000990 test-auc:0.849216±0.007301 
[4171]  train-auc:0.956413±0.000988 test-auc:0.849219±0.007299 
[4172]  train-auc:0.956421±0.000987 test-auc:0.849226±0.007288 
[4173]  train-auc:0.956426±0.000985 test-auc:0.849238±0.007288 
[4174]  train-auc:0.956433±0.000985 test-auc:0.849225±0.007283 
[4175]  train-auc:0.956440±0.000985 test-auc:0.849236±0.007287 
[4176]  train-auc:0.956448±0.000984 test-auc:0.849232±0.007293 
[4177]  train-auc:0.956452±0.000987 test-auc:0.849235±0.007295 
[4178]  train-auc:0.956458±0.000988 test-auc:0.849235±0.007302 
[4179]  train-auc:0.956472±0.000989 test-auc:0.849238±0.007293 
[4180]  train-auc:0.956479±0.000989 test-auc:0.849233±0.007290 
[4181]  train-auc:0.956493±0.000988 test-auc:0.849254±0.007293 
[4182]  train-auc:0.956500±0.000985 test-auc:0.849258±0.007285 
[4183]  train-auc:0.956507±0.000984 test-auc:0.849258±0.007296 
[4184]  train-auc:0.956520±0.000985 test-auc:0.849275±0.007295 
[4185]  train-auc:0.956523±0.000985 test-auc:0.849272±0.007304 
[4186]  train-auc:0.956529±0.000987 test-auc:0.849276±0.007307 
[4187]  train-auc:0.956536±0.000990 test-auc:0.849278±0.007305 
[4188]  train-auc:0.956543±0.000989 test-auc:0.849283±0.007300 
[4189]  train-auc:0.956548±0.000990 test-auc:0.849283±0.007302 
[4190]  train-auc:0.956556±0.000992 test-auc:0.849284±0.007283 
[4191]  train-auc:0.956565±0.000995 test-auc:0.849280±0.007292 
[4192]  train-auc:0.956576±0.000994 test-auc:0.849279±0.007284 
[4193]  train-auc:0.956585±0.000992 test-auc:0.849287±0.007275 
[4194]  train-auc:0.956591±0.000991 test-auc:0.849282±0.007270 
[4195]  train-auc:0.956599±0.000992 test-auc:0.849286±0.007271 
[4196]  train-auc:0.956608±0.000989 test-auc:0.849291±0.007272 
[4197]  train-auc:0.956614±0.000989 test-auc:0.849295±0.007275 
[4198]  train-auc:0.956622±0.000990 test-auc:0.849301±0.007263 
[4199]  train-auc:0.956631±0.000990 test-auc:0.849304±0.007260 
[4200]  train-auc:0.956652±0.000989 test-auc:0.849311±0.007262 
[4201]  train-auc:0.956659±0.000992 test-auc:0.849319±0.007248 
[4202]  train-auc:0.956668±0.000986 test-auc:0.849323±0.007252 
[4203]  train-auc:0.956675±0.000988 test-auc:0.849321±0.007255 
[4204]  train-auc:0.956682±0.000990 test-auc:0.849321±0.007252 
[4205]  train-auc:0.956688±0.000989 test-auc:0.849318±0.007249 
[4206]  train-auc:0.956696±0.000989 test-auc:0.849335±0.007253 
[4207]  train-auc:0.956702±0.000991 test-auc:0.849319±0.007253 
[4208]  train-auc:0.956708±0.000994 test-auc:0.849324±0.007252 
[4209]  train-auc:0.956716±0.000996 test-auc:0.849322±0.007248 
[4210]  train-auc:0.956728±0.001002 test-auc:0.849326±0.007248 
[4211]  train-auc:0.956753±0.001001 test-auc:0.849341±0.007272 
[4212]  train-auc:0.956763±0.001002 test-auc:0.849352±0.007275 
[4213]  train-auc:0.956769±0.001005 test-auc:0.849343±0.007277 
[4214]  train-auc:0.956775±0.001005 test-auc:0.849335±0.007278 
[4215]  train-auc:0.956781±0.001004 test-auc:0.849337±0.007274 
[4216]  train-auc:0.956786±0.001003 test-auc:0.849334±0.007271 
[4217]  train-auc:0.956792±0.001001 test-auc:0.849347±0.007291 
[4218]  train-auc:0.956799±0.001002 test-auc:0.849352±0.007282 
[4219]  train-auc:0.956812±0.001006 test-auc:0.849351±0.007275 
[4220]  train-auc:0.956817±0.001003 test-auc:0.849346±0.007278 
[4221]  train-auc:0.956825±0.001003 test-auc:0.849351±0.007274 
[4222]  train-auc:0.956841±0.001001 test-auc:0.849352±0.007281 
[4223]  train-auc:0.956851±0.001006 test-auc:0.849352±0.007282 
[4224]  train-auc:0.956857±0.001006 test-auc:0.849357±0.007275 
[4225]  train-auc:0.956869±0.001007 test-auc:0.849359±0.007280 
[4226]  train-auc:0.956881±0.001008 test-auc:0.849368±0.007277 
[4227]  train-auc:0.956887±0.001008 test-auc:0.849379±0.007285 
[4228]  train-auc:0.956896±0.001008 test-auc:0.849378±0.007288 
[4229]  train-auc:0.956902±0.001009 test-auc:0.849378±0.007282 
[4230]  train-auc:0.956906±0.001007 test-auc:0.849380±0.007283 
[4231]  train-auc:0.956917±0.001008 test-auc:0.849385±0.007290 
[4232]  train-auc:0.956928±0.001010 test-auc:0.849388±0.007291 
[4233]  train-auc:0.956941±0.001007 test-auc:0.849379±0.007284 
[4234]  train-auc:0.956958±0.001008 test-auc:0.849391±0.007289 
[4235]  train-auc:0.956969±0.001005 test-auc:0.849394±0.007293 
[4236]  train-auc:0.956975±0.001003 test-auc:0.849395±0.007288 
[4237]  train-auc:0.956984±0.001005 test-auc:0.849404±0.007299 
[4238]  train-auc:0.956994±0.001008 test-auc:0.849408±0.007299 
[4239]  train-auc:0.957001±0.001010 test-auc:0.849416±0.007293 
[4240]  train-auc:0.957009±0.001014 test-auc:0.849406±0.007291 
[4241]  train-auc:0.957015±0.001013 test-auc:0.849407±0.007284 
[4242]  train-auc:0.957022±0.001017 test-auc:0.849399±0.007290 
[4243]  train-auc:0.957034±0.001020 test-auc:0.849402±0.007292 
[4244]  train-auc:0.957040±0.001020 test-auc:0.849397±0.007300 
[4245]  train-auc:0.957054±0.001024 test-auc:0.849407±0.007294 
[4246]  train-auc:0.957059±0.001022 test-auc:0.849407±0.007311 
[4247]  train-auc:0.957066±0.001019 test-auc:0.849415±0.007303 
[4248]  train-auc:0.957075±0.001022 test-auc:0.849419±0.007297 
[4249]  train-auc:0.957086±0.001022 test-auc:0.849426±0.007310 
[4250]  train-auc:0.957096±0.001025 test-auc:0.849425±0.007305 
[4251]  train-auc:0.957103±0.001022 test-auc:0.849421±0.007301 
[4252]  train-auc:0.957110±0.001022 test-auc:0.849417±0.007312 
[4253]  train-auc:0.957118±0.001020 test-auc:0.849427±0.007319 
[4254]  train-auc:0.957130±0.001019 test-auc:0.849428±0.007317 
[4255]  train-auc:0.957144±0.001018 test-auc:0.849444±0.007299 
[4256]  train-auc:0.957153±0.001021 test-auc:0.849453±0.007304 
[4257]  train-auc:0.957164±0.001024 test-auc:0.849463±0.007318 
[4258]  train-auc:0.957172±0.001024 test-auc:0.849466±0.007300 
[4259]  train-auc:0.957183±0.001024 test-auc:0.849457±0.007295 
[4260]  train-auc:0.957191±0.001027 test-auc:0.849459±0.007305 
[4261]  train-auc:0.957200±0.001025 test-auc:0.849463±0.007301 
[4262]  train-auc:0.957215±0.001023 test-auc:0.849468±0.007315 
[4263]  train-auc:0.957228±0.001019 test-auc:0.849470±0.007316 
[4264]  train-auc:0.957240±0.001018 test-auc:0.849471±0.007322 
[4265]  train-auc:0.957247±0.001016 test-auc:0.849467±0.007321 
[4266]  train-auc:0.957255±0.001018 test-auc:0.849475±0.007321 
[4267]  train-auc:0.957262±0.001020 test-auc:0.849476±0.007320 
[4268]  train-auc:0.957269±0.001020 test-auc:0.849476±0.007328 
[4269]  train-auc:0.957285±0.001025 test-auc:0.849494±0.007330 
[4270]  train-auc:0.957299±0.001024 test-auc:0.849499±0.007320 
[4271]  train-auc:0.957305±0.001022 test-auc:0.849494±0.007325 
[4272]  train-auc:0.957326±0.001030 test-auc:0.849499±0.007323 
[4273]  train-auc:0.957337±0.001032 test-auc:0.849498±0.007330 
[4274]  train-auc:0.957343±0.001030 test-auc:0.849498±0.007319 
[4275]  train-auc:0.957360±0.001032 test-auc:0.849507±0.007329 
[4276]  train-auc:0.957375±0.001034 test-auc:0.849509±0.007333 
[4277]  train-auc:0.957382±0.001035 test-auc:0.849505±0.007331 
[4278]  train-auc:0.957395±0.001036 test-auc:0.849517±0.007332 
[4279]  train-auc:0.957413±0.001040 test-auc:0.849525±0.007319 
[4280]  train-auc:0.957420±0.001036 test-auc:0.849520±0.007315 
[4281]  train-auc:0.957425±0.001035 test-auc:0.849523±0.007316 
[4282]  train-auc:0.957429±0.001034 test-auc:0.849526±0.007312 
[4283]  train-auc:0.957443±0.001040 test-auc:0.849526±0.007320 
[4284]  train-auc:0.957449±0.001041 test-auc:0.849534±0.007315 
[4285]  train-auc:0.957463±0.001043 test-auc:0.849549±0.007311 
[4286]  train-auc:0.957478±0.001045 test-auc:0.849559±0.007322 
[4287]  train-auc:0.957493±0.001050 test-auc:0.849562±0.007318 
[4288]  train-auc:0.957503±0.001053 test-auc:0.849564±0.007318 
[4289]  train-auc:0.957515±0.001055 test-auc:0.849565±0.007312 
[4290]  train-auc:0.957524±0.001059 test-auc:0.849568±0.007315 
[4291]  train-auc:0.957530±0.001056 test-auc:0.849564±0.007310 
[4292]  train-auc:0.957537±0.001059 test-auc:0.849571±0.007312 
[4293]  train-auc:0.957550±0.001059 test-auc:0.849571±0.007319 
[4294]  train-auc:0.957558±0.001060 test-auc:0.849576±0.007331 
[4295]  train-auc:0.957562±0.001059 test-auc:0.849579±0.007333 
[4296]  train-auc:0.957576±0.001063 test-auc:0.849593±0.007331 
[4297]  train-auc:0.957598±0.001063 test-auc:0.849611±0.007342 
[4298]  train-auc:0.957605±0.001064 test-auc:0.849611±0.007339 
[4299]  train-auc:0.957610±0.001065 test-auc:0.849605±0.007350 
[4300]  train-auc:0.957620±0.001062 test-auc:0.849603±0.007341 
[4301]  train-auc:0.957629±0.001060 test-auc:0.849615±0.007352 
[4302]  train-auc:0.957636±0.001062 test-auc:0.849612±0.007353 
[4303]  train-auc:0.957644±0.001060 test-auc:0.849628±0.007362 
[4304]  train-auc:0.957658±0.001057 test-auc:0.849633±0.007376 
[4305]  train-auc:0.957664±0.001058 test-auc:0.849635±0.007384 
[4306]  train-auc:0.957671±0.001059 test-auc:0.849636±0.007383 
[4307]  train-auc:0.957674±0.001057 test-auc:0.849636±0.007388 
[4308]  train-auc:0.957683±0.001058 test-auc:0.849630±0.007398 
[4309]  train-auc:0.957694±0.001056 test-auc:0.849634±0.007401 
[4310]  train-auc:0.957701±0.001058 test-auc:0.849635±0.007407 
[4311]  train-auc:0.957705±0.001057 test-auc:0.849642±0.007410 
[4312]  train-auc:0.957716±0.001055 test-auc:0.849639±0.007408 
[4313]  train-auc:0.957731±0.001060 test-auc:0.849650±0.007400 
[4314]  train-auc:0.957736±0.001059 test-auc:0.849648±0.007389 
[4315]  train-auc:0.957745±0.001059 test-auc:0.849651±0.007395 
[4316]  train-auc:0.957755±0.001056 test-auc:0.849652±0.007384 
[4317]  train-auc:0.957766±0.001060 test-auc:0.849661±0.007374 
[4318]  train-auc:0.957771±0.001061 test-auc:0.849661±0.007378 
[4319]  train-auc:0.957780±0.001064 test-auc:0.849655±0.007386 
[4320]  train-auc:0.957788±0.001066 test-auc:0.849662±0.007382 
[4321]  train-auc:0.957790±0.001065 test-auc:0.849658±0.007376 
[4322]  train-auc:0.957797±0.001064 test-auc:0.849670±0.007380 
[4323]  train-auc:0.957803±0.001062 test-auc:0.849669±0.007393 
[4324]  train-auc:0.957813±0.001065 test-auc:0.849679±0.007384 
[4325]  train-auc:0.957820±0.001063 test-auc:0.849683±0.007390 
[4326]  train-auc:0.957827±0.001063 test-auc:0.849675±0.007399 
[4327]  train-auc:0.957836±0.001062 test-auc:0.849676±0.007400 
[4328]  train-auc:0.957843±0.001060 test-auc:0.849679±0.007414 
[4329]  train-auc:0.957847±0.001063 test-auc:0.849683±0.007402 
[4330]  train-auc:0.957856±0.001066 test-auc:0.849683±0.007410 
[4331]  train-auc:0.957869±0.001067 test-auc:0.849691±0.007402 
[4332]  train-auc:0.957875±0.001066 test-auc:0.849690±0.007397 
[4333]  train-auc:0.957877±0.001067 test-auc:0.849686±0.007397 
[4334]  train-auc:0.957886±0.001066 test-auc:0.849685±0.007404 
[4335]  train-auc:0.957891±0.001068 test-auc:0.849683±0.007404 
[4336]  train-auc:0.957900±0.001069 test-auc:0.849688±0.007390 
[4337]  train-auc:0.957906±0.001072 test-auc:0.849689±0.007387 
[4338]  train-auc:0.957912±0.001069 test-auc:0.849688±0.007391 
[4339]  train-auc:0.957916±0.001070 test-auc:0.849689±0.007394 
[4340]  train-auc:0.957922±0.001072 test-auc:0.849684±0.007393 
[4341]  train-auc:0.957928±0.001071 test-auc:0.849684±0.007404 
[4342]  train-auc:0.957939±0.001072 test-auc:0.849685±0.007405 
[4343]  train-auc:0.957942±0.001073 test-auc:0.849683±0.007402 
[4344]  train-auc:0.957947±0.001073 test-auc:0.849679±0.007399 
[4345]  train-auc:0.957956±0.001075 test-auc:0.849689±0.007399 
[4346]  train-auc:0.957970±0.001074 test-auc:0.849691±0.007404 
[4347]  train-auc:0.957976±0.001073 test-auc:0.849686±0.007408 
[4348]  train-auc:0.957985±0.001072 test-auc:0.849689±0.007411 
[4349]  train-auc:0.957991±0.001069 test-auc:0.849695±0.007426 
[4350]  train-auc:0.957996±0.001068 test-auc:0.849701±0.007421 
[4351]  train-auc:0.958005±0.001068 test-auc:0.849701±0.007427 
[4352]  train-auc:0.958009±0.001067 test-auc:0.849700±0.007419 
[4353]  train-auc:0.958012±0.001067 test-auc:0.849698±0.007420 
[4354]  train-auc:0.958019±0.001068 test-auc:0.849702±0.007417 
[4355]  train-auc:0.958026±0.001072 test-auc:0.849703±0.007415 
[4356]  train-auc:0.958031±0.001071 test-auc:0.849708±0.007417 
[4357]  train-auc:0.958040±0.001072 test-auc:0.849711±0.007409 
[4358]  train-auc:0.958052±0.001073 test-auc:0.849718±0.007422 
[4359]  train-auc:0.958062±0.001073 test-auc:0.849715±0.007426 
[4360]  train-auc:0.958073±0.001074 test-auc:0.849724±0.007414 
[4361]  train-auc:0.958084±0.001067 test-auc:0.849725±0.007428 
[4362]  train-auc:0.958095±0.001068 test-auc:0.849718±0.007422 
[4363]  train-auc:0.958107±0.001065 test-auc:0.849717±0.007431 
[4364]  train-auc:0.958114±0.001067 test-auc:0.849724±0.007431 
[4365]  train-auc:0.958126±0.001067 test-auc:0.849724±0.007420 
[4366]  train-auc:0.958132±0.001068 test-auc:0.849727±0.007433 
[4367]  train-auc:0.958138±0.001064 test-auc:0.849725±0.007436 
[4368]  train-auc:0.958147±0.001062 test-auc:0.849733±0.007450 
[4369]  train-auc:0.958157±0.001064 test-auc:0.849729±0.007451 
[4370]  train-auc:0.958162±0.001061 test-auc:0.849726±0.007453 
[4371]  train-auc:0.958173±0.001064 test-auc:0.849731±0.007451 
[4372]  train-auc:0.958184±0.001066 test-auc:0.849733±0.007457 
[4373]  train-auc:0.958195±0.001065 test-auc:0.849733±0.007453 
[4374]  train-auc:0.958201±0.001065 test-auc:0.849729±0.007449 
[4375]  train-auc:0.958215±0.001066 test-auc:0.849724±0.007452 
[4376]  train-auc:0.958222±0.001069 test-auc:0.849726±0.007456 
[4377]  train-auc:0.958227±0.001069 test-auc:0.849727±0.007452 
[4378]  train-auc:0.958233±0.001067 test-auc:0.849731±0.007452 
[4379]  train-auc:0.958242±0.001068 test-auc:0.849731±0.007438 
[4380]  train-auc:0.958250±0.001071 test-auc:0.849722±0.007435 
[4381]  train-auc:0.958256±0.001073 test-auc:0.849723±0.007432 
[4382]  train-auc:0.958270±0.001068 test-auc:0.849731±0.007437 
[4383]  train-auc:0.958279±0.001070 test-auc:0.849730±0.007437 
[4384]  train-auc:0.958289±0.001071 test-auc:0.849725±0.007453 
[4385]  train-auc:0.958293±0.001071 test-auc:0.849727±0.007456 
[4386]  train-auc:0.958300±0.001068 test-auc:0.849735±0.007455 
[4387]  train-auc:0.958314±0.001075 test-auc:0.849733±0.007447 
[4388]  train-auc:0.958325±0.001079 test-auc:0.849732±0.007446 
[4389]  train-auc:0.958332±0.001078 test-auc:0.849732±0.007441 
[4390]  train-auc:0.958338±0.001079 test-auc:0.849729±0.007435 
[4391]  train-auc:0.958344±0.001081 test-auc:0.849729±0.007427 
[4392]  train-auc:0.958351±0.001083 test-auc:0.849733±0.007437 
[4393]  train-auc:0.958353±0.001083 test-auc:0.849731±0.007433 
[4394]  train-auc:0.958360±0.001083 test-auc:0.849733±0.007436 
[4395]  train-auc:0.958365±0.001084 test-auc:0.849727±0.007432 
[4396]  train-auc:0.958366±0.001083 test-auc:0.849729±0.007430 
[4397]  train-auc:0.958376±0.001078 test-auc:0.849735±0.007432 
[4398]  train-auc:0.958388±0.001075 test-auc:0.849727±0.007425 
[4399]  train-auc:0.958396±0.001078 test-auc:0.849735±0.007435 
[4400]  train-auc:0.958401±0.001077 test-auc:0.849740±0.007441 
[4401]  train-auc:0.958406±0.001077 test-auc:0.849749±0.007432 
[4402]  train-auc:0.958418±0.001076 test-auc:0.849736±0.007427 
[4403]  train-auc:0.958424±0.001076 test-auc:0.849735±0.007431 
[4404]  train-auc:0.958433±0.001079 test-auc:0.849745±0.007424 
[4405]  train-auc:0.958440±0.001081 test-auc:0.849754±0.007418 
[4406]  train-auc:0.958448±0.001084 test-auc:0.849752±0.007425 
[4407]  train-auc:0.958454±0.001085 test-auc:0.849753±0.007422 
[4408]  train-auc:0.958459±0.001085 test-auc:0.849758±0.007425 
[4409]  train-auc:0.958462±0.001085 test-auc:0.849755±0.007419 
[4410]  train-auc:0.958471±0.001087 test-auc:0.849761±0.007421 
[4411]  train-auc:0.958478±0.001086 test-auc:0.849766±0.007428 
[4412]  train-auc:0.958484±0.001087 test-auc:0.849757±0.007424 
[4413]  train-auc:0.958493±0.001090 test-auc:0.849764±0.007420 
[4414]  train-auc:0.958499±0.001089 test-auc:0.849755±0.007419 
[4415]  train-auc:0.958503±0.001091 test-auc:0.849760±0.007418 
[4416]  train-auc:0.958509±0.001091 test-auc:0.849765±0.007420 
[4417]  train-auc:0.958515±0.001093 test-auc:0.849768±0.007410 
[4418]  train-auc:0.958523±0.001093 test-auc:0.849768±0.007414 
[4419]  train-auc:0.958536±0.001091 test-auc:0.849759±0.007424 
[4420]  train-auc:0.958540±0.001091 test-auc:0.849762±0.007420 
[4421]  train-auc:0.958559±0.001095 test-auc:0.849786±0.007405 
[4422]  train-auc:0.958569±0.001098 test-auc:0.849790±0.007412 
[4423]  train-auc:0.958578±0.001099 test-auc:0.849792±0.007407 
[4424]  train-auc:0.958581±0.001099 test-auc:0.849793±0.007407 
[4425]  train-auc:0.958587±0.001100 test-auc:0.849790±0.007413 
[4426]  train-auc:0.958603±0.001109 test-auc:0.849808±0.007411 
[4427]  train-auc:0.958613±0.001115 test-auc:0.849808±0.007398 
[4428]  train-auc:0.958622±0.001112 test-auc:0.849812±0.007414 
[4429]  train-auc:0.958627±0.001113 test-auc:0.849810±0.007409 
[4430]  train-auc:0.958642±0.001117 test-auc:0.849826±0.007412 
[4431]  train-auc:0.958649±0.001114 test-auc:0.849826±0.007419 
[4432]  train-auc:0.958660±0.001115 test-auc:0.849834±0.007415 
[4433]  train-auc:0.958673±0.001119 test-auc:0.849823±0.007432 
[4434]  train-auc:0.958679±0.001119 test-auc:0.849824±0.007431 
[4435]  train-auc:0.958689±0.001123 test-auc:0.849819±0.007437 
[4436]  train-auc:0.958700±0.001120 test-auc:0.849824±0.007434 
[4437]  train-auc:0.958707±0.001120 test-auc:0.849823±0.007441 
[4438]  train-auc:0.958711±0.001121 test-auc:0.849816±0.007430 
[4439]  train-auc:0.958726±0.001119 test-auc:0.849832±0.007425 
[4440]  train-auc:0.958731±0.001118 test-auc:0.849830±0.007426 
[4441]  train-auc:0.958738±0.001119 test-auc:0.849832±0.007416 
[4442]  train-auc:0.958743±0.001118 test-auc:0.849830±0.007423 
[4443]  train-auc:0.958752±0.001120 test-auc:0.849841±0.007424 
[4444]  train-auc:0.958760±0.001123 test-auc:0.849845±0.007428 
[4445]  train-auc:0.958769±0.001123 test-auc:0.849846±0.007432 
[4446]  train-auc:0.958783±0.001124 test-auc:0.849860±0.007431 
[4447]  train-auc:0.958794±0.001123 test-auc:0.849861±0.007431 
[4448]  train-auc:0.958801±0.001120 test-auc:0.849862±0.007428 
[4449]  train-auc:0.958812±0.001123 test-auc:0.849852±0.007434 
[4450]  train-auc:0.958816±0.001122 test-auc:0.849851±0.007437 
[4451]  train-auc:0.958821±0.001122 test-auc:0.849857±0.007443 
[4452]  train-auc:0.958825±0.001123 test-auc:0.849859±0.007440 
[4453]  train-auc:0.958836±0.001124 test-auc:0.849867±0.007456 
[4454]  train-auc:0.958849±0.001124 test-auc:0.849863±0.007455 
[4455]  train-auc:0.958856±0.001128 test-auc:0.849864±0.007450 
[4456]  train-auc:0.958870±0.001129 test-auc:0.849875±0.007447 
[4457]  train-auc:0.958884±0.001132 test-auc:0.849880±0.007447 
[4458]  train-auc:0.958898±0.001131 test-auc:0.849892±0.007457 
[4459]  train-auc:0.958905±0.001133 test-auc:0.849890±0.007456 
[4460]  train-auc:0.958911±0.001133 test-auc:0.849884±0.007456 
[4461]  train-auc:0.958922±0.001135 test-auc:0.849887±0.007444 
[4462]  train-auc:0.958932±0.001133 test-auc:0.849889±0.007449 
[4463]  train-auc:0.958950±0.001136 test-auc:0.849898±0.007442 
[4464]  train-auc:0.958952±0.001137 test-auc:0.849902±0.007436 
[4465]  train-auc:0.958963±0.001138 test-auc:0.849911±0.007444 
[4466]  train-auc:0.958979±0.001140 test-auc:0.849915±0.007444 
[4467]  train-auc:0.958988±0.001140 test-auc:0.849914±0.007452 
[4468]  train-auc:0.958998±0.001139 test-auc:0.849929±0.007458 
[4469]  train-auc:0.959007±0.001140 test-auc:0.849938±0.007461 
[4470]  train-auc:0.959019±0.001141 test-auc:0.849937±0.007459 
[4471]  train-auc:0.959028±0.001143 test-auc:0.849948±0.007460 
[4472]  train-auc:0.959034±0.001146 test-auc:0.849947±0.007465 
[4473]  train-auc:0.959042±0.001148 test-auc:0.849951±0.007469 
[4474]  train-auc:0.959062±0.001150 test-auc:0.849955±0.007467 
[4475]  train-auc:0.959066±0.001149 test-auc:0.849958±0.007467 
[4476]  train-auc:0.959082±0.001149 test-auc:0.849975±0.007475 
[4477]  train-auc:0.959087±0.001146 test-auc:0.849973±0.007468 
[4478]  train-auc:0.959094±0.001147 test-auc:0.849978±0.007475 
[4479]  train-auc:0.959101±0.001150 test-auc:0.849978±0.007480 
[4480]  train-auc:0.959107±0.001151 test-auc:0.849973±0.007482 
[4481]  train-auc:0.959117±0.001149 test-auc:0.849980±0.007482 
[4482]  train-auc:0.959120±0.001150 test-auc:0.849977±0.007474 
[4483]  train-auc:0.959129±0.001150 test-auc:0.849973±0.007486 
[4484]  train-auc:0.959138±0.001153 test-auc:0.849967±0.007489 
[4485]  train-auc:0.959149±0.001150 test-auc:0.849977±0.007488 
[4486]  train-auc:0.959157±0.001149 test-auc:0.849981±0.007481 
[4487]  train-auc:0.959165±0.001152 test-auc:0.849985±0.007487 
[4488]  train-auc:0.959171±0.001151 test-auc:0.849990±0.007498 
[4489]  train-auc:0.959183±0.001149 test-auc:0.849990±0.007500 
[4490]  train-auc:0.959188±0.001149 test-auc:0.849996±0.007506 
[4491]  train-auc:0.959190±0.001150 test-auc:0.849991±0.007508 
[4492]  train-auc:0.959200±0.001149 test-auc:0.850002±0.007515 
[4493]  train-auc:0.959207±0.001146 test-auc:0.849997±0.007515 
[4494]  train-auc:0.959211±0.001148 test-auc:0.850005±0.007517 
[4495]  train-auc:0.959225±0.001150 test-auc:0.850010±0.007510 
[4496]  train-auc:0.959227±0.001151 test-auc:0.850013±0.007514 
[4497]  train-auc:0.959239±0.001156 test-auc:0.850028±0.007505 
[4498]  train-auc:0.959257±0.001156 test-auc:0.850030±0.007503 
[4499]  train-auc:0.959263±0.001154 test-auc:0.850035±0.007498 
[4500]  train-auc:0.959273±0.001157 test-auc:0.850026±0.007516 
[4501]  train-auc:0.959277±0.001157 test-auc:0.850023±0.007512 
[4502]  train-auc:0.959290±0.001158 test-auc:0.850026±0.007510 
[4503]  train-auc:0.959293±0.001157 test-auc:0.850021±0.007516 
[4504]  train-auc:0.959298±0.001154 test-auc:0.850020±0.007516 
[4505]  train-auc:0.959302±0.001154 test-auc:0.850017±0.007519 
[4506]  train-auc:0.959312±0.001152 test-auc:0.850024±0.007521 
[4507]  train-auc:0.959317±0.001153 test-auc:0.850020±0.007523 
[4508]  train-auc:0.959324±0.001152 test-auc:0.850021±0.007520 
[4509]  train-auc:0.959330±0.001156 test-auc:0.850030±0.007520 
[4510]  train-auc:0.959340±0.001151 test-auc:0.850029±0.007524 
[4511]  train-auc:0.959346±0.001152 test-auc:0.850033±0.007533 
[4512]  train-auc:0.959352±0.001148 test-auc:0.850037±0.007527 
[4513]  train-auc:0.959357±0.001151 test-auc:0.850036±0.007522 
[4514]  train-auc:0.959364±0.001152 test-auc:0.850038±0.007516 
[4515]  train-auc:0.959370±0.001150 test-auc:0.850039±0.007530 
[4516]  train-auc:0.959376±0.001153 test-auc:0.850035±0.007525 
[4517]  train-auc:0.959383±0.001153 test-auc:0.850040±0.007527 
[4518]  train-auc:0.959387±0.001152 test-auc:0.850042±0.007532 
[4519]  train-auc:0.959391±0.001152 test-auc:0.850042±0.007526 
[4520]  train-auc:0.959397±0.001150 test-auc:0.850033±0.007534 
[4521]  train-auc:0.959407±0.001146 test-auc:0.850034±0.007528 
[4522]  train-auc:0.959413±0.001146 test-auc:0.850028±0.007522 
[4523]  train-auc:0.959420±0.001145 test-auc:0.850034±0.007518 
[4524]  train-auc:0.959430±0.001146 test-auc:0.850031±0.007510 
[4525]  train-auc:0.959437±0.001143 test-auc:0.850030±0.007500 
[4526]  train-auc:0.959449±0.001147 test-auc:0.850036±0.007503 
[4527]  train-auc:0.959457±0.001144 test-auc:0.850029±0.007506 
[4528]  train-auc:0.959465±0.001146 test-auc:0.850030±0.007505 
[4529]  train-auc:0.959478±0.001148 test-auc:0.850028±0.007505 
[4530]  train-auc:0.959488±0.001149 test-auc:0.850032±0.007502 
[4531]  train-auc:0.959496±0.001151 test-auc:0.850039±0.007505 
[4532]  train-auc:0.959505±0.001149 test-auc:0.850044±0.007505 
[4533]  train-auc:0.959511±0.001153 test-auc:0.850039±0.007509 
[4534]  train-auc:0.959535±0.001149 test-auc:0.850056±0.007502 
[4535]  train-auc:0.959547±0.001151 test-auc:0.850066±0.007501 
[4536]  train-auc:0.959560±0.001150 test-auc:0.850058±0.007496 
[4537]  train-auc:0.959567±0.001148 test-auc:0.850064±0.007498 
[4538]  train-auc:0.959572±0.001151 test-auc:0.850069±0.007505 
[4539]  train-auc:0.959577±0.001150 test-auc:0.850065±0.007507 
[4540]  train-auc:0.959585±0.001150 test-auc:0.850070±0.007499 
[4541]  train-auc:0.959594±0.001149 test-auc:0.850075±0.007506 
[4542]  train-auc:0.959604±0.001153 test-auc:0.850067±0.007509 
[4543]  train-auc:0.959613±0.001153 test-auc:0.850073±0.007514 
[4544]  train-auc:0.959627±0.001151 test-auc:0.850070±0.007510 
[4545]  train-auc:0.959637±0.001151 test-auc:0.850073±0.007508 
[4546]  train-auc:0.959647±0.001149 test-auc:0.850073±0.007511 
[4547]  train-auc:0.959653±0.001150 test-auc:0.850083±0.007522 
[4548]  train-auc:0.959657±0.001152 test-auc:0.850084±0.007523 
[4549]  train-auc:0.959661±0.001152 test-auc:0.850086±0.007531 
[4550]  train-auc:0.959668±0.001152 test-auc:0.850089±0.007534 
[4551]  train-auc:0.959678±0.001161 test-auc:0.850097±0.007533 
[4552]  train-auc:0.959684±0.001161 test-auc:0.850096±0.007530 
[4553]  train-auc:0.959691±0.001159 test-auc:0.850101±0.007527 
[4554]  train-auc:0.959699±0.001156 test-auc:0.850106±0.007539 
[4555]  train-auc:0.959704±0.001157 test-auc:0.850112±0.007540 
[4556]  train-auc:0.959709±0.001159 test-auc:0.850113±0.007540 
[4557]  train-auc:0.959715±0.001157 test-auc:0.850109±0.007542 
[4558]  train-auc:0.959722±0.001156 test-auc:0.850106±0.007541 
[4559]  train-auc:0.959727±0.001156 test-auc:0.850111±0.007542 
[4560]  train-auc:0.959735±0.001158 test-auc:0.850131±0.007549 
[4561]  train-auc:0.959742±0.001160 test-auc:0.850130±0.007550 
[4562]  train-auc:0.959756±0.001155 test-auc:0.850127±0.007545 
[4563]  train-auc:0.959761±0.001159 test-auc:0.850133±0.007543 
[4564]  train-auc:0.959776±0.001159 test-auc:0.850126±0.007553 
[4565]  train-auc:0.959786±0.001160 test-auc:0.850131±0.007536 
[4566]  train-auc:0.959794±0.001160 test-auc:0.850132±0.007542 
[4567]  train-auc:0.959800±0.001159 test-auc:0.850129±0.007537 
[4568]  train-auc:0.959805±0.001157 test-auc:0.850135±0.007534 
[4569]  train-auc:0.959818±0.001165 test-auc:0.850137±0.007533 
[4570]  train-auc:0.959823±0.001163 test-auc:0.850128±0.007540 
[4571]  train-auc:0.959833±0.001162 test-auc:0.850127±0.007542 
[4572]  train-auc:0.959843±0.001163 test-auc:0.850130±0.007543 
[4573]  train-auc:0.959851±0.001163 test-auc:0.850130±0.007543 
[4574]  train-auc:0.959862±0.001161 test-auc:0.850124±0.007543 
[4575]  train-auc:0.959868±0.001159 test-auc:0.850120±0.007552 
[4576]  train-auc:0.959874±0.001160 test-auc:0.850122±0.007553 
[4577]  train-auc:0.959884±0.001163 test-auc:0.850124±0.007547 
[4578]  train-auc:0.959892±0.001161 test-auc:0.850129±0.007557 
[4579]  train-auc:0.959899±0.001160 test-auc:0.850132±0.007555 
[4580]  train-auc:0.959906±0.001160 test-auc:0.850138±0.007553 
[4581]  train-auc:0.959917±0.001163 test-auc:0.850132±0.007542 
[4582]  train-auc:0.959924±0.001162 test-auc:0.850137±0.007543 
[4583]  train-auc:0.959931±0.001163 test-auc:0.850135±0.007544 
[4584]  train-auc:0.959937±0.001165 test-auc:0.850136±0.007542 
[4585]  train-auc:0.959944±0.001166 test-auc:0.850141±0.007543 
[4586]  train-auc:0.959951±0.001166 test-auc:0.850139±0.007539 
[4587]  train-auc:0.959962±0.001165 test-auc:0.850135±0.007538 
[4588]  train-auc:0.959973±0.001162 test-auc:0.850146±0.007540 
[4589]  train-auc:0.959982±0.001163 test-auc:0.850156±0.007543 
[4590]  train-auc:0.959990±0.001163 test-auc:0.850162±0.007544 
[4591]  train-auc:0.959998±0.001167 test-auc:0.850171±0.007543 
[4592]  train-auc:0.960008±0.001168 test-auc:0.850165±0.007542 
[4593]  train-auc:0.960011±0.001169 test-auc:0.850153±0.007545 
[4594]  train-auc:0.960022±0.001168 test-auc:0.850160±0.007548 
[4595]  train-auc:0.960035±0.001168 test-auc:0.850150±0.007548 
[4596]  train-auc:0.960046±0.001170 test-auc:0.850147±0.007535 
[4597]  train-auc:0.960055±0.001172 test-auc:0.850158±0.007530 
[4598]  train-auc:0.960063±0.001174 test-auc:0.850154±0.007531 
[4599]  train-auc:0.960070±0.001175 test-auc:0.850162±0.007520 
[4600]  train-auc:0.960077±0.001173 test-auc:0.850159±0.007527 
[4601]  train-auc:0.960090±0.001168 test-auc:0.850170±0.007537 
[4602]  train-auc:0.960096±0.001170 test-auc:0.850173±0.007532 
[4603]  train-auc:0.960099±0.001169 test-auc:0.850173±0.007539 
[4604]  train-auc:0.960106±0.001166 test-auc:0.850167±0.007545 
[4605]  train-auc:0.960113±0.001166 test-auc:0.850167±0.007538 
[4606]  train-auc:0.960121±0.001166 test-auc:0.850160±0.007547 
[4607]  train-auc:0.960128±0.001166 test-auc:0.850158±0.007549 
[4608]  train-auc:0.960134±0.001166 test-auc:0.850159±0.007537 
[4609]  train-auc:0.960140±0.001169 test-auc:0.850160±0.007543 
[4610]  train-auc:0.960147±0.001169 test-auc:0.850173±0.007546 
[4611]  train-auc:0.960159±0.001170 test-auc:0.850171±0.007537 
[4612]  train-auc:0.960170±0.001171 test-auc:0.850174±0.007549 
[4613]  train-auc:0.960177±0.001170 test-auc:0.850169±0.007542 
[4614]  train-auc:0.960184±0.001173 test-auc:0.850186±0.007528 
[4615]  train-auc:0.960193±0.001174 test-auc:0.850175±0.007522 
[4616]  train-auc:0.960198±0.001175 test-auc:0.850173±0.007525 
[4617]  train-auc:0.960208±0.001175 test-auc:0.850181±0.007531 
[4618]  train-auc:0.960215±0.001177 test-auc:0.850165±0.007536 
[4619]  train-auc:0.960225±0.001176 test-auc:0.850168±0.007537 
[4620]  train-auc:0.960237±0.001177 test-auc:0.850172±0.007530 
[4621]  train-auc:0.960242±0.001179 test-auc:0.850169±0.007534 
[4622]  train-auc:0.960255±0.001178 test-auc:0.850170±0.007534 
[4623]  train-auc:0.960260±0.001179 test-auc:0.850156±0.007540 
[4624]  train-auc:0.960263±0.001178 test-auc:0.850158±0.007540 
[4625]  train-auc:0.960271±0.001180 test-auc:0.850165±0.007534 
[4626]  train-auc:0.960280±0.001184 test-auc:0.850163±0.007545 
[4627]  train-auc:0.960286±0.001183 test-auc:0.850161±0.007541 
[4628]  train-auc:0.960292±0.001185 test-auc:0.850158±0.007547 
[4629]  train-auc:0.960301±0.001186 test-auc:0.850168±0.007551 
[4630]  train-auc:0.960312±0.001181 test-auc:0.850177±0.007565 
[4631]  train-auc:0.960320±0.001179 test-auc:0.850183±0.007563 
[4632]  train-auc:0.960331±0.001176 test-auc:0.850172±0.007564 
[4633]  train-auc:0.960339±0.001173 test-auc:0.850182±0.007571 
[4634]  train-auc:0.960349±0.001175 test-auc:0.850182±0.007569 
[4635]  train-auc:0.960352±0.001177 test-auc:0.850178±0.007571 
[4636]  train-auc:0.960360±0.001176 test-auc:0.850170±0.007577 
[4637]  train-auc:0.960369±0.001174 test-auc:0.850171±0.007568 
[4638]  train-auc:0.960383±0.001174 test-auc:0.850173±0.007580 
[4639]  train-auc:0.960392±0.001175 test-auc:0.850175±0.007574 
[4640]  train-auc:0.960400±0.001173 test-auc:0.850177±0.007585 
[4641]  train-auc:0.960404±0.001175 test-auc:0.850176±0.007586 
[4642]  train-auc:0.960410±0.001172 test-auc:0.850183±0.007583 
[4643]  train-auc:0.960417±0.001175 test-auc:0.850180±0.007592 
[4644]  train-auc:0.960427±0.001173 test-auc:0.850183±0.007598 
[4645]  train-auc:0.960433±0.001176 test-auc:0.850185±0.007603 
[4646]  train-auc:0.960441±0.001174 test-auc:0.850177±0.007610 
[4647]  train-auc:0.960446±0.001174 test-auc:0.850177±0.007593 
[4648]  train-auc:0.960457±0.001174 test-auc:0.850185±0.007602 
[4649]  train-auc:0.960469±0.001172 test-auc:0.850178±0.007595 
[4650]  train-auc:0.960475±0.001170 test-auc:0.850179±0.007591 
[4651]  train-auc:0.960485±0.001172 test-auc:0.850179±0.007595 
[4652]  train-auc:0.960496±0.001173 test-auc:0.850179±0.007592 
[4653]  train-auc:0.960502±0.001174 test-auc:0.850181±0.007592 
[4654]  train-auc:0.960518±0.001173 test-auc:0.850192±0.007589 
[4655]  train-auc:0.960525±0.001173 test-auc:0.850186±0.007585 
[4656]  train-auc:0.960528±0.001173 test-auc:0.850185±0.007585 
[4657]  train-auc:0.960534±0.001173 test-auc:0.850197±0.007575 
[4658]  train-auc:0.960541±0.001174 test-auc:0.850202±0.007576 
[4659]  train-auc:0.960543±0.001176 test-auc:0.850199±0.007572 
[4660]  train-auc:0.960552±0.001172 test-auc:0.850201±0.007584 
[4661]  train-auc:0.960564±0.001165 test-auc:0.850210±0.007605 
[4662]  train-auc:0.960571±0.001170 test-auc:0.850215±0.007598 
[4663]  train-auc:0.960577±0.001170 test-auc:0.850214±0.007608 
[4664]  train-auc:0.960584±0.001171 test-auc:0.850218±0.007612 
[4665]  train-auc:0.960590±0.001174 test-auc:0.850217±0.007612 
[4666]  train-auc:0.960598±0.001176 test-auc:0.850218±0.007608 
[4667]  train-auc:0.960610±0.001179 test-auc:0.850222±0.007609 
[4668]  train-auc:0.960621±0.001180 test-auc:0.850222±0.007607 
[4669]  train-auc:0.960627±0.001179 test-auc:0.850221±0.007608 
[4670]  train-auc:0.960636±0.001180 test-auc:0.850223±0.007610 
[4671]  train-auc:0.960643±0.001177 test-auc:0.850234±0.007598 
[4672]  train-auc:0.960648±0.001177 test-auc:0.850244±0.007595 
[4673]  train-auc:0.960658±0.001173 test-auc:0.850240±0.007589 
[4674]  train-auc:0.960663±0.001172 test-auc:0.850241±0.007595 
[4675]  train-auc:0.960679±0.001170 test-auc:0.850242±0.007596 
[4676]  train-auc:0.960698±0.001161 test-auc:0.850247±0.007598 
[4677]  train-auc:0.960705±0.001160 test-auc:0.850246±0.007599 
[4678]  train-auc:0.960713±0.001160 test-auc:0.850246±0.007600 
[4679]  train-auc:0.960725±0.001160 test-auc:0.850251±0.007592 
[4680]  train-auc:0.960736±0.001159 test-auc:0.850264±0.007591 
[4681]  train-auc:0.960745±0.001162 test-auc:0.850255±0.007594 
[4682]  train-auc:0.960752±0.001162 test-auc:0.850255±0.007594 
[4683]  train-auc:0.960762±0.001160 test-auc:0.850258±0.007588 
[4684]  train-auc:0.960770±0.001163 test-auc:0.850269±0.007588 
[4685]  train-auc:0.960784±0.001161 test-auc:0.850261±0.007582 
[4686]  train-auc:0.960793±0.001164 test-auc:0.850265±0.007581 
[4687]  train-auc:0.960798±0.001165 test-auc:0.850266±0.007585 
[4688]  train-auc:0.960809±0.001167 test-auc:0.850264±0.007590 
[4689]  train-auc:0.960818±0.001165 test-auc:0.850264±0.007589 
[4690]  train-auc:0.960829±0.001166 test-auc:0.850272±0.007589 
[4691]  train-auc:0.960836±0.001166 test-auc:0.850270±0.007596 
[4692]  train-auc:0.960841±0.001167 test-auc:0.850263±0.007595 
[4693]  train-auc:0.960846±0.001167 test-auc:0.850262±0.007589 
[4694]  train-auc:0.960852±0.001170 test-auc:0.850262±0.007595 
[4695]  train-auc:0.960860±0.001172 test-auc:0.850265±0.007591 
[4696]  train-auc:0.960869±0.001173 test-auc:0.850273±0.007592 
[4697]  train-auc:0.960876±0.001174 test-auc:0.850262±0.007585 
[4698]  train-auc:0.960880±0.001176 test-auc:0.850272±0.007594 
[4699]  train-auc:0.960886±0.001176 test-auc:0.850271±0.007597 
[4700]  train-auc:0.960890±0.001176 test-auc:0.850274±0.007601 
[4701]  train-auc:0.960899±0.001179 test-auc:0.850274±0.007599 
[4702]  train-auc:0.960906±0.001177 test-auc:0.850280±0.007604 
[4703]  train-auc:0.960912±0.001176 test-auc:0.850282±0.007608 
[4704]  train-auc:0.960924±0.001173 test-auc:0.850287±0.007598 
[4705]  train-auc:0.960930±0.001171 test-auc:0.850285±0.007597 
[4706]  train-auc:0.960938±0.001175 test-auc:0.850284±0.007606 
[4707]  train-auc:0.960947±0.001178 test-auc:0.850291±0.007594 
[4708]  train-auc:0.960954±0.001178 test-auc:0.850289±0.007591 
[4709]  train-auc:0.960960±0.001182 test-auc:0.850287±0.007600 
[4710]  train-auc:0.960968±0.001186 test-auc:0.850290±0.007596 
[4711]  train-auc:0.960976±0.001184 test-auc:0.850289±0.007597 
[4712]  train-auc:0.960985±0.001184 test-auc:0.850289±0.007599 
[4713]  train-auc:0.960988±0.001186 test-auc:0.850287±0.007592 
[4714]  train-auc:0.960996±0.001184 test-auc:0.850288±0.007597 
[4715]  train-auc:0.961009±0.001185 test-auc:0.850289±0.007588 
[4716]  train-auc:0.961020±0.001185 test-auc:0.850288±0.007588 
[4717]  train-auc:0.961024±0.001187 test-auc:0.850286±0.007585 
[4718]  train-auc:0.961033±0.001186 test-auc:0.850290±0.007588 
[4719]  train-auc:0.961040±0.001187 test-auc:0.850293±0.007593 
[4720]  train-auc:0.961047±0.001188 test-auc:0.850299±0.007592 
[4721]  train-auc:0.961053±0.001189 test-auc:0.850301±0.007598 
[4722]  train-auc:0.961059±0.001187 test-auc:0.850298±0.007598 
[4723]  train-auc:0.961063±0.001188 test-auc:0.850303±0.007601 
[4724]  train-auc:0.961070±0.001189 test-auc:0.850299±0.007598 
[4725]  train-auc:0.961079±0.001193 test-auc:0.850306±0.007600 
[4726]  train-auc:0.961087±0.001194 test-auc:0.850303±0.007593 
[4727]  train-auc:0.961092±0.001195 test-auc:0.850312±0.007589 
[4728]  train-auc:0.961104±0.001199 test-auc:0.850305±0.007600 
[4729]  train-auc:0.961109±0.001199 test-auc:0.850306±0.007596 
[4730]  train-auc:0.961114±0.001197 test-auc:0.850308±0.007594 
[4731]  train-auc:0.961125±0.001195 test-auc:0.850304±0.007596 
[4732]  train-auc:0.961138±0.001196 test-auc:0.850312±0.007603 
[4733]  train-auc:0.961142±0.001195 test-auc:0.850317±0.007605 
[4734]  train-auc:0.961149±0.001200 test-auc:0.850319±0.007607 
[4735]  train-auc:0.961161±0.001205 test-auc:0.850327±0.007594 
[4736]  train-auc:0.961167±0.001208 test-auc:0.850326±0.007599 
[4737]  train-auc:0.961172±0.001208 test-auc:0.850325±0.007608 
[4738]  train-auc:0.961176±0.001207 test-auc:0.850329±0.007604 
[4739]  train-auc:0.961185±0.001208 test-auc:0.850332±0.007603 
[4740]  train-auc:0.961190±0.001208 test-auc:0.850334±0.007602 
[4741]  train-auc:0.961197±0.001206 test-auc:0.850333±0.007599 
[4742]  train-auc:0.961205±0.001204 test-auc:0.850334±0.007596 
[4743]  train-auc:0.961211±0.001203 test-auc:0.850336±0.007605 
[4744]  train-auc:0.961221±0.001206 test-auc:0.850350±0.007611 
[4745]  train-auc:0.961226±0.001205 test-auc:0.850343±0.007604 
[4746]  train-auc:0.961238±0.001202 test-auc:0.850349±0.007605 
[4747]  train-auc:0.961243±0.001201 test-auc:0.850349±0.007602 
[4748]  train-auc:0.961248±0.001201 test-auc:0.850360±0.007602 
[4749]  train-auc:0.961260±0.001201 test-auc:0.850362±0.007601 
[4750]  train-auc:0.961270±0.001201 test-auc:0.850364±0.007606 
[4751]  train-auc:0.961274±0.001203 test-auc:0.850368±0.007602 
[4752]  train-auc:0.961283±0.001202 test-auc:0.850366±0.007604 
[4753]  train-auc:0.961289±0.001200 test-auc:0.850366±0.007605 
[4754]  train-auc:0.961305±0.001198 test-auc:0.850370±0.007602 
[4755]  train-auc:0.961316±0.001194 test-auc:0.850358±0.007601 
[4756]  train-auc:0.961323±0.001194 test-auc:0.850363±0.007606 
[4757]  train-auc:0.961327±0.001194 test-auc:0.850365±0.007613 
[4758]  train-auc:0.961339±0.001192 test-auc:0.850370±0.007610 
[4759]  train-auc:0.961347±0.001194 test-auc:0.850371±0.007599 
[4760]  train-auc:0.961355±0.001198 test-auc:0.850381±0.007598 
[4761]  train-auc:0.961359±0.001198 test-auc:0.850376±0.007597 
[4762]  train-auc:0.961365±0.001199 test-auc:0.850384±0.007592 
[4763]  train-auc:0.961375±0.001197 test-auc:0.850381±0.007586 
[4764]  train-auc:0.961379±0.001196 test-auc:0.850382±0.007590 
[4765]  train-auc:0.961387±0.001198 test-auc:0.850384±0.007595 
[4766]  train-auc:0.961393±0.001196 test-auc:0.850381±0.007578 
[4767]  train-auc:0.961398±0.001199 test-auc:0.850385±0.007580 
[4768]  train-auc:0.961405±0.001197 test-auc:0.850376±0.007572 
[4769]  train-auc:0.961409±0.001197 test-auc:0.850374±0.007578 
[4770]  train-auc:0.961416±0.001194 test-auc:0.850370±0.007591 
[4771]  train-auc:0.961422±0.001194 test-auc:0.850374±0.007597 
[4772]  train-auc:0.961432±0.001199 test-auc:0.850385±0.007596 
[4773]  train-auc:0.961438±0.001198 test-auc:0.850388±0.007600 
[4774]  train-auc:0.961442±0.001196 test-auc:0.850386±0.007602 
[4775]  train-auc:0.961446±0.001196 test-auc:0.850376±0.007598 
[4776]  train-auc:0.961454±0.001194 test-auc:0.850386±0.007599 
[4777]  train-auc:0.961467±0.001190 test-auc:0.850382±0.007596 
[4778]  train-auc:0.961480±0.001192 test-auc:0.850379±0.007594 
[4779]  train-auc:0.961489±0.001193 test-auc:0.850381±0.007597 
[4780]  train-auc:0.961493±0.001193 test-auc:0.850385±0.007590 
[4781]  train-auc:0.961501±0.001194 test-auc:0.850385±0.007592 
[4782]  train-auc:0.961509±0.001190 test-auc:0.850385±0.007593 
[4783]  train-auc:0.961516±0.001185 test-auc:0.850397±0.007603 
[4784]  train-auc:0.961525±0.001183 test-auc:0.850397±0.007602 
[4785]  train-auc:0.961530±0.001187 test-auc:0.850405±0.007607 
[4786]  train-auc:0.961537±0.001184 test-auc:0.850398±0.007614 
[4787]  train-auc:0.961549±0.001181 test-auc:0.850395±0.007609 
[4788]  train-auc:0.961559±0.001180 test-auc:0.850396±0.007605 
[4789]  train-auc:0.961568±0.001181 test-auc:0.850407±0.007597 
[4790]  train-auc:0.961574±0.001183 test-auc:0.850421±0.007593 
[4791]  train-auc:0.961581±0.001185 test-auc:0.850415±0.007610 
[4792]  train-auc:0.961590±0.001184 test-auc:0.850427±0.007596 
[4793]  train-auc:0.961598±0.001183 test-auc:0.850433±0.007604 
[4794]  train-auc:0.961614±0.001182 test-auc:0.850427±0.007588 
[4795]  train-auc:0.961623±0.001180 test-auc:0.850421±0.007588 
[4796]  train-auc:0.961630±0.001184 test-auc:0.850417±0.007582 
[4797]  train-auc:0.961639±0.001184 test-auc:0.850416±0.007575 
[4798]  train-auc:0.961655±0.001181 test-auc:0.850413±0.007591 
[4799]  train-auc:0.961665±0.001179 test-auc:0.850413±0.007587 
[4800]  train-auc:0.961673±0.001176 test-auc:0.850409±0.007598 
[4801]  train-auc:0.961676±0.001178 test-auc:0.850408±0.007598 
[4802]  train-auc:0.961687±0.001182 test-auc:0.850419±0.007599 
[4803]  train-auc:0.961692±0.001180 test-auc:0.850413±0.007600 
[4804]  train-auc:0.961700±0.001178 test-auc:0.850420±0.007586 
[4805]  train-auc:0.961706±0.001177 test-auc:0.850417±0.007585 
[4806]  train-auc:0.961709±0.001178 test-auc:0.850417±0.007590 
[4807]  train-auc:0.961718±0.001180 test-auc:0.850419±0.007575 
[4808]  train-auc:0.961731±0.001177 test-auc:0.850417±0.007575 
[4809]  train-auc:0.961733±0.001178 test-auc:0.850420±0.007575 
[4810]  train-auc:0.961740±0.001178 test-auc:0.850422±0.007579 
[4811]  train-auc:0.961746±0.001181 test-auc:0.850426±0.007583 
[4812]  train-auc:0.961749±0.001181 test-auc:0.850426±0.007587 
[4813]  train-auc:0.961750±0.001180 test-auc:0.850430±0.007591 
[4814]  train-auc:0.961755±0.001179 test-auc:0.850432±0.007591 
[4815]  train-auc:0.961764±0.001176 test-auc:0.850434±0.007598 
[4816]  train-auc:0.961773±0.001173 test-auc:0.850435±0.007606 
[4817]  train-auc:0.961778±0.001173 test-auc:0.850433±0.007613 
[4818]  train-auc:0.961801±0.001175 test-auc:0.850450±0.007603 
[4819]  train-auc:0.961806±0.001173 test-auc:0.850445±0.007598 
[4820]  train-auc:0.961812±0.001173 test-auc:0.850439±0.007609 
[4821]  train-auc:0.961818±0.001174 test-auc:0.850443±0.007608 
[4822]  train-auc:0.961823±0.001173 test-auc:0.850441±0.007620 
[4823]  train-auc:0.961831±0.001172 test-auc:0.850446±0.007615 
[4824]  train-auc:0.961839±0.001173 test-auc:0.850450±0.007612 
[4825]  train-auc:0.961847±0.001173 test-auc:0.850455±0.007613 
[4826]  train-auc:0.961854±0.001172 test-auc:0.850457±0.007621 
[4827]  train-auc:0.961866±0.001173 test-auc:0.850462±0.007628 
[4828]  train-auc:0.961871±0.001176 test-auc:0.850473±0.007617 
[4829]  train-auc:0.961875±0.001178 test-auc:0.850468±0.007619 
[4830]  train-auc:0.961882±0.001179 test-auc:0.850472±0.007611 
[4831]  train-auc:0.961888±0.001179 test-auc:0.850476±0.007617 
[4832]  train-auc:0.961897±0.001181 test-auc:0.850480±0.007620 
[4833]  train-auc:0.961908±0.001180 test-auc:0.850477±0.007630 
[4834]  train-auc:0.961914±0.001179 test-auc:0.850486±0.007621 
[4835]  train-auc:0.961921±0.001180 test-auc:0.850478±0.007607 
[4836]  train-auc:0.961927±0.001180 test-auc:0.850486±0.007610 
[4837]  train-auc:0.961932±0.001180 test-auc:0.850481±0.007612 
[4838]  train-auc:0.961936±0.001178 test-auc:0.850477±0.007609 
[4839]  train-auc:0.961943±0.001180 test-auc:0.850475±0.007616 
[4840]  train-auc:0.961946±0.001181 test-auc:0.850474±0.007620 
[4841]  train-auc:0.961952±0.001178 test-auc:0.850471±0.007626 
[4842]  train-auc:0.961961±0.001177 test-auc:0.850481±0.007631 
[4843]  train-auc:0.961966±0.001177 test-auc:0.850482±0.007629 
[4844]  train-auc:0.961971±0.001177 test-auc:0.850488±0.007626 
[4845]  train-auc:0.961980±0.001179 test-auc:0.850487±0.007620 
[4846]  train-auc:0.961984±0.001178 test-auc:0.850493±0.007618 
[4847]  train-auc:0.961988±0.001178 test-auc:0.850490±0.007626 
[4848]  train-auc:0.961991±0.001180 test-auc:0.850493±0.007623 
[4849]  train-auc:0.961994±0.001180 test-auc:0.850488±0.007617 
[4850]  train-auc:0.961998±0.001179 test-auc:0.850497±0.007620 
[4851]  train-auc:0.962004±0.001181 test-auc:0.850497±0.007628 
[4852]  train-auc:0.962009±0.001177 test-auc:0.850499±0.007629 
[4853]  train-auc:0.962014±0.001179 test-auc:0.850498±0.007632 
[4854]  train-auc:0.962018±0.001179 test-auc:0.850498±0.007631 
[4855]  train-auc:0.962026±0.001179 test-auc:0.850489±0.007626 
[4856]  train-auc:0.962032±0.001180 test-auc:0.850496±0.007616 
[4857]  train-auc:0.962043±0.001181 test-auc:0.850503±0.007611 
[4858]  train-auc:0.962054±0.001178 test-auc:0.850503±0.007616 
[4859]  train-auc:0.962061±0.001174 test-auc:0.850506±0.007622 
[4860]  train-auc:0.962072±0.001172 test-auc:0.850519±0.007624 
[4861]  train-auc:0.962079±0.001175 test-auc:0.850522±0.007623 
[4862]  train-auc:0.962083±0.001175 test-auc:0.850527±0.007619 
[4863]  train-auc:0.962094±0.001173 test-auc:0.850529±0.007616 
[4864]  train-auc:0.962100±0.001170 test-auc:0.850533±0.007611 
[4865]  train-auc:0.962104±0.001168 test-auc:0.850531±0.007618 
[4866]  train-auc:0.962107±0.001168 test-auc:0.850534±0.007622 
[4867]  train-auc:0.962116±0.001169 test-auc:0.850535±0.007614 
[4868]  train-auc:0.962121±0.001170 test-auc:0.850533±0.007614 
[4869]  train-auc:0.962129±0.001172 test-auc:0.850530±0.007614 
[4870]  train-auc:0.962136±0.001170 test-auc:0.850527±0.007614 
[4871]  train-auc:0.962139±0.001169 test-auc:0.850518±0.007609 
[4872]  train-auc:0.962144±0.001168 test-auc:0.850524±0.007599 
[4873]  train-auc:0.962152±0.001166 test-auc:0.850524±0.007605 
[4874]  train-auc:0.962160±0.001168 test-auc:0.850542±0.007616 
[4875]  train-auc:0.962165±0.001167 test-auc:0.850532±0.007605 
[4876]  train-auc:0.962171±0.001165 test-auc:0.850540±0.007608 
[4877]  train-auc:0.962177±0.001166 test-auc:0.850534±0.007607 
[4878]  train-auc:0.962181±0.001165 test-auc:0.850536±0.007608 
[4879]  train-auc:0.962192±0.001164 test-auc:0.850530±0.007604 
[4880]  train-auc:0.962194±0.001164 test-auc:0.850525±0.007604 
[4881]  train-auc:0.962202±0.001167 test-auc:0.850526±0.007603 
[4882]  train-auc:0.962212±0.001165 test-auc:0.850537±0.007620 
[4883]  train-auc:0.962215±0.001165 test-auc:0.850530±0.007621 
[4884]  train-auc:0.962220±0.001167 test-auc:0.850529±0.007624 
[4885]  train-auc:0.962224±0.001167 test-auc:0.850526±0.007627 
[4886]  train-auc:0.962234±0.001162 test-auc:0.850532±0.007632 
[4887]  train-auc:0.962238±0.001161 test-auc:0.850533±0.007634 
[4888]  train-auc:0.962246±0.001162 test-auc:0.850530±0.007639 
[4889]  train-auc:0.962252±0.001166 test-auc:0.850533±0.007638 
[4890]  train-auc:0.962255±0.001167 test-auc:0.850529±0.007638 
[4891]  train-auc:0.962267±0.001164 test-auc:0.850544±0.007642 
[4892]  train-auc:0.962272±0.001166 test-auc:0.850547±0.007644 
[4893]  train-auc:0.962281±0.001166 test-auc:0.850547±0.007645 
[4894]  train-auc:0.962288±0.001167 test-auc:0.850544±0.007636 
[4895]  train-auc:0.962294±0.001167 test-auc:0.850541±0.007637 
[4896]  train-auc:0.962300±0.001166 test-auc:0.850535±0.007639 
[4897]  train-auc:0.962309±0.001170 test-auc:0.850550±0.007632 
[4898]  train-auc:0.962314±0.001170 test-auc:0.850549±0.007627 
[4899]  train-auc:0.962326±0.001170 test-auc:0.850562±0.007623 
[4900]  train-auc:0.962329±0.001171 test-auc:0.850561±0.007621 
[4901]  train-auc:0.962341±0.001176 test-auc:0.850568±0.007615 
[4902]  train-auc:0.962347±0.001173 test-auc:0.850562±0.007622 
[4903]  train-auc:0.962357±0.001170 test-auc:0.850564±0.007621 
[4904]  train-auc:0.962361±0.001171 test-auc:0.850566±0.007626 
[4905]  train-auc:0.962363±0.001171 test-auc:0.850569±0.007623 
[4906]  train-auc:0.962373±0.001173 test-auc:0.850576±0.007613 
[4907]  train-auc:0.962382±0.001174 test-auc:0.850578±0.007615 
[4908]  train-auc:0.962385±0.001176 test-auc:0.850575±0.007611 
[4909]  train-auc:0.962392±0.001176 test-auc:0.850579±0.007622 
[4910]  train-auc:0.962403±0.001176 test-auc:0.850588±0.007618 
[4911]  train-auc:0.962409±0.001176 test-auc:0.850582±0.007625 
[4912]  train-auc:0.962413±0.001176 test-auc:0.850585±0.007624 
[4913]  train-auc:0.962417±0.001178 test-auc:0.850587±0.007623 
[4914]  train-auc:0.962424±0.001176 test-auc:0.850591±0.007618 
[4915]  train-auc:0.962428±0.001178 test-auc:0.850599±0.007620 
[4916]  train-auc:0.962434±0.001179 test-auc:0.850607±0.007620 
[4917]  train-auc:0.962441±0.001178 test-auc:0.850611±0.007620 
[4918]  train-auc:0.962443±0.001179 test-auc:0.850611±0.007622 
[4919]  train-auc:0.962447±0.001178 test-auc:0.850611±0.007623 
[4920]  train-auc:0.962452±0.001180 test-auc:0.850609±0.007628 
[4921]  train-auc:0.962455±0.001181 test-auc:0.850614±0.007623 
[4922]  train-auc:0.962461±0.001180 test-auc:0.850624±0.007626 
[4923]  train-auc:0.962469±0.001180 test-auc:0.850625±0.007622 
[4924]  train-auc:0.962477±0.001179 test-auc:0.850633±0.007620 
[4925]  train-auc:0.962482±0.001179 test-auc:0.850633±0.007628 
[4926]  train-auc:0.962487±0.001180 test-auc:0.850640±0.007630 
[4927]  train-auc:0.962493±0.001180 test-auc:0.850639±0.007634 
[4928]  train-auc:0.962499±0.001179 test-auc:0.850637±0.007631 
[4929]  train-auc:0.962504±0.001178 test-auc:0.850631±0.007614 
[4930]  train-auc:0.962513±0.001180 test-auc:0.850644±0.007619 
[4931]  train-auc:0.962516±0.001181 test-auc:0.850634±0.007621 
[4932]  train-auc:0.962523±0.001179 test-auc:0.850638±0.007611 
[4933]  train-auc:0.962535±0.001179 test-auc:0.850642±0.007613 
[4934]  train-auc:0.962539±0.001179 test-auc:0.850636±0.007611 
[4935]  train-auc:0.962550±0.001176 test-auc:0.850641±0.007608 
[4936]  train-auc:0.962553±0.001177 test-auc:0.850638±0.007610 
[4937]  train-auc:0.962563±0.001175 test-auc:0.850630±0.007606 
[4938]  train-auc:0.962568±0.001176 test-auc:0.850629±0.007609 
[4939]  train-auc:0.962575±0.001178 test-auc:0.850630±0.007610 
[4940]  train-auc:0.962586±0.001180 test-auc:0.850632±0.007618 
[4941]  train-auc:0.962589±0.001180 test-auc:0.850639±0.007617 
[4942]  train-auc:0.962600±0.001181 test-auc:0.850635±0.007630 
[4943]  train-auc:0.962613±0.001181 test-auc:0.850630±0.007618 
[4944]  train-auc:0.962621±0.001182 test-auc:0.850629±0.007618 
[4945]  train-auc:0.962628±0.001183 test-auc:0.850629±0.007613 
[4946]  train-auc:0.962634±0.001183 test-auc:0.850634±0.007619 
[4947]  train-auc:0.962646±0.001186 test-auc:0.850621±0.007622 
[4948]  train-auc:0.962652±0.001187 test-auc:0.850621±0.007620 
[4949]  train-auc:0.962662±0.001186 test-auc:0.850623±0.007623 
[4950]  train-auc:0.962673±0.001185 test-auc:0.850630±0.007626 
[4951]  train-auc:0.962685±0.001187 test-auc:0.850641±0.007627 
[4952]  train-auc:0.962689±0.001186 test-auc:0.850645±0.007634 
[4953]  train-auc:0.962695±0.001185 test-auc:0.850645±0.007632 
[4954]  train-auc:0.962701±0.001187 test-auc:0.850648±0.007633 
[4955]  train-auc:0.962709±0.001183 test-auc:0.850645±0.007621 
[4956]  train-auc:0.962713±0.001183 test-auc:0.850646±0.007618 
[4957]  train-auc:0.962720±0.001184 test-auc:0.850649±0.007618 
[4958]  train-auc:0.962726±0.001183 test-auc:0.850649±0.007628 
[4959]  train-auc:0.962732±0.001185 test-auc:0.850661±0.007628 
[4960]  train-auc:0.962741±0.001183 test-auc:0.850660±0.007633 
[4961]  train-auc:0.962747±0.001186 test-auc:0.850662±0.007640 
[4962]  train-auc:0.962756±0.001184 test-auc:0.850651±0.007644 
[4963]  train-auc:0.962758±0.001183 test-auc:0.850648±0.007646 
[4964]  train-auc:0.962767±0.001183 test-auc:0.850663±0.007643 
[4965]  train-auc:0.962773±0.001182 test-auc:0.850656±0.007644 
[4966]  train-auc:0.962782±0.001181 test-auc:0.850663±0.007649 
[4967]  train-auc:0.962790±0.001181 test-auc:0.850677±0.007646 
[4968]  train-auc:0.962797±0.001183 test-auc:0.850675±0.007647 
[4969]  train-auc:0.962799±0.001182 test-auc:0.850671±0.007654 
[4970]  train-auc:0.962805±0.001185 test-auc:0.850682±0.007644 
[4971]  train-auc:0.962810±0.001188 test-auc:0.850691±0.007643 
[4972]  train-auc:0.962816±0.001187 test-auc:0.850682±0.007658 
[4973]  train-auc:0.962819±0.001185 test-auc:0.850687±0.007662 
[4974]  train-auc:0.962825±0.001188 test-auc:0.850689±0.007666 
[4975]  train-auc:0.962828±0.001188 test-auc:0.850688±0.007661 
[4976]  train-auc:0.962834±0.001188 test-auc:0.850679±0.007667 
[4977]  train-auc:0.962843±0.001191 test-auc:0.850677±0.007666 
[4978]  train-auc:0.962849±0.001193 test-auc:0.850670±0.007672 
[4979]  train-auc:0.962858±0.001189 test-auc:0.850672±0.007678 
[4980]  train-auc:0.962867±0.001187 test-auc:0.850672±0.007673 
[4981]  train-auc:0.962872±0.001189 test-auc:0.850680±0.007676 
[4982]  train-auc:0.962878±0.001191 test-auc:0.850680±0.007667 
[4983]  train-auc:0.962887±0.001191 test-auc:0.850674±0.007671 
[4984]  train-auc:0.962893±0.001191 test-auc:0.850675±0.007662 
[4985]  train-auc:0.962901±0.001192 test-auc:0.850668±0.007664 
[4986]  train-auc:0.962906±0.001194 test-auc:0.850666±0.007660 
[4987]  train-auc:0.962912±0.001192 test-auc:0.850665±0.007669 
[4988]  train-auc:0.962916±0.001194 test-auc:0.850663±0.007672 
[4989]  train-auc:0.962920±0.001195 test-auc:0.850661±0.007677 
[4990]  train-auc:0.962936±0.001193 test-auc:0.850673±0.007669 
[4991]  train-auc:0.962942±0.001193 test-auc:0.850671±0.007663 
[4992]  train-auc:0.962947±0.001195 test-auc:0.850663±0.007671 
[4993]  train-auc:0.962951±0.001195 test-auc:0.850672±0.007675 
[4994]  train-auc:0.962959±0.001195 test-auc:0.850680±0.007662 
[4995]  train-auc:0.962964±0.001194 test-auc:0.850683±0.007661 
[4996]  train-auc:0.962976±0.001193 test-auc:0.850681±0.007662 
[4997]  train-auc:0.962978±0.001193 test-auc:0.850679±0.007666 
[4998]  train-auc:0.962987±0.001191 test-auc:0.850686±0.007656 
[4999]  train-auc:0.962989±0.001190 test-auc:0.850688±0.007657 
[5000]  train-auc:0.962995±0.001190 test-auc:0.850687±0.007650 
[5001]  train-auc:0.963003±0.001188 test-auc:0.850684±0.007647 
[5002]  train-auc:0.963012±0.001190 test-auc:0.850686±0.007650 
[5003]  train-auc:0.963017±0.001191 test-auc:0.850691±0.007645 
[5004]  train-auc:0.963024±0.001190 test-auc:0.850678±0.007644 
[5005]  train-auc:0.963028±0.001189 test-auc:0.850681±0.007642 
[5006]  train-auc:0.963032±0.001190 test-auc:0.850687±0.007647 
[5007]  train-auc:0.963038±0.001190 test-auc:0.850689±0.007652 
[5008]  train-auc:0.963044±0.001190 test-auc:0.850691±0.007650 
[5009]  train-auc:0.963046±0.001190 test-auc:0.850685±0.007647 
[5010]  train-auc:0.963054±0.001188 test-auc:0.850695±0.007651 
[5011]  train-auc:0.963061±0.001189 test-auc:0.850699±0.007656 
[5012]  train-auc:0.963075±0.001188 test-auc:0.850705±0.007645 
[5013]  train-auc:0.963080±0.001187 test-auc:0.850702±0.007646 
[5014]  train-auc:0.963084±0.001186 test-auc:0.850704±0.007646 
[5015]  train-auc:0.963088±0.001188 test-auc:0.850700±0.007646 
[5016]  train-auc:0.963096±0.001187 test-auc:0.850703±0.007651 
[5017]  train-auc:0.963101±0.001187 test-auc:0.850699±0.007652 
[5018]  train-auc:0.963108±0.001186 test-auc:0.850698±0.007642 
[5019]  train-auc:0.963114±0.001189 test-auc:0.850703±0.007638 
[5020]  train-auc:0.963119±0.001189 test-auc:0.850702±0.007635 
[5021]  train-auc:0.963121±0.001189 test-auc:0.850707±0.007640 
[5022]  train-auc:0.963128±0.001190 test-auc:0.850706±0.007634 
[5023]  train-auc:0.963134±0.001190 test-auc:0.850703±0.007637 
[5024]  train-auc:0.963146±0.001189 test-auc:0.850705±0.007630 
[5025]  train-auc:0.963154±0.001192 test-auc:0.850712±0.007626 
[5026]  train-auc:0.963160±0.001192 test-auc:0.850700±0.007632 
[5027]  train-auc:0.963162±0.001193 test-auc:0.850696±0.007623 
[5028]  train-auc:0.963169±0.001193 test-auc:0.850697±0.007615 
[5029]  train-auc:0.963182±0.001190 test-auc:0.850706±0.007627 
[5030]  train-auc:0.963187±0.001190 test-auc:0.850707±0.007633 
[5031]  train-auc:0.963193±0.001189 test-auc:0.850702±0.007628 
[5032]  train-auc:0.963201±0.001188 test-auc:0.850695±0.007638 
[5033]  train-auc:0.963213±0.001184 test-auc:0.850698±0.007630 
[5034]  train-auc:0.963217±0.001186 test-auc:0.850703±0.007626 
[5035]  train-auc:0.963221±0.001186 test-auc:0.850710±0.007624 
[5036]  train-auc:0.963227±0.001184 test-auc:0.850715±0.007612 
[5037]  train-auc:0.963237±0.001180 test-auc:0.850712±0.007617 
[5038]  train-auc:0.963243±0.001181 test-auc:0.850702±0.007622 
[5039]  train-auc:0.963253±0.001181 test-auc:0.850707±0.007634 
[5040]  train-auc:0.963263±0.001182 test-auc:0.850703±0.007636 
[5041]  train-auc:0.963269±0.001180 test-auc:0.850704±0.007631 
[5042]  train-auc:0.963278±0.001179 test-auc:0.850709±0.007628 
[5043]  train-auc:0.963288±0.001180 test-auc:0.850716±0.007626 
[5044]  train-auc:0.963291±0.001179 test-auc:0.850716±0.007631 
[5045]  train-auc:0.963299±0.001180 test-auc:0.850699±0.007630 
[5046]  train-auc:0.963308±0.001176 test-auc:0.850700±0.007626 
[5047]  train-auc:0.963311±0.001177 test-auc:0.850705±0.007627 
[5048]  train-auc:0.963322±0.001173 test-auc:0.850701±0.007626 
[5049]  train-auc:0.963328±0.001173 test-auc:0.850705±0.007621 
[5050]  train-auc:0.963332±0.001173 test-auc:0.850713±0.007618 
[5051]  train-auc:0.963336±0.001171 test-auc:0.850715±0.007622 
[5052]  train-auc:0.963340±0.001170 test-auc:0.850711±0.007616 
[5053]  train-auc:0.963349±0.001171 test-auc:0.850706±0.007613 
[5054]  train-auc:0.963366±0.001174 test-auc:0.850705±0.007615 
[5055]  train-auc:0.963371±0.001176 test-auc:0.850702±0.007615 
[5056]  train-auc:0.963379±0.001175 test-auc:0.850702±0.007631 
[5057]  train-auc:0.963388±0.001174 test-auc:0.850715±0.007626 
[5058]  train-auc:0.963396±0.001176 test-auc:0.850705±0.007634 
[5059]  train-auc:0.963399±0.001176 test-auc:0.850705±0.007635 
[5060]  train-auc:0.963403±0.001175 test-auc:0.850710±0.007641 
[5061]  train-auc:0.963413±0.001173 test-auc:0.850715±0.007634 
[5062]  train-auc:0.963420±0.001174 test-auc:0.850713±0.007640 
[5063]  train-auc:0.963423±0.001176 test-auc:0.850714±0.007642 
[5064]  train-auc:0.963431±0.001175 test-auc:0.850719±0.007646 
[5065]  train-auc:0.963437±0.001175 test-auc:0.850718±0.007647 
[5066]  train-auc:0.963443±0.001179 test-auc:0.850710±0.007656 
[5067]  train-auc:0.963450±0.001180 test-auc:0.850709±0.007652 
[5068]  train-auc:0.963452±0.001180 test-auc:0.850709±0.007655 
[5069]  train-auc:0.963460±0.001182 test-auc:0.850704±0.007646 
[5070]  train-auc:0.963467±0.001184 test-auc:0.850695±0.007649 
[5071]  train-auc:0.963468±0.001184 test-auc:0.850698±0.007648 
[5072]  train-auc:0.963472±0.001184 test-auc:0.850696±0.007644 
[5073]  train-auc:0.963479±0.001183 test-auc:0.850699±0.007636 
[5074]  train-auc:0.963484±0.001184 test-auc:0.850704±0.007628 
[5075]  train-auc:0.963486±0.001184 test-auc:0.850703±0.007633 
[5076]  train-auc:0.963491±0.001187 test-auc:0.850699±0.007634 
[5077]  train-auc:0.963499±0.001192 test-auc:0.850701±0.007642 
[5078]  train-auc:0.963503±0.001191 test-auc:0.850703±0.007643 
[5079]  train-auc:0.963508±0.001191 test-auc:0.850692±0.007641 
[5080]  train-auc:0.963522±0.001192 test-auc:0.850703±0.007630 
[5081]  train-auc:0.963531±0.001193 test-auc:0.850708±0.007630 
[5082]  train-auc:0.963535±0.001193 test-auc:0.850703±0.007624 
[5083]  train-auc:0.963542±0.001194 test-auc:0.850708±0.007626 
[5084]  train-auc:0.963548±0.001194 test-auc:0.850706±0.007631 
[5085]  train-auc:0.963553±0.001198 test-auc:0.850708±0.007635 
[5086]  train-auc:0.963557±0.001196 test-auc:0.850720±0.007642 
[5087]  train-auc:0.963560±0.001196 test-auc:0.850732±0.007637 
[5088]  train-auc:0.963564±0.001197 test-auc:0.850731±0.007630 
[5089]  train-auc:0.963577±0.001198 test-auc:0.850726±0.007632 
[5090]  train-auc:0.963583±0.001199 test-auc:0.850733±0.007629 
[5091]  train-auc:0.963592±0.001195 test-auc:0.850738±0.007624 
[5092]  train-auc:0.963597±0.001194 test-auc:0.850743±0.007625 
[5093]  train-auc:0.963602±0.001191 test-auc:0.850741±0.007624 
[5094]  train-auc:0.963616±0.001189 test-auc:0.850751±0.007635 
[5095]  train-auc:0.963627±0.001193 test-auc:0.850745±0.007637 
[5096]  train-auc:0.963636±0.001190 test-auc:0.850757±0.007649 
[5097]  train-auc:0.963640±0.001190 test-auc:0.850751±0.007648 
[5098]  train-auc:0.963648±0.001188 test-auc:0.850751±0.007657 
[5099]  train-auc:0.963659±0.001189 test-auc:0.850755±0.007644 
[5100]  train-auc:0.963668±0.001189 test-auc:0.850753±0.007657 
[5101]  train-auc:0.963678±0.001186 test-auc:0.850754±0.007664 
[5102]  train-auc:0.963683±0.001188 test-auc:0.850755±0.007668 
[5103]  train-auc:0.963692±0.001190 test-auc:0.850756±0.007661 
[5104]  train-auc:0.963696±0.001191 test-auc:0.850761±0.007671 
[5105]  train-auc:0.963697±0.001192 test-auc:0.850761±0.007671 
[5106]  train-auc:0.963700±0.001191 test-auc:0.850765±0.007674 
[5107]  train-auc:0.963711±0.001190 test-auc:0.850767±0.007681 
[5108]  train-auc:0.963721±0.001190 test-auc:0.850768±0.007673 
[5109]  train-auc:0.963729±0.001189 test-auc:0.850759±0.007681 
[5110]  train-auc:0.963735±0.001192 test-auc:0.850761±0.007672 
[5111]  train-auc:0.963742±0.001198 test-auc:0.850760±0.007678 
[5112]  train-auc:0.963747±0.001198 test-auc:0.850762±0.007684 
[5113]  train-auc:0.963755±0.001199 test-auc:0.850761±0.007679 
[5114]  train-auc:0.963762±0.001202 test-auc:0.850755±0.007677 
[5115]  train-auc:0.963766±0.001203 test-auc:0.850761±0.007673 
[5116]  train-auc:0.963775±0.001204 test-auc:0.850756±0.007676 
[5117]  train-auc:0.963784±0.001204 test-auc:0.850751±0.007687 
[5118]  train-auc:0.963789±0.001206 test-auc:0.850756±0.007681 
[5119]  train-auc:0.963794±0.001208 test-auc:0.850756±0.007680 
[5120]  train-auc:0.963803±0.001211 test-auc:0.850765±0.007688 
[5121]  train-auc:0.963811±0.001210 test-auc:0.850769±0.007684 
[5122]  train-auc:0.963819±0.001210 test-auc:0.850778±0.007681 
[5123]  train-auc:0.963825±0.001208 test-auc:0.850781±0.007685 
[5124]  train-auc:0.963830±0.001210 test-auc:0.850784±0.007684 
[5125]  train-auc:0.963834±0.001210 test-auc:0.850780±0.007697 
[5126]  train-auc:0.963842±0.001212 test-auc:0.850782±0.007697 
[5127]  train-auc:0.963856±0.001214 test-auc:0.850794±0.007703 
[5128]  train-auc:0.963865±0.001217 test-auc:0.850789±0.007694 
[5129]  train-auc:0.963876±0.001217 test-auc:0.850789±0.007689 
[5130]  train-auc:0.963887±0.001223 test-auc:0.850777±0.007689 
[5131]  train-auc:0.963892±0.001222 test-auc:0.850772±0.007696 
[5132]  train-auc:0.963902±0.001227 test-auc:0.850787±0.007692 
[5133]  train-auc:0.963905±0.001226 test-auc:0.850788±0.007697 
[5134]  train-auc:0.963910±0.001228 test-auc:0.850787±0.007694 
[5135]  train-auc:0.963920±0.001232 test-auc:0.850776±0.007694 
[5136]  train-auc:0.963922±0.001231 test-auc:0.850778±0.007688 
[5137]  train-auc:0.963930±0.001234 test-auc:0.850787±0.007687 
[5138]  train-auc:0.963937±0.001234 test-auc:0.850775±0.007684 
[5139]  train-auc:0.963950±0.001232 test-auc:0.850775±0.007694 
[5140]  train-auc:0.963958±0.001234 test-auc:0.850780±0.007691 
[5141]  train-auc:0.963974±0.001234 test-auc:0.850788±0.007693 
[5142]  train-auc:0.963982±0.001240 test-auc:0.850784±0.007699 
[5143]  train-auc:0.963988±0.001239 test-auc:0.850790±0.007692 
[5144]  train-auc:0.963993±0.001237 test-auc:0.850790±0.007693 
[5145]  train-auc:0.964005±0.001241 test-auc:0.850797±0.007686 
[5146]  train-auc:0.964011±0.001240 test-auc:0.850795±0.007690 
[5147]  train-auc:0.964022±0.001245 test-auc:0.850800±0.007689 
[5148]  train-auc:0.964025±0.001245 test-auc:0.850804±0.007688 
[5149]  train-auc:0.964030±0.001246 test-auc:0.850802±0.007686 
[5150]  train-auc:0.964035±0.001248 test-auc:0.850798±0.007692 
[5151]  train-auc:0.964046±0.001250 test-auc:0.850800±0.007676 
[5152]  train-auc:0.964052±0.001254 test-auc:0.850798±0.007676 
[5153]  train-auc:0.964057±0.001253 test-auc:0.850792±0.007668 
[5154]  train-auc:0.964060±0.001253 test-auc:0.850798±0.007665 
[5155]  train-auc:0.964063±0.001253 test-auc:0.850808±0.007670 
[5156]  train-auc:0.964070±0.001250 test-auc:0.850805±0.007683 
[5157]  train-auc:0.964079±0.001251 test-auc:0.850812±0.007680 
[5158]  train-auc:0.964087±0.001249 test-auc:0.850816±0.007671 
[5159]  train-auc:0.964092±0.001252 test-auc:0.850810±0.007679 
[5160]  train-auc:0.964108±0.001253 test-auc:0.850822±0.007691 
[5161]  train-auc:0.964115±0.001255 test-auc:0.850814±0.007692 
[5162]  train-auc:0.964120±0.001254 test-auc:0.850816±0.007691 
[5163]  train-auc:0.964123±0.001255 test-auc:0.850817±0.007699 
[5164]  train-auc:0.964127±0.001254 test-auc:0.850823±0.007705 
[5165]  train-auc:0.964133±0.001254 test-auc:0.850835±0.007702 
[5166]  train-auc:0.964142±0.001255 test-auc:0.850837±0.007706 
[5167]  train-auc:0.964146±0.001256 test-auc:0.850837±0.007707 
[5168]  train-auc:0.964155±0.001259 test-auc:0.850844±0.007708 
[5169]  train-auc:0.964160±0.001262 test-auc:0.850838±0.007704 
[5170]  train-auc:0.964168±0.001264 test-auc:0.850839±0.007698 
[5171]  train-auc:0.964172±0.001262 test-auc:0.850835±0.007701 
[5172]  train-auc:0.964179±0.001260 test-auc:0.850844±0.007698 
[5173]  train-auc:0.964189±0.001257 test-auc:0.850850±0.007696 
[5174]  train-auc:0.964197±0.001259 test-auc:0.850854±0.007688 
[5175]  train-auc:0.964204±0.001261 test-auc:0.850858±0.007686 
[5176]  train-auc:0.964209±0.001260 test-auc:0.850865±0.007691 
[5177]  train-auc:0.964216±0.001262 test-auc:0.850865±0.007698 
[5178]  train-auc:0.964223±0.001263 test-auc:0.850862±0.007698 
[5179]  train-auc:0.964233±0.001258 test-auc:0.850860±0.007700 
[5180]  train-auc:0.964249±0.001248 test-auc:0.850864±0.007718 
[5181]  train-auc:0.964258±0.001248 test-auc:0.850869±0.007717 
[5182]  train-auc:0.964266±0.001246 test-auc:0.850863±0.007724 
[5183]  train-auc:0.964273±0.001245 test-auc:0.850871±0.007718 
[5184]  train-auc:0.964276±0.001244 test-auc:0.850875±0.007718 
[5185]  train-auc:0.964281±0.001246 test-auc:0.850881±0.007720 
[5186]  train-auc:0.964290±0.001242 test-auc:0.850877±0.007724 
[5187]  train-auc:0.964296±0.001244 test-auc:0.850881±0.007723 
[5188]  train-auc:0.964302±0.001245 test-auc:0.850883±0.007717 
[5189]  train-auc:0.964307±0.001247 test-auc:0.850891±0.007716 
[5190]  train-auc:0.964313±0.001246 test-auc:0.850901±0.007711 
[5191]  train-auc:0.964322±0.001248 test-auc:0.850900±0.007713 
[5192]  train-auc:0.964328±0.001248 test-auc:0.850908±0.007720 
[5193]  train-auc:0.964342±0.001242 test-auc:0.850916±0.007739 
[5194]  train-auc:0.964351±0.001240 test-auc:0.850920±0.007723 
[5195]  train-auc:0.964356±0.001241 test-auc:0.850927±0.007726 
[5196]  train-auc:0.964361±0.001242 test-auc:0.850925±0.007715 
[5197]  train-auc:0.964367±0.001242 test-auc:0.850926±0.007719 
[5198]  train-auc:0.964376±0.001245 test-auc:0.850919±0.007720 
[5199]  train-auc:0.964385±0.001240 test-auc:0.850925±0.007733 
[5200]  train-auc:0.964393±0.001237 test-auc:0.850915±0.007725 
[5201]  train-auc:0.964400±0.001234 test-auc:0.850923±0.007718 
[5202]  train-auc:0.964408±0.001237 test-auc:0.850930±0.007712 
[5203]  train-auc:0.964410±0.001235 test-auc:0.850928±0.007716 
[5204]  train-auc:0.964413±0.001235 test-auc:0.850929±0.007717 
[5205]  train-auc:0.964416±0.001233 test-auc:0.850932±0.007719 
[5206]  train-auc:0.964420±0.001232 test-auc:0.850936±0.007711 
[5207]  train-auc:0.964431±0.001231 test-auc:0.850939±0.007706 
[5208]  train-auc:0.964434±0.001231 test-auc:0.850934±0.007704 
[5209]  train-auc:0.964440±0.001235 test-auc:0.850930±0.007706 
[5210]  train-auc:0.964449±0.001231 test-auc:0.850929±0.007701 
[5211]  train-auc:0.964459±0.001233 test-auc:0.850924±0.007707 
[5212]  train-auc:0.964465±0.001230 test-auc:0.850920±0.007704 
[5213]  train-auc:0.964472±0.001230 test-auc:0.850928±0.007706 
[5214]  train-auc:0.964479±0.001232 test-auc:0.850935±0.007700 
[5215]  train-auc:0.964487±0.001233 test-auc:0.850927±0.007700 
[5216]  train-auc:0.964498±0.001236 test-auc:0.850923±0.007696 
[5217]  train-auc:0.964510±0.001232 test-auc:0.850929±0.007696 
[5218]  train-auc:0.964521±0.001234 test-auc:0.850935±0.007693 
[5219]  train-auc:0.964525±0.001232 test-auc:0.850941±0.007689 
[5220]  train-auc:0.964530±0.001231 test-auc:0.850937±0.007683 
[5221]  train-auc:0.964536±0.001234 test-auc:0.850943±0.007689 
[5222]  train-auc:0.964538±0.001235 test-auc:0.850938±0.007687 
[5223]  train-auc:0.964546±0.001238 test-auc:0.850936±0.007678 
[5224]  train-auc:0.964558±0.001240 test-auc:0.850935±0.007664 
[5225]  train-auc:0.964564±0.001243 test-auc:0.850938±0.007664 
[5226]  train-auc:0.964568±0.001243 test-auc:0.850938±0.007654 
[5227]  train-auc:0.964575±0.001242 test-auc:0.850929±0.007659 
[5228]  train-auc:0.964583±0.001244 test-auc:0.850936±0.007656 
[5229]  train-auc:0.964587±0.001247 test-auc:0.850936±0.007658 
[5230]  train-auc:0.964594±0.001248 test-auc:0.850943±0.007653 
[5231]  train-auc:0.964603±0.001250 test-auc:0.850950±0.007650 
[5232]  train-auc:0.964611±0.001254 test-auc:0.850947±0.007662 
[5233]  train-auc:0.964615±0.001253 test-auc:0.850946±0.007666 
[5234]  train-auc:0.964624±0.001256 test-auc:0.850948±0.007665 
[5235]  train-auc:0.964630±0.001258 test-auc:0.850957±0.007666 
[5236]  train-auc:0.964634±0.001258 test-auc:0.850948±0.007669 
[5237]  train-auc:0.964642±0.001259 test-auc:0.850951±0.007668 
[5238]  train-auc:0.964645±0.001259 test-auc:0.850945±0.007670 
[5239]  train-auc:0.964650±0.001258 test-auc:0.850957±0.007669 
[5240]  train-auc:0.964658±0.001256 test-auc:0.850956±0.007667 
[5241]  train-auc:0.964666±0.001256 test-auc:0.850961±0.007667 
[5242]  train-auc:0.964672±0.001254 test-auc:0.850962±0.007664 
[5243]  train-auc:0.964679±0.001252 test-auc:0.850957±0.007663 
[5244]  train-auc:0.964694±0.001255 test-auc:0.850960±0.007669 
[5245]  train-auc:0.964699±0.001256 test-auc:0.850965±0.007662 
[5246]  train-auc:0.964705±0.001254 test-auc:0.850968±0.007659 
[5247]  train-auc:0.964712±0.001255 test-auc:0.850970±0.007660 
[5248]  train-auc:0.964718±0.001253 test-auc:0.850971±0.007657 
[5249]  train-auc:0.964729±0.001253 test-auc:0.850977±0.007653 
[5250]  train-auc:0.964734±0.001254 test-auc:0.850970±0.007655 
[5251]  train-auc:0.964739±0.001257 test-auc:0.850970±0.007657 
[5252]  train-auc:0.964749±0.001255 test-auc:0.850975±0.007656 
[5253]  train-auc:0.964761±0.001254 test-auc:0.850970±0.007646 
[5254]  train-auc:0.964768±0.001260 test-auc:0.850975±0.007642 
[5255]  train-auc:0.964774±0.001257 test-auc:0.850978±0.007643 
[5256]  train-auc:0.964779±0.001257 test-auc:0.850985±0.007645 
[5257]  train-auc:0.964786±0.001259 test-auc:0.850978±0.007639 
[5258]  train-auc:0.964796±0.001260 test-auc:0.850986±0.007628 
[5259]  train-auc:0.964801±0.001261 test-auc:0.850994±0.007640 
[5260]  train-auc:0.964808±0.001261 test-auc:0.850995±0.007635 
[5261]  train-auc:0.964818±0.001269 test-auc:0.850985±0.007638 
[5262]  train-auc:0.964820±0.001267 test-auc:0.850988±0.007641 
[5263]  train-auc:0.964828±0.001267 test-auc:0.850985±0.007646 
[5264]  train-auc:0.964840±0.001263 test-auc:0.850984±0.007646 
[5265]  train-auc:0.964848±0.001264 test-auc:0.850978±0.007656 
[5266]  train-auc:0.964858±0.001264 test-auc:0.850978±0.007646 
[5267]  train-auc:0.964868±0.001266 test-auc:0.850994±0.007643 
[5268]  train-auc:0.964875±0.001262 test-auc:0.850999±0.007642 
[5269]  train-auc:0.964885±0.001262 test-auc:0.851005±0.007652 
[5270]  train-auc:0.964891±0.001265 test-auc:0.851002±0.007654 
[5271]  train-auc:0.964896±0.001264 test-auc:0.850992±0.007653 
[5272]  train-auc:0.964897±0.001264 test-auc:0.850996±0.007651 
[5273]  train-auc:0.964902±0.001266 test-auc:0.850992±0.007654 
[5274]  train-auc:0.964905±0.001266 test-auc:0.850983±0.007654 
[5275]  train-auc:0.964918±0.001263 test-auc:0.850989±0.007650 
[5276]  train-auc:0.964922±0.001263 test-auc:0.850986±0.007654 
[5277]  train-auc:0.964931±0.001264 test-auc:0.850993±0.007663 
[5278]  train-auc:0.964933±0.001263 test-auc:0.850996±0.007665 
[5279]  train-auc:0.964937±0.001264 test-auc:0.851004±0.007667 
[5280]  train-auc:0.964940±0.001265 test-auc:0.850993±0.007666 
[5281]  train-auc:0.964945±0.001265 test-auc:0.850990±0.007666 
[5282]  train-auc:0.964951±0.001262 test-auc:0.850986±0.007656 
[5283]  train-auc:0.964967±0.001254 test-auc:0.850987±0.007658 
[5284]  train-auc:0.964970±0.001253 test-auc:0.850984±0.007660 
[5285]  train-auc:0.964975±0.001252 test-auc:0.850987±0.007665 
[5286]  train-auc:0.964982±0.001249 test-auc:0.850992±0.007669 
[5287]  train-auc:0.964992±0.001250 test-auc:0.850998±0.007678 
[5288]  train-auc:0.964997±0.001249 test-auc:0.851001±0.007672 
[5289]  train-auc:0.965003±0.001250 test-auc:0.850997±0.007674 
[5290]  train-auc:0.965011±0.001248 test-auc:0.850996±0.007682 
[5291]  train-auc:0.965020±0.001244 test-auc:0.850997±0.007665 
[5292]  train-auc:0.965027±0.001248 test-auc:0.851000±0.007670 
[5293]  train-auc:0.965037±0.001249 test-auc:0.851000±0.007670 
[5294]  train-auc:0.965052±0.001240 test-auc:0.851004±0.007670 
[5295]  train-auc:0.965056±0.001239 test-auc:0.851008±0.007668 
[5296]  train-auc:0.965071±0.001240 test-auc:0.851011±0.007674 
[5297]  train-auc:0.965077±0.001241 test-auc:0.851017±0.007677 
[5298]  train-auc:0.965084±0.001243 test-auc:0.851011±0.007675 
[5299]  train-auc:0.965090±0.001243 test-auc:0.851011±0.007681 
[5300]  train-auc:0.965119±0.001236 test-auc:0.851009±0.007681 
[5301]  train-auc:0.965125±0.001235 test-auc:0.851011±0.007681 
[5302]  train-auc:0.965136±0.001234 test-auc:0.851008±0.007686 
[5303]  train-auc:0.965141±0.001236 test-auc:0.851003±0.007686 
[5304]  train-auc:0.965146±0.001239 test-auc:0.851005±0.007693 
[5305]  train-auc:0.965150±0.001241 test-auc:0.851004±0.007694 
[5306]  train-auc:0.965157±0.001239 test-auc:0.851007±0.007693 
[5307]  train-auc:0.965165±0.001237 test-auc:0.851008±0.007692 
[5308]  train-auc:0.965175±0.001234 test-auc:0.851014±0.007694 
[5309]  train-auc:0.965182±0.001233 test-auc:0.851024±0.007693 
[5310]  train-auc:0.965185±0.001232 test-auc:0.851020±0.007692 
[5311]  train-auc:0.965187±0.001233 test-auc:0.851024±0.007683 
[5312]  train-auc:0.965191±0.001235 test-auc:0.851022±0.007674 
[5313]  train-auc:0.965211±0.001232 test-auc:0.851037±0.007681 
[5314]  train-auc:0.965217±0.001229 test-auc:0.851036±0.007675 
[5315]  train-auc:0.965226±0.001230 test-auc:0.851038±0.007669 
[5316]  train-auc:0.965229±0.001232 test-auc:0.851039±0.007673 
[5317]  train-auc:0.965235±0.001230 test-auc:0.851043±0.007678 
[5318]  train-auc:0.965242±0.001229 test-auc:0.851039±0.007668 
[5319]  train-auc:0.965249±0.001231 test-auc:0.851041±0.007662 
[5320]  train-auc:0.965257±0.001235 test-auc:0.851035±0.007663 
[5321]  train-auc:0.965264±0.001237 test-auc:0.851040±0.007660 
[5322]  train-auc:0.965268±0.001238 test-auc:0.851042±0.007658 
[5323]  train-auc:0.965277±0.001233 test-auc:0.851049±0.007659 
[5324]  train-auc:0.965282±0.001234 test-auc:0.851050±0.007663 
[5325]  train-auc:0.965289±0.001237 test-auc:0.851062±0.007664 
[5326]  train-auc:0.965293±0.001238 test-auc:0.851061±0.007658 
[5327]  train-auc:0.965304±0.001237 test-auc:0.851062±0.007661 
[5328]  train-auc:0.965310±0.001241 test-auc:0.851057±0.007675 
[5329]  train-auc:0.965321±0.001242 test-auc:0.851055±0.007666 
[5330]  train-auc:0.965327±0.001244 test-auc:0.851057±0.007654 
[5331]  train-auc:0.965333±0.001246 test-auc:0.851060±0.007662 
[5332]  train-auc:0.965339±0.001245 test-auc:0.851058±0.007663 
[5333]  train-auc:0.965347±0.001249 test-auc:0.851065±0.007656 
[5334]  train-auc:0.965355±0.001251 test-auc:0.851066±0.007660 
[5335]  train-auc:0.965360±0.001255 test-auc:0.851058±0.007662 
[5336]  train-auc:0.965366±0.001258 test-auc:0.851063±0.007663 
[5337]  train-auc:0.965377±0.001259 test-auc:0.851064±0.007665 
[5338]  train-auc:0.965380±0.001258 test-auc:0.851063±0.007659 
[5339]  train-auc:0.965388±0.001261 test-auc:0.851073±0.007657 
[5340]  train-auc:0.965393±0.001261 test-auc:0.851071±0.007654 
[5341]  train-auc:0.965405±0.001266 test-auc:0.851075±0.007651 
[5342]  train-auc:0.965407±0.001266 test-auc:0.851081±0.007650 
[5343]  train-auc:0.965412±0.001268 test-auc:0.851076±0.007652 
[5344]  train-auc:0.965420±0.001268 test-auc:0.851074±0.007661 
[5345]  train-auc:0.965428±0.001271 test-auc:0.851070±0.007668 
[5346]  train-auc:0.965434±0.001272 test-auc:0.851069±0.007676 
[5347]  train-auc:0.965441±0.001269 test-auc:0.851079±0.007672 
[5348]  train-auc:0.965447±0.001269 test-auc:0.851078±0.007670 
[5349]  train-auc:0.965452±0.001267 test-auc:0.851078±0.007667 
[5350]  train-auc:0.965463±0.001271 test-auc:0.851077±0.007664 
[5351]  train-auc:0.965467±0.001272 test-auc:0.851074±0.007661 
[5352]  train-auc:0.965483±0.001276 test-auc:0.851064±0.007655 
[5353]  train-auc:0.965490±0.001277 test-auc:0.851066±0.007664 
[5354]  train-auc:0.965497±0.001277 test-auc:0.851072±0.007656 
[5355]  train-auc:0.965506±0.001277 test-auc:0.851064±0.007647 
[5356]  train-auc:0.965511±0.001275 test-auc:0.851067±0.007655 
[5357]  train-auc:0.965514±0.001275 test-auc:0.851076±0.007657 
[5358]  train-auc:0.965517±0.001275 test-auc:0.851080±0.007658 
[5359]  train-auc:0.965524±0.001279 test-auc:0.851082±0.007649 
[5360]  train-auc:0.965532±0.001281 test-auc:0.851076±0.007651 
[5361]  train-auc:0.965538±0.001284 test-auc:0.851082±0.007642 
[5362]  train-auc:0.965544±0.001284 test-auc:0.851084±0.007648 
[5363]  train-auc:0.965553±0.001282 test-auc:0.851071±0.007641 
[5364]  train-auc:0.965561±0.001277 test-auc:0.851072±0.007635 
[5365]  train-auc:0.965568±0.001274 test-auc:0.851072±0.007634 
[5366]  train-auc:0.965576±0.001273 test-auc:0.851070±0.007640 
[5367]  train-auc:0.965580±0.001272 test-auc:0.851077±0.007646 
[5368]  train-auc:0.965589±0.001273 test-auc:0.851083±0.007648 
[5369]  train-auc:0.965593±0.001272 test-auc:0.851079±0.007651 
[5370]  train-auc:0.965600±0.001272 test-auc:0.851075±0.007651 
[5371]  train-auc:0.965607±0.001270 test-auc:0.851069±0.007658 
[5372]  train-auc:0.965615±0.001271 test-auc:0.851072±0.007664 
[5373]  train-auc:0.965620±0.001273 test-auc:0.851078±0.007669 
[5374]  train-auc:0.965627±0.001275 test-auc:0.851094±0.007665 
[5375]  train-auc:0.965637±0.001277 test-auc:0.851097±0.007667 
[5376]  train-auc:0.965645±0.001275 test-auc:0.851101±0.007671 
[5377]  train-auc:0.965650±0.001277 test-auc:0.851098±0.007677 
[5378]  train-auc:0.965661±0.001280 test-auc:0.851108±0.007679 
[5379]  train-auc:0.965667±0.001280 test-auc:0.851106±0.007680 
[5380]  train-auc:0.965673±0.001283 test-auc:0.851106±0.007676 
[5381]  train-auc:0.965682±0.001282 test-auc:0.851101±0.007678 
[5382]  train-auc:0.965695±0.001279 test-auc:0.851103±0.007682 
[5383]  train-auc:0.965699±0.001280 test-auc:0.851107±0.007677 
[5384]  train-auc:0.965708±0.001277 test-auc:0.851122±0.007677 
[5385]  train-auc:0.965717±0.001277 test-auc:0.851132±0.007669 
[5386]  train-auc:0.965723±0.001280 test-auc:0.851132±0.007672 
[5387]  train-auc:0.965731±0.001279 test-auc:0.851142±0.007682 
[5388]  train-auc:0.965735±0.001279 test-auc:0.851141±0.007684 
[5389]  train-auc:0.965741±0.001281 test-auc:0.851133±0.007678 
[5390]  train-auc:0.965746±0.001279 test-auc:0.851131±0.007685 
[5391]  train-auc:0.965755±0.001276 test-auc:0.851141±0.007692 
[5392]  train-auc:0.965765±0.001275 test-auc:0.851141±0.007701 
[5393]  train-auc:0.965776±0.001277 test-auc:0.851146±0.007703 
[5394]  train-auc:0.965782±0.001279 test-auc:0.851151±0.007701 
[5395]  train-auc:0.965788±0.001280 test-auc:0.851157±0.007701 
[5396]  train-auc:0.965799±0.001281 test-auc:0.851165±0.007707 
[5397]  train-auc:0.965807±0.001281 test-auc:0.851164±0.007694 
[5398]  train-auc:0.965810±0.001281 test-auc:0.851157±0.007697 
[5399]  train-auc:0.965819±0.001281 test-auc:0.851166±0.007706 
[5400]  train-auc:0.965824±0.001282 test-auc:0.851160±0.007707 
[5401]  train-auc:0.965836±0.001278 test-auc:0.851158±0.007708 
[5402]  train-auc:0.965845±0.001276 test-auc:0.851169±0.007705 
[5403]  train-auc:0.965852±0.001275 test-auc:0.851172±0.007698 
[5404]  train-auc:0.965859±0.001274 test-auc:0.851173±0.007703 
[5405]  train-auc:0.965868±0.001273 test-auc:0.851172±0.007707 
[5406]  train-auc:0.965875±0.001272 test-auc:0.851178±0.007706 
[5407]  train-auc:0.965892±0.001266 test-auc:0.851195±0.007710 
[5408]  train-auc:0.965899±0.001265 test-auc:0.851190±0.007710 
[5409]  train-auc:0.965903±0.001267 test-auc:0.851192±0.007715 
[5410]  train-auc:0.965909±0.001268 test-auc:0.851194±0.007717 
[5411]  train-auc:0.965927±0.001271 test-auc:0.851197±0.007725 
[5412]  train-auc:0.965932±0.001271 test-auc:0.851193±0.007722 
[5413]  train-auc:0.965936±0.001273 test-auc:0.851199±0.007716 
[5414]  train-auc:0.965942±0.001273 test-auc:0.851202±0.007715 
[5415]  train-auc:0.965947±0.001274 test-auc:0.851202±0.007716 
[5416]  train-auc:0.965954±0.001275 test-auc:0.851214±0.007724 
[5417]  train-auc:0.965956±0.001275 test-auc:0.851218±0.007726 
[5418]  train-auc:0.965965±0.001275 test-auc:0.851215±0.007720 
[5419]  train-auc:0.965969±0.001275 test-auc:0.851212±0.007725 
[5420]  train-auc:0.965974±0.001278 test-auc:0.851201±0.007726 
[5421]  train-auc:0.965977±0.001279 test-auc:0.851209±0.007720 
[5422]  train-auc:0.965984±0.001281 test-auc:0.851220±0.007720 
[5423]  train-auc:0.965989±0.001280 test-auc:0.851213±0.007722 
[5424]  train-auc:0.965994±0.001279 test-auc:0.851217±0.007714 
[5425]  train-auc:0.966003±0.001285 test-auc:0.851208±0.007718 
[5426]  train-auc:0.966008±0.001287 test-auc:0.851205±0.007715 
[5427]  train-auc:0.966018±0.001288 test-auc:0.851211±0.007718 
[5428]  train-auc:0.966029±0.001288 test-auc:0.851211±0.007724 
[5429]  train-auc:0.966036±0.001290 test-auc:0.851225±0.007727 
[5430]  train-auc:0.966040±0.001290 test-auc:0.851226±0.007723 
[5431]  train-auc:0.966044±0.001291 test-auc:0.851232±0.007714 
[5432]  train-auc:0.966050±0.001289 test-auc:0.851235±0.007723 
[5433]  train-auc:0.966059±0.001289 test-auc:0.851244±0.007714 
[5434]  train-auc:0.966067±0.001289 test-auc:0.851243±0.007715 
[5435]  train-auc:0.966072±0.001290 test-auc:0.851237±0.007713 
[5436]  train-auc:0.966079±0.001296 test-auc:0.851239±0.007712 
[5437]  train-auc:0.966088±0.001303 test-auc:0.851249±0.007707 
[5438]  train-auc:0.966102±0.001301 test-auc:0.851261±0.007700 
[5439]  train-auc:0.966112±0.001304 test-auc:0.851260±0.007710 
[5440]  train-auc:0.966118±0.001307 test-auc:0.851271±0.007700 
[5441]  train-auc:0.966124±0.001307 test-auc:0.851277±0.007711 
[5442]  train-auc:0.966128±0.001306 test-auc:0.851278±0.007713 
[5443]  train-auc:0.966136±0.001303 test-auc:0.851278±0.007701 
[5444]  train-auc:0.966141±0.001306 test-auc:0.851282±0.007699 
[5445]  train-auc:0.966148±0.001308 test-auc:0.851289±0.007698 
[5446]  train-auc:0.966155±0.001313 test-auc:0.851283±0.007689 
[5447]  train-auc:0.966158±0.001314 test-auc:0.851282±0.007685 
[5448]  train-auc:0.966166±0.001318 test-auc:0.851290±0.007691 
[5449]  train-auc:0.966173±0.001318 test-auc:0.851286±0.007682 
[5450]  train-auc:0.966178±0.001319 test-auc:0.851288±0.007684 
[5451]  train-auc:0.966186±0.001319 test-auc:0.851291±0.007695 
[5452]  train-auc:0.966192±0.001320 test-auc:0.851289±0.007697 
[5453]  train-auc:0.966195±0.001322 test-auc:0.851290±0.007697 
[5454]  train-auc:0.966202±0.001325 test-auc:0.851294±0.007702 
[5455]  train-auc:0.966205±0.001324 test-auc:0.851299±0.007696 
[5456]  train-auc:0.966217±0.001327 test-auc:0.851295±0.007697 
[5457]  train-auc:0.966230±0.001335 test-auc:0.851307±0.007688 
[5458]  train-auc:0.966233±0.001336 test-auc:0.851305±0.007681 
[5459]  train-auc:0.966238±0.001336 test-auc:0.851301±0.007688 
[5460]  train-auc:0.966248±0.001329 test-auc:0.851306±0.007690 
[5461]  train-auc:0.966254±0.001333 test-auc:0.851306±0.007691 
[5462]  train-auc:0.966258±0.001335 test-auc:0.851304±0.007691 
[5463]  train-auc:0.966264±0.001335 test-auc:0.851317±0.007686 
[5464]  train-auc:0.966272±0.001340 test-auc:0.851315±0.007692 
[5465]  train-auc:0.966276±0.001342 test-auc:0.851325±0.007696 
[5466]  train-auc:0.966281±0.001343 test-auc:0.851318±0.007693 
[5467]  train-auc:0.966285±0.001346 test-auc:0.851319±0.007694 
[5468]  train-auc:0.966291±0.001348 test-auc:0.851324±0.007688 
[5469]  train-auc:0.966296±0.001348 test-auc:0.851320±0.007696 
[5470]  train-auc:0.966301±0.001348 test-auc:0.851320±0.007696 
[5471]  train-auc:0.966305±0.001347 test-auc:0.851323±0.007708 
[5472]  train-auc:0.966310±0.001348 test-auc:0.851329±0.007720 
[5473]  train-auc:0.966315±0.001349 test-auc:0.851319±0.007717 
[5474]  train-auc:0.966321±0.001346 test-auc:0.851321±0.007720 
[5475]  train-auc:0.966329±0.001345 test-auc:0.851320±0.007719 
[5476]  train-auc:0.966338±0.001351 test-auc:0.851317±0.007726 
[5477]  train-auc:0.966344±0.001350 test-auc:0.851320±0.007732 
[5478]  train-auc:0.966352±0.001351 test-auc:0.851319±0.007720 
[5479]  train-auc:0.966360±0.001349 test-auc:0.851335±0.007726 
[5480]  train-auc:0.966376±0.001347 test-auc:0.851335±0.007730 
[5481]  train-auc:0.966384±0.001346 test-auc:0.851336±0.007730 
[5482]  train-auc:0.966387±0.001347 test-auc:0.851337±0.007733 
[5483]  train-auc:0.966394±0.001346 test-auc:0.851329±0.007733 
[5484]  train-auc:0.966401±0.001344 test-auc:0.851326±0.007729 
[5485]  train-auc:0.966407±0.001344 test-auc:0.851326±0.007731 
[5486]  train-auc:0.966412±0.001342 test-auc:0.851328±0.007723 
[5487]  train-auc:0.966416±0.001343 test-auc:0.851331±0.007730 
[5488]  train-auc:0.966421±0.001343 test-auc:0.851328±0.007741 
[5489]  train-auc:0.966427±0.001344 test-auc:0.851328±0.007737 
[5490]  train-auc:0.966434±0.001345 test-auc:0.851328±0.007738 
[5491]  train-auc:0.966452±0.001343 test-auc:0.851337±0.007733 
[5492]  train-auc:0.966456±0.001344 test-auc:0.851332±0.007726 
[5493]  train-auc:0.966461±0.001342 test-auc:0.851332±0.007726 
[5494]  train-auc:0.966466±0.001343 test-auc:0.851325±0.007725 
[5495]  train-auc:0.966470±0.001343 test-auc:0.851321±0.007726 
[5496]  train-auc:0.966487±0.001346 test-auc:0.851335±0.007727 
[5497]  train-auc:0.966494±0.001343 test-auc:0.851339±0.007725 
[5498]  train-auc:0.966503±0.001339 test-auc:0.851341±0.007719 
[5499]  train-auc:0.966507±0.001340 test-auc:0.851337±0.007726 
[5500]  train-auc:0.966511±0.001341 test-auc:0.851337±0.007721 
[5501]  train-auc:0.966516±0.001341 test-auc:0.851336±0.007722 
[5502]  train-auc:0.966523±0.001344 test-auc:0.851344±0.007722 
[5503]  train-auc:0.966529±0.001344 test-auc:0.851345±0.007715 
[5504]  train-auc:0.966540±0.001339 test-auc:0.851345±0.007720 
[5505]  train-auc:0.966544±0.001341 test-auc:0.851344±0.007720 
[5506]  train-auc:0.966556±0.001343 test-auc:0.851354±0.007727 
[5507]  train-auc:0.966559±0.001342 test-auc:0.851358±0.007723 
[5508]  train-auc:0.966568±0.001345 test-auc:0.851346±0.007731 
[5509]  train-auc:0.966572±0.001347 test-auc:0.851343±0.007725 
[5510]  train-auc:0.966582±0.001347 test-auc:0.851346±0.007725 
[5511]  train-auc:0.966586±0.001346 test-auc:0.851350±0.007724 
[5512]  train-auc:0.966592±0.001344 test-auc:0.851345±0.007725 
[5513]  train-auc:0.966607±0.001346 test-auc:0.851347±0.007724 
[5514]  train-auc:0.966614±0.001347 test-auc:0.851345±0.007725 
[5515]  train-auc:0.966623±0.001347 test-auc:0.851348±0.007726 
[5516]  train-auc:0.966630±0.001346 test-auc:0.851344±0.007730 
[5517]  train-auc:0.966634±0.001347 test-auc:0.851340±0.007730 
[5518]  train-auc:0.966642±0.001347 test-auc:0.851339±0.007724 
[5519]  train-auc:0.966647±0.001348 test-auc:0.851342±0.007727 
[5520]  train-auc:0.966658±0.001347 test-auc:0.851347±0.007730 
[5521]  train-auc:0.966670±0.001350 test-auc:0.851354±0.007744 
[5522]  train-auc:0.966674±0.001351 test-auc:0.851347±0.007742 
[5523]  train-auc:0.966681±0.001351 test-auc:0.851350±0.007748 
[5524]  train-auc:0.966685±0.001348 test-auc:0.851347±0.007738 
[5525]  train-auc:0.966688±0.001348 test-auc:0.851352±0.007733 
[5526]  train-auc:0.966693±0.001347 test-auc:0.851349±0.007727 
[5527]  train-auc:0.966697±0.001348 test-auc:0.851340±0.007717 
[5528]  train-auc:0.966700±0.001349 test-auc:0.851341±0.007722 
[5529]  train-auc:0.966705±0.001347 test-auc:0.851339±0.007715 
[5530]  train-auc:0.966715±0.001345 test-auc:0.851343±0.007721 
[5531]  train-auc:0.966720±0.001344 test-auc:0.851341±0.007722 
[5532]  train-auc:0.966726±0.001347 test-auc:0.851349±0.007724 
[5533]  train-auc:0.966733±0.001349 test-auc:0.851355±0.007711 
[5534]  train-auc:0.966741±0.001350 test-auc:0.851352±0.007709 
[5535]  train-auc:0.966744±0.001349 test-auc:0.851351±0.007717 
[5536]  train-auc:0.966749±0.001350 test-auc:0.851349±0.007716 
[5537]  train-auc:0.966758±0.001355 test-auc:0.851353±0.007713 
[5538]  train-auc:0.966768±0.001359 test-auc:0.851359±0.007716 
[5539]  train-auc:0.966775±0.001359 test-auc:0.851361±0.007707 
[5540]  train-auc:0.966784±0.001361 test-auc:0.851360±0.007706 
[5541]  train-auc:0.966796±0.001359 test-auc:0.851368±0.007686 
[5542]  train-auc:0.966805±0.001357 test-auc:0.851363±0.007690 
[5543]  train-auc:0.966809±0.001358 test-auc:0.851354±0.007688 
[5544]  train-auc:0.966813±0.001357 test-auc:0.851344±0.007682 
[5545]  train-auc:0.966818±0.001355 test-auc:0.851341±0.007683 
[5546]  train-auc:0.966828±0.001355 test-auc:0.851351±0.007684 
[5547]  train-auc:0.966833±0.001353 test-auc:0.851345±0.007680 
[5548]  train-auc:0.966838±0.001352 test-auc:0.851344±0.007689 
[5549]  train-auc:0.966844±0.001352 test-auc:0.851348±0.007690 
[5550]  train-auc:0.966848±0.001351 test-auc:0.851343±0.007684 
[5551]  train-auc:0.966855±0.001354 test-auc:0.851343±0.007688 
[5552]  train-auc:0.966866±0.001354 test-auc:0.851338±0.007680 
[5553]  train-auc:0.966872±0.001350 test-auc:0.851328±0.007678 
[5554]  train-auc:0.966877±0.001350 test-auc:0.851335±0.007681 
[5555]  train-auc:0.966883±0.001351 test-auc:0.851340±0.007684 
[5556]  train-auc:0.966887±0.001350 test-auc:0.851351±0.007684 
[5557]  train-auc:0.966893±0.001351 test-auc:0.851358±0.007685 
[5558]  train-auc:0.966898±0.001351 test-auc:0.851351±0.007676 
[5559]  train-auc:0.966903±0.001351 test-auc:0.851354±0.007680 
[5560]  train-auc:0.966907±0.001351 test-auc:0.851352±0.007681 
[5561]  train-auc:0.966915±0.001354 test-auc:0.851368±0.007696 
[5562]  train-auc:0.966919±0.001354 test-auc:0.851374±0.007701 
[5563]  train-auc:0.966928±0.001354 test-auc:0.851366±0.007680 
[5564]  train-auc:0.966935±0.001353 test-auc:0.851367±0.007677 
[5565]  train-auc:0.966940±0.001354 test-auc:0.851373±0.007675 
[5566]  train-auc:0.966949±0.001355 test-auc:0.851366±0.007669 
[5567]  train-auc:0.966952±0.001357 test-auc:0.851371±0.007659 
[5568]  train-auc:0.966956±0.001356 test-auc:0.851378±0.007657 
[5569]  train-auc:0.966960±0.001356 test-auc:0.851375±0.007668 
[5570]  train-auc:0.966966±0.001359 test-auc:0.851371±0.007668 
[5571]  train-auc:0.966969±0.001359 test-auc:0.851372±0.007664 
[5572]  train-auc:0.966975±0.001359 test-auc:0.851370±0.007679 
[5573]  train-auc:0.966978±0.001359 test-auc:0.851369±0.007676 
[5574]  train-auc:0.966989±0.001356 test-auc:0.851373±0.007682 
[5575]  train-auc:0.967003±0.001354 test-auc:0.851377±0.007680 
[5576]  train-auc:0.967010±0.001355 test-auc:0.851372±0.007682 
[5577]  train-auc:0.967018±0.001357 test-auc:0.851378±0.007679 
[5578]  train-auc:0.967020±0.001358 test-auc:0.851372±0.007682 
[5579]  train-auc:0.967029±0.001357 test-auc:0.851361±0.007689 
[5580]  train-auc:0.967033±0.001359 test-auc:0.851355±0.007697 
[5581]  train-auc:0.967038±0.001359 test-auc:0.851349±0.007692 
[5582]  train-auc:0.967043±0.001358 test-auc:0.851349±0.007699 
[5583]  train-auc:0.967046±0.001359 test-auc:0.851342±0.007699 
[5584]  train-auc:0.967051±0.001359 test-auc:0.851342±0.007692 
[5585]  train-auc:0.967061±0.001363 test-auc:0.851347±0.007690 
[5586]  train-auc:0.967065±0.001363 test-auc:0.851350±0.007691 
[5587]  train-auc:0.967069±0.001361 test-auc:0.851354±0.007682 
[5588]  train-auc:0.967083±0.001360 test-auc:0.851358±0.007685 
[5589]  train-auc:0.967086±0.001359 test-auc:0.851362±0.007694 
[5590]  train-auc:0.967092±0.001357 test-auc:0.851365±0.007693 
[5591]  train-auc:0.967096±0.001357 test-auc:0.851369±0.007694 
[5592]  train-auc:0.967099±0.001355 test-auc:0.851370±0.007697 
[5593]  train-auc:0.967104±0.001356 test-auc:0.851369±0.007692 
[5594]  train-auc:0.967107±0.001357 test-auc:0.851368±0.007691 
[5595]  train-auc:0.967111±0.001358 test-auc:0.851367±0.007691 
[5596]  train-auc:0.967115±0.001355 test-auc:0.851365±0.007691 
[5597]  train-auc:0.967124±0.001351 test-auc:0.851359±0.007696 
[5598]  train-auc:0.967129±0.001352 test-auc:0.851363±0.007707 
[5599]  train-auc:0.967135±0.001352 test-auc:0.851360±0.007708 
[5600]  train-auc:0.967143±0.001350 test-auc:0.851369±0.007711 
[5601]  train-auc:0.967147±0.001349 test-auc:0.851364±0.007703 
[5602]  train-auc:0.967149±0.001352 test-auc:0.851371±0.007703 
[5603]  train-auc:0.967155±0.001355 test-auc:0.851374±0.007703 
[5604]  train-auc:0.967171±0.001357 test-auc:0.851379±0.007699 
[5605]  train-auc:0.967181±0.001358 test-auc:0.851383±0.007707 
[5606]  train-auc:0.967196±0.001363 test-auc:0.851376±0.007704 
[5607]  train-auc:0.967199±0.001362 test-auc:0.851375±0.007700 
[5608]  train-auc:0.967202±0.001362 test-auc:0.851377±0.007697 
[5609]  train-auc:0.967205±0.001364 test-auc:0.851377±0.007690 
[5610]  train-auc:0.967211±0.001365 test-auc:0.851377±0.007703 
[5611]  train-auc:0.967228±0.001367 test-auc:0.851390±0.007706 
[5612]  train-auc:0.967233±0.001367 test-auc:0.851391±0.007701 
[5613]  train-auc:0.967241±0.001366 test-auc:0.851395±0.007706 
[5614]  train-auc:0.967244±0.001366 test-auc:0.851400±0.007717 
[5615]  train-auc:0.967246±0.001365 test-auc:0.851392±0.007712 
[5616]  train-auc:0.967255±0.001368 test-auc:0.851396±0.007715 
[5617]  train-auc:0.967260±0.001370 test-auc:0.851398±0.007714 
[5618]  train-auc:0.967265±0.001370 test-auc:0.851397±0.007719 
[5619]  train-auc:0.967271±0.001370 test-auc:0.851416±0.007710 
[5620]  train-auc:0.967278±0.001369 test-auc:0.851429±0.007716 
[5621]  train-auc:0.967284±0.001368 test-auc:0.851430±0.007710 
[5622]  train-auc:0.967287±0.001368 test-auc:0.851434±0.007721 
[5623]  train-auc:0.967293±0.001366 test-auc:0.851438±0.007726 
[5624]  train-auc:0.967300±0.001367 test-auc:0.851444±0.007725 
[5625]  train-auc:0.967304±0.001365 test-auc:0.851449±0.007717 
[5626]  train-auc:0.967320±0.001365 test-auc:0.851446±0.007715 
[5627]  train-auc:0.967324±0.001365 test-auc:0.851445±0.007708 
[5628]  train-auc:0.967328±0.001367 test-auc:0.851442±0.007714 
[5629]  train-auc:0.967334±0.001370 test-auc:0.851451±0.007708 
[5630]  train-auc:0.967342±0.001370 test-auc:0.851450±0.007712 
[5631]  train-auc:0.967347±0.001369 test-auc:0.851443±0.007712 
[5632]  train-auc:0.967352±0.001368 test-auc:0.851434±0.007714 
[5633]  train-auc:0.967363±0.001370 test-auc:0.851448±0.007704 
[5634]  train-auc:0.967367±0.001370 test-auc:0.851446±0.007709 
[5635]  train-auc:0.967378±0.001369 test-auc:0.851453±0.007700 
[5636]  train-auc:0.967383±0.001369 test-auc:0.851458±0.007696 
[5637]  train-auc:0.967390±0.001370 test-auc:0.851473±0.007697 
[5638]  train-auc:0.967392±0.001370 test-auc:0.851469±0.007694 
[5639]  train-auc:0.967398±0.001371 test-auc:0.851478±0.007701 
[5640]  train-auc:0.967406±0.001371 test-auc:0.851475±0.007707 
[5641]  train-auc:0.967412±0.001376 test-auc:0.851469±0.007704 
[5642]  train-auc:0.967415±0.001375 test-auc:0.851468±0.007709 
[5643]  train-auc:0.967422±0.001376 test-auc:0.851470±0.007701 
[5644]  train-auc:0.967429±0.001380 test-auc:0.851475±0.007694 
[5645]  train-auc:0.967434±0.001379 test-auc:0.851473±0.007688 
[5646]  train-auc:0.967437±0.001380 test-auc:0.851474±0.007685 
[5647]  train-auc:0.967445±0.001381 test-auc:0.851465±0.007677 
[5648]  train-auc:0.967453±0.001379 test-auc:0.851463±0.007678 
[5649]  train-auc:0.967466±0.001385 test-auc:0.851469±0.007671 
[5650]  train-auc:0.967472±0.001386 test-auc:0.851470±0.007667 
[5651]  train-auc:0.967480±0.001384 test-auc:0.851472±0.007666 
[5652]  train-auc:0.967484±0.001383 test-auc:0.851476±0.007670 
[5653]  train-auc:0.967489±0.001382 test-auc:0.851479±0.007678 
[5654]  train-auc:0.967493±0.001384 test-auc:0.851475±0.007677 
[5655]  train-auc:0.967502±0.001382 test-auc:0.851485±0.007669 
[5656]  train-auc:0.967511±0.001385 test-auc:0.851481±0.007677 
[5657]  train-auc:0.967517±0.001382 test-auc:0.851471±0.007676 
[5658]  train-auc:0.967519±0.001382 test-auc:0.851471±0.007678 
[5659]  train-auc:0.967527±0.001378 test-auc:0.851476±0.007675 
[5660]  train-auc:0.967536±0.001377 test-auc:0.851476±0.007684 
[5661]  train-auc:0.967548±0.001380 test-auc:0.851473±0.007680 
[5662]  train-auc:0.967552±0.001380 test-auc:0.851473±0.007684 
[5663]  train-auc:0.967555±0.001381 test-auc:0.851471±0.007678 
[5664]  train-auc:0.967567±0.001382 test-auc:0.851483±0.007690 
[5665]  train-auc:0.967576±0.001383 test-auc:0.851493±0.007691 
[5666]  train-auc:0.967584±0.001384 test-auc:0.851492±0.007691 
[5667]  train-auc:0.967587±0.001384 test-auc:0.851502±0.007698 
[5668]  train-auc:0.967591±0.001384 test-auc:0.851502±0.007699 
[5669]  train-auc:0.967596±0.001384 test-auc:0.851492±0.007699 
[5670]  train-auc:0.967604±0.001382 test-auc:0.851497±0.007704 
[5671]  train-auc:0.967607±0.001380 test-auc:0.851496±0.007711 
[5672]  train-auc:0.967612±0.001383 test-auc:0.851506±0.007704 
[5673]  train-auc:0.967617±0.001384 test-auc:0.851499±0.007701 
[5674]  train-auc:0.967623±0.001384 test-auc:0.851503±0.007694 
[5675]  train-auc:0.967624±0.001384 test-auc:0.851507±0.007691 
[5676]  train-auc:0.967634±0.001382 test-auc:0.851511±0.007694 
[5677]  train-auc:0.967639±0.001381 test-auc:0.851514±0.007695 
[5678]  train-auc:0.967644±0.001379 test-auc:0.851511±0.007692 
[5679]  train-auc:0.967649±0.001375 test-auc:0.851518±0.007693 
[5680]  train-auc:0.967655±0.001375 test-auc:0.851518±0.007692 
[5681]  train-auc:0.967659±0.001372 test-auc:0.851519±0.007696 
[5682]  train-auc:0.967664±0.001369 test-auc:0.851527±0.007697 
[5683]  train-auc:0.967669±0.001370 test-auc:0.851528±0.007700 
[5684]  train-auc:0.967678±0.001370 test-auc:0.851520±0.007703 
[5685]  train-auc:0.967688±0.001373 test-auc:0.851513±0.007699 
[5686]  train-auc:0.967691±0.001372 test-auc:0.851517±0.007708 
[5687]  train-auc:0.967697±0.001372 test-auc:0.851515±0.007700 
[5688]  train-auc:0.967707±0.001370 test-auc:0.851510±0.007692 
[5689]  train-auc:0.967714±0.001367 test-auc:0.851504±0.007690 
[5690]  train-auc:0.967715±0.001366 test-auc:0.851502±0.007691 
[5691]  train-auc:0.967721±0.001365 test-auc:0.851515±0.007690 
[5692]  train-auc:0.967726±0.001363 test-auc:0.851513±0.007677 
[5693]  train-auc:0.967737±0.001365 test-auc:0.851522±0.007679 
[5694]  train-auc:0.967739±0.001365 test-auc:0.851523±0.007679 
[5695]  train-auc:0.967743±0.001366 test-auc:0.851519±0.007672 
[5696]  train-auc:0.967750±0.001368 test-auc:0.851521±0.007672 
[5697]  train-auc:0.967758±0.001366 test-auc:0.851514±0.007681 
[5698]  train-auc:0.967770±0.001361 test-auc:0.851516±0.007684 
[5699]  train-auc:0.967775±0.001359 test-auc:0.851513±0.007701 
[5700]  train-auc:0.967778±0.001359 test-auc:0.851513±0.007697 
[5701]  train-auc:0.967783±0.001360 test-auc:0.851519±0.007689 
[5702]  train-auc:0.967787±0.001359 test-auc:0.851530±0.007698 
[5703]  train-auc:0.967792±0.001359 test-auc:0.851532±0.007702 
[5704]  train-auc:0.967795±0.001359 test-auc:0.851529±0.007709 
[5705]  train-auc:0.967798±0.001359 test-auc:0.851534±0.007703 
[5706]  train-auc:0.967803±0.001359 test-auc:0.851532±0.007700 
[5707]  train-auc:0.967807±0.001358 test-auc:0.851537±0.007698 
[5708]  train-auc:0.967812±0.001361 test-auc:0.851546±0.007689 
[5709]  train-auc:0.967817±0.001363 test-auc:0.851538±0.007688 
[5710]  train-auc:0.967819±0.001363 test-auc:0.851544±0.007686 
[5711]  train-auc:0.967823±0.001365 test-auc:0.851531±0.007690 
[5712]  train-auc:0.967829±0.001367 test-auc:0.851532±0.007687 
[5713]  train-auc:0.967836±0.001366 test-auc:0.851536±0.007682 
[5714]  train-auc:0.967838±0.001367 test-auc:0.851538±0.007687 
[5715]  train-auc:0.967841±0.001368 test-auc:0.851535±0.007688 
[5716]  train-auc:0.967852±0.001365 test-auc:0.851542±0.007683 
[5717]  train-auc:0.967855±0.001365 test-auc:0.851542±0.007684 
[5718]  train-auc:0.967866±0.001362 test-auc:0.851553±0.007687 
[5719]  train-auc:0.967875±0.001362 test-auc:0.851559±0.007676 
[5720]  train-auc:0.967881±0.001362 test-auc:0.851563±0.007676 
[5721]  train-auc:0.967886±0.001360 test-auc:0.851571±0.007677 
[5722]  train-auc:0.967890±0.001362 test-auc:0.851563±0.007679 
[5723]  train-auc:0.967897±0.001362 test-auc:0.851561±0.007679 
[5724]  train-auc:0.967901±0.001364 test-auc:0.851556±0.007681 
[5725]  train-auc:0.967905±0.001365 test-auc:0.851558±0.007675 
[5726]  train-auc:0.967910±0.001366 test-auc:0.851556±0.007675 
[5727]  train-auc:0.967917±0.001367 test-auc:0.851554±0.007681 
[5728]  train-auc:0.967920±0.001367 test-auc:0.851550±0.007674 
[5729]  train-auc:0.967922±0.001367 test-auc:0.851550±0.007683 
[5730]  train-auc:0.967924±0.001369 test-auc:0.851542±0.007690 
[5731]  train-auc:0.967928±0.001371 test-auc:0.851547±0.007690 
[5732]  train-auc:0.967933±0.001371 test-auc:0.851539±0.007695 
[5733]  train-auc:0.967936±0.001372 test-auc:0.851541±0.007694 
[5734]  train-auc:0.967942±0.001374 test-auc:0.851540±0.007689 
[5735]  train-auc:0.967951±0.001375 test-auc:0.851551±0.007700 
[5736]  train-auc:0.967955±0.001375 test-auc:0.851552±0.007713 
[5737]  train-auc:0.967959±0.001375 test-auc:0.851550±0.007711 
[5738]  train-auc:0.967962±0.001377 test-auc:0.851547±0.007708 
[5739]  train-auc:0.967967±0.001380 test-auc:0.851545±0.007712 
[5740]  train-auc:0.967979±0.001375 test-auc:0.851553±0.007713 
[5741]  train-auc:0.967983±0.001376 test-auc:0.851554±0.007711 
[5742]  train-auc:0.967988±0.001378 test-auc:0.851548±0.007714 
[5743]  train-auc:0.967992±0.001376 test-auc:0.851551±0.007710 
[5744]  train-auc:0.967999±0.001376 test-auc:0.851551±0.007701 
[5745]  train-auc:0.968009±0.001379 test-auc:0.851560±0.007703 
[5746]  train-auc:0.968013±0.001379 test-auc:0.851557±0.007709 
[5747]  train-auc:0.968017±0.001379 test-auc:0.851554±0.007714 
[5748]  train-auc:0.968024±0.001378 test-auc:0.851554±0.007706 
[5749]  train-auc:0.968030±0.001379 test-auc:0.851557±0.007705 
[5750]  train-auc:0.968031±0.001379 test-auc:0.851557±0.007712 
[5751]  train-auc:0.968039±0.001380 test-auc:0.851561±0.007719 
[5752]  train-auc:0.968042±0.001379 test-auc:0.851559±0.007720 
[5753]  train-auc:0.968058±0.001378 test-auc:0.851558±0.007710 
[5754]  train-auc:0.968063±0.001381 test-auc:0.851552±0.007718 
[5755]  train-auc:0.968067±0.001380 test-auc:0.851554±0.007714 
[5756]  train-auc:0.968069±0.001380 test-auc:0.851551±0.007718 
[5757]  train-auc:0.968074±0.001378 test-auc:0.851556±0.007725 
[5758]  train-auc:0.968079±0.001377 test-auc:0.851557±0.007736 
[5759]  train-auc:0.968087±0.001373 test-auc:0.851550±0.007746 
[5760]  train-auc:0.968091±0.001373 test-auc:0.851551±0.007750 
[5761]  train-auc:0.968096±0.001374 test-auc:0.851560±0.007754 
[5762]  train-auc:0.968100±0.001374 test-auc:0.851555±0.007750 
[5763]  train-auc:0.968106±0.001373 test-auc:0.851559±0.007754 
[5764]  train-auc:0.968114±0.001372 test-auc:0.851554±0.007755 
[5765]  train-auc:0.968120±0.001375 test-auc:0.851553±0.007751 
[5766]  train-auc:0.968125±0.001374 test-auc:0.851547±0.007755 
[5767]  train-auc:0.968132±0.001372 test-auc:0.851550±0.007765 
[5768]  train-auc:0.968145±0.001375 test-auc:0.851547±0.007760 
[5769]  train-auc:0.968156±0.001375 test-auc:0.851550±0.007748 
[5770]  train-auc:0.968161±0.001373 test-auc:0.851552±0.007754 
[5771]  train-auc:0.968167±0.001373 test-auc:0.851559±0.007756 
[5772]  train-auc:0.968172±0.001377 test-auc:0.851569±0.007760 
[5773]  train-auc:0.968178±0.001376 test-auc:0.851561±0.007758 
[5774]  train-auc:0.968184±0.001378 test-auc:0.851555±0.007740 
[5775]  train-auc:0.968187±0.001380 test-auc:0.851558±0.007738 
[5776]  train-auc:0.968196±0.001379 test-auc:0.851553±0.007748 
[5777]  train-auc:0.968198±0.001379 test-auc:0.851548±0.007751 
[5778]  train-auc:0.968200±0.001383 test-auc:0.851546±0.007751 
[5779]  train-auc:0.968211±0.001381 test-auc:0.851549±0.007752 
[5780]  train-auc:0.968213±0.001381 test-auc:0.851537±0.007749 
[5781]  train-auc:0.968219±0.001381 test-auc:0.851538±0.007765 
[5782]  train-auc:0.968225±0.001382 test-auc:0.851546±0.007759 
[5783]  train-auc:0.968228±0.001381 test-auc:0.851543±0.007764 
[5784]  train-auc:0.968233±0.001381 test-auc:0.851548±0.007768 
[5785]  train-auc:0.968243±0.001378 test-auc:0.851555±0.007769 
[5786]  train-auc:0.968248±0.001377 test-auc:0.851559±0.007765 
[5787]  train-auc:0.968254±0.001377 test-auc:0.851550±0.007760 
[5788]  train-auc:0.968259±0.001376 test-auc:0.851552±0.007759 
[5789]  train-auc:0.968271±0.001378 test-auc:0.851561±0.007764 
[5790]  train-auc:0.968278±0.001379 test-auc:0.851565±0.007769 
[5791]  train-auc:0.968286±0.001380 test-auc:0.851567±0.007773 
[5792]  train-auc:0.968289±0.001380 test-auc:0.851570±0.007776 
[5793]  train-auc:0.968292±0.001381 test-auc:0.851577±0.007772 
[5794]  train-auc:0.968300±0.001385 test-auc:0.851580±0.007772 
[5795]  train-auc:0.968303±0.001383 test-auc:0.851571±0.007770 
[5796]  train-auc:0.968310±0.001384 test-auc:0.851568±0.007766 
[5797]  train-auc:0.968321±0.001386 test-auc:0.851573±0.007757 
[5798]  train-auc:0.968333±0.001382 test-auc:0.851579±0.007749 
[5799]  train-auc:0.968339±0.001385 test-auc:0.851589±0.007747 
[5800]  train-auc:0.968349±0.001381 test-auc:0.851596±0.007767 
[5801]  train-auc:0.968354±0.001380 test-auc:0.851595±0.007757 
[5802]  train-auc:0.968358±0.001379 test-auc:0.851590±0.007756 
[5803]  train-auc:0.968367±0.001380 test-auc:0.851592±0.007767 
[5804]  train-auc:0.968375±0.001380 test-auc:0.851582±0.007766 
[5805]  train-auc:0.968380±0.001380 test-auc:0.851580±0.007767 
[5806]  train-auc:0.968385±0.001381 test-auc:0.851576±0.007768 
[5807]  train-auc:0.968393±0.001380 test-auc:0.851576±0.007755 
[5808]  train-auc:0.968405±0.001378 test-auc:0.851561±0.007758 
[5809]  train-auc:0.968411±0.001377 test-auc:0.851567±0.007754 
[5810]  train-auc:0.968420±0.001375 test-auc:0.851568±0.007761 
[5811]  train-auc:0.968423±0.001374 test-auc:0.851564±0.007765 
[5812]  train-auc:0.968430±0.001372 test-auc:0.851563±0.007769 
[5813]  train-auc:0.968441±0.001370 test-auc:0.851562±0.007780 
[5814]  train-auc:0.968444±0.001372 test-auc:0.851565±0.007787 
[5815]  train-auc:0.968445±0.001372 test-auc:0.851563±0.007790 
[5816]  train-auc:0.968455±0.001372 test-auc:0.851567±0.007790 
[5817]  train-auc:0.968464±0.001368 test-auc:0.851574±0.007812 
[5818]  train-auc:0.968466±0.001368 test-auc:0.851580±0.007816 
[5819]  train-auc:0.968472±0.001369 test-auc:0.851585±0.007807 
[5820]  train-auc:0.968484±0.001371 test-auc:0.851585±0.007796 
[5821]  train-auc:0.968490±0.001371 test-auc:0.851590±0.007792 
[5822]  train-auc:0.968492±0.001370 test-auc:0.851590±0.007789 
[5823]  train-auc:0.968498±0.001369 test-auc:0.851584±0.007796 
[5824]  train-auc:0.968502±0.001370 test-auc:0.851587±0.007788 
[5825]  train-auc:0.968507±0.001371 test-auc:0.851586±0.007797 
[5826]  train-auc:0.968513±0.001369 test-auc:0.851596±0.007804 
[5827]  train-auc:0.968517±0.001366 test-auc:0.851602±0.007799 
[5828]  train-auc:0.968524±0.001370 test-auc:0.851599±0.007798 
[5829]  train-auc:0.968527±0.001371 test-auc:0.851596±0.007803 
[5830]  train-auc:0.968536±0.001371 test-auc:0.851597±0.007802 
[5831]  train-auc:0.968540±0.001371 test-auc:0.851596±0.007803 
[5832]  train-auc:0.968542±0.001372 test-auc:0.851593±0.007806 
[5833]  train-auc:0.968550±0.001371 test-auc:0.851594±0.007803 
[5834]  train-auc:0.968555±0.001374 test-auc:0.851588±0.007806 
[5835]  train-auc:0.968563±0.001374 test-auc:0.851591±0.007805 
[5836]  train-auc:0.968566±0.001375 test-auc:0.851595±0.007804 
[5837]  train-auc:0.968571±0.001376 test-auc:0.851600±0.007795 
[5838]  train-auc:0.968574±0.001377 test-auc:0.851597±0.007799 
[5839]  train-auc:0.968577±0.001378 test-auc:0.851592±0.007801 
[5840]  train-auc:0.968584±0.001376 test-auc:0.851593±0.007798 
[5841]  train-auc:0.968587±0.001376 test-auc:0.851600±0.007806 
[5842]  train-auc:0.968592±0.001375 test-auc:0.851585±0.007816 
[5843]  train-auc:0.968596±0.001377 test-auc:0.851586±0.007815 
[5844]  train-auc:0.968602±0.001377 test-auc:0.851593±0.007814 
[5845]  train-auc:0.968612±0.001381 test-auc:0.851589±0.007811 
[5846]  train-auc:0.968615±0.001382 test-auc:0.851593±0.007806 
[5847]  train-auc:0.968626±0.001385 test-auc:0.851604±0.007799 
[5848]  train-auc:0.968631±0.001385 test-auc:0.851605±0.007801 
[5849]  train-auc:0.968633±0.001388 test-auc:0.851608±0.007790 
[5850]  train-auc:0.968638±0.001389 test-auc:0.851609±0.007794 
[5851]  train-auc:0.968642±0.001390 test-auc:0.851602±0.007795 
[5852]  train-auc:0.968646±0.001389 test-auc:0.851604±0.007802 
[5853]  train-auc:0.968656±0.001391 test-auc:0.851602±0.007809 
[5854]  train-auc:0.968664±0.001394 test-auc:0.851597±0.007817 
[5855]  train-auc:0.968671±0.001391 test-auc:0.851596±0.007820 
[5856]  train-auc:0.968676±0.001392 test-auc:0.851608±0.007826 
[5857]  train-auc:0.968683±0.001392 test-auc:0.851599±0.007830 
[5858]  train-auc:0.968686±0.001391 test-auc:0.851594±0.007812 
[5859]  train-auc:0.968693±0.001390 test-auc:0.851593±0.007810 
[5860]  train-auc:0.968696±0.001389 test-auc:0.851592±0.007801 
[5861]  train-auc:0.968698±0.001389 test-auc:0.851594±0.007805 
[5862]  train-auc:0.968708±0.001391 test-auc:0.851595±0.007802 
[5863]  train-auc:0.968718±0.001388 test-auc:0.851603±0.007810 
[5864]  train-auc:0.968720±0.001388 test-auc:0.851592±0.007813 
[5865]  train-auc:0.968723±0.001388 test-auc:0.851585±0.007812 
[5866]  train-auc:0.968726±0.001388 test-auc:0.851582±0.007804 
[5867]  train-auc:0.968736±0.001391 test-auc:0.851574±0.007786 
[5868]  train-auc:0.968740±0.001390 test-auc:0.851576±0.007794 
[5869]  train-auc:0.968746±0.001393 test-auc:0.851574±0.007799 
[5870]  train-auc:0.968751±0.001395 test-auc:0.851574±0.007795 
[5871]  train-auc:0.968762±0.001392 test-auc:0.851573±0.007808 
[5872]  train-auc:0.968766±0.001393 test-auc:0.851576±0.007809 
[5873]  train-auc:0.968776±0.001392 test-auc:0.851572±0.007808 
[5874]  train-auc:0.968780±0.001394 test-auc:0.851569±0.007803 
[5875]  train-auc:0.968785±0.001395 test-auc:0.851576±0.007798 
[5876]  train-auc:0.968794±0.001396 test-auc:0.851577±0.007790 
[5877]  train-auc:0.968798±0.001396 test-auc:0.851586±0.007795 
[5878]  train-auc:0.968805±0.001394 test-auc:0.851585±0.007793 
[5879]  train-auc:0.968811±0.001394 test-auc:0.851590±0.007800 
[5880]  train-auc:0.968815±0.001395 test-auc:0.851597±0.007801 
[5881]  train-auc:0.968821±0.001396 test-auc:0.851602±0.007792 
[5882]  train-auc:0.968827±0.001395 test-auc:0.851613±0.007792 
[5883]  train-auc:0.968831±0.001394 test-auc:0.851608±0.007790 
[5884]  train-auc:0.968841±0.001395 test-auc:0.851609±0.007792 
[5885]  train-auc:0.968849±0.001397 test-auc:0.851614±0.007799 
[5886]  train-auc:0.968856±0.001394 test-auc:0.851617±0.007808 
[5887]  train-auc:0.968859±0.001394 test-auc:0.851619±0.007804 
[5888]  train-auc:0.968862±0.001394 test-auc:0.851620±0.007812 
[5889]  train-auc:0.968867±0.001394 test-auc:0.851616±0.007828 
[5890]  train-auc:0.968875±0.001396 test-auc:0.851624±0.007812 
[5891]  train-auc:0.968885±0.001394 test-auc:0.851626±0.007816 
[5892]  train-auc:0.968888±0.001393 test-auc:0.851624±0.007810 
[5893]  train-auc:0.968892±0.001394 test-auc:0.851629±0.007812 
[5894]  train-auc:0.968895±0.001396 test-auc:0.851626±0.007805 
[5895]  train-auc:0.968900±0.001396 test-auc:0.851619±0.007821 
[5896]  train-auc:0.968905±0.001397 test-auc:0.851613±0.007817 
[5897]  train-auc:0.968908±0.001399 test-auc:0.851618±0.007818 
[5898]  train-auc:0.968911±0.001397 test-auc:0.851614±0.007822 
[5899]  train-auc:0.968915±0.001396 test-auc:0.851615±0.007827 
[5900]  train-auc:0.968920±0.001394 test-auc:0.851620±0.007824 
[5901]  train-auc:0.968926±0.001395 test-auc:0.851626±0.007825 
[5902]  train-auc:0.968932±0.001394 test-auc:0.851620±0.007821 
[5903]  train-auc:0.968938±0.001393 test-auc:0.851630±0.007828 
[5904]  train-auc:0.968944±0.001394 test-auc:0.851646±0.007827 
[5905]  train-auc:0.968948±0.001396 test-auc:0.851646±0.007827 
[5906]  train-auc:0.968951±0.001397 test-auc:0.851640±0.007824 
[5907]  train-auc:0.968955±0.001400 test-auc:0.851644±0.007823 
[5908]  train-auc:0.968962±0.001400 test-auc:0.851638±0.007816 
[5909]  train-auc:0.968965±0.001400 test-auc:0.851641±0.007815 
[5910]  train-auc:0.968970±0.001400 test-auc:0.851646±0.007802 
[5911]  train-auc:0.968972±0.001400 test-auc:0.851647±0.007801 
[5912]  train-auc:0.968981±0.001400 test-auc:0.851654±0.007800 
[5913]  train-auc:0.968985±0.001401 test-auc:0.851651±0.007794 
[5914]  train-auc:0.968991±0.001403 test-auc:0.851650±0.007786 
[5915]  train-auc:0.968996±0.001403 test-auc:0.851659±0.007796 
[5916]  train-auc:0.968998±0.001404 test-auc:0.851661±0.007800 
[5917]  train-auc:0.969004±0.001404 test-auc:0.851652±0.007807 
[5918]  train-auc:0.969007±0.001404 test-auc:0.851654±0.007805 
[5919]  train-auc:0.969020±0.001399 test-auc:0.851664±0.007804 
[5920]  train-auc:0.969022±0.001399 test-auc:0.851664±0.007812 
[5921]  train-auc:0.969027±0.001400 test-auc:0.851662±0.007817 
[5922]  train-auc:0.969030±0.001399 test-auc:0.851655±0.007811 
[5923]  train-auc:0.969034±0.001400 test-auc:0.851654±0.007821 
[5924]  train-auc:0.969040±0.001399 test-auc:0.851665±0.007821 
[5925]  train-auc:0.969048±0.001397 test-auc:0.851664±0.007818 
[5926]  train-auc:0.969058±0.001392 test-auc:0.851669±0.007821 
[5927]  train-auc:0.969063±0.001391 test-auc:0.851671±0.007832 
[5928]  train-auc:0.969067±0.001389 test-auc:0.851677±0.007832 
[5929]  train-auc:0.969074±0.001391 test-auc:0.851672±0.007839 
[5930]  train-auc:0.969078±0.001394 test-auc:0.851674±0.007839 
[5931]  train-auc:0.969084±0.001398 test-auc:0.851678±0.007829 
[5932]  train-auc:0.969087±0.001400 test-auc:0.851675±0.007832 
[5933]  train-auc:0.969091±0.001401 test-auc:0.851675±0.007833 
[5934]  train-auc:0.969096±0.001399 test-auc:0.851671±0.007843 
[5935]  train-auc:0.969105±0.001398 test-auc:0.851681±0.007847 
[5936]  train-auc:0.969112±0.001401 test-auc:0.851675±0.007843 
[5937]  train-auc:0.969117±0.001402 test-auc:0.851668±0.007846 
[5938]  train-auc:0.969121±0.001402 test-auc:0.851667±0.007838 
[5939]  train-auc:0.969127±0.001401 test-auc:0.851672±0.007833 
[5940]  train-auc:0.969132±0.001403 test-auc:0.851671±0.007830 
[5941]  train-auc:0.969137±0.001404 test-auc:0.851681±0.007819 
[5942]  train-auc:0.969147±0.001403 test-auc:0.851680±0.007821 
[5943]  train-auc:0.969152±0.001402 test-auc:0.851685±0.007823 
[5944]  train-auc:0.969156±0.001403 test-auc:0.851683±0.007825 
[5945]  train-auc:0.969161±0.001402 test-auc:0.851684±0.007823 
[5946]  train-auc:0.969163±0.001403 test-auc:0.851686±0.007829 
[5947]  train-auc:0.969168±0.001401 test-auc:0.851685±0.007833 
[5948]  train-auc:0.969172±0.001402 test-auc:0.851684±0.007821 
[5949]  train-auc:0.969175±0.001401 test-auc:0.851689±0.007826 
[5950]  train-auc:0.969182±0.001406 test-auc:0.851683±0.007833 
[5951]  train-auc:0.969184±0.001407 test-auc:0.851685±0.007834 
[5952]  train-auc:0.969191±0.001404 test-auc:0.851679±0.007822 
[5953]  train-auc:0.969198±0.001404 test-auc:0.851687±0.007819 
[5954]  train-auc:0.969201±0.001403 test-auc:0.851687±0.007819 
[5955]  train-auc:0.969205±0.001404 test-auc:0.851686±0.007812 
[5956]  train-auc:0.969208±0.001404 test-auc:0.851681±0.007814 
[5957]  train-auc:0.969212±0.001405 test-auc:0.851683±0.007812 
[5958]  train-auc:0.969223±0.001406 test-auc:0.851693±0.007805 
[5959]  train-auc:0.969231±0.001408 test-auc:0.851697±0.007815 
[5960]  train-auc:0.969237±0.001408 test-auc:0.851699±0.007809 
[5961]  train-auc:0.969239±0.001408 test-auc:0.851704±0.007804 
[5962]  train-auc:0.969241±0.001407 test-auc:0.851705±0.007806 
[5963]  train-auc:0.969245±0.001405 test-auc:0.851709±0.007802 
[5964]  train-auc:0.969249±0.001403 test-auc:0.851710±0.007806 
[5965]  train-auc:0.969250±0.001402 test-auc:0.851706±0.007804 
[5966]  train-auc:0.969254±0.001402 test-auc:0.851710±0.007805 
[5967]  train-auc:0.969258±0.001402 test-auc:0.851707±0.007806 
[5968]  train-auc:0.969263±0.001400 test-auc:0.851699±0.007806 
[5969]  train-auc:0.969265±0.001402 test-auc:0.851702±0.007800 
[5970]  train-auc:0.969270±0.001401 test-auc:0.851714±0.007816 
[5971]  train-auc:0.969273±0.001401 test-auc:0.851711±0.007826 
[5972]  train-auc:0.969278±0.001403 test-auc:0.851705±0.007826 
[5973]  train-auc:0.969282±0.001403 test-auc:0.851705±0.007836 
[5974]  train-auc:0.969288±0.001403 test-auc:0.851709±0.007823 
[5975]  train-auc:0.969294±0.001402 test-auc:0.851710±0.007820 
[5976]  train-auc:0.969296±0.001403 test-auc:0.851707±0.007827 
[5977]  train-auc:0.969297±0.001402 test-auc:0.851711±0.007831 
[5978]  train-auc:0.969299±0.001403 test-auc:0.851716±0.007840 
[5979]  train-auc:0.969302±0.001403 test-auc:0.851709±0.007837 
[5980]  train-auc:0.969308±0.001405 test-auc:0.851715±0.007840 
[5981]  train-auc:0.969313±0.001407 test-auc:0.851725±0.007849 
[5982]  train-auc:0.969319±0.001406 test-auc:0.851726±0.007850 
[5983]  train-auc:0.969323±0.001408 test-auc:0.851728±0.007843 
[5984]  train-auc:0.969327±0.001409 test-auc:0.851727±0.007836 
[5985]  train-auc:0.969330±0.001411 test-auc:0.851736±0.007834 
[5986]  train-auc:0.969332±0.001411 test-auc:0.851740±0.007836 
[5987]  train-auc:0.969335±0.001414 test-auc:0.851737±0.007826 
[5988]  train-auc:0.969338±0.001416 test-auc:0.851738±0.007824 
[5989]  train-auc:0.969340±0.001416 test-auc:0.851730±0.007829 
[5990]  train-auc:0.969344±0.001419 test-auc:0.851733±0.007829 
[5991]  train-auc:0.969349±0.001421 test-auc:0.851730±0.007820 
[5992]  train-auc:0.969352±0.001422 test-auc:0.851737±0.007823 
[5993]  train-auc:0.969357±0.001422 test-auc:0.851734±0.007827 
[5994]  train-auc:0.969360±0.001423 test-auc:0.851729±0.007826 
[5995]  train-auc:0.969362±0.001424 test-auc:0.851726±0.007831 
[5996]  train-auc:0.969365±0.001423 test-auc:0.851732±0.007831 
[5997]  train-auc:0.969367±0.001423 test-auc:0.851739±0.007830 
[5998]  train-auc:0.969372±0.001423 test-auc:0.851733±0.007827 
[5999]  train-auc:0.969375±0.001422 test-auc:0.851734±0.007833 
[6000]  train-auc:0.969380±0.001424 test-auc:0.851735±0.007826 
[6001]  train-auc:0.969385±0.001422 test-auc:0.851744±0.007830 
[6002]  train-auc:0.969392±0.001424 test-auc:0.851742±0.007839 
[6003]  train-auc:0.969397±0.001421 test-auc:0.851734±0.007837 
[6004]  train-auc:0.969401±0.001422 test-auc:0.851726±0.007839 
[6005]  train-auc:0.969403±0.001422 test-auc:0.851720±0.007839 
[6006]  train-auc:0.969414±0.001417 test-auc:0.851712±0.007838 
[6007]  train-auc:0.969415±0.001417 test-auc:0.851716±0.007837 
[6008]  train-auc:0.969419±0.001419 test-auc:0.851721±0.007830 
[6009]  train-auc:0.969422±0.001421 test-auc:0.851715±0.007836 
[6010]  train-auc:0.969427±0.001419 test-auc:0.851708±0.007840 
[6011]  train-auc:0.969433±0.001420 test-auc:0.851717±0.007840 
[6012]  train-auc:0.969437±0.001419 test-auc:0.851714±0.007835 
[6013]  train-auc:0.969446±0.001416 test-auc:0.851720±0.007841 
[6014]  train-auc:0.969449±0.001418 test-auc:0.851720±0.007846 
[6015]  train-auc:0.969456±0.001418 test-auc:0.851723±0.007845 
[6016]  train-auc:0.969462±0.001419 test-auc:0.851724±0.007845 
[6017]  train-auc:0.969472±0.001421 test-auc:0.851733±0.007835 
[6018]  train-auc:0.969480±0.001421 test-auc:0.851736±0.007836 
[6019]  train-auc:0.969488±0.001424 test-auc:0.851743±0.007844 
[6020]  train-auc:0.969493±0.001426 test-auc:0.851749±0.007841 
[6021]  train-auc:0.969497±0.001425 test-auc:0.851743±0.007849 
[6022]  train-auc:0.969501±0.001427 test-auc:0.851739±0.007845 
[6023]  train-auc:0.969506±0.001426 test-auc:0.851736±0.007845 
[6024]  train-auc:0.969508±0.001426 test-auc:0.851735±0.007844 
[6025]  train-auc:0.969516±0.001428 test-auc:0.851745±0.007839 
[6026]  train-auc:0.969518±0.001428 test-auc:0.851746±0.007844 
[6027]  train-auc:0.969523±0.001432 test-auc:0.851740±0.007846 
[6028]  train-auc:0.969524±0.001432 test-auc:0.851743±0.007847 
[6029]  train-auc:0.969526±0.001432 test-auc:0.851742±0.007842 
[6030]  train-auc:0.969533±0.001434 test-auc:0.851747±0.007847 
[6031]  train-auc:0.969537±0.001436 test-auc:0.851748±0.007847 
[6032]  train-auc:0.969539±0.001435 test-auc:0.851749±0.007850 
[6033]  train-auc:0.969544±0.001438 test-auc:0.851743±0.007843 
[6034]  train-auc:0.969549±0.001440 test-auc:0.851753±0.007847 
[6035]  train-auc:0.969559±0.001443 test-auc:0.851767±0.007844 
[6036]  train-auc:0.969562±0.001444 test-auc:0.851768±0.007846 
[6037]  train-auc:0.969568±0.001443 test-auc:0.851770±0.007853 
[6038]  train-auc:0.969573±0.001441 test-auc:0.851764±0.007858 
[6039]  train-auc:0.969576±0.001443 test-auc:0.851752±0.007857 
[6040]  train-auc:0.969579±0.001445 test-auc:0.851757±0.007852 
[6041]  train-auc:0.969583±0.001448 test-auc:0.851755±0.007855 
[6042]  train-auc:0.969586±0.001447 test-auc:0.851762±0.007845 
[6043]  train-auc:0.969590±0.001447 test-auc:0.851758±0.007841 
[6044]  train-auc:0.969592±0.001448 test-auc:0.851757±0.007843 
[6045]  train-auc:0.969597±0.001447 test-auc:0.851750±0.007848 
[6046]  train-auc:0.969600±0.001448 test-auc:0.851751±0.007852 
[6047]  train-auc:0.969602±0.001450 test-auc:0.851747±0.007851 
[6048]  train-auc:0.969612±0.001451 test-auc:0.851756±0.007854 
[6049]  train-auc:0.969618±0.001449 test-auc:0.851756±0.007854 
[6050]  train-auc:0.969620±0.001448 test-auc:0.851754±0.007856 
[6051]  train-auc:0.969625±0.001446 test-auc:0.851752±0.007863 
[6052]  train-auc:0.969629±0.001446 test-auc:0.851747±0.007868 
[6053]  train-auc:0.969634±0.001450 test-auc:0.851754±0.007869 
[6054]  train-auc:0.969643±0.001447 test-auc:0.851756±0.007870 
[6055]  train-auc:0.969647±0.001445 test-auc:0.851758±0.007868 
[6056]  train-auc:0.969652±0.001446 test-auc:0.851755±0.007875 
[6057]  train-auc:0.969661±0.001444 test-auc:0.851759±0.007878 
[6058]  train-auc:0.969666±0.001448 test-auc:0.851745±0.007885 
[6059]  train-auc:0.969675±0.001445 test-auc:0.851754±0.007889 
[6060]  train-auc:0.969682±0.001446 test-auc:0.851756±0.007893 
[6061]  train-auc:0.969685±0.001446 test-auc:0.851754±0.007899 
[6062]  train-auc:0.969687±0.001445 test-auc:0.851759±0.007898 
[6063]  train-auc:0.969691±0.001443 test-auc:0.851757±0.007897 
[6064]  train-auc:0.969698±0.001442 test-auc:0.851755±0.007895 
[6065]  train-auc:0.969702±0.001444 test-auc:0.851755±0.007903 
[6066]  train-auc:0.969705±0.001445 test-auc:0.851756±0.007902 
[6067]  train-auc:0.969707±0.001444 test-auc:0.851756±0.007900 
[6068]  train-auc:0.969712±0.001442 test-auc:0.851754±0.007895 
[6069]  train-auc:0.969717±0.001442 test-auc:0.851753±0.007890 
[6070]  train-auc:0.969721±0.001446 test-auc:0.851752±0.007901 
[6071]  train-auc:0.969724±0.001446 test-auc:0.851750±0.007906 
[6072]  train-auc:0.969727±0.001446 test-auc:0.851759±0.007896 
[6073]  train-auc:0.969732±0.001446 test-auc:0.851757±0.007892 
[6074]  train-auc:0.969735±0.001446 test-auc:0.851750±0.007896 
[6075]  train-auc:0.969748±0.001454 test-auc:0.851762±0.007893 
[6076]  train-auc:0.969755±0.001453 test-auc:0.851761±0.007889 
[6077]  train-auc:0.969757±0.001453 test-auc:0.851764±0.007894 
[6078]  train-auc:0.969765±0.001451 test-auc:0.851760±0.007892 
[6079]  train-auc:0.969769±0.001451 test-auc:0.851770±0.007888 
[6080]  train-auc:0.969772±0.001451 test-auc:0.851768±0.007885 
[6081]  train-auc:0.969775±0.001451 test-auc:0.851768±0.007893 
[6082]  train-auc:0.969777±0.001452 test-auc:0.851762±0.007897 
[6083]  train-auc:0.969780±0.001455 test-auc:0.851756±0.007893 
[6084]  train-auc:0.969787±0.001456 test-auc:0.851751±0.007896 
[6085]  train-auc:0.969791±0.001458 test-auc:0.851755±0.007890 
[6086]  train-auc:0.969798±0.001456 test-auc:0.851755±0.007899 
[6087]  train-auc:0.969800±0.001457 test-auc:0.851754±0.007904 
[6088]  train-auc:0.969807±0.001456 test-auc:0.851750±0.007900 
[6089]  train-auc:0.969813±0.001457 test-auc:0.851752±0.007906 
[6090]  train-auc:0.969819±0.001456 test-auc:0.851745±0.007906 
[6091]  train-auc:0.969822±0.001456 test-auc:0.851745±0.007902 
[6092]  train-auc:0.969829±0.001455 test-auc:0.851738±0.007891 
[6093]  train-auc:0.969835±0.001452 test-auc:0.851746±0.007902 
[6094]  train-auc:0.969840±0.001455 test-auc:0.851746±0.007909 
[6095]  train-auc:0.969848±0.001456 test-auc:0.851750±0.007901 
[6096]  train-auc:0.969850±0.001458 test-auc:0.851746±0.007906 
[6097]  train-auc:0.969857±0.001457 test-auc:0.851752±0.007908 
[6098]  train-auc:0.969862±0.001458 test-auc:0.851752±0.007909 
[6099]  train-auc:0.969868±0.001461 test-auc:0.851760±0.007897 
[6100]  train-auc:0.969876±0.001460 test-auc:0.851773±0.007904 
[6101]  train-auc:0.969879±0.001460 test-auc:0.851776±0.007915 
[6102]  train-auc:0.969886±0.001459 test-auc:0.851772±0.007921 
[6103]  train-auc:0.969891±0.001460 test-auc:0.851772±0.007926 
[6104]  train-auc:0.969894±0.001459 test-auc:0.851771±0.007926 
[6105]  train-auc:0.969900±0.001463 test-auc:0.851760±0.007928 
[6106]  train-auc:0.969905±0.001465 test-auc:0.851764±0.007927 
[6107]  train-auc:0.969912±0.001465 test-auc:0.851773±0.007928 
[6108]  train-auc:0.969918±0.001462 test-auc:0.851774±0.007928 
[6109]  train-auc:0.969922±0.001465 test-auc:0.851768±0.007931 
[6110]  train-auc:0.969928±0.001464 test-auc:0.851768±0.007932 
[6111]  train-auc:0.969932±0.001464 test-auc:0.851759±0.007942 
[6112]  train-auc:0.969939±0.001464 test-auc:0.851755±0.007940 
[6113]  train-auc:0.969946±0.001465 test-auc:0.851766±0.007936 
[6114]  train-auc:0.969953±0.001466 test-auc:0.851765±0.007932 
[6115]  train-auc:0.969958±0.001466 test-auc:0.851762±0.007933 
[6116]  train-auc:0.969964±0.001466 test-auc:0.851760±0.007926 
[6117]  train-auc:0.969970±0.001467 test-auc:0.851761±0.007919 
[6118]  train-auc:0.969974±0.001468 test-auc:0.851763±0.007911 
[6119]  train-auc:0.969977±0.001468 test-auc:0.851762±0.007917 
[6120]  train-auc:0.969984±0.001473 test-auc:0.851778±0.007915 
[6121]  train-auc:0.969990±0.001473 test-auc:0.851775±0.007919 
[6122]  train-auc:0.969999±0.001472 test-auc:0.851778±0.007928 
[6123]  train-auc:0.970008±0.001473 test-auc:0.851779±0.007937 
[6124]  train-auc:0.970018±0.001483 test-auc:0.851773±0.007942 
[6125]  train-auc:0.970021±0.001486 test-auc:0.851779±0.007941 
[6126]  train-auc:0.970029±0.001488 test-auc:0.851784±0.007956 
[6127]  train-auc:0.970033±0.001489 test-auc:0.851790±0.007953 
[6128]  train-auc:0.970036±0.001490 test-auc:0.851784±0.007948 
[6129]  train-auc:0.970039±0.001490 test-auc:0.851796±0.007948 
[6130]  train-auc:0.970045±0.001490 test-auc:0.851795±0.007936 
[6131]  train-auc:0.970052±0.001488 test-auc:0.851798±0.007947 
[6132]  train-auc:0.970057±0.001488 test-auc:0.851796±0.007946 
[6133]  train-auc:0.970062±0.001488 test-auc:0.851791±0.007940 
[6134]  train-auc:0.970067±0.001488 test-auc:0.851794±0.007945 
[6135]  train-auc:0.970071±0.001488 test-auc:0.851794±0.007941 
[6136]  train-auc:0.970080±0.001483 test-auc:0.851790±0.007949 
[6137]  train-auc:0.970094±0.001485 test-auc:0.851789±0.007948 
[6138]  train-auc:0.970101±0.001483 test-auc:0.851794±0.007946 
[6139]  train-auc:0.970109±0.001483 test-auc:0.851787±0.007939 
[6140]  train-auc:0.970116±0.001489 test-auc:0.851793±0.007950 
[6141]  train-auc:0.970121±0.001491 test-auc:0.851795±0.007939 
[6142]  train-auc:0.970132±0.001488 test-auc:0.851789±0.007939 
[6143]  train-auc:0.970135±0.001488 test-auc:0.851791±0.007937 
[6144]  train-auc:0.970137±0.001487 test-auc:0.851793±0.007942 
[6145]  train-auc:0.970140±0.001488 test-auc:0.851795±0.007947 
[6146]  train-auc:0.970144±0.001488 test-auc:0.851798±0.007946 
[6147]  train-auc:0.970147±0.001489 test-auc:0.851798±0.007941 
[6148]  train-auc:0.970149±0.001489 test-auc:0.851797±0.007941 
[6149]  train-auc:0.970156±0.001489 test-auc:0.851801±0.007944 
[6150]  train-auc:0.970161±0.001490 test-auc:0.851805±0.007960 
[6151]  train-auc:0.970165±0.001491 test-auc:0.851805±0.007964 
[6152]  train-auc:0.970170±0.001491 test-auc:0.851802±0.007958 
[6153]  train-auc:0.970173±0.001490 test-auc:0.851805±0.007960 
[6154]  train-auc:0.970175±0.001490 test-auc:0.851801±0.007964 
[6155]  train-auc:0.970180±0.001491 test-auc:0.851803±0.007963 
[6156]  train-auc:0.970189±0.001489 test-auc:0.851814±0.007958 
[6157]  train-auc:0.970194±0.001490 test-auc:0.851823±0.007960 
[6158]  train-auc:0.970201±0.001492 test-auc:0.851816±0.007960 
[6159]  train-auc:0.970206±0.001492 test-auc:0.851822±0.007960 
[6160]  train-auc:0.970213±0.001494 test-auc:0.851822±0.007967 
[6161]  train-auc:0.970218±0.001493 test-auc:0.851828±0.007958 
[6162]  train-auc:0.970225±0.001493 test-auc:0.851808±0.007959 
[6163]  train-auc:0.970230±0.001495 test-auc:0.851811±0.007965 
[6164]  train-auc:0.970231±0.001494 test-auc:0.851810±0.007969 
[6165]  train-auc:0.970238±0.001498 test-auc:0.851816±0.007960 
[6166]  train-auc:0.970245±0.001499 test-auc:0.851806±0.007968 
[6167]  train-auc:0.970257±0.001498 test-auc:0.851821±0.007977 
[6168]  train-auc:0.970264±0.001497 test-auc:0.851820±0.007964 
[6169]  train-auc:0.970269±0.001498 test-auc:0.851825±0.007967 
[6170]  train-auc:0.970270±0.001498 test-auc:0.851826±0.007963 
[6171]  train-auc:0.970275±0.001501 test-auc:0.851813±0.007962 
[6172]  train-auc:0.970279±0.001504 test-auc:0.851810±0.007957 
[6173]  train-auc:0.970285±0.001503 test-auc:0.851819±0.007951 
[6174]  train-auc:0.970292±0.001502 test-auc:0.851816±0.007953 
[6175]  train-auc:0.970294±0.001502 test-auc:0.851816±0.007956 
[6176]  train-auc:0.970297±0.001502 test-auc:0.851822±0.007956 
[6177]  train-auc:0.970301±0.001502 test-auc:0.851828±0.007954 
[6178]  train-auc:0.970308±0.001504 test-auc:0.851825±0.007955 
[6179]  train-auc:0.970310±0.001504 test-auc:0.851831±0.007952 
[6180]  train-auc:0.970313±0.001506 test-auc:0.851836±0.007951 
[6181]  train-auc:0.970317±0.001506 test-auc:0.851837±0.007944 
[6182]  train-auc:0.970319±0.001507 test-auc:0.851834±0.007936 
[6183]  train-auc:0.970325±0.001512 test-auc:0.851843±0.007932 
[6184]  train-auc:0.970334±0.001513 test-auc:0.851836±0.007938 
[6185]  train-auc:0.970336±0.001511 test-auc:0.851835±0.007942 
[6186]  train-auc:0.970337±0.001511 test-auc:0.851834±0.007941 
[6187]  train-auc:0.970346±0.001511 test-auc:0.851832±0.007935 
[6188]  train-auc:0.970357±0.001510 test-auc:0.851838±0.007920 
[6189]  train-auc:0.970363±0.001509 test-auc:0.851838±0.007920 
[6190]  train-auc:0.970367±0.001509 test-auc:0.851844±0.007921 
[6191]  train-auc:0.970373±0.001511 test-auc:0.851854±0.007921 
[6192]  train-auc:0.970377±0.001511 test-auc:0.851852±0.007919 
[6193]  train-auc:0.970380±0.001514 test-auc:0.851854±0.007925 
[6194]  train-auc:0.970390±0.001516 test-auc:0.851851±0.007914 
[6195]  train-auc:0.970395±0.001517 test-auc:0.851853±0.007914 
[6196]  train-auc:0.970399±0.001516 test-auc:0.851855±0.007913 
[6197]  train-auc:0.970403±0.001515 test-auc:0.851856±0.007915 
[6198]  train-auc:0.970407±0.001514 test-auc:0.851860±0.007914 
[6199]  train-auc:0.970411±0.001514 test-auc:0.851868±0.007908 
[6200]  train-auc:0.970417±0.001515 test-auc:0.851865±0.007911 
[6201]  train-auc:0.970425±0.001515 test-auc:0.851880±0.007913 
[6202]  train-auc:0.970432±0.001519 test-auc:0.851889±0.007910 
[6203]  train-auc:0.970435±0.001520 test-auc:0.851883±0.007909 
[6204]  train-auc:0.970437±0.001519 test-auc:0.851884±0.007912 
[6205]  train-auc:0.970443±0.001521 test-auc:0.851888±0.007909 
[6206]  train-auc:0.970447±0.001520 test-auc:0.851889±0.007909 
[6207]  train-auc:0.970456±0.001518 test-auc:0.851895±0.007896 
[6208]  train-auc:0.970461±0.001517 test-auc:0.851903±0.007893 
[6209]  train-auc:0.970464±0.001517 test-auc:0.851902±0.007906 
[6210]  train-auc:0.970472±0.001517 test-auc:0.851895±0.007912 
[6211]  train-auc:0.970478±0.001518 test-auc:0.851900±0.007914 
[6212]  train-auc:0.970479±0.001519 test-auc:0.851902±0.007906 
[6213]  train-auc:0.970489±0.001516 test-auc:0.851899±0.007921 
[6214]  train-auc:0.970492±0.001516 test-auc:0.851895±0.007920 
[6215]  train-auc:0.970493±0.001518 test-auc:0.851896±0.007922 
[6216]  train-auc:0.970498±0.001518 test-auc:0.851896±0.007918 
[6217]  train-auc:0.970501±0.001519 test-auc:0.851893±0.007919 
[6218]  train-auc:0.970503±0.001520 test-auc:0.851892±0.007918 
[6219]  train-auc:0.970514±0.001525 test-auc:0.851906±0.007917 
[6220]  train-auc:0.970518±0.001528 test-auc:0.851911±0.007925 
[6221]  train-auc:0.970521±0.001529 test-auc:0.851915±0.007923 
[6222]  train-auc:0.970527±0.001529 test-auc:0.851914±0.007927 
[6223]  train-auc:0.970532±0.001527 test-auc:0.851908±0.007924 
[6224]  train-auc:0.970542±0.001526 test-auc:0.851913±0.007929 
[6225]  train-auc:0.970545±0.001527 test-auc:0.851925±0.007926 
[6226]  train-auc:0.970552±0.001527 test-auc:0.851920±0.007925 
[6227]  train-auc:0.970556±0.001526 test-auc:0.851916±0.007923 
[6228]  train-auc:0.970562±0.001529 test-auc:0.851924±0.007919 
[6229]  train-auc:0.970565±0.001529 test-auc:0.851923±0.007931 
[6230]  train-auc:0.970574±0.001533 test-auc:0.851917±0.007926 
[6231]  train-auc:0.970582±0.001530 test-auc:0.851915±0.007915 
[6232]  train-auc:0.970587±0.001533 test-auc:0.851914±0.007918 
[6233]  train-auc:0.970592±0.001535 test-auc:0.851914±0.007914 
[6234]  train-auc:0.970601±0.001537 test-auc:0.851920±0.007926 
[6235]  train-auc:0.970610±0.001534 test-auc:0.851919±0.007918 
[6236]  train-auc:0.970613±0.001534 test-auc:0.851916±0.007922 
[6237]  train-auc:0.970615±0.001534 test-auc:0.851915±0.007919 
[6238]  train-auc:0.970619±0.001534 test-auc:0.851916±0.007920 
[6239]  train-auc:0.970626±0.001536 test-auc:0.851916±0.007911 
[6240]  train-auc:0.970629±0.001537 test-auc:0.851919±0.007915 
[6241]  train-auc:0.970631±0.001538 test-auc:0.851922±0.007923 
[6242]  train-auc:0.970643±0.001536 test-auc:0.851924±0.007934 
[6243]  train-auc:0.970648±0.001538 test-auc:0.851921±0.007932 
[6244]  train-auc:0.970654±0.001539 test-auc:0.851924±0.007946 
[6245]  train-auc:0.970658±0.001538 test-auc:0.851934±0.007934 
[6246]  train-auc:0.970663±0.001538 test-auc:0.851933±0.007938 
[6247]  train-auc:0.970665±0.001539 test-auc:0.851936±0.007931 
[6248]  train-auc:0.970677±0.001542 test-auc:0.851934±0.007932 
[6249]  train-auc:0.970684±0.001539 test-auc:0.851940±0.007935 
[6250]  train-auc:0.970686±0.001540 test-auc:0.851942±0.007931 
[6251]  train-auc:0.970693±0.001535 test-auc:0.851939±0.007928 
[6252]  train-auc:0.970696±0.001537 test-auc:0.851942±0.007928 
[6253]  train-auc:0.970699±0.001537 test-auc:0.851945±0.007926 
[6254]  train-auc:0.970703±0.001538 test-auc:0.851939±0.007926 
[6255]  train-auc:0.970708±0.001538 test-auc:0.851936±0.007924 
[6256]  train-auc:0.970715±0.001536 test-auc:0.851937±0.007927 
[6257]  train-auc:0.970717±0.001536 test-auc:0.851941±0.007923 
[6258]  train-auc:0.970729±0.001536 test-auc:0.851950±0.007929 
[6259]  train-auc:0.970731±0.001537 test-auc:0.851956±0.007929 
[6260]  train-auc:0.970735±0.001535 test-auc:0.851954±0.007938 
[6261]  train-auc:0.970743±0.001530 test-auc:0.851948±0.007932 
[6262]  train-auc:0.970751±0.001526 test-auc:0.851952±0.007924 
[6263]  train-auc:0.970762±0.001521 test-auc:0.851954±0.007936 
[6264]  train-auc:0.970767±0.001521 test-auc:0.851956±0.007940 
[6265]  train-auc:0.970772±0.001518 test-auc:0.851957±0.007936 
[6266]  train-auc:0.970777±0.001519 test-auc:0.851959±0.007941 
[6267]  train-auc:0.970783±0.001519 test-auc:0.851963±0.007950 
[6268]  train-auc:0.970790±0.001522 test-auc:0.851967±0.007944 
[6269]  train-auc:0.970797±0.001524 test-auc:0.851973±0.007948 
[6270]  train-auc:0.970801±0.001524 test-auc:0.851971±0.007951 
[6271]  train-auc:0.970805±0.001524 test-auc:0.851974±0.007952 
[6272]  train-auc:0.970807±0.001524 test-auc:0.851973±0.007954 
[6273]  train-auc:0.970812±0.001523 test-auc:0.851968±0.007968 
[6274]  train-auc:0.970818±0.001521 test-auc:0.851976±0.007972 
[6275]  train-auc:0.970820±0.001521 test-auc:0.851973±0.007967 
[6276]  train-auc:0.970823±0.001522 test-auc:0.851969±0.007977 
[6277]  train-auc:0.970827±0.001522 test-auc:0.851971±0.007978 
[6278]  train-auc:0.970835±0.001517 test-auc:0.851983±0.007973 
[6279]  train-auc:0.970840±0.001516 test-auc:0.851974±0.007974 
[6280]  train-auc:0.970847±0.001515 test-auc:0.851980±0.007977 
[6281]  train-auc:0.970852±0.001514 test-auc:0.851972±0.007978 
[6282]  train-auc:0.970857±0.001513 test-auc:0.851982±0.007971 
[6283]  train-auc:0.970863±0.001511 test-auc:0.851985±0.007987 
[6284]  train-auc:0.970866±0.001510 test-auc:0.851981±0.007986 
[6285]  train-auc:0.970871±0.001509 test-auc:0.851988±0.007986 
[6286]  train-auc:0.970873±0.001509 test-auc:0.851992±0.007988 
[6287]  train-auc:0.970879±0.001506 test-auc:0.851992±0.007979 
[6288]  train-auc:0.970884±0.001505 test-auc:0.851996±0.007976 
[6289]  train-auc:0.970888±0.001504 test-auc:0.851994±0.007971 
[6290]  train-auc:0.970898±0.001502 test-auc:0.851988±0.007972 
[6291]  train-auc:0.970901±0.001501 test-auc:0.851994±0.007982 
[6292]  train-auc:0.970903±0.001503 test-auc:0.851996±0.007978 
[6293]  train-auc:0.970910±0.001501 test-auc:0.851997±0.007983 
[6294]  train-auc:0.970913±0.001502 test-auc:0.851995±0.007979 
[6295]  train-auc:0.970917±0.001502 test-auc:0.851985±0.007984 
[6296]  train-auc:0.970924±0.001503 test-auc:0.851980±0.007979 
[6297]  train-auc:0.970930±0.001504 test-auc:0.851985±0.007978 
[6298]  train-auc:0.970935±0.001503 test-auc:0.851979±0.007971 
[6299]  train-auc:0.970939±0.001503 test-auc:0.851979±0.007971 
[6300]  train-auc:0.970945±0.001500 test-auc:0.851984±0.007965 
[6301]  train-auc:0.970950±0.001503 test-auc:0.851983±0.007964 
[6302]  train-auc:0.970955±0.001503 test-auc:0.851978±0.007966 
[6303]  train-auc:0.970958±0.001504 test-auc:0.851975±0.007969 
[6304]  train-auc:0.970962±0.001503 test-auc:0.851978±0.007968 
[6305]  train-auc:0.970967±0.001504 test-auc:0.851982±0.007967 
[6306]  train-auc:0.970979±0.001500 test-auc:0.851978±0.007968 
[6307]  train-auc:0.970981±0.001500 test-auc:0.851975±0.007965 
[6308]  train-auc:0.970987±0.001505 test-auc:0.851974±0.007966 
[6309]  train-auc:0.970992±0.001506 test-auc:0.851976±0.007964 
[6310]  train-auc:0.970997±0.001503 test-auc:0.851980±0.007955 
[6311]  train-auc:0.971002±0.001506 test-auc:0.851986±0.007954 
[6312]  train-auc:0.971002±0.001506 test-auc:0.851991±0.007952 
[6313]  train-auc:0.971005±0.001507 test-auc:0.851999±0.007951 
[6314]  train-auc:0.971010±0.001505 test-auc:0.851998±0.007949 
[6315]  train-auc:0.971018±0.001506 test-auc:0.852001±0.007944 
[6316]  train-auc:0.971020±0.001508 test-auc:0.851998±0.007946 
[6317]  train-auc:0.971023±0.001508 test-auc:0.851999±0.007948 
[6318]  train-auc:0.971030±0.001506 test-auc:0.851996±0.007961 
[6319]  train-auc:0.971033±0.001506 test-auc:0.852003±0.007962 
[6320]  train-auc:0.971043±0.001509 test-auc:0.852008±0.007952 
[6321]  train-auc:0.971055±0.001510 test-auc:0.852006±0.007958 
[6322]  train-auc:0.971060±0.001510 test-auc:0.852005±0.007956 
[6323]  train-auc:0.971063±0.001509 test-auc:0.852004±0.007958 
[6324]  train-auc:0.971068±0.001509 test-auc:0.852010±0.007956 
[6325]  train-auc:0.971071±0.001510 test-auc:0.852007±0.007957 
[6326]  train-auc:0.971075±0.001513 test-auc:0.851998±0.007963 
[6327]  train-auc:0.971080±0.001517 test-auc:0.851992±0.007966 
[6328]  train-auc:0.971086±0.001513 test-auc:0.852006±0.007964 
[6329]  train-auc:0.971089±0.001513 test-auc:0.852007±0.007953 
[6330]  train-auc:0.971094±0.001515 test-auc:0.852011±0.007947 
[6331]  train-auc:0.971104±0.001521 test-auc:0.852012±0.007958 
[6332]  train-auc:0.971107±0.001519 test-auc:0.852014±0.007956 
[6333]  train-auc:0.971111±0.001521 test-auc:0.852019±0.007956 
[6334]  train-auc:0.971113±0.001520 test-auc:0.852017±0.007959 
[6335]  train-auc:0.971117±0.001520 test-auc:0.852013±0.007961 
[6336]  train-auc:0.971121±0.001519 test-auc:0.852014±0.007964 
[6337]  train-auc:0.971128±0.001519 test-auc:0.852021±0.007968 
[6338]  train-auc:0.971132±0.001521 test-auc:0.852015±0.007966 
[6339]  train-auc:0.971136±0.001523 test-auc:0.852013±0.007966 
[6340]  train-auc:0.971140±0.001525 test-auc:0.852006±0.007966 
[6341]  train-auc:0.971143±0.001525 test-auc:0.852008±0.007961 
[6342]  train-auc:0.971150±0.001522 test-auc:0.852014±0.007971 
[6343]  train-auc:0.971153±0.001522 test-auc:0.852007±0.007962 
[6344]  train-auc:0.971155±0.001522 test-auc:0.852007±0.007964 
[6345]  train-auc:0.971160±0.001521 test-auc:0.852002±0.007968 
[6346]  train-auc:0.971164±0.001521 test-auc:0.852005±0.007967 
[6347]  train-auc:0.971168±0.001518 test-auc:0.852005±0.007959 
[6348]  train-auc:0.971172±0.001520 test-auc:0.852007±0.007957 
[6349]  train-auc:0.971180±0.001520 test-auc:0.852010±0.007977 
[6350]  train-auc:0.971189±0.001519 test-auc:0.852010±0.007968 
[6351]  train-auc:0.971194±0.001520 test-auc:0.852003±0.007972 
[6352]  train-auc:0.971201±0.001522 test-auc:0.852008±0.007973 
[6353]  train-auc:0.971210±0.001520 test-auc:0.852013±0.007969 
[6354]  train-auc:0.971215±0.001520 test-auc:0.852019±0.007964 
[6355]  train-auc:0.971219±0.001519 test-auc:0.852021±0.007965 
[6356]  train-auc:0.971221±0.001523 test-auc:0.852027±0.007973 
[6357]  train-auc:0.971230±0.001521 test-auc:0.852031±0.007965 
[6358]  train-auc:0.971237±0.001522 test-auc:0.852032±0.007963 
[6359]  train-auc:0.971240±0.001521 test-auc:0.852033±0.007963 
[6360]  train-auc:0.971246±0.001519 test-auc:0.852033±0.007973 
[6361]  train-auc:0.971250±0.001520 test-auc:0.852036±0.007974 
[6362]  train-auc:0.971253±0.001520 test-auc:0.852036±0.007980 
[6363]  train-auc:0.971259±0.001521 test-auc:0.852026±0.007975 
[6364]  train-auc:0.971261±0.001519 test-auc:0.852029±0.007978 
[6365]  train-auc:0.971268±0.001519 test-auc:0.852015±0.007961 
[6366]  train-auc:0.971278±0.001519 test-auc:0.852023±0.007964 
[6367]  train-auc:0.971280±0.001519 test-auc:0.852024±0.007970 
[6368]  train-auc:0.971283±0.001519 test-auc:0.852025±0.007970 
[6369]  train-auc:0.971290±0.001516 test-auc:0.852032±0.007985 
[6370]  train-auc:0.971295±0.001522 test-auc:0.852024±0.007989 
[6371]  train-auc:0.971298±0.001521 test-auc:0.852026±0.007984 
[6372]  train-auc:0.971304±0.001523 test-auc:0.852035±0.007977 
[6373]  train-auc:0.971306±0.001523 test-auc:0.852033±0.007971 
[6374]  train-auc:0.971310±0.001525 test-auc:0.852031±0.007973 
[6375]  train-auc:0.971320±0.001523 test-auc:0.852018±0.007969 
[6376]  train-auc:0.971323±0.001524 test-auc:0.852022±0.007970 
[6377]  train-auc:0.971328±0.001523 test-auc:0.852025±0.007961 
[6378]  train-auc:0.971329±0.001522 test-auc:0.852018±0.007960 
[6379]  train-auc:0.971334±0.001524 test-auc:0.852014±0.007963 
[6380]  train-auc:0.971337±0.001523 test-auc:0.852012±0.007972 
[6381]  train-auc:0.971345±0.001520 test-auc:0.852015±0.007958 
[6382]  train-auc:0.971348±0.001521 test-auc:0.852011±0.007960 
[6383]  train-auc:0.971353±0.001520 test-auc:0.852019±0.007949 
[6384]  train-auc:0.971359±0.001521 test-auc:0.852011±0.007963 
[6385]  train-auc:0.971362±0.001523 test-auc:0.852018±0.007953 
[6386]  train-auc:0.971370±0.001520 test-auc:0.852015±0.007956 
[6387]  train-auc:0.971376±0.001518 test-auc:0.852022±0.007962 
[6388]  train-auc:0.971380±0.001519 test-auc:0.852017±0.007962 
[6389]  train-auc:0.971385±0.001519 test-auc:0.852018±0.007961 
[6390]  train-auc:0.971394±0.001523 test-auc:0.852017±0.007958 
[6391]  train-auc:0.971398±0.001522 test-auc:0.852014±0.007954 
[6392]  train-auc:0.971401±0.001523 test-auc:0.852014±0.007950 
[6393]  train-auc:0.971407±0.001525 test-auc:0.852018±0.007943 
[6394]  train-auc:0.971412±0.001524 test-auc:0.852022±0.007944 
[6395]  train-auc:0.971417±0.001524 test-auc:0.852032±0.007943 
[6396]  train-auc:0.971423±0.001527 test-auc:0.852031±0.007942 
[6397]  train-auc:0.971427±0.001529 test-auc:0.852023±0.007942 
[6398]  train-auc:0.971429±0.001530 test-auc:0.852024±0.007936 
[6399]  train-auc:0.971431±0.001529 test-auc:0.852021±0.007936 
[6400]  train-auc:0.971438±0.001526 test-auc:0.852030±0.007936 
[6401]  train-auc:0.971447±0.001529 test-auc:0.852043±0.007930 
[6402]  train-auc:0.971450±0.001530 test-auc:0.852038±0.007940 
[6403]  train-auc:0.971453±0.001530 test-auc:0.852037±0.007937 
[6404]  train-auc:0.971458±0.001530 test-auc:0.852041±0.007941 
[6405]  train-auc:0.971463±0.001528 test-auc:0.852045±0.007940 
[6406]  train-auc:0.971468±0.001528 test-auc:0.852054±0.007927 
[6407]  train-auc:0.971471±0.001530 test-auc:0.852052±0.007920 
[6408]  train-auc:0.971474±0.001532 test-auc:0.852050±0.007929 
[6409]  train-auc:0.971480±0.001531 test-auc:0.852057±0.007929 
[6410]  train-auc:0.971482±0.001530 test-auc:0.852055±0.007930 
[6411]  train-auc:0.971489±0.001529 test-auc:0.852051±0.007930 
[6412]  train-auc:0.971496±0.001529 test-auc:0.852058±0.007935 
[6413]  train-auc:0.971500±0.001528 test-auc:0.852053±0.007934 
[6414]  train-auc:0.971504±0.001529 test-auc:0.852058±0.007933 
[6415]  train-auc:0.971508±0.001529 test-auc:0.852057±0.007941 
[6416]  train-auc:0.971513±0.001529 test-auc:0.852061±0.007944 
[6417]  train-auc:0.971515±0.001530 test-auc:0.852058±0.007942 
[6418]  train-auc:0.971521±0.001530 test-auc:0.852061±0.007939 
[6419]  train-auc:0.971523±0.001530 test-auc:0.852061±0.007928 
[6420]  train-auc:0.971527±0.001529 test-auc:0.852059±0.007924 
[6421]  train-auc:0.971531±0.001529 test-auc:0.852064±0.007926 
[6422]  train-auc:0.971542±0.001529 test-auc:0.852059±0.007913 
[6423]  train-auc:0.971547±0.001530 test-auc:0.852064±0.007907 
[6424]  train-auc:0.971548±0.001530 test-auc:0.852065±0.007902 
[6425]  train-auc:0.971554±0.001530 test-auc:0.852076±0.007900 
[6426]  train-auc:0.971556±0.001530 test-auc:0.852068±0.007909 
[6427]  train-auc:0.971560±0.001531 test-auc:0.852065±0.007910 
[6428]  train-auc:0.971564±0.001529 test-auc:0.852073±0.007909 
[6429]  train-auc:0.971572±0.001529 test-auc:0.852073±0.007906 
[6430]  train-auc:0.971577±0.001528 test-auc:0.852087±0.007911 
[6431]  train-auc:0.971581±0.001529 test-auc:0.852074±0.007914 
[6432]  train-auc:0.971585±0.001528 test-auc:0.852078±0.007912 
[6433]  train-auc:0.971589±0.001527 test-auc:0.852075±0.007908 
[6434]  train-auc:0.971591±0.001529 test-auc:0.852073±0.007903 
[6435]  train-auc:0.971598±0.001529 test-auc:0.852077±0.007904 
[6436]  train-auc:0.971606±0.001527 test-auc:0.852083±0.007894 
[6437]  train-auc:0.971613±0.001529 test-auc:0.852073±0.007897 
[6438]  train-auc:0.971617±0.001531 test-auc:0.852073±0.007903 
[6439]  train-auc:0.971622±0.001530 test-auc:0.852066±0.007895 
[6440]  train-auc:0.971626±0.001531 test-auc:0.852060±0.007896 
[6441]  train-auc:0.971630±0.001534 test-auc:0.852059±0.007898 
[6442]  train-auc:0.971633±0.001536 test-auc:0.852058±0.007894 
[6443]  train-auc:0.971640±0.001539 test-auc:0.852065±0.007902 
[6444]  train-auc:0.971643±0.001539 test-auc:0.852068±0.007897 
[6445]  train-auc:0.971647±0.001539 test-auc:0.852072±0.007895 
[6446]  train-auc:0.971654±0.001538 test-auc:0.852080±0.007887 
[6447]  train-auc:0.971661±0.001537 test-auc:0.852084±0.007873 
[6448]  train-auc:0.971670±0.001539 test-auc:0.852084±0.007874 
[6449]  train-auc:0.971673±0.001540 test-auc:0.852091±0.007865 
[6450]  train-auc:0.971676±0.001541 test-auc:0.852081±0.007867 
[6451]  train-auc:0.971678±0.001541 test-auc:0.852078±0.007866 
[6452]  train-auc:0.971681±0.001541 test-auc:0.852078±0.007870 
[6453]  train-auc:0.971689±0.001542 test-auc:0.852074±0.007881 
[6454]  train-auc:0.971691±0.001541 test-auc:0.852083±0.007879 
[6455]  train-auc:0.971700±0.001543 test-auc:0.852083±0.007882 
[6456]  train-auc:0.971702±0.001541 test-auc:0.852084±0.007882 
[6457]  train-auc:0.971705±0.001540 test-auc:0.852087±0.007877 
[6458]  train-auc:0.971708±0.001539 test-auc:0.852080±0.007875 
[6459]  train-auc:0.971711±0.001540 test-auc:0.852083±0.007870 
[6460]  train-auc:0.971717±0.001540 test-auc:0.852085±0.007857 
[6461]  train-auc:0.971721±0.001543 test-auc:0.852089±0.007861 
[6462]  train-auc:0.971730±0.001546 test-auc:0.852085±0.007870 
[6463]  train-auc:0.971733±0.001546 test-auc:0.852086±0.007871 
[6464]  train-auc:0.971738±0.001547 test-auc:0.852087±0.007873 
[6465]  train-auc:0.971743±0.001553 test-auc:0.852091±0.007870 
[6466]  train-auc:0.971748±0.001551 test-auc:0.852092±0.007872 
[6467]  train-auc:0.971750±0.001551 test-auc:0.852094±0.007873 
[6468]  train-auc:0.971754±0.001550 test-auc:0.852095±0.007869 
[6469]  train-auc:0.971757±0.001550 test-auc:0.852098±0.007864 
[6470]  train-auc:0.971760±0.001550 test-auc:0.852098±0.007861 
[6471]  train-auc:0.971763±0.001551 test-auc:0.852096±0.007865 
[6472]  train-auc:0.971772±0.001552 test-auc:0.852094±0.007869 
[6473]  train-auc:0.971776±0.001551 test-auc:0.852097±0.007871 
[6474]  train-auc:0.971789±0.001555 test-auc:0.852104±0.007861 
[6475]  train-auc:0.971792±0.001555 test-auc:0.852110±0.007867 
[6476]  train-auc:0.971798±0.001554 test-auc:0.852118±0.007866 
[6477]  train-auc:0.971801±0.001555 test-auc:0.852126±0.007872 
[6478]  train-auc:0.971811±0.001557 test-auc:0.852137±0.007864 
[6479]  train-auc:0.971818±0.001556 test-auc:0.852140±0.007857 
[6480]  train-auc:0.971822±0.001557 test-auc:0.852145±0.007865 
[6481]  train-auc:0.971826±0.001557 test-auc:0.852149±0.007865 
[6482]  train-auc:0.971831±0.001557 test-auc:0.852153±0.007873 
[6483]  train-auc:0.971835±0.001555 test-auc:0.852149±0.007873 
[6484]  train-auc:0.971841±0.001552 test-auc:0.852154±0.007869 
[6485]  train-auc:0.971844±0.001553 test-auc:0.852148±0.007874 
[6486]  train-auc:0.971851±0.001551 test-auc:0.852153±0.007871 
[6487]  train-auc:0.971857±0.001551 test-auc:0.852149±0.007868 
[6488]  train-auc:0.971859±0.001551 test-auc:0.852149±0.007864 
[6489]  train-auc:0.971862±0.001552 test-auc:0.852146±0.007858 
[6490]  train-auc:0.971867±0.001551 test-auc:0.852145±0.007854 
[6491]  train-auc:0.971869±0.001553 test-auc:0.852144±0.007861 
[6492]  train-auc:0.971872±0.001554 test-auc:0.852141±0.007858 
[6493]  train-auc:0.971878±0.001552 test-auc:0.852141±0.007858 
[6494]  train-auc:0.971887±0.001552 test-auc:0.852141±0.007863 
[6495]  train-auc:0.971894±0.001555 test-auc:0.852145±0.007869 
[6496]  train-auc:0.971898±0.001555 test-auc:0.852153±0.007862 
[6497]  train-auc:0.971901±0.001553 test-auc:0.852147±0.007869 
[6498]  train-auc:0.971906±0.001556 test-auc:0.852141±0.007873 
[6499]  train-auc:0.971913±0.001556 test-auc:0.852145±0.007864 
[6500]  train-auc:0.971917±0.001557 test-auc:0.852145±0.007859 
[6501]  train-auc:0.971923±0.001555 test-auc:0.852146±0.007865 
[6502]  train-auc:0.971923±0.001556 test-auc:0.852139±0.007863 
[6503]  train-auc:0.971925±0.001556 test-auc:0.852137±0.007868 
[6504]  train-auc:0.971930±0.001558 test-auc:0.852143±0.007871 
[6505]  train-auc:0.971940±0.001556 test-auc:0.852143±0.007863 
[6506]  train-auc:0.971941±0.001556 test-auc:0.852142±0.007861 
[6507]  train-auc:0.971944±0.001556 test-auc:0.852145±0.007854 
[6508]  train-auc:0.971947±0.001559 test-auc:0.852151±0.007858 
[6509]  train-auc:0.971949±0.001559 test-auc:0.852147±0.007863 
[6510]  train-auc:0.971955±0.001559 test-auc:0.852145±0.007863 
[6511]  train-auc:0.971958±0.001559 test-auc:0.852148±0.007859 
[6512]  train-auc:0.971963±0.001560 test-auc:0.852154±0.007862 
[6513]  train-auc:0.971967±0.001560 test-auc:0.852156±0.007854 
[6514]  train-auc:0.971970±0.001560 test-auc:0.852162±0.007859 
[6515]  train-auc:0.971974±0.001562 test-auc:0.852166±0.007859 
[6516]  train-auc:0.971978±0.001562 test-auc:0.852176±0.007854 
[6517]  train-auc:0.971980±0.001564 test-auc:0.852176±0.007855 
[6518]  train-auc:0.971984±0.001564 test-auc:0.852170±0.007862 
[6519]  train-auc:0.971988±0.001564 test-auc:0.852165±0.007857 
[6520]  train-auc:0.971991±0.001562 test-auc:0.852164±0.007864 
[6521]  train-auc:0.971995±0.001563 test-auc:0.852169±0.007863 
[6522]  train-auc:0.971997±0.001563 test-auc:0.852164±0.007862 
[6523]  train-auc:0.972003±0.001565 test-auc:0.852170±0.007863 
[6524]  train-auc:0.972007±0.001562 test-auc:0.852170±0.007861 
[6525]  train-auc:0.972011±0.001561 test-auc:0.852168±0.007869 
[6526]  train-auc:0.972017±0.001564 test-auc:0.852173±0.007876 
[6527]  train-auc:0.972024±0.001563 test-auc:0.852173±0.007884 
[6528]  train-auc:0.972032±0.001565 test-auc:0.852177±0.007874 
[6529]  train-auc:0.972039±0.001567 test-auc:0.852179±0.007870 
[6530]  train-auc:0.972040±0.001567 test-auc:0.852183±0.007870 
[6531]  train-auc:0.972042±0.001568 test-auc:0.852184±0.007872 
[6532]  train-auc:0.972047±0.001566 test-auc:0.852185±0.007871 
[6533]  train-auc:0.972053±0.001566 test-auc:0.852185±0.007878 
[6534]  train-auc:0.972059±0.001567 test-auc:0.852185±0.007870 
[6535]  train-auc:0.972061±0.001567 test-auc:0.852183±0.007876 
[6536]  train-auc:0.972065±0.001568 test-auc:0.852185±0.007878 
[6537]  train-auc:0.972069±0.001566 test-auc:0.852182±0.007883 
[6538]  train-auc:0.972076±0.001568 test-auc:0.852182±0.007875 
[6539]  train-auc:0.972081±0.001567 test-auc:0.852180±0.007873 
[6540]  train-auc:0.972083±0.001567 test-auc:0.852184±0.007873 
[6541]  train-auc:0.972086±0.001567 test-auc:0.852182±0.007875 
[6542]  train-auc:0.972090±0.001567 test-auc:0.852179±0.007876 
[6543]  train-auc:0.972095±0.001568 test-auc:0.852186±0.007873 
[6544]  train-auc:0.972098±0.001569 test-auc:0.852192±0.007885 
[6545]  train-auc:0.972102±0.001570 test-auc:0.852189±0.007895 
[6546]  train-auc:0.972110±0.001567 test-auc:0.852184±0.007890 
[6547]  train-auc:0.972113±0.001568 test-auc:0.852189±0.007891 
[6548]  train-auc:0.972119±0.001570 test-auc:0.852197±0.007907 
[6549]  train-auc:0.972124±0.001570 test-auc:0.852203±0.007910 
[6550]  train-auc:0.972128±0.001570 test-auc:0.852197±0.007907 
[6551]  train-auc:0.972130±0.001571 test-auc:0.852205±0.007905 
[6552]  train-auc:0.972137±0.001570 test-auc:0.852206±0.007909 
[6553]  train-auc:0.972150±0.001568 test-auc:0.852225±0.007910 
[6554]  train-auc:0.972153±0.001566 test-auc:0.852225±0.007907 
[6555]  train-auc:0.972160±0.001568 test-auc:0.852223±0.007915 
[6556]  train-auc:0.972168±0.001568 test-auc:0.852224±0.007909 
[6557]  train-auc:0.972176±0.001571 test-auc:0.852225±0.007907 
[6558]  train-auc:0.972182±0.001571 test-auc:0.852222±0.007925 
[6559]  train-auc:0.972185±0.001571 test-auc:0.852224±0.007932 
[6560]  train-auc:0.972191±0.001574 test-auc:0.852225±0.007936 
[6561]  train-auc:0.972193±0.001573 test-auc:0.852231±0.007937 
[6562]  train-auc:0.972195±0.001573 test-auc:0.852231±0.007933 
[6563]  train-auc:0.972200±0.001576 test-auc:0.852227±0.007938 
[6564]  train-auc:0.972202±0.001574 test-auc:0.852217±0.007936 
[6565]  train-auc:0.972206±0.001575 test-auc:0.852223±0.007935 
[6566]  train-auc:0.972212±0.001576 test-auc:0.852222±0.007938 
[6567]  train-auc:0.972216±0.001576 test-auc:0.852213±0.007945 
[6568]  train-auc:0.972220±0.001577 test-auc:0.852222±0.007948 
[6569]  train-auc:0.972223±0.001577 test-auc:0.852223±0.007940 
[6570]  train-auc:0.972226±0.001576 test-auc:0.852221±0.007936 
[6571]  train-auc:0.972230±0.001578 test-auc:0.852221±0.007934 
[6572]  train-auc:0.972235±0.001578 test-auc:0.852230±0.007933 
[6573]  train-auc:0.972239±0.001577 test-auc:0.852231±0.007931 
[6574]  train-auc:0.972244±0.001577 test-auc:0.852235±0.007931 
[6575]  train-auc:0.972247±0.001577 test-auc:0.852232±0.007932 
[6576]  train-auc:0.972250±0.001578 test-auc:0.852228±0.007935 
[6577]  train-auc:0.972253±0.001579 test-auc:0.852231±0.007933 
[6578]  train-auc:0.972257±0.001580 test-auc:0.852229±0.007931 
[6579]  train-auc:0.972261±0.001579 test-auc:0.852236±0.007926 
[6580]  train-auc:0.972265±0.001577 test-auc:0.852236±0.007921 
[6581]  train-auc:0.972269±0.001578 test-auc:0.852230±0.007925 
[6582]  train-auc:0.972273±0.001577 test-auc:0.852236±0.007937 
[6583]  train-auc:0.972277±0.001576 test-auc:0.852238±0.007928 
[6584]  train-auc:0.972282±0.001579 test-auc:0.852240±0.007920 
[6585]  train-auc:0.972287±0.001580 test-auc:0.852238±0.007919 
[6586]  train-auc:0.972288±0.001580 test-auc:0.852234±0.007922 
[6587]  train-auc:0.972291±0.001581 test-auc:0.852236±0.007925 
[6588]  train-auc:0.972295±0.001581 test-auc:0.852225±0.007911 
[6589]  train-auc:0.972302±0.001582 test-auc:0.852230±0.007915 
[6590]  train-auc:0.972309±0.001580 test-auc:0.852233±0.007910 
[6591]  train-auc:0.972313±0.001580 test-auc:0.852231±0.007900 
[6592]  train-auc:0.972316±0.001580 test-auc:0.852240±0.007894 
[6593]  train-auc:0.972322±0.001579 test-auc:0.852246±0.007911 
[6594]  train-auc:0.972325±0.001579 test-auc:0.852238±0.007907 
[6595]  train-auc:0.972333±0.001582 test-auc:0.852235±0.007902 
[6596]  train-auc:0.972337±0.001584 test-auc:0.852229±0.007905 
[6597]  train-auc:0.972341±0.001585 test-auc:0.852231±0.007903 
[6598]  train-auc:0.972345±0.001586 test-auc:0.852240±0.007894 
[6599]  train-auc:0.972351±0.001590 test-auc:0.852241±0.007906 
[6600]  train-auc:0.972353±0.001589 test-auc:0.852236±0.007910 
[6601]  train-auc:0.972355±0.001588 test-auc:0.852238±0.007906 
[6602]  train-auc:0.972359±0.001590 test-auc:0.852238±0.007899 
[6603]  train-auc:0.972361±0.001589 test-auc:0.852235±0.007902 
[6604]  train-auc:0.972364±0.001591 test-auc:0.852226±0.007905 
[6605]  train-auc:0.972369±0.001592 test-auc:0.852233±0.007899 
[6606]  train-auc:0.972373±0.001592 test-auc:0.852238±0.007908 
[6607]  train-auc:0.972379±0.001591 test-auc:0.852245±0.007909 
[6608]  train-auc:0.972380±0.001592 test-auc:0.852244±0.007912 
[6609]  train-auc:0.972384±0.001593 test-auc:0.852239±0.007913 
[6610]  train-auc:0.972385±0.001593 test-auc:0.852237±0.007913 
[6611]  train-auc:0.972388±0.001594 test-auc:0.852239±0.007913 
[6612]  train-auc:0.972393±0.001595 test-auc:0.852244±0.007908 
[6613]  train-auc:0.972407±0.001592 test-auc:0.852247±0.007908 
[6614]  train-auc:0.972411±0.001590 test-auc:0.852245±0.007906 
[6615]  train-auc:0.972414±0.001592 test-auc:0.852245±0.007904 
[6616]  train-auc:0.972416±0.001593 test-auc:0.852248±0.007906 
[6617]  train-auc:0.972417±0.001594 test-auc:0.852244±0.007906 
[6618]  train-auc:0.972420±0.001593 test-auc:0.852249±0.007909 
[6619]  train-auc:0.972425±0.001593 test-auc:0.852230±0.007912 
[6620]  train-auc:0.972429±0.001593 test-auc:0.852233±0.007918 
[6621]  train-auc:0.972435±0.001593 test-auc:0.852232±0.007921 
[6622]  train-auc:0.972441±0.001595 test-auc:0.852247±0.007921 
[6623]  train-auc:0.972445±0.001595 test-auc:0.852246±0.007930 
[6624]  train-auc:0.972453±0.001593 test-auc:0.852260±0.007939 
[6625]  train-auc:0.972461±0.001591 test-auc:0.852258±0.007931 
[6626]  train-auc:0.972465±0.001590 test-auc:0.852252±0.007937 
[6627]  train-auc:0.972468±0.001590 test-auc:0.852253±0.007938 
[6628]  train-auc:0.972470±0.001590 test-auc:0.852247±0.007924 
[6629]  train-auc:0.972474±0.001591 test-auc:0.852255±0.007928 
[6630]  train-auc:0.972480±0.001593 test-auc:0.852269±0.007930 
[6631]  train-auc:0.972483±0.001593 test-auc:0.852267±0.007922 
[6632]  train-auc:0.972488±0.001593 test-auc:0.852259±0.007925 
[6633]  train-auc:0.972492±0.001595 test-auc:0.852268±0.007922 
[6634]  train-auc:0.972497±0.001591 test-auc:0.852261±0.007924 
[6635]  train-auc:0.972498±0.001592 test-auc:0.852258±0.007926 
[6636]  train-auc:0.972500±0.001591 test-auc:0.852263±0.007920 
[6637]  train-auc:0.972504±0.001589 test-auc:0.852261±0.007918 
[6638]  train-auc:0.972506±0.001589 test-auc:0.852262±0.007927 
[6639]  train-auc:0.972506±0.001589 test-auc:0.852258±0.007918 
[6640]  train-auc:0.972510±0.001590 test-auc:0.852256±0.007925 
[6641]  train-auc:0.972512±0.001589 test-auc:0.852255±0.007932 
[6642]  train-auc:0.972516±0.001590 test-auc:0.852255±0.007932 
[6643]  train-auc:0.972520±0.001589 test-auc:0.852269±0.007928 
[6644]  train-auc:0.972525±0.001588 test-auc:0.852268±0.007933 
[6645]  train-auc:0.972529±0.001590 test-auc:0.852269±0.007935 
[6646]  train-auc:0.972531±0.001590 test-auc:0.852270±0.007938 
[6647]  train-auc:0.972534±0.001591 test-auc:0.852273±0.007941 
[6648]  train-auc:0.972536±0.001592 test-auc:0.852270±0.007942 
[6649]  train-auc:0.972541±0.001593 test-auc:0.852274±0.007945 
[6650]  train-auc:0.972546±0.001594 test-auc:0.852272±0.007931 
[6651]  train-auc:0.972550±0.001594 test-auc:0.852276±0.007932 
[6652]  train-auc:0.972556±0.001593 test-auc:0.852275±0.007933 
[6653]  train-auc:0.972558±0.001594 test-auc:0.852276±0.007938 
[6654]  train-auc:0.972561±0.001595 test-auc:0.852272±0.007942 
[6655]  train-auc:0.972566±0.001596 test-auc:0.852277±0.007935 
[6656]  train-auc:0.972571±0.001596 test-auc:0.852271±0.007933 
[6657]  train-auc:0.972573±0.001597 test-auc:0.852271±0.007929 
[6658]  train-auc:0.972576±0.001596 test-auc:0.852267±0.007929 
[6659]  train-auc:0.972579±0.001597 test-auc:0.852271±0.007925 
[6660]  train-auc:0.972585±0.001597 test-auc:0.852270±0.007931 
[6661]  train-auc:0.972588±0.001597 test-auc:0.852277±0.007934 
[6662]  train-auc:0.972593±0.001599 test-auc:0.852286±0.007943 
[6663]  train-auc:0.972597±0.001600 test-auc:0.852289±0.007947 
[6664]  train-auc:0.972601±0.001599 test-auc:0.852287±0.007948 
[6665]  train-auc:0.972604±0.001599 test-auc:0.852284±0.007950 
[6666]  train-auc:0.972607±0.001600 test-auc:0.852288±0.007957 
[6667]  train-auc:0.972610±0.001600 test-auc:0.852288±0.007955 
[6668]  train-auc:0.972612±0.001601 test-auc:0.852294±0.007949 
[6669]  train-auc:0.972615±0.001600 test-auc:0.852296±0.007946 
[6670]  train-auc:0.972617±0.001600 test-auc:0.852284±0.007946 
[6671]  train-auc:0.972626±0.001599 test-auc:0.852287±0.007951 
[6672]  train-auc:0.972631±0.001598 test-auc:0.852290±0.007962 
[6673]  train-auc:0.972634±0.001598 test-auc:0.852293±0.007956 
[6674]  train-auc:0.972636±0.001598 test-auc:0.852296±0.007959 
[6675]  train-auc:0.972641±0.001599 test-auc:0.852295±0.007956 
[6676]  train-auc:0.972644±0.001600 test-auc:0.852296±0.007954 
[6677]  train-auc:0.972646±0.001599 test-auc:0.852294±0.007954 
[6678]  train-auc:0.972651±0.001597 test-auc:0.852304±0.007957 
[6679]  train-auc:0.972657±0.001598 test-auc:0.852309±0.007948 
[6680]  train-auc:0.972662±0.001599 test-auc:0.852307±0.007953 
[6681]  train-auc:0.972666±0.001600 test-auc:0.852310±0.007949 
[6682]  train-auc:0.972675±0.001599 test-auc:0.852307±0.007956 
[6683]  train-auc:0.972680±0.001600 test-auc:0.852308±0.007949 
[6684]  train-auc:0.972685±0.001598 test-auc:0.852306±0.007953 
[6685]  train-auc:0.972691±0.001600 test-auc:0.852299±0.007956 
[6686]  train-auc:0.972693±0.001600 test-auc:0.852292±0.007953 
[6687]  train-auc:0.972698±0.001599 test-auc:0.852298±0.007964 
[6688]  train-auc:0.972703±0.001600 test-auc:0.852295±0.007966 
[6689]  train-auc:0.972706±0.001600 test-auc:0.852294±0.007971 
[6690]  train-auc:0.972709±0.001598 test-auc:0.852292±0.007968 
[6691]  train-auc:0.972712±0.001597 test-auc:0.852294±0.007968 
[6692]  train-auc:0.972718±0.001596 test-auc:0.852299±0.007975 
[6693]  train-auc:0.972723±0.001596 test-auc:0.852300±0.007962 
[6694]  train-auc:0.972726±0.001595 test-auc:0.852304±0.007970 
[6695]  train-auc:0.972728±0.001595 test-auc:0.852310±0.007972 
[6696]  train-auc:0.972731±0.001595 test-auc:0.852306±0.007975 
[6697]  train-auc:0.972737±0.001595 test-auc:0.852310±0.007972 
[6698]  train-auc:0.972743±0.001593 test-auc:0.852313±0.007974 
[6699]  train-auc:0.972749±0.001593 test-auc:0.852318±0.007967 
[6700]  train-auc:0.972755±0.001592 test-auc:0.852314±0.007969 
[6701]  train-auc:0.972762±0.001590 test-auc:0.852324±0.007967 
[6702]  train-auc:0.972763±0.001590 test-auc:0.852322±0.007969 
[6703]  train-auc:0.972766±0.001590 test-auc:0.852327±0.007968 
[6704]  train-auc:0.972771±0.001590 test-auc:0.852326±0.007977 
[6705]  train-auc:0.972775±0.001590 test-auc:0.852323±0.007976 
[6706]  train-auc:0.972777±0.001591 test-auc:0.852320±0.007977 
[6707]  train-auc:0.972784±0.001592 test-auc:0.852322±0.007972 
[6708]  train-auc:0.972786±0.001592 test-auc:0.852321±0.007974 
[6709]  train-auc:0.972791±0.001594 test-auc:0.852322±0.007979 
[6710]  train-auc:0.972795±0.001591 test-auc:0.852319±0.007974 
[6711]  train-auc:0.972798±0.001591 test-auc:0.852318±0.007974 
[6712]  train-auc:0.972801±0.001591 test-auc:0.852320±0.007971 
[6713]  train-auc:0.972805±0.001592 test-auc:0.852325±0.007978 
[6714]  train-auc:0.972809±0.001588 test-auc:0.852324±0.007973 
[6715]  train-auc:0.972812±0.001588 test-auc:0.852323±0.007975 
[6716]  train-auc:0.972814±0.001587 test-auc:0.852327±0.007969 
[6717]  train-auc:0.972817±0.001589 test-auc:0.852329±0.007973 
[6718]  train-auc:0.972820±0.001587 test-auc:0.852339±0.007976 
[6719]  train-auc:0.972824±0.001588 test-auc:0.852342±0.007973 
[6720]  train-auc:0.972833±0.001589 test-auc:0.852334±0.007966 
[6721]  train-auc:0.972837±0.001588 test-auc:0.852335±0.007965 
[6722]  train-auc:0.972848±0.001584 test-auc:0.852345±0.007973 
[6723]  train-auc:0.972852±0.001583 test-auc:0.852334±0.007980 
[6724]  train-auc:0.972856±0.001583 test-auc:0.852333±0.007983 
[6725]  train-auc:0.972857±0.001582 test-auc:0.852339±0.007983 
[6726]  train-auc:0.972861±0.001582 test-auc:0.852333±0.007991 
[6727]  train-auc:0.972865±0.001581 test-auc:0.852330±0.008002 
[6728]  train-auc:0.972871±0.001580 test-auc:0.852335±0.007997 
[6729]  train-auc:0.972874±0.001580 test-auc:0.852336±0.007988 
[6730]  train-auc:0.972879±0.001582 test-auc:0.852336±0.007982 
[6731]  train-auc:0.972882±0.001583 test-auc:0.852335±0.007974 
[6732]  train-auc:0.972890±0.001582 test-auc:0.852337±0.007985 
[6733]  train-auc:0.972897±0.001582 test-auc:0.852345±0.007974 
[6734]  train-auc:0.972899±0.001581 test-auc:0.852351±0.007973 
[6735]  train-auc:0.972903±0.001582 test-auc:0.852347±0.007976 
[6736]  train-auc:0.972904±0.001581 test-auc:0.852350±0.007975 
[6737]  train-auc:0.972909±0.001582 test-auc:0.852349±0.007974 
[6738]  train-auc:0.972911±0.001582 test-auc:0.852350±0.007971 
[6739]  train-auc:0.972918±0.001579 test-auc:0.852342±0.007964 
[6740]  train-auc:0.972923±0.001579 test-auc:0.852341±0.007976 
[6741]  train-auc:0.972926±0.001579 test-auc:0.852339±0.007977 
[6742]  train-auc:0.972928±0.001579 test-auc:0.852335±0.007970 
[6743]  train-auc:0.972936±0.001579 test-auc:0.852336±0.007965 
[6744]  train-auc:0.972940±0.001580 test-auc:0.852336±0.007965 
[6745]  train-auc:0.972942±0.001579 test-auc:0.852337±0.007970 
[6746]  train-auc:0.972946±0.001578 test-auc:0.852336±0.007957 
[6747]  train-auc:0.972950±0.001577 test-auc:0.852343±0.007968 
[6748]  train-auc:0.972956±0.001579 test-auc:0.852339±0.007961 
[6749]  train-auc:0.972963±0.001579 test-auc:0.852334±0.007961 
[6750]  train-auc:0.972968±0.001577 test-auc:0.852336±0.007966 
[6751]  train-auc:0.972972±0.001576 test-auc:0.852337±0.007955 
[6752]  train-auc:0.972976±0.001577 test-auc:0.852331±0.007957 
[6753]  train-auc:0.972986±0.001577 test-auc:0.852336±0.007952 
[6754]  train-auc:0.972989±0.001578 test-auc:0.852333±0.007946 
[6755]  train-auc:0.972992±0.001580 test-auc:0.852333±0.007946 
[6756]  train-auc:0.972997±0.001579 test-auc:0.852322±0.007944 
[6757]  train-auc:0.972999±0.001578 test-auc:0.852325±0.007943 
[6758]  train-auc:0.973003±0.001577 test-auc:0.852325±0.007952 
[6759]  train-auc:0.973006±0.001576 test-auc:0.852333±0.007947 
[6760]  train-auc:0.973008±0.001577 test-auc:0.852324±0.007950 
[6761]  train-auc:0.973012±0.001577 test-auc:0.852313±0.007951 
[6762]  train-auc:0.973015±0.001577 test-auc:0.852322±0.007957 
[6763]  train-auc:0.973018±0.001577 test-auc:0.852319±0.007958 
[6764]  train-auc:0.973021±0.001577 test-auc:0.852318±0.007957 
[6765]  train-auc:0.973023±0.001577 test-auc:0.852322±0.007956 
[6766]  train-auc:0.973027±0.001578 test-auc:0.852319±0.007952 
[6767]  train-auc:0.973034±0.001576 test-auc:0.852320±0.007955 
[6768]  train-auc:0.973037±0.001575 test-auc:0.852324±0.007959 
[6769]  train-auc:0.973041±0.001575 test-auc:0.852324±0.007955 
[6770]  train-auc:0.973044±0.001576 test-auc:0.852322±0.007949 
[6771]  train-auc:0.973049±0.001576 test-auc:0.852319±0.007954 
[6772]  train-auc:0.973052±0.001575 test-auc:0.852321±0.007964 
[6773]  train-auc:0.973055±0.001576 test-auc:0.852326±0.007956 
[6774]  train-auc:0.973058±0.001577 test-auc:0.852322±0.007961 
[6775]  train-auc:0.973060±0.001578 test-auc:0.852316±0.007972 
[6776]  train-auc:0.973063±0.001578 test-auc:0.852325±0.007978 
[6777]  train-auc:0.973071±0.001582 test-auc:0.852321±0.007971 
[6778]  train-auc:0.973072±0.001583 test-auc:0.852325±0.007980 
[6779]  train-auc:0.973074±0.001581 test-auc:0.852327±0.007977 
[6780]  train-auc:0.973077±0.001583 test-auc:0.852323±0.007973 
[6781]  train-auc:0.973081±0.001581 test-auc:0.852327±0.007979 
[6782]  train-auc:0.973084±0.001580 test-auc:0.852322±0.007984 
[6783]  train-auc:0.973086±0.001581 test-auc:0.852321±0.007982 
[6784]  train-auc:0.973088±0.001581 test-auc:0.852320±0.007980 
[6785]  train-auc:0.973097±0.001578 test-auc:0.852317±0.007987 
[6786]  train-auc:0.973099±0.001579 test-auc:0.852313±0.007979 
[6787]  train-auc:0.973102±0.001579 test-auc:0.852313±0.007978 
[6788]  train-auc:0.973106±0.001580 test-auc:0.852321±0.007977 
[6789]  train-auc:0.973109±0.001581 test-auc:0.852320±0.007978 
[6790]  train-auc:0.973112±0.001581 test-auc:0.852321±0.007976 
[6791]  train-auc:0.973116±0.001583 test-auc:0.852322±0.007982 
[6792]  train-auc:0.973117±0.001582 test-auc:0.852325±0.007982 
[6793]  train-auc:0.973120±0.001582 test-auc:0.852329±0.007990 
[6794]  train-auc:0.973122±0.001582 test-auc:0.852331±0.007986 
[6795]  train-auc:0.973125±0.001581 test-auc:0.852326±0.007991 
[6796]  train-auc:0.973128±0.001580 test-auc:0.852333±0.007989 
[6797]  train-auc:0.973130±0.001581 test-auc:0.852332±0.007985 
[6798]  train-auc:0.973132±0.001581 test-auc:0.852334±0.007991 
[6799]  train-auc:0.973134±0.001581 test-auc:0.852335±0.007993 
[6800]  train-auc:0.973137±0.001581 test-auc:0.852335±0.007992 
[6801]  train-auc:0.973141±0.001583 test-auc:0.852336±0.007991 
[6802]  train-auc:0.973149±0.001581 test-auc:0.852347±0.007997 
[6803]  train-auc:0.973154±0.001579 test-auc:0.852343±0.007983 
[6804]  train-auc:0.973156±0.001578 test-auc:0.852345±0.007991 
[6805]  train-auc:0.973159±0.001578 test-auc:0.852344±0.007992 
[6806]  train-auc:0.973162±0.001577 test-auc:0.852339±0.007996 
[6807]  train-auc:0.973164±0.001578 test-auc:0.852339±0.008002 
[6808]  train-auc:0.973167±0.001580 test-auc:0.852338±0.008002 
[6809]  train-auc:0.973168±0.001580 test-auc:0.852339±0.007999 
[6810]  train-auc:0.973175±0.001579 test-auc:0.852347±0.008009 
[6811]  train-auc:0.973180±0.001578 test-auc:0.852351±0.008001 
[6812]  train-auc:0.973182±0.001579 test-auc:0.852356±0.008006 
[6813]  train-auc:0.973190±0.001580 test-auc:0.852366±0.008005 
[6814]  train-auc:0.973193±0.001580 test-auc:0.852357±0.008007 
[6815]  train-auc:0.973196±0.001580 test-auc:0.852360±0.008000 
[6816]  train-auc:0.973197±0.001580 test-auc:0.852355±0.008002 
[6817]  train-auc:0.973205±0.001580 test-auc:0.852365±0.007993 
[6818]  train-auc:0.973209±0.001584 test-auc:0.852369±0.008001 
[6819]  train-auc:0.973223±0.001579 test-auc:0.852381±0.008011 
[6820]  train-auc:0.973225±0.001580 test-auc:0.852377±0.008009 
[6821]  train-auc:0.973229±0.001582 test-auc:0.852372±0.008014 
[6822]  train-auc:0.973232±0.001582 test-auc:0.852369±0.008009 
[6823]  train-auc:0.973234±0.001583 test-auc:0.852363±0.008012 
[6824]  train-auc:0.973241±0.001585 test-auc:0.852363±0.008010 
[6825]  train-auc:0.973243±0.001586 test-auc:0.852365±0.008008 
[6826]  train-auc:0.973245±0.001587 test-auc:0.852362±0.008014 
[6827]  train-auc:0.973248±0.001586 test-auc:0.852369±0.008014 
[6828]  train-auc:0.973251±0.001588 test-auc:0.852369±0.008016 
[6829]  train-auc:0.973257±0.001588 test-auc:0.852362±0.008026 
[6830]  train-auc:0.973258±0.001587 test-auc:0.852366±0.008022 
[6831]  train-auc:0.973265±0.001587 test-auc:0.852368±0.008022 
[6832]  train-auc:0.973269±0.001590 test-auc:0.852377±0.008022 
[6833]  train-auc:0.973273±0.001588 test-auc:0.852367±0.008028 
[6834]  train-auc:0.973276±0.001590 test-auc:0.852371±0.008030 
[6835]  train-auc:0.973278±0.001589 test-auc:0.852380±0.008028 
[6836]  train-auc:0.973281±0.001588 test-auc:0.852382±0.008024 
[6837]  train-auc:0.973289±0.001591 test-auc:0.852383±0.008027 
[6838]  train-auc:0.973293±0.001591 test-auc:0.852376±0.008037 
[6839]  train-auc:0.973297±0.001592 test-auc:0.852364±0.008046 
[6840]  train-auc:0.973300±0.001593 test-auc:0.852372±0.008048 
[6841]  train-auc:0.973306±0.001595 test-auc:0.852376±0.008053 
[6842]  train-auc:0.973313±0.001591 test-auc:0.852376±0.008057 
[6843]  train-auc:0.973319±0.001592 test-auc:0.852373±0.008059 
[6844]  train-auc:0.973323±0.001592 test-auc:0.852378±0.008054 
[6845]  train-auc:0.973327±0.001592 test-auc:0.852381±0.008050 
[6846]  train-auc:0.973333±0.001587 test-auc:0.852387±0.008049 
[6847]  train-auc:0.973334±0.001588 test-auc:0.852389±0.008046 
[6848]  train-auc:0.973344±0.001588 test-auc:0.852392±0.008039 
[6849]  train-auc:0.973349±0.001587 test-auc:0.852389±0.008042 
[6850]  train-auc:0.973354±0.001585 test-auc:0.852381±0.008047 
[6851]  train-auc:0.973356±0.001584 test-auc:0.852392±0.008052 
[6852]  train-auc:0.973358±0.001583 test-auc:0.852397±0.008051 
[6853]  train-auc:0.973360±0.001584 test-auc:0.852388±0.008057 
[6854]  train-auc:0.973364±0.001584 test-auc:0.852386±0.008059 
[6855]  train-auc:0.973373±0.001583 test-auc:0.852401±0.008053 
[6856]  train-auc:0.973374±0.001583 test-auc:0.852403±0.008051 
[6857]  train-auc:0.973377±0.001581 test-auc:0.852409±0.008053 
[6858]  train-auc:0.973382±0.001580 test-auc:0.852412±0.008046 
[6859]  train-auc:0.973383±0.001579 test-auc:0.852404±0.008039 
[6860]  train-auc:0.973385±0.001579 test-auc:0.852407±0.008035 
[6861]  train-auc:0.973387±0.001579 test-auc:0.852409±0.008045 
[6862]  train-auc:0.973391±0.001581 test-auc:0.852410±0.008042 
[6863]  train-auc:0.973399±0.001580 test-auc:0.852422±0.008026 
[6864]  train-auc:0.973403±0.001579 test-auc:0.852416±0.008020 
[6865]  train-auc:0.973406±0.001580 test-auc:0.852414±0.008017 
[6866]  train-auc:0.973408±0.001579 test-auc:0.852407±0.008026 
[6867]  train-auc:0.973411±0.001580 test-auc:0.852408±0.008034 
[6868]  train-auc:0.973416±0.001579 test-auc:0.852408±0.008035 
[6869]  train-auc:0.973418±0.001579 test-auc:0.852408±0.008030 
[6870]  train-auc:0.973419±0.001578 test-auc:0.852408±0.008027 
[6871]  train-auc:0.973421±0.001578 test-auc:0.852406±0.008032 
[6872]  train-auc:0.973433±0.001576 test-auc:0.852414±0.008024 
[6873]  train-auc:0.973438±0.001577 test-auc:0.852408±0.008031 
[6874]  train-auc:0.973440±0.001577 test-auc:0.852412±0.008029 
[6875]  train-auc:0.973442±0.001577 test-auc:0.852415±0.008036 
[6876]  train-auc:0.973443±0.001577 test-auc:0.852415±0.008034 
[6877]  train-auc:0.973447±0.001576 test-auc:0.852421±0.008033 
[6878]  train-auc:0.973449±0.001578 test-auc:0.852419±0.008034 
[6879]  train-auc:0.973451±0.001579 test-auc:0.852419±0.008033 
[6880]  train-auc:0.973455±0.001578 test-auc:0.852419±0.008030 
[6881]  train-auc:0.973461±0.001579 test-auc:0.852417±0.008025 
[6882]  train-auc:0.973467±0.001580 test-auc:0.852419±0.008021 
[6883]  train-auc:0.973472±0.001580 test-auc:0.852412±0.008020 
[6884]  train-auc:0.973479±0.001581 test-auc:0.852420±0.008024 
[6885]  train-auc:0.973480±0.001582 test-auc:0.852424±0.008025 
[6886]  train-auc:0.973484±0.001583 test-auc:0.852431±0.008023 
[6887]  train-auc:0.973488±0.001583 test-auc:0.852431±0.008034 
[6888]  train-auc:0.973490±0.001584 test-auc:0.852430±0.008033 
[6889]  train-auc:0.973495±0.001585 test-auc:0.852429±0.008045 
[6890]  train-auc:0.973501±0.001588 test-auc:0.852434±0.008036 
[6891]  train-auc:0.973504±0.001589 test-auc:0.852429±0.008036 
[6892]  train-auc:0.973506±0.001589 test-auc:0.852433±0.008037 
[6893]  train-auc:0.973513±0.001588 test-auc:0.852438±0.008049 
[6894]  train-auc:0.973517±0.001588 test-auc:0.852434±0.008040 
[6895]  train-auc:0.973523±0.001589 test-auc:0.852427±0.008051 
[6896]  train-auc:0.973524±0.001588 test-auc:0.852428±0.008053 
[6897]  train-auc:0.973531±0.001589 test-auc:0.852419±0.008059 
[6898]  train-auc:0.973535±0.001591 test-auc:0.852420±0.008060 
[6899]  train-auc:0.973537±0.001590 test-auc:0.852420±0.008059 
[6900]  train-auc:0.973540±0.001589 test-auc:0.852415±0.008065 
[6901]  train-auc:0.973544±0.001587 test-auc:0.852419±0.008066 
[6902]  train-auc:0.973551±0.001585 test-auc:0.852423±0.008065 
[6903]  train-auc:0.973555±0.001586 test-auc:0.852419±0.008059 
[6904]  train-auc:0.973561±0.001587 test-auc:0.852418±0.008060 
[6905]  train-auc:0.973566±0.001584 test-auc:0.852418±0.008058 
[6906]  train-auc:0.973567±0.001583 test-auc:0.852412±0.008059 
[6907]  train-auc:0.973571±0.001585 test-auc:0.852403±0.008055 
[6908]  train-auc:0.973574±0.001584 test-auc:0.852397±0.008047 
[6909]  train-auc:0.973577±0.001583 test-auc:0.852394±0.008050 
[6910]  train-auc:0.973578±0.001584 test-auc:0.852401±0.008045 
[6911]  train-auc:0.973580±0.001584 test-auc:0.852407±0.008052 
[6912]  train-auc:0.973583±0.001585 test-auc:0.852411±0.008057 
[6913]  train-auc:0.973585±0.001584 test-auc:0.852414±0.008054 
[6914]  train-auc:0.973595±0.001585 test-auc:0.852407±0.008046 
[6915]  train-auc:0.973598±0.001583 test-auc:0.852409±0.008051 
[6916]  train-auc:0.973600±0.001582 test-auc:0.852411±0.008047 
[6917]  train-auc:0.973612±0.001581 test-auc:0.852422±0.008043 
[6918]  train-auc:0.973613±0.001581 test-auc:0.852421±0.008061 
[6919]  train-auc:0.973618±0.001580 test-auc:0.852423±0.008053 
[6920]  train-auc:0.973620±0.001578 test-auc:0.852424±0.008046 
[6921]  train-auc:0.973621±0.001578 test-auc:0.852427±0.008043 
[6922]  train-auc:0.973626±0.001580 test-auc:0.852423±0.008046 
[6923]  train-auc:0.973630±0.001580 test-auc:0.852425±0.008052 
[6924]  train-auc:0.973633±0.001581 test-auc:0.852425±0.008054 
[6925]  train-auc:0.973639±0.001581 test-auc:0.852418±0.008050 
[6926]  train-auc:0.973644±0.001579 test-auc:0.852421±0.008048 
[6927]  train-auc:0.973646±0.001580 test-auc:0.852426±0.008046 
[6928]  train-auc:0.973648±0.001580 test-auc:0.852423±0.008047 
[6929]  train-auc:0.973651±0.001580 test-auc:0.852427±0.008050 
[6930]  train-auc:0.973655±0.001581 test-auc:0.852431±0.008056 
[6931]  train-auc:0.973658±0.001583 test-auc:0.852431±0.008056 
[6932]  train-auc:0.973661±0.001582 test-auc:0.852432±0.008056 
[6933]  train-auc:0.973665±0.001582 test-auc:0.852422±0.008059 
[6934]  train-auc:0.973672±0.001580 test-auc:0.852423±0.008061 
[6935]  train-auc:0.973676±0.001579 test-auc:0.852418±0.008062 
[6936]  train-auc:0.973680±0.001580 test-auc:0.852419±0.008058 
[6937]  train-auc:0.973682±0.001581 test-auc:0.852420±0.008061 
[6938]  train-auc:0.973684±0.001580 test-auc:0.852419±0.008062 
[6939]  train-auc:0.973688±0.001579 test-auc:0.852419±0.008062 
[6940]  train-auc:0.973690±0.001580 test-auc:0.852418±0.008065 
[6941]  train-auc:0.973691±0.001580 test-auc:0.852409±0.008072 
[6942]  train-auc:0.973699±0.001581 test-auc:0.852409±0.008062 
[6943]  train-auc:0.973704±0.001579 test-auc:0.852405±0.008063 
[6944]  train-auc:0.973707±0.001581 test-auc:0.852398±0.008066 
[6945]  train-auc:0.973717±0.001576 test-auc:0.852389±0.008081 
[6946]  train-auc:0.973719±0.001576 test-auc:0.852391±0.008081 
[6947]  train-auc:0.973723±0.001575 test-auc:0.852395±0.008088 
[6948]  train-auc:0.973724±0.001574 test-auc:0.852388±0.008085 
[6949]  train-auc:0.973727±0.001573 test-auc:0.852391±0.008081 
[6950]  train-auc:0.973732±0.001572 test-auc:0.852391±0.008081 
[6951]  train-auc:0.973733±0.001571 test-auc:0.852392±0.008081 
[6952]  train-auc:0.973738±0.001571 test-auc:0.852395±0.008078 
[6953]  train-auc:0.973744±0.001569 test-auc:0.852402±0.008074 
[6954]  train-auc:0.973748±0.001568 test-auc:0.852398±0.008076 
[6955]  train-auc:0.973749±0.001568 test-auc:0.852401±0.008076 
[6956]  train-auc:0.973762±0.001567 test-auc:0.852410±0.008080 
[6957]  train-auc:0.973765±0.001566 test-auc:0.852405±0.008076 
[6958]  train-auc:0.973767±0.001566 test-auc:0.852399±0.008072 
[6959]  train-auc:0.973769±0.001566 test-auc:0.852398±0.008068 
[6960]  train-auc:0.973772±0.001567 test-auc:0.852411±0.008065 
[6961]  train-auc:0.973776±0.001567 test-auc:0.852408±0.008071 
[6962]  train-auc:0.973777±0.001567 test-auc:0.852407±0.008073 
[6963]  train-auc:0.973780±0.001570 test-auc:0.852410±0.008072 
[6964]  train-auc:0.973782±0.001570 test-auc:0.852416±0.008076 
[6965]  train-auc:0.973785±0.001570 test-auc:0.852418±0.008076 
[6966]  train-auc:0.973787±0.001571 test-auc:0.852418±0.008067 
[6967]  train-auc:0.973789±0.001571 test-auc:0.852411±0.008066 
[6968]  train-auc:0.973790±0.001571 test-auc:0.852416±0.008072 
[6969]  train-auc:0.973793±0.001571 test-auc:0.852412±0.008075 
[6970]  train-auc:0.973798±0.001570 test-auc:0.852407±0.008076 
[6971]  train-auc:0.973804±0.001570 test-auc:0.852406±0.008079 
[6972]  train-auc:0.973810±0.001569 test-auc:0.852398±0.008082 
[6973]  train-auc:0.973813±0.001568 test-auc:0.852401±0.008089 
[6974]  train-auc:0.973814±0.001567 test-auc:0.852405±0.008090 
[6975]  train-auc:0.973820±0.001565 test-auc:0.852413±0.008102 
[6976]  train-auc:0.973825±0.001564 test-auc:0.852412±0.008101 
[6977]  train-auc:0.973835±0.001564 test-auc:0.852413±0.008099 
[6978]  train-auc:0.973840±0.001562 test-auc:0.852417±0.008100 
[6979]  train-auc:0.973842±0.001561 test-auc:0.852418±0.008100 
[6980]  train-auc:0.973843±0.001562 test-auc:0.852415±0.008101 
[6981]  train-auc:0.973845±0.001564 test-auc:0.852423±0.008104 
[6982]  train-auc:0.973849±0.001564 test-auc:0.852439±0.008091 
[6983]  train-auc:0.973855±0.001563 test-auc:0.852433±0.008088 
[6984]  train-auc:0.973859±0.001563 test-auc:0.852439±0.008089 
[6985]  train-auc:0.973865±0.001564 test-auc:0.852442±0.008086 
[6986]  train-auc:0.973869±0.001561 test-auc:0.852439±0.008084 
[6987]  train-auc:0.973874±0.001560 test-auc:0.852431±0.008090 
[6988]  train-auc:0.973878±0.001559 test-auc:0.852438±0.008087 
[6989]  train-auc:0.973880±0.001562 test-auc:0.852440±0.008082 
[6990]  train-auc:0.973886±0.001564 test-auc:0.852444±0.008090 
[6991]  train-auc:0.973890±0.001563 test-auc:0.852443±0.008078 
[6992]  train-auc:0.973892±0.001564 test-auc:0.852437±0.008084 
[6993]  train-auc:0.973896±0.001565 test-auc:0.852433±0.008087 
[6994]  train-auc:0.973898±0.001565 test-auc:0.852431±0.008083 
[6995]  train-auc:0.973901±0.001568 test-auc:0.852435±0.008080 
[6996]  train-auc:0.973904±0.001566 test-auc:0.852423±0.008076 
[6997]  train-auc:0.973906±0.001566 test-auc:0.852426±0.008076 
[6998]  train-auc:0.973908±0.001566 test-auc:0.852422±0.008078 
[6999]  train-auc:0.973915±0.001563 test-auc:0.852421±0.008064 
[7000]  train-auc:0.973915±0.001564 test-auc:0.852423±0.008062 
[7001]  train-auc:0.973918±0.001565 test-auc:0.852422±0.008059 
[7002]  train-auc:0.973920±0.001564 test-auc:0.852421±0.008059 
[7003]  train-auc:0.973928±0.001564 test-auc:0.852426±0.008054 
[7004]  train-auc:0.973934±0.001563 test-auc:0.852419±0.008062 
[7005]  train-auc:0.973937±0.001563 test-auc:0.852420±0.008065 
[7006]  train-auc:0.973938±0.001561 test-auc:0.852419±0.008060 
[7007]  train-auc:0.973943±0.001563 test-auc:0.852412±0.008061 
[7008]  train-auc:0.973946±0.001563 test-auc:0.852422±0.008056 
[7009]  train-auc:0.973952±0.001562 test-auc:0.852432±0.008058 
[7010]  train-auc:0.973957±0.001567 test-auc:0.852424±0.008056 
[7011]  train-auc:0.973959±0.001566 test-auc:0.852423±0.008057 
[7012]  train-auc:0.973962±0.001566 test-auc:0.852423±0.008055 
[7013]  train-auc:0.973965±0.001567 test-auc:0.852420±0.008060 
[7014]  train-auc:0.973970±0.001568 test-auc:0.852429±0.008063 
[7015]  train-auc:0.973974±0.001568 test-auc:0.852428±0.008067 
[7016]  train-auc:0.973978±0.001568 test-auc:0.852429±0.008056 
[7017]  train-auc:0.973981±0.001567 test-auc:0.852428±0.008061 
[7018]  train-auc:0.973984±0.001568 test-auc:0.852439±0.008057 
[7019]  train-auc:0.973990±0.001566 test-auc:0.852433±0.008062 
[7020]  train-auc:0.973994±0.001565 test-auc:0.852430±0.008062 
[7021]  train-auc:0.973995±0.001566 test-auc:0.852426±0.008059 
[7022]  train-auc:0.973999±0.001567 test-auc:0.852435±0.008051 
[7023]  train-auc:0.974002±0.001566 test-auc:0.852436±0.008058 
[7024]  train-auc:0.974008±0.001564 test-auc:0.852437±0.008059 
[7025]  train-auc:0.974011±0.001565 test-auc:0.852430±0.008060 
[7026]  train-auc:0.974015±0.001562 test-auc:0.852435±0.008058 
[7027]  train-auc:0.974016±0.001562 test-auc:0.852434±0.008058 
[7028]  train-auc:0.974019±0.001563 test-auc:0.852432±0.008057 
[7029]  train-auc:0.974022±0.001565 test-auc:0.852435±0.008054 
[7030]  train-auc:0.974027±0.001567 test-auc:0.852434±0.008062 
[7031]  train-auc:0.974030±0.001569 test-auc:0.852425±0.008056 
[7032]  train-auc:0.974035±0.001569 test-auc:0.852436±0.008060 
[7033]  train-auc:0.974039±0.001569 test-auc:0.852442±0.008059 
[7034]  train-auc:0.974044±0.001569 test-auc:0.852435±0.008054 
[7035]  train-auc:0.974046±0.001568 test-auc:0.852435±0.008060 
[7036]  train-auc:0.974051±0.001568 test-auc:0.852430±0.008074 
[7037]  train-auc:0.974053±0.001569 test-auc:0.852429±0.008063 
[7038]  train-auc:0.974061±0.001567 test-auc:0.852432±0.008061 
[7039]  train-auc:0.974064±0.001566 test-auc:0.852431±0.008058 
[7040]  train-auc:0.974067±0.001565 test-auc:0.852431±0.008059 
[7041]  train-auc:0.974071±0.001567 test-auc:0.852431±0.008052 
[7042]  train-auc:0.974073±0.001567 test-auc:0.852429±0.008051 
[7043]  train-auc:0.974079±0.001565 test-auc:0.852422±0.008060 
[7044]  train-auc:0.974080±0.001565 test-auc:0.852421±0.008062 
[7045]  train-auc:0.974082±0.001564 test-auc:0.852421±0.008059 
[7046]  train-auc:0.974085±0.001563 test-auc:0.852426±0.008064 
[7047]  train-auc:0.974089±0.001563 test-auc:0.852430±0.008052 
[7048]  train-auc:0.974092±0.001560 test-auc:0.852429±0.008058 
[7049]  train-auc:0.974095±0.001559 test-auc:0.852428±0.008063 
[7050]  train-auc:0.974096±0.001558 test-auc:0.852424±0.008064 
[7051]  train-auc:0.974100±0.001555 test-auc:0.852421±0.008069 
[7052]  train-auc:0.974103±0.001555 test-auc:0.852422±0.008071 
[7053]  train-auc:0.974106±0.001555 test-auc:0.852426±0.008068 
[7054]  train-auc:0.974108±0.001555 test-auc:0.852424±0.008074 
[7055]  train-auc:0.974112±0.001554 test-auc:0.852414±0.008076 
[7056]  train-auc:0.974116±0.001553 test-auc:0.852415±0.008081 
[7057]  train-auc:0.974120±0.001551 test-auc:0.852419±0.008096 
[7058]  train-auc:0.974121±0.001551 test-auc:0.852423±0.008097 
[7059]  train-auc:0.974126±0.001550 test-auc:0.852422±0.008104 
[7060]  train-auc:0.974129±0.001550 test-auc:0.852425±0.008099 
[7061]  train-auc:0.974132±0.001550 test-auc:0.852430±0.008103 
[7062]  train-auc:0.974134±0.001551 test-auc:0.852425±0.008107 
[7063]  train-auc:0.974147±0.001552 test-auc:0.852437±0.008100 
[7064]  train-auc:0.974154±0.001555 test-auc:0.852443±0.008101 
[7065]  train-auc:0.974161±0.001552 test-auc:0.852446±0.008101 
[7066]  train-auc:0.974162±0.001552 test-auc:0.852439±0.008095 
[7067]  train-auc:0.974165±0.001551 test-auc:0.852445±0.008098 
[7068]  train-auc:0.974167±0.001550 test-auc:0.852444±0.008102 
[7069]  train-auc:0.974172±0.001549 test-auc:0.852447±0.008101 
[7070]  train-auc:0.974174±0.001549 test-auc:0.852449±0.008098 
[7071]  train-auc:0.974176±0.001551 test-auc:0.852454±0.008100 
[7072]  train-auc:0.974179±0.001550 test-auc:0.852461±0.008108 
[7073]  train-auc:0.974182±0.001550 test-auc:0.852461±0.008107 
[7074]  train-auc:0.974188±0.001548 test-auc:0.852465±0.008097 
[7075]  train-auc:0.974191±0.001546 test-auc:0.852461±0.008100 
[7076]  train-auc:0.974194±0.001546 test-auc:0.852452±0.008101 
[7077]  train-auc:0.974199±0.001547 test-auc:0.852449±0.008105 
[7078]  train-auc:0.974203±0.001547 test-auc:0.852449±0.008105 
[7079]  train-auc:0.974208±0.001545 test-auc:0.852448±0.008104 
[7080]  train-auc:0.974209±0.001546 test-auc:0.852453±0.008097 
[7081]  train-auc:0.974215±0.001545 test-auc:0.852456±0.008086 
[7082]  train-auc:0.974220±0.001542 test-auc:0.852459±0.008095 
[7083]  train-auc:0.974223±0.001541 test-auc:0.852463±0.008095 
[7084]  train-auc:0.974226±0.001541 test-auc:0.852457±0.008101 
[7085]  train-auc:0.974227±0.001540 test-auc:0.852454±0.008099 
[7086]  train-auc:0.974228±0.001539 test-auc:0.852452±0.008104 
[7087]  train-auc:0.974229±0.001539 test-auc:0.852450±0.008106 
[7088]  train-auc:0.974231±0.001540 test-auc:0.852452±0.008105 
[7089]  train-auc:0.974237±0.001539 test-auc:0.852454±0.008105 
[7090]  train-auc:0.974240±0.001539 test-auc:0.852451±0.008110 
[7091]  train-auc:0.974243±0.001539 test-auc:0.852459±0.008106 
[7092]  train-auc:0.974246±0.001539 test-auc:0.852452±0.008103 
[7093]  train-auc:0.974250±0.001538 test-auc:0.852460±0.008091 
[7094]  train-auc:0.974252±0.001542 test-auc:0.852459±0.008089 
[7095]  train-auc:0.974257±0.001542 test-auc:0.852463±0.008095 
[7096]  train-auc:0.974265±0.001545 test-auc:0.852458±0.008096 
[7097]  train-auc:0.974272±0.001542 test-auc:0.852468±0.008106 
[7098]  train-auc:0.974275±0.001543 test-auc:0.852473±0.008107 
[7099]  train-auc:0.974283±0.001541 test-auc:0.852479±0.008115 
[7100]  train-auc:0.974289±0.001540 test-auc:0.852478±0.008117 
[7101]  train-auc:0.974291±0.001541 test-auc:0.852470±0.008120 
[7102]  train-auc:0.974295±0.001543 test-auc:0.852477±0.008116 
[7103]  train-auc:0.974301±0.001546 test-auc:0.852469±0.008116 
[7104]  train-auc:0.974305±0.001547 test-auc:0.852468±0.008119 
[7105]  train-auc:0.974308±0.001547 test-auc:0.852467±0.008121 
[7106]  train-auc:0.974310±0.001547 test-auc:0.852472±0.008125 
[7107]  train-auc:0.974314±0.001545 test-auc:0.852468±0.008128 
[7108]  train-auc:0.974316±0.001547 test-auc:0.852470±0.008129 
[7109]  train-auc:0.974319±0.001547 test-auc:0.852474±0.008124 
[7110]  train-auc:0.974323±0.001548 test-auc:0.852473±0.008127 
[7111]  train-auc:0.974325±0.001547 test-auc:0.852474±0.008125 
[7112]  train-auc:0.974330±0.001546 test-auc:0.852469±0.008134 
[7113]  train-auc:0.974335±0.001548 test-auc:0.852468±0.008131 
[7114]  train-auc:0.974338±0.001548 test-auc:0.852471±0.008140 
[7115]  train-auc:0.974339±0.001547 test-auc:0.852477±0.008140 
[7116]  train-auc:0.974343±0.001546 test-auc:0.852477±0.008135 
[7117]  train-auc:0.974351±0.001544 test-auc:0.852481±0.008146 
[7118]  train-auc:0.974355±0.001544 test-auc:0.852477±0.008148 
[7119]  train-auc:0.974359±0.001545 test-auc:0.852474±0.008145 
[7120]  train-auc:0.974362±0.001545 test-auc:0.852477±0.008142 
[7121]  train-auc:0.974364±0.001545 test-auc:0.852480±0.008144 
[7122]  train-auc:0.974371±0.001549 test-auc:0.852477±0.008142 
[7123]  train-auc:0.974373±0.001549 test-auc:0.852469±0.008140 
[7124]  train-auc:0.974380±0.001548 test-auc:0.852474±0.008152 
[7125]  train-auc:0.974389±0.001542 test-auc:0.852474±0.008149 
[7126]  train-auc:0.974397±0.001540 test-auc:0.852480±0.008146 
[7127]  train-auc:0.974399±0.001540 test-auc:0.852481±0.008146 
[7128]  train-auc:0.974403±0.001539 test-auc:0.852472±0.008135 
[7129]  train-auc:0.974409±0.001538 test-auc:0.852481±0.008140 
[7130]  train-auc:0.974416±0.001538 test-auc:0.852485±0.008141 
[7131]  train-auc:0.974417±0.001537 test-auc:0.852485±0.008142 
[7132]  train-auc:0.974420±0.001538 test-auc:0.852484±0.008137 
[7133]  train-auc:0.974421±0.001538 test-auc:0.852487±0.008136 
[7134]  train-auc:0.974428±0.001536 test-auc:0.852485±0.008135 
[7135]  train-auc:0.974430±0.001536 test-auc:0.852477±0.008135 
[7136]  train-auc:0.974435±0.001534 test-auc:0.852480±0.008149 
[7137]  train-auc:0.974438±0.001535 test-auc:0.852477±0.008150 
[7138]  train-auc:0.974440±0.001535 test-auc:0.852475±0.008151 
[7139]  train-auc:0.974442±0.001535 test-auc:0.852481±0.008157 
[7140]  train-auc:0.974444±0.001536 test-auc:0.852482±0.008154 
[7141]  train-auc:0.974451±0.001536 test-auc:0.852483±0.008161 
[7142]  train-auc:0.974454±0.001536 test-auc:0.852481±0.008154 
[7143]  train-auc:0.974456±0.001536 test-auc:0.852480±0.008147 
[7144]  train-auc:0.974458±0.001534 test-auc:0.852479±0.008156 
[7145]  train-auc:0.974460±0.001535 test-auc:0.852480±0.008151 
[7146]  train-auc:0.974461±0.001535 test-auc:0.852474±0.008149 
[7147]  train-auc:0.974469±0.001533 test-auc:0.852491±0.008155 
[7148]  train-auc:0.974480±0.001538 test-auc:0.852506±0.008156 
[7149]  train-auc:0.974482±0.001539 test-auc:0.852513±0.008151 
[7150]  train-auc:0.974485±0.001539 test-auc:0.852513±0.008145 
[7151]  train-auc:0.974489±0.001539 test-auc:0.852516±0.008146 
[7152]  train-auc:0.974493±0.001538 test-auc:0.852520±0.008158 
[7153]  train-auc:0.974497±0.001537 test-auc:0.852517±0.008163 
[7154]  train-auc:0.974499±0.001538 test-auc:0.852515±0.008159 
[7155]  train-auc:0.974504±0.001538 test-auc:0.852510±0.008159 
[7156]  train-auc:0.974509±0.001536 test-auc:0.852506±0.008154 
[7157]  train-auc:0.974512±0.001537 test-auc:0.852509±0.008158 
[7158]  train-auc:0.974515±0.001537 test-auc:0.852503±0.008159 
[7159]  train-auc:0.974521±0.001536 test-auc:0.852509±0.008155 
[7160]  train-auc:0.974524±0.001536 test-auc:0.852515±0.008157 
[7161]  train-auc:0.974527±0.001535 test-auc:0.852507±0.008148 
[7162]  train-auc:0.974531±0.001534 test-auc:0.852515±0.008150 
[7163]  train-auc:0.974536±0.001534 test-auc:0.852517±0.008161 
[7164]  train-auc:0.974540±0.001534 test-auc:0.852516±0.008160 
[7165]  train-auc:0.974545±0.001535 test-auc:0.852518±0.008161 
[7166]  train-auc:0.974548±0.001535 test-auc:0.852518±0.008157 
[7167]  train-auc:0.974551±0.001533 test-auc:0.852510±0.008162 
[7168]  train-auc:0.974557±0.001533 test-auc:0.852507±0.008171 
[7169]  train-auc:0.974563±0.001536 test-auc:0.852519±0.008172 
[7170]  train-auc:0.974567±0.001535 test-auc:0.852520±0.008179 
[7171]  train-auc:0.974571±0.001535 test-auc:0.852515±0.008174 
[7172]  train-auc:0.974572±0.001534 test-auc:0.852518±0.008180 
[7173]  train-auc:0.974577±0.001534 test-auc:0.852510±0.008175 
[7174]  train-auc:0.974585±0.001530 test-auc:0.852513±0.008170 
[7175]  train-auc:0.974587±0.001530 test-auc:0.852520±0.008175 
[7176]  train-auc:0.974590±0.001530 test-auc:0.852523±0.008180 
[7177]  train-auc:0.974593±0.001531 test-auc:0.852519±0.008184 
[7178]  train-auc:0.974596±0.001531 test-auc:0.852521±0.008195 
[7179]  train-auc:0.974600±0.001531 test-auc:0.852525±0.008186 
[7180]  train-auc:0.974603±0.001528 test-auc:0.852524±0.008185 
[7181]  train-auc:0.974606±0.001529 test-auc:0.852522±0.008183 
[7182]  train-auc:0.974611±0.001529 test-auc:0.852521±0.008188 
[7183]  train-auc:0.974614±0.001529 test-auc:0.852529±0.008186 
[7184]  train-auc:0.974616±0.001528 test-auc:0.852521±0.008185 
[7185]  train-auc:0.974621±0.001529 test-auc:0.852520±0.008199 
[7186]  train-auc:0.974628±0.001531 test-auc:0.852522±0.008197 
[7187]  train-auc:0.974629±0.001531 test-auc:0.852522±0.008201 
[7188]  train-auc:0.974631±0.001531 test-auc:0.852518±0.008204 
[7189]  train-auc:0.974638±0.001532 test-auc:0.852524±0.008209 
[7190]  train-auc:0.974641±0.001533 test-auc:0.852527±0.008208 
[7191]  train-auc:0.974644±0.001533 test-auc:0.852533±0.008199 
[7192]  train-auc:0.974645±0.001533 test-auc:0.852541±0.008199 
[7193]  train-auc:0.974647±0.001532 test-auc:0.852547±0.008197 
[7194]  train-auc:0.974649±0.001532 test-auc:0.852546±0.008186 
[7195]  train-auc:0.974653±0.001532 test-auc:0.852545±0.008186 
[7196]  train-auc:0.974655±0.001531 test-auc:0.852537±0.008191 
[7197]  train-auc:0.974656±0.001531 test-auc:0.852531±0.008190 
[7198]  train-auc:0.974659±0.001531 test-auc:0.852533±0.008191 
[7199]  train-auc:0.974660±0.001531 test-auc:0.852537±0.008188 
[7200]  train-auc:0.974663±0.001530 test-auc:0.852534±0.008186 
[7201]  train-auc:0.974666±0.001532 test-auc:0.852534±0.008190 
[7202]  train-auc:0.974668±0.001532 test-auc:0.852533±0.008188 
[7203]  train-auc:0.974670±0.001534 test-auc:0.852535±0.008184 
[7204]  train-auc:0.974672±0.001533 test-auc:0.852538±0.008188 
[7205]  train-auc:0.974677±0.001536 test-auc:0.852531±0.008193 
[7206]  train-auc:0.974681±0.001539 test-auc:0.852534±0.008195 
[7207]  train-auc:0.974686±0.001538 test-auc:0.852544±0.008190 
[7208]  train-auc:0.974691±0.001537 test-auc:0.852548±0.008181 
[7209]  train-auc:0.974695±0.001537 test-auc:0.852555±0.008181 
[7210]  train-auc:0.974699±0.001537 test-auc:0.852557±0.008190 
[7211]  train-auc:0.974704±0.001537 test-auc:0.852554±0.008177 
[7212]  train-auc:0.974713±0.001537 test-auc:0.852565±0.008170 
[7213]  train-auc:0.974719±0.001537 test-auc:0.852567±0.008170 
[7214]  train-auc:0.974723±0.001537 test-auc:0.852569±0.008169 
[7215]  train-auc:0.974730±0.001533 test-auc:0.852565±0.008168 
[7216]  train-auc:0.974732±0.001533 test-auc:0.852564±0.008171 
[7217]  train-auc:0.974734±0.001533 test-auc:0.852568±0.008172 
[7218]  train-auc:0.974739±0.001533 test-auc:0.852571±0.008180 
[7219]  train-auc:0.974740±0.001533 test-auc:0.852572±0.008180 
[7220]  train-auc:0.974748±0.001532 test-auc:0.852569±0.008174 
[7221]  train-auc:0.974750±0.001531 test-auc:0.852567±0.008178 
[7222]  train-auc:0.974756±0.001527 test-auc:0.852570±0.008179 
[7223]  train-auc:0.974762±0.001528 test-auc:0.852569±0.008181 
[7224]  train-auc:0.974767±0.001528 test-auc:0.852571±0.008177 
[7225]  train-auc:0.974769±0.001528 test-auc:0.852570±0.008175 
[7226]  train-auc:0.974774±0.001530 test-auc:0.852569±0.008163 
[7227]  train-auc:0.974779±0.001530 test-auc:0.852556±0.008175 
[7228]  train-auc:0.974782±0.001531 test-auc:0.852555±0.008174 
[7229]  train-auc:0.974786±0.001532 test-auc:0.852552±0.008183 
[7230]  train-auc:0.974788±0.001532 test-auc:0.852548±0.008176 
[7231]  train-auc:0.974792±0.001531 test-auc:0.852549±0.008189 
[7232]  train-auc:0.974794±0.001531 test-auc:0.852543±0.008190 
[7233]  train-auc:0.974796±0.001529 test-auc:0.852547±0.008191 
[7234]  train-auc:0.974800±0.001529 test-auc:0.852548±0.008192 
[7235]  train-auc:0.974801±0.001530 test-auc:0.852549±0.008189 
[7236]  train-auc:0.974802±0.001530 test-auc:0.852551±0.008198 
[7237]  train-auc:0.974804±0.001530 test-auc:0.852552±0.008197 
[7238]  train-auc:0.974808±0.001531 test-auc:0.852550±0.008197 
[7239]  train-auc:0.974811±0.001532 test-auc:0.852559±0.008195 
[7240]  train-auc:0.974813±0.001532 test-auc:0.852556±0.008197 
[7241]  train-auc:0.974815±0.001533 test-auc:0.852553±0.008197 
[7242]  train-auc:0.974820±0.001531 test-auc:0.852554±0.008197 
[7243]  train-auc:0.974826±0.001528 test-auc:0.852556±0.008206 
[7244]  train-auc:0.974828±0.001527 test-auc:0.852546±0.008208 
[7245]  train-auc:0.974829±0.001528 test-auc:0.852556±0.008214 
[7246]  train-auc:0.974834±0.001528 test-auc:0.852559±0.008215 
[7247]  train-auc:0.974836±0.001528 test-auc:0.852556±0.008210 
[7248]  train-auc:0.974838±0.001528 test-auc:0.852555±0.008214 
[7249]  train-auc:0.974840±0.001528 test-auc:0.852556±0.008210 
[7250]  train-auc:0.974841±0.001527 test-auc:0.852564±0.008210 
[7251]  train-auc:0.974844±0.001529 test-auc:0.852563±0.008211 
[7252]  train-auc:0.974845±0.001528 test-auc:0.852560±0.008211 
[7253]  train-auc:0.974848±0.001527 test-auc:0.852561±0.008210 
[7254]  train-auc:0.974851±0.001528 test-auc:0.852563±0.008212 
[7255]  train-auc:0.974854±0.001527 test-auc:0.852571±0.008219 
[7256]  train-auc:0.974858±0.001528 test-auc:0.852565±0.008221 
[7257]  train-auc:0.974860±0.001527 test-auc:0.852564±0.008215 
[7258]  train-auc:0.974862±0.001527 test-auc:0.852567±0.008214 
[7259]  train-auc:0.974867±0.001527 test-auc:0.852553±0.008221 
[7260]  train-auc:0.974872±0.001525 test-auc:0.852557±0.008225 
[7261]  train-auc:0.974874±0.001525 test-auc:0.852563±0.008221 
[7262]  train-auc:0.974880±0.001523 test-auc:0.852572±0.008225 
[7263]  train-auc:0.974887±0.001523 test-auc:0.852581±0.008225 
[7264]  train-auc:0.974889±0.001523 test-auc:0.852583±0.008227 
[7265]  train-auc:0.974892±0.001522 test-auc:0.852583±0.008234 
[7266]  train-auc:0.974895±0.001522 test-auc:0.852583±0.008234 
[7267]  train-auc:0.974899±0.001523 test-auc:0.852580±0.008233 
[7268]  train-auc:0.974901±0.001523 test-auc:0.852583±0.008235 
[7269]  train-auc:0.974905±0.001525 test-auc:0.852570±0.008237 
[7270]  train-auc:0.974913±0.001525 test-auc:0.852585±0.008228 
[7271]  train-auc:0.974916±0.001526 test-auc:0.852584±0.008223 
[7272]  train-auc:0.974922±0.001525 test-auc:0.852587±0.008214 
[7273]  train-auc:0.974925±0.001524 test-auc:0.852586±0.008212 
[7274]  train-auc:0.974931±0.001523 test-auc:0.852593±0.008220 
[7275]  train-auc:0.974934±0.001524 test-auc:0.852593±0.008212 
[7276]  train-auc:0.974940±0.001523 test-auc:0.852590±0.008214 
[7277]  train-auc:0.974941±0.001524 test-auc:0.852589±0.008214 
[7278]  train-auc:0.974943±0.001525 test-auc:0.852591±0.008217 
[7279]  train-auc:0.974947±0.001523 test-auc:0.852592±0.008226 
[7280]  train-auc:0.974949±0.001524 test-auc:0.852587±0.008222 
[7281]  train-auc:0.974955±0.001523 test-auc:0.852585±0.008231 
[7282]  train-auc:0.974959±0.001522 test-auc:0.852585±0.008229 
[7283]  train-auc:0.974965±0.001521 test-auc:0.852577±0.008234 
[7284]  train-auc:0.974966±0.001520 test-auc:0.852580±0.008233 
[7285]  train-auc:0.974969±0.001522 test-auc:0.852587±0.008227 
[7286]  train-auc:0.974976±0.001518 test-auc:0.852579±0.008233 
[7287]  train-auc:0.974983±0.001516 test-auc:0.852593±0.008235 
[7288]  train-auc:0.974988±0.001518 test-auc:0.852605±0.008230 
[7289]  train-auc:0.974992±0.001519 test-auc:0.852611±0.008230 
[7290]  train-auc:0.974994±0.001518 test-auc:0.852610±0.008226 
[7291]  train-auc:0.975000±0.001518 test-auc:0.852612±0.008229 
[7292]  train-auc:0.975003±0.001516 test-auc:0.852604±0.008231 
[7293]  train-auc:0.975008±0.001515 test-auc:0.852611±0.008234 
[7294]  train-auc:0.975010±0.001515 test-auc:0.852604±0.008235 
[7295]  train-auc:0.975014±0.001516 test-auc:0.852600±0.008241 
[7296]  train-auc:0.975017±0.001516 test-auc:0.852599±0.008248 
[7297]  train-auc:0.975018±0.001516 test-auc:0.852610±0.008243 
[7298]  train-auc:0.975021±0.001516 test-auc:0.852605±0.008242 
[7299]  train-auc:0.975025±0.001518 test-auc:0.852606±0.008248 
[7300]  train-auc:0.975027±0.001518 test-auc:0.852600±0.008251 
[7301]  train-auc:0.975029±0.001517 test-auc:0.852600±0.008260 
[7302]  train-auc:0.975034±0.001520 test-auc:0.852598±0.008261 
[7303]  train-auc:0.975036±0.001520 test-auc:0.852602±0.008257 
[7304]  train-auc:0.975039±0.001521 test-auc:0.852606±0.008257 
[7305]  train-auc:0.975040±0.001521 test-auc:0.852599±0.008260 
[7306]  train-auc:0.975045±0.001523 test-auc:0.852599±0.008255 
[7307]  train-auc:0.975051±0.001523 test-auc:0.852602±0.008244 
[7308]  train-auc:0.975052±0.001524 test-auc:0.852603±0.008244 
[7309]  train-auc:0.975058±0.001523 test-auc:0.852602±0.008248 
[7310]  train-auc:0.975064±0.001523 test-auc:0.852599±0.008251 
[7311]  train-auc:0.975066±0.001524 test-auc:0.852594±0.008257 
[7312]  train-auc:0.975067±0.001523 test-auc:0.852591±0.008252 
[7313]  train-auc:0.975070±0.001524 test-auc:0.852595±0.008249 
[7314]  train-auc:0.975072±0.001524 test-auc:0.852590±0.008262 
[7315]  train-auc:0.975074±0.001524 test-auc:0.852598±0.008264 
[7316]  train-auc:0.975077±0.001523 test-auc:0.852601±0.008258 
[7317]  train-auc:0.975079±0.001523 test-auc:0.852599±0.008262 
[7318]  train-auc:0.975082±0.001523 test-auc:0.852592±0.008261 
[7319]  train-auc:0.975083±0.001523 test-auc:0.852587±0.008268 
[7320]  train-auc:0.975088±0.001522 test-auc:0.852589±0.008277 
[7321]  train-auc:0.975096±0.001520 test-auc:0.852591±0.008281 
[7322]  train-auc:0.975098±0.001520 test-auc:0.852587±0.008282 
[7323]  train-auc:0.975104±0.001519 test-auc:0.852597±0.008279 
[7324]  train-auc:0.975108±0.001519 test-auc:0.852599±0.008285 
[7325]  train-auc:0.975110±0.001520 test-auc:0.852602±0.008281 
[7326]  train-auc:0.975113±0.001519 test-auc:0.852612±0.008289 
[7327]  train-auc:0.975116±0.001520 test-auc:0.852609±0.008290 
[7328]  train-auc:0.975118±0.001521 test-auc:0.852611±0.008297 
[7329]  train-auc:0.975119±0.001521 test-auc:0.852621±0.008293 
[7330]  train-auc:0.975121±0.001521 test-auc:0.852621±0.008287 
[7331]  train-auc:0.975127±0.001521 test-auc:0.852622±0.008287 
[7332]  train-auc:0.975134±0.001519 test-auc:0.852618±0.008285 
[7333]  train-auc:0.975137±0.001519 test-auc:0.852618±0.008284 
[7334]  train-auc:0.975141±0.001518 test-auc:0.852614±0.008275 
[7335]  train-auc:0.975145±0.001520 test-auc:0.852617±0.008277 
[7336]  train-auc:0.975147±0.001521 test-auc:0.852618±0.008281 
[7337]  train-auc:0.975151±0.001520 test-auc:0.852611±0.008284 
[7338]  train-auc:0.975154±0.001522 test-auc:0.852612±0.008283 
[7339]  train-auc:0.975156±0.001522 test-auc:0.852613±0.008276 
[7340]  train-auc:0.975160±0.001521 test-auc:0.852603±0.008279 
[7341]  train-auc:0.975165±0.001519 test-auc:0.852605±0.008294 
[7342]  train-auc:0.975166±0.001520 test-auc:0.852614±0.008291 
[7343]  train-auc:0.975169±0.001520 test-auc:0.852621±0.008295 
[7344]  train-auc:0.975172±0.001521 test-auc:0.852618±0.008288 
[7345]  train-auc:0.975183±0.001518 test-auc:0.852614±0.008292 
[7346]  train-auc:0.975186±0.001517 test-auc:0.852604±0.008292 
[7347]  train-auc:0.975194±0.001513 test-auc:0.852612±0.008292 
[7348]  train-auc:0.975196±0.001513 test-auc:0.852611±0.008283 
[7349]  train-auc:0.975198±0.001513 test-auc:0.852611±0.008298 
[7350]  train-auc:0.975201±0.001513 test-auc:0.852612±0.008303 
[7351]  train-auc:0.975205±0.001514 test-auc:0.852606±0.008304 
[7352]  train-auc:0.975210±0.001517 test-auc:0.852604±0.008305 
[7353]  train-auc:0.975215±0.001518 test-auc:0.852609±0.008305 
[7354]  train-auc:0.975216±0.001517 test-auc:0.852603±0.008303 
[7355]  train-auc:0.975219±0.001517 test-auc:0.852602±0.008301 
[7356]  train-auc:0.975222±0.001518 test-auc:0.852613±0.008300 
[7357]  train-auc:0.975224±0.001517 test-auc:0.852609±0.008292 
[7358]  train-auc:0.975228±0.001517 test-auc:0.852609±0.008296 
[7359]  train-auc:0.975236±0.001518 test-auc:0.852615±0.008290 
[7360]  train-auc:0.975236±0.001518 test-auc:0.852614±0.008292 
[7361]  train-auc:0.975237±0.001518 test-auc:0.852610±0.008287 
[7362]  train-auc:0.975240±0.001517 test-auc:0.852613±0.008287 
[7363]  train-auc:0.975243±0.001519 test-auc:0.852614±0.008294 
[7364]  train-auc:0.975247±0.001519 test-auc:0.852615±0.008302 
[7365]  train-auc:0.975251±0.001518 test-auc:0.852623±0.008294 
[7366]  train-auc:0.975259±0.001515 test-auc:0.852621±0.008281 
[7367]  train-auc:0.975262±0.001515 test-auc:0.852623±0.008290 
[7368]  train-auc:0.975264±0.001516 test-auc:0.852620±0.008290 
[7369]  train-auc:0.975272±0.001514 test-auc:0.852617±0.008276 
[7370]  train-auc:0.975275±0.001513 test-auc:0.852620±0.008277 
[7371]  train-auc:0.975278±0.001515 test-auc:0.852629±0.008280 
[7372]  train-auc:0.975282±0.001517 test-auc:0.852629±0.008282 
[7373]  train-auc:0.975286±0.001515 test-auc:0.852627±0.008279 
[7374]  train-auc:0.975290±0.001517 test-auc:0.852623±0.008291 
[7375]  train-auc:0.975294±0.001515 test-auc:0.852625±0.008290 
[7376]  train-auc:0.975296±0.001515 test-auc:0.852629±0.008285 
[7377]  train-auc:0.975299±0.001515 test-auc:0.852625±0.008292 
[7378]  train-auc:0.975308±0.001519 test-auc:0.852634±0.008297 
[7379]  train-auc:0.975311±0.001520 test-auc:0.852633±0.008300 
[7380]  train-auc:0.975314±0.001519 test-auc:0.852636±0.008295 
[7381]  train-auc:0.975320±0.001518 test-auc:0.852642±0.008297 
[7382]  train-auc:0.975323±0.001515 test-auc:0.852633±0.008288 
[7383]  train-auc:0.975326±0.001515 test-auc:0.852632±0.008284 
[7384]  train-auc:0.975332±0.001515 test-auc:0.852631±0.008286 
[7385]  train-auc:0.975337±0.001514 test-auc:0.852627±0.008285 
[7386]  train-auc:0.975341±0.001514 test-auc:0.852631±0.008282 
[7387]  train-auc:0.975345±0.001510 test-auc:0.852639±0.008284 
[7388]  train-auc:0.975347±0.001511 test-auc:0.852647±0.008288 
[7389]  train-auc:0.975354±0.001508 test-auc:0.852648±0.008290 
[7390]  train-auc:0.975358±0.001508 test-auc:0.852643±0.008299 
[7391]  train-auc:0.975361±0.001507 test-auc:0.852646±0.008296 
[7392]  train-auc:0.975366±0.001504 test-auc:0.852644±0.008298 
[7393]  train-auc:0.975369±0.001505 test-auc:0.852656±0.008293 
[7394]  train-auc:0.975371±0.001505 test-auc:0.852655±0.008297 
[7395]  train-auc:0.975374±0.001506 test-auc:0.852649±0.008300 
[7396]  train-auc:0.975379±0.001504 test-auc:0.852645±0.008298 
[7397]  train-auc:0.975380±0.001505 test-auc:0.852641±0.008297 
[7398]  train-auc:0.975382±0.001504 test-auc:0.852634±0.008297 
[7399]  train-auc:0.975385±0.001503 test-auc:0.852638±0.008299 
[7400]  train-auc:0.975387±0.001503 test-auc:0.852633±0.008296 
[7401]  train-auc:0.975389±0.001503 test-auc:0.852632±0.008305 
[7402]  train-auc:0.975392±0.001504 test-auc:0.852637±0.008301 
[7403]  train-auc:0.975394±0.001503 test-auc:0.852642±0.008304 
[7404]  train-auc:0.975397±0.001503 test-auc:0.852643±0.008307 
[7405]  train-auc:0.975400±0.001503 test-auc:0.852644±0.008309 
[7406]  train-auc:0.975403±0.001502 test-auc:0.852645±0.008310 
[7407]  train-auc:0.975407±0.001502 test-auc:0.852638±0.008317 
[7408]  train-auc:0.975410±0.001503 test-auc:0.852640±0.008321 
[7409]  train-auc:0.975413±0.001504 test-auc:0.852635±0.008321 
[7410]  train-auc:0.975415±0.001502 test-auc:0.852628±0.008322 
[7411]  train-auc:0.975418±0.001502 test-auc:0.852625±0.008319 
[7412]  train-auc:0.975423±0.001504 test-auc:0.852634±0.008312 
[7413]  train-auc:0.975424±0.001504 test-auc:0.852632±0.008309 
[7414]  train-auc:0.975427±0.001501 test-auc:0.852628±0.008313 
[7415]  train-auc:0.975432±0.001503 test-auc:0.852634±0.008313 
[7416]  train-auc:0.975435±0.001504 test-auc:0.852630±0.008311 
[7417]  train-auc:0.975438±0.001503 test-auc:0.852626±0.008311 
[7418]  train-auc:0.975443±0.001501 test-auc:0.852627±0.008312 
[7419]  train-auc:0.975446±0.001500 test-auc:0.852626±0.008317 
[7420]  train-auc:0.975450±0.001498 test-auc:0.852631±0.008328 
[7421]  train-auc:0.975452±0.001498 test-auc:0.852638±0.008324 
[7422]  train-auc:0.975457±0.001498 test-auc:0.852642±0.008320 
[7423]  train-auc:0.975462±0.001497 test-auc:0.852647±0.008316 
[7424]  train-auc:0.975468±0.001494 test-auc:0.852656±0.008325 
[7425]  train-auc:0.975472±0.001493 test-auc:0.852657±0.008325 
[7426]  train-auc:0.975475±0.001492 test-auc:0.852651±0.008329 
[7427]  train-auc:0.975478±0.001493 test-auc:0.852654±0.008339 
[7428]  train-auc:0.975480±0.001493 test-auc:0.852652±0.008339 
[7429]  train-auc:0.975484±0.001493 test-auc:0.852649±0.008329 
[7430]  train-auc:0.975488±0.001491 test-auc:0.852643±0.008328 
[7431]  train-auc:0.975493±0.001490 test-auc:0.852652±0.008335 
[7432]  train-auc:0.975495±0.001490 test-auc:0.852654±0.008335 
[7433]  train-auc:0.975499±0.001490 test-auc:0.852648±0.008332 
[7434]  train-auc:0.975506±0.001486 test-auc:0.852643±0.008325 
[7435]  train-auc:0.975512±0.001487 test-auc:0.852642±0.008328 
[7436]  train-auc:0.975517±0.001487 test-auc:0.852644±0.008325 
[7437]  train-auc:0.975519±0.001487 test-auc:0.852652±0.008321 
[7438]  train-auc:0.975522±0.001486 test-auc:0.852652±0.008321 
[7439]  train-auc:0.975526±0.001487 test-auc:0.852655±0.008309 
[7440]  train-auc:0.975530±0.001484 test-auc:0.852652±0.008312 
[7441]  train-auc:0.975533±0.001485 test-auc:0.852653±0.008314 
[7442]  train-auc:0.975536±0.001486 test-auc:0.852658±0.008320 
[7443]  train-auc:0.975538±0.001486 test-auc:0.852659±0.008319 
[7444]  train-auc:0.975540±0.001486 test-auc:0.852657±0.008319 
[7445]  train-auc:0.975542±0.001488 test-auc:0.852654±0.008318 
[7446]  train-auc:0.975548±0.001489 test-auc:0.852655±0.008327 
[7447]  train-auc:0.975552±0.001490 test-auc:0.852659±0.008322 
[7448]  train-auc:0.975559±0.001490 test-auc:0.852660±0.008322 
[7449]  train-auc:0.975566±0.001492 test-auc:0.852669±0.008318 
[7450]  train-auc:0.975568±0.001490 test-auc:0.852665±0.008315 
[7451]  train-auc:0.975571±0.001491 test-auc:0.852663±0.008322 
[7452]  train-auc:0.975577±0.001487 test-auc:0.852663±0.008332 
[7453]  train-auc:0.975578±0.001487 test-auc:0.852660±0.008334 
[7454]  train-auc:0.975581±0.001487 test-auc:0.852664±0.008339 
[7455]  train-auc:0.975585±0.001485 test-auc:0.852667±0.008351 
[7456]  train-auc:0.975588±0.001486 test-auc:0.852663±0.008357 
[7457]  train-auc:0.975592±0.001487 test-auc:0.852671±0.008363 
[7458]  train-auc:0.975593±0.001487 test-auc:0.852668±0.008366 
[7459]  train-auc:0.975596±0.001487 test-auc:0.852670±0.008360 
[7460]  train-auc:0.975601±0.001488 test-auc:0.852669±0.008359 
[7461]  train-auc:0.975605±0.001488 test-auc:0.852668±0.008355 
[7462]  train-auc:0.975610±0.001488 test-auc:0.852668±0.008355 
[7463]  train-auc:0.975617±0.001486 test-auc:0.852668±0.008361 
[7464]  train-auc:0.975621±0.001486 test-auc:0.852664±0.008356 
[7465]  train-auc:0.975631±0.001483 test-auc:0.852656±0.008357 
[7466]  train-auc:0.975636±0.001482 test-auc:0.852652±0.008366 
[7467]  train-auc:0.975643±0.001479 test-auc:0.852652±0.008363 
[7468]  train-auc:0.975645±0.001479 test-auc:0.852650±0.008371 
[7469]  train-auc:0.975650±0.001479 test-auc:0.852658±0.008376 
[7470]  train-auc:0.975653±0.001479 test-auc:0.852656±0.008377 
[7471]  train-auc:0.975657±0.001477 test-auc:0.852656±0.008375 
[7472]  train-auc:0.975659±0.001478 test-auc:0.852660±0.008372 
[7473]  train-auc:0.975663±0.001479 test-auc:0.852661±0.008372 
[7474]  train-auc:0.975666±0.001479 test-auc:0.852656±0.008376 
[7475]  train-auc:0.975669±0.001480 test-auc:0.852662±0.008371 
[7476]  train-auc:0.975670±0.001481 test-auc:0.852659±0.008370 
[7477]  train-auc:0.975674±0.001480 test-auc:0.852656±0.008368 
[7478]  train-auc:0.975679±0.001481 test-auc:0.852650±0.008365 
[7479]  train-auc:0.975682±0.001482 test-auc:0.852656±0.008370 
[7480]  train-auc:0.975688±0.001480 test-auc:0.852656±0.008372 
[7481]  train-auc:0.975697±0.001485 test-auc:0.852658±0.008375 
[7482]  train-auc:0.975704±0.001483 test-auc:0.852664±0.008381 
[7483]  train-auc:0.975710±0.001482 test-auc:0.852662±0.008369 
[7484]  train-auc:0.975715±0.001482 test-auc:0.852654±0.008365 
[7485]  train-auc:0.975717±0.001483 test-auc:0.852659±0.008369 
[7486]  train-auc:0.975719±0.001482 test-auc:0.852662±0.008368 
[7487]  train-auc:0.975722±0.001483 test-auc:0.852657±0.008368 
[7488]  train-auc:0.975727±0.001484 test-auc:0.852654±0.008364 
[7489]  train-auc:0.975730±0.001483 test-auc:0.852654±0.008367 
[7490]  train-auc:0.975735±0.001480 test-auc:0.852663±0.008370 
[7491]  train-auc:0.975740±0.001479 test-auc:0.852668±0.008374 
[7492]  train-auc:0.975742±0.001479 test-auc:0.852669±0.008368 
[7493]  train-auc:0.975747±0.001480 test-auc:0.852662±0.008364 
[7494]  train-auc:0.975751±0.001480 test-auc:0.852662±0.008363 
[7495]  train-auc:0.975761±0.001474 test-auc:0.852664±0.008365 
[7496]  train-auc:0.975763±0.001473 test-auc:0.852666±0.008357 
[7497]  train-auc:0.975767±0.001472 test-auc:0.852672±0.008364 
[7498]  train-auc:0.975772±0.001467 test-auc:0.852675±0.008367 
[7499]  train-auc:0.975774±0.001468 test-auc:0.852674±0.008364 
[7500]  train-auc:0.975779±0.001467 test-auc:0.852679±0.008357 
[7501]  train-auc:0.975783±0.001467 test-auc:0.852685±0.008362 
[7502]  train-auc:0.975787±0.001467 test-auc:0.852679±0.008370 
[7503]  train-auc:0.975789±0.001467 test-auc:0.852676±0.008381 
[7504]  train-auc:0.975795±0.001463 test-auc:0.852673±0.008382 
[7505]  train-auc:0.975798±0.001464 test-auc:0.852672±0.008375 
[7506]  train-auc:0.975800±0.001464 test-auc:0.852672±0.008380 
[7507]  train-auc:0.975802±0.001464 test-auc:0.852667±0.008383 
[7508]  train-auc:0.975806±0.001463 test-auc:0.852672±0.008380 
[7509]  train-auc:0.975808±0.001462 test-auc:0.852676±0.008382 
[7510]  train-auc:0.975817±0.001459 test-auc:0.852683±0.008383 
[7511]  train-auc:0.975821±0.001458 test-auc:0.852674±0.008375 
[7512]  train-auc:0.975825±0.001457 test-auc:0.852678±0.008376 
[7513]  train-auc:0.975829±0.001457 test-auc:0.852685±0.008373 
[7514]  train-auc:0.975834±0.001457 test-auc:0.852687±0.008372 
[7515]  train-auc:0.975836±0.001458 test-auc:0.852685±0.008373 
[7516]  train-auc:0.975839±0.001457 test-auc:0.852699±0.008381 
[7517]  train-auc:0.975842±0.001458 test-auc:0.852690±0.008383 
[7518]  train-auc:0.975844±0.001457 test-auc:0.852694±0.008384 
[7519]  train-auc:0.975848±0.001457 test-auc:0.852690±0.008374 
[7520]  train-auc:0.975852±0.001457 test-auc:0.852686±0.008381 
[7521]  train-auc:0.975853±0.001456 test-auc:0.852694±0.008379 
[7522]  train-auc:0.975858±0.001453 test-auc:0.852698±0.008384 
[7523]  train-auc:0.975862±0.001452 test-auc:0.852707±0.008377 
[7524]  train-auc:0.975864±0.001452 test-auc:0.852702±0.008382 
[7525]  train-auc:0.975867±0.001450 test-auc:0.852705±0.008378 
[7526]  train-auc:0.975871±0.001452 test-auc:0.852707±0.008370 
[7527]  train-auc:0.975873±0.001453 test-auc:0.852698±0.008375 
[7528]  train-auc:0.975875±0.001454 test-auc:0.852699±0.008378 
[7529]  train-auc:0.975879±0.001451 test-auc:0.852693±0.008375 
[7530]  train-auc:0.975881±0.001449 test-auc:0.852694±0.008376 
[7531]  train-auc:0.975884±0.001450 test-auc:0.852691±0.008380 
[7532]  train-auc:0.975886±0.001450 test-auc:0.852703±0.008370 
[7533]  train-auc:0.975891±0.001449 test-auc:0.852701±0.008374 
[7534]  train-auc:0.975893±0.001449 test-auc:0.852705±0.008378 
[7535]  train-auc:0.975897±0.001448 test-auc:0.852713±0.008385 
[7536]  train-auc:0.975900±0.001450 test-auc:0.852708±0.008385 
[7537]  train-auc:0.975905±0.001449 test-auc:0.852706±0.008377 
[7538]  train-auc:0.975908±0.001447 test-auc:0.852702±0.008367 
[7539]  train-auc:0.975910±0.001447 test-auc:0.852700±0.008363 
[7540]  train-auc:0.975912±0.001447 test-auc:0.852697±0.008367 
[7541]  train-auc:0.975913±0.001447 test-auc:0.852699±0.008361 
[7542]  train-auc:0.975914±0.001447 test-auc:0.852699±0.008366 
[7543]  train-auc:0.975918±0.001448 test-auc:0.852695±0.008361 
[7544]  train-auc:0.975920±0.001449 test-auc:0.852693±0.008363 
[7545]  train-auc:0.975921±0.001450 test-auc:0.852694±0.008364 
[7546]  train-auc:0.975923±0.001451 test-auc:0.852694±0.008365 
[7547]  train-auc:0.975926±0.001450 test-auc:0.852693±0.008367 
[7548]  train-auc:0.975928±0.001449 test-auc:0.852691±0.008369 
[7549]  train-auc:0.975932±0.001448 test-auc:0.852689±0.008363 
[7550]  train-auc:0.975937±0.001444 test-auc:0.852698±0.008376 
[7551]  train-auc:0.975944±0.001441 test-auc:0.852704±0.008378 
[7552]  train-auc:0.975952±0.001436 test-auc:0.852701±0.008380 
[7553]  train-auc:0.975955±0.001437 test-auc:0.852703±0.008380 
[7554]  train-auc:0.975957±0.001437 test-auc:0.852700±0.008377 
[7555]  train-auc:0.975959±0.001437 test-auc:0.852702±0.008376 
[7556]  train-auc:0.975964±0.001433 test-auc:0.852707±0.008382 
[7557]  train-auc:0.975966±0.001432 test-auc:0.852703±0.008379 
[7558]  train-auc:0.975967±0.001433 test-auc:0.852708±0.008376 
[7559]  train-auc:0.975970±0.001432 test-auc:0.852711±0.008378 
[7560]  train-auc:0.975971±0.001432 test-auc:0.852709±0.008373 
[7561]  train-auc:0.975974±0.001433 test-auc:0.852716±0.008374 
[7562]  train-auc:0.975977±0.001432 test-auc:0.852718±0.008373 
[7563]  train-auc:0.975978±0.001431 test-auc:0.852717±0.008370 
[7564]  train-auc:0.975982±0.001427 test-auc:0.852715±0.008380 
[7565]  train-auc:0.975985±0.001426 test-auc:0.852710±0.008379 
[7566]  train-auc:0.975986±0.001426 test-auc:0.852705±0.008378 
[7567]  train-auc:0.975990±0.001423 test-auc:0.852708±0.008384 
[7568]  train-auc:0.975992±0.001422 test-auc:0.852707±0.008379 
[7569]  train-auc:0.975995±0.001423 test-auc:0.852714±0.008383 
[7570]  train-auc:0.976001±0.001423 test-auc:0.852721±0.008378 
[7571]  train-auc:0.976005±0.001423 test-auc:0.852728±0.008381 
[7572]  train-auc:0.976006±0.001424 test-auc:0.852724±0.008382 
[7573]  train-auc:0.976008±0.001424 test-auc:0.852726±0.008385 
[7574]  train-auc:0.976013±0.001424 test-auc:0.852721±0.008394 
[7575]  train-auc:0.976017±0.001424 test-auc:0.852717±0.008393 
[7576]  train-auc:0.976020±0.001423 test-auc:0.852715±0.008394 
[7577]  train-auc:0.976023±0.001423 test-auc:0.852719±0.008395 
[7578]  train-auc:0.976026±0.001423 test-auc:0.852721±0.008402 
[7579]  train-auc:0.976030±0.001424 test-auc:0.852720±0.008398 
[7580]  train-auc:0.976032±0.001424 test-auc:0.852719±0.008402 
[7581]  train-auc:0.976035±0.001424 test-auc:0.852721±0.008397 
[7582]  train-auc:0.976037±0.001424 test-auc:0.852723±0.008400 
[7583]  train-auc:0.976041±0.001422 test-auc:0.852727±0.008393 
[7584]  train-auc:0.976045±0.001424 test-auc:0.852722±0.008397 
[7585]  train-auc:0.976050±0.001422 test-auc:0.852719±0.008390 
[7586]  train-auc:0.976052±0.001423 test-auc:0.852723±0.008384 
[7587]  train-auc:0.976054±0.001424 test-auc:0.852725±0.008385 
[7588]  train-auc:0.976057±0.001422 test-auc:0.852725±0.008387 
[7589]  train-auc:0.976059±0.001423 test-auc:0.852724±0.008391 
[7590]  train-auc:0.976060±0.001423 test-auc:0.852730±0.008388 
[7591]  train-auc:0.976065±0.001421 test-auc:0.852727±0.008380 
[7592]  train-auc:0.976067±0.001420 test-auc:0.852725±0.008373 
[7593]  train-auc:0.976070±0.001421 test-auc:0.852719±0.008381 
[7594]  train-auc:0.976071±0.001422 test-auc:0.852719±0.008379 
[7595]  train-auc:0.976074±0.001421 test-auc:0.852722±0.008374 
[7596]  train-auc:0.976078±0.001420 test-auc:0.852725±0.008375 
[7597]  train-auc:0.976081±0.001421 test-auc:0.852728±0.008382 
[7598]  train-auc:0.976083±0.001422 test-auc:0.852726±0.008386 
[7599]  train-auc:0.976087±0.001423 test-auc:0.852732±0.008392 
[7600]  train-auc:0.976094±0.001419 test-auc:0.852728±0.008383 
[7601]  train-auc:0.976098±0.001419 test-auc:0.852725±0.008386 
[7602]  train-auc:0.976100±0.001418 test-auc:0.852724±0.008379 
[7603]  train-auc:0.976102±0.001418 test-auc:0.852719±0.008381 
[7604]  train-auc:0.976105±0.001418 test-auc:0.852721±0.008384 
[7605]  train-auc:0.976107±0.001419 test-auc:0.852716±0.008385 
[7606]  train-auc:0.976113±0.001414 test-auc:0.852716±0.008391 
[7607]  train-auc:0.976118±0.001414 test-auc:0.852710±0.008384 
[7608]  train-auc:0.976119±0.001414 test-auc:0.852704±0.008391 
[7609]  train-auc:0.976122±0.001415 test-auc:0.852707±0.008394 
[7610]  train-auc:0.976125±0.001415 test-auc:0.852710±0.008400 
[7611]  train-auc:0.976128±0.001413 test-auc:0.852704±0.008400 
[7612]  train-auc:0.976130±0.001412 test-auc:0.852706±0.008405 
[7613]  train-auc:0.976131±0.001413 test-auc:0.852710±0.008401 
[7614]  train-auc:0.976134±0.001414 test-auc:0.852709±0.008401 
[7615]  train-auc:0.976138±0.001413 test-auc:0.852711±0.008400 
[7616]  train-auc:0.976142±0.001414 test-auc:0.852703±0.008394 
[7617]  train-auc:0.976147±0.001411 test-auc:0.852703±0.008396 
[7618]  train-auc:0.976149±0.001411 test-auc:0.852704±0.008398 
[7619]  train-auc:0.976151±0.001412 test-auc:0.852709±0.008392 
[7620]  train-auc:0.976156±0.001414 test-auc:0.852699±0.008396 
[7621]  train-auc:0.976157±0.001413 test-auc:0.852699±0.008398 
[7622]  train-auc:0.976160±0.001413 test-auc:0.852694±0.008410 
[7623]  train-auc:0.976161±0.001414 test-auc:0.852690±0.008404 
[7624]  train-auc:0.976164±0.001414 test-auc:0.852687±0.008408 
[7625]  train-auc:0.976170±0.001412 test-auc:0.852684±0.008405 
[7626]  train-auc:0.976174±0.001411 test-auc:0.852692±0.008395 
[7627]  train-auc:0.976177±0.001412 test-auc:0.852691±0.008395 
[7628]  train-auc:0.976180±0.001412 test-auc:0.852694±0.008398 
[7629]  train-auc:0.976184±0.001413 test-auc:0.852700±0.008399 
[7630]  train-auc:0.976193±0.001409 test-auc:0.852704±0.008399 
[7631]  train-auc:0.976196±0.001411 test-auc:0.852706±0.008395 
[7632]  train-auc:0.976198±0.001409 test-auc:0.852698±0.008394 
[7633]  train-auc:0.976202±0.001408 test-auc:0.852698±0.008393 
[7634]  train-auc:0.976204±0.001409 test-auc:0.852700±0.008394 
[7635]  train-auc:0.976205±0.001409 test-auc:0.852702±0.008394 
[7636]  train-auc:0.976210±0.001411 test-auc:0.852696±0.008388 
[7637]  train-auc:0.976216±0.001410 test-auc:0.852696±0.008382 
[7638]  train-auc:0.976218±0.001408 test-auc:0.852695±0.008390 
[7639]  train-auc:0.976221±0.001410 test-auc:0.852688±0.008392 
[7640]  train-auc:0.976227±0.001410 test-auc:0.852688±0.008385 
[7641]  train-auc:0.976230±0.001412 test-auc:0.852687±0.008380 
[7642]  train-auc:0.976236±0.001408 test-auc:0.852690±0.008384 
[7643]  train-auc:0.976238±0.001407 test-auc:0.852685±0.008388 
[7644]  train-auc:0.976243±0.001403 test-auc:0.852689±0.008387 
[7645]  train-auc:0.976251±0.001401 test-auc:0.852689±0.008393 
[7646]  train-auc:0.976257±0.001399 test-auc:0.852683±0.008392 
[7647]  train-auc:0.976264±0.001400 test-auc:0.852681±0.008387 
[7648]  train-auc:0.976267±0.001400 test-auc:0.852682±0.008398 
[7649]  train-auc:0.976269±0.001399 test-auc:0.852688±0.008394 
[7650]  train-auc:0.976271±0.001398 test-auc:0.852683±0.008388 
[7651]  train-auc:0.976278±0.001399 test-auc:0.852693±0.008400 
[7652]  train-auc:0.976280±0.001399 test-auc:0.852695±0.008394 
[7653]  train-auc:0.976283±0.001398 test-auc:0.852694±0.008405 
[7654]  train-auc:0.976284±0.001398 test-auc:0.852695±0.008409 
[7655]  train-auc:0.976288±0.001398 test-auc:0.852693±0.008406 
[7656]  train-auc:0.976291±0.001402 test-auc:0.852687±0.008408 
[7657]  train-auc:0.976295±0.001402 test-auc:0.852694±0.008407 
[7658]  train-auc:0.976301±0.001404 test-auc:0.852696±0.008396 
[7659]  train-auc:0.976301±0.001405 test-auc:0.852690±0.008397 
[7660]  train-auc:0.976305±0.001404 test-auc:0.852691±0.008402 
[7661]  train-auc:0.976311±0.001405 test-auc:0.852697±0.008404 
[7662]  train-auc:0.976313±0.001406 test-auc:0.852694±0.008405 
[7663]  train-auc:0.976315±0.001405 test-auc:0.852696±0.008406 
[7664]  train-auc:0.976318±0.001406 test-auc:0.852695±0.008409 
[7665]  train-auc:0.976321±0.001404 test-auc:0.852699±0.008417 
[7666]  train-auc:0.976323±0.001403 test-auc:0.852690±0.008411 
[7667]  train-auc:0.976326±0.001403 test-auc:0.852691±0.008414 
[7668]  train-auc:0.976328±0.001403 test-auc:0.852687±0.008417 
[7669]  train-auc:0.976331±0.001404 test-auc:0.852686±0.008415 
[7670]  train-auc:0.976335±0.001405 test-auc:0.852689±0.008416 
[7671]  train-auc:0.976337±0.001404 test-auc:0.852694±0.008424 
[7672]  train-auc:0.976341±0.001404 test-auc:0.852702±0.008421 
[7673]  train-auc:0.976349±0.001400 test-auc:0.852709±0.008405 
[7674]  train-auc:0.976351±0.001400 test-auc:0.852706±0.008411 
[7675]  train-auc:0.976352±0.001401 test-auc:0.852705±0.008408 
[7676]  train-auc:0.976354±0.001400 test-auc:0.852708±0.008413 
[7677]  train-auc:0.976356±0.001401 test-auc:0.852705±0.008412 
[7678]  train-auc:0.976357±0.001401 test-auc:0.852709±0.008411 
[7679]  train-auc:0.976362±0.001399 test-auc:0.852706±0.008418 
[7680]  train-auc:0.976363±0.001400 test-auc:0.852705±0.008417 
[7681]  train-auc:0.976364±0.001401 test-auc:0.852701±0.008415 
[7682]  train-auc:0.976369±0.001400 test-auc:0.852704±0.008418 
[7683]  train-auc:0.976373±0.001398 test-auc:0.852704±0.008419 
[7684]  train-auc:0.976380±0.001399 test-auc:0.852695±0.008413 
[7685]  train-auc:0.976383±0.001398 test-auc:0.852695±0.008421 
[7686]  train-auc:0.976385±0.001399 test-auc:0.852697±0.008421 
[7687]  train-auc:0.976389±0.001399 test-auc:0.852693±0.008418 
[7688]  train-auc:0.976394±0.001398 test-auc:0.852687±0.008414 
[7689]  train-auc:0.976396±0.001398 test-auc:0.852684±0.008413 
[7690]  train-auc:0.976399±0.001394 test-auc:0.852687±0.008411 
[7691]  train-auc:0.976408±0.001393 test-auc:0.852696±0.008418 
[7692]  train-auc:0.976409±0.001393 test-auc:0.852691±0.008416 
[7693]  train-auc:0.976412±0.001393 test-auc:0.852693±0.008417 
[7694]  train-auc:0.976414±0.001393 test-auc:0.852693±0.008414 
[7695]  train-auc:0.976419±0.001393 test-auc:0.852703±0.008415 
[7696]  train-auc:0.976421±0.001391 test-auc:0.852692±0.008414 
[7697]  train-auc:0.976423±0.001390 test-auc:0.852692±0.008416 
[7698]  train-auc:0.976426±0.001391 test-auc:0.852699±0.008412 
Stopping. Best iteration:
[7699]  train-auc:0.976428±0.001391 test-auc:0.852698±0.008406

[7699]  train-auc:0.976428±0.001391 test-auc:0.852698±0.008406 
Multiple eval metrics are present. Will use test_auc for early stopping.
Will train until test_auc hasn't improved in 100 rounds.

[1] train-auc:0.786783±0.001555 test-auc:0.781777±0.004806 
[2] train-auc:0.794946±0.001311 test-auc:0.788786±0.006647 
[3] train-auc:0.797272±0.001239 test-auc:0.790654±0.006512 
[4] train-auc:0.799034±0.000905 test-auc:0.791727±0.005152 
[5] train-auc:0.801265±0.000875 test-auc:0.793175±0.005029 
[6] train-auc:0.802959±0.000836 test-auc:0.793802±0.005072 
[7] train-auc:0.805777±0.001288 test-auc:0.795222±0.006711 
[8] train-auc:0.806837±0.001377 test-auc:0.795554±0.006648 
[9] train-auc:0.807559±0.001250 test-auc:0.795708±0.006487 
[10]    train-auc:0.810130±0.001187 test-auc:0.797699±0.006213 
[11]    train-auc:0.811318±0.001348 test-auc:0.798937±0.006161 
[12]    train-auc:0.812612±0.001404 test-auc:0.799848±0.006326 
[13]    train-auc:0.813776±0.001251 test-auc:0.799963±0.006206 
[14]    train-auc:0.814606±0.000950 test-auc:0.800368±0.006233 
[15]    train-auc:0.815623±0.001195 test-auc:0.801491±0.005537 
[16]    train-auc:0.816430±0.001195 test-auc:0.802424±0.004922 
[17]    train-auc:0.817168±0.001268 test-auc:0.802764±0.005209 
[18]    train-auc:0.818152±0.001431 test-auc:0.803180±0.005650 
[19]    train-auc:0.818832±0.001652 test-auc:0.803384±0.005967 
[20]    train-auc:0.819183±0.001705 test-auc:0.803140±0.005757 
[21]    train-auc:0.819892±0.001668 test-auc:0.803105±0.005630 
[22]    train-auc:0.820330±0.001668 test-auc:0.803157±0.005682 
[23]    train-auc:0.821101±0.001368 test-auc:0.803593±0.005944 
[24]    train-auc:0.821574±0.001637 test-auc:0.803652±0.005950 
[25]    train-auc:0.822464±0.001753 test-auc:0.803467±0.005551 
[26]    train-auc:0.823208±0.001624 test-auc:0.804048±0.005842 
[27]    train-auc:0.823580±0.001573 test-auc:0.804234±0.005940 
[28]    train-auc:0.824124±0.001408 test-auc:0.804394±0.006406 
[29]    train-auc:0.824814±0.001337 test-auc:0.804649±0.005870 
[30]    train-auc:0.825300±0.001294 test-auc:0.804544±0.006269 
[31]    train-auc:0.826040±0.001421 test-auc:0.804782±0.005780 
[32]    train-auc:0.826531±0.001325 test-auc:0.804767±0.006003 
[33]    train-auc:0.826972±0.001386 test-auc:0.805116±0.005958 
[34]    train-auc:0.827356±0.001786 test-auc:0.804977±0.006116 
[35]    train-auc:0.827897±0.001780 test-auc:0.805358±0.005796 
[36]    train-auc:0.828734±0.001678 test-auc:0.805987±0.005970 
[37]    train-auc:0.828988±0.001711 test-auc:0.806050±0.005998 
[38]    train-auc:0.829524±0.001749 test-auc:0.805744±0.005970 
[39]    train-auc:0.830098±0.001653 test-auc:0.806080±0.005711 
[40]    train-auc:0.830625±0.001622 test-auc:0.806051±0.005695 
[41]    train-auc:0.831080±0.001733 test-auc:0.806160±0.005496 
[42]    train-auc:0.831635±0.001812 test-auc:0.806175±0.005375 
[43]    train-auc:0.831888±0.001709 test-auc:0.806268±0.005552 
[44]    train-auc:0.832172±0.001839 test-auc:0.806380±0.005629 
[45]    train-auc:0.832631±0.001861 test-auc:0.806429±0.005525 
[46]    train-auc:0.833148±0.001888 test-auc:0.806473±0.005443 
[47]    train-auc:0.833328±0.001892 test-auc:0.806688±0.005418 
[48]    train-auc:0.833852±0.001743 test-auc:0.806988±0.005138 
[49]    train-auc:0.834129±0.001780 test-auc:0.807317±0.004841 
[50]    train-auc:0.834868±0.001832 test-auc:0.807448±0.005215 
[51]    train-auc:0.835272±0.001739 test-auc:0.807474±0.005196 
[52]    train-auc:0.835491±0.001656 test-auc:0.807649±0.005614 
[53]    train-auc:0.835967±0.001683 test-auc:0.807976±0.005105 
[54]    train-auc:0.836623±0.001451 test-auc:0.808142±0.005271 
[55]    train-auc:0.837204±0.001374 test-auc:0.808412±0.005454 
[56]    train-auc:0.837632±0.001406 test-auc:0.808505±0.005693 
[57]    train-auc:0.837834±0.001350 test-auc:0.808611±0.005742 
[58]    train-auc:0.838463±0.001235 test-auc:0.808889±0.006047 
[59]    train-auc:0.838866±0.001102 test-auc:0.808752±0.006233 
[60]    train-auc:0.839272±0.000950 test-auc:0.808777±0.006191 
[61]    train-auc:0.839757±0.000845 test-auc:0.808966±0.006121 
[62]    train-auc:0.840082±0.000887 test-auc:0.808965±0.006262 
[63]    train-auc:0.840304±0.001063 test-auc:0.808868±0.006336 
[64]    train-auc:0.840684±0.001107 test-auc:0.808862±0.006602 
[65]    train-auc:0.841110±0.001065 test-auc:0.809410±0.006458 
[66]    train-auc:0.841679±0.001145 test-auc:0.809677±0.006698 
[67]    train-auc:0.842012±0.001214 test-auc:0.809421±0.006941 
[68]    train-auc:0.842556±0.001307 test-auc:0.809814±0.007147 
[69]    train-auc:0.843000±0.001337 test-auc:0.809632±0.007125 
[70]    train-auc:0.843496±0.001306 test-auc:0.809735±0.007343 
[71]    train-auc:0.843694±0.001365 test-auc:0.809812±0.007563 
[72]    train-auc:0.844053±0.001405 test-auc:0.809948±0.007277 
[73]    train-auc:0.844340±0.001333 test-auc:0.809941±0.007329 
[74]    train-auc:0.844719±0.001512 test-auc:0.809978±0.007082 
[75]    train-auc:0.845145±0.001454 test-auc:0.810159±0.006912 
[76]    train-auc:0.845505±0.001453 test-auc:0.810210±0.006966 
[77]    train-auc:0.845784±0.001476 test-auc:0.810396±0.006986 
[78]    train-auc:0.846101±0.001463 test-auc:0.810611±0.007017 
[79]    train-auc:0.846436±0.001496 test-auc:0.810646±0.007021 
[80]    train-auc:0.846731±0.001617 test-auc:0.810615±0.006939 
[81]    train-auc:0.847124±0.001858 test-auc:0.810863±0.006685 
[82]    train-auc:0.847373±0.001836 test-auc:0.810897±0.006581 
[83]    train-auc:0.847726±0.001955 test-auc:0.811091±0.007074 
[84]    train-auc:0.848011±0.001920 test-auc:0.811017±0.006997 
[85]    train-auc:0.848402±0.001925 test-auc:0.811212±0.006750 
[86]    train-auc:0.848711±0.001983 test-auc:0.811273±0.006830 
[87]    train-auc:0.849073±0.001849 test-auc:0.811463±0.006892 
[88]    train-auc:0.849294±0.001770 test-auc:0.811637±0.006979 
[89]    train-auc:0.849625±0.001728 test-auc:0.811685±0.007043 
[90]    train-auc:0.849898±0.001610 test-auc:0.811483±0.006991 
[91]    train-auc:0.850265±0.001485 test-auc:0.811521±0.006963 
[92]    train-auc:0.850610±0.001512 test-auc:0.811785±0.007074 
[93]    train-auc:0.850981±0.001506 test-auc:0.812164±0.006893 
[94]    train-auc:0.851307±0.001471 test-auc:0.812109±0.006835 
[95]    train-auc:0.851603±0.001413 test-auc:0.812280±0.006877 
[96]    train-auc:0.852046±0.001520 test-auc:0.812387±0.006999 
[97]    train-auc:0.852326±0.001452 test-auc:0.812436±0.007061 
[98]    train-auc:0.852612±0.001467 test-auc:0.812309±0.007032 
[99]    train-auc:0.852772±0.001437 test-auc:0.812339±0.007119 
[100]   train-auc:0.853095±0.001465 test-auc:0.812524±0.007118 
[101]   train-auc:0.853396±0.001539 test-auc:0.812603±0.007074 
[102]   train-auc:0.853788±0.001408 test-auc:0.812477±0.006867 
[103]   train-auc:0.854063±0.001350 test-auc:0.812549±0.006737 
[104]   train-auc:0.854345±0.001410 test-auc:0.812658±0.006610 
[105]   train-auc:0.854716±0.001422 test-auc:0.812812±0.006855 
[106]   train-auc:0.855028±0.001488 test-auc:0.812719±0.006860 
[107]   train-auc:0.855168±0.001461 test-auc:0.812794±0.006693 
[108]   train-auc:0.855420±0.001430 test-auc:0.812922±0.006612 
[109]   train-auc:0.855692±0.001413 test-auc:0.813247±0.006348 
[110]   train-auc:0.855850±0.001425 test-auc:0.813251±0.006333 
[111]   train-auc:0.856131±0.001446 test-auc:0.813313±0.006255 
[112]   train-auc:0.856325±0.001344 test-auc:0.813345±0.006299 
[113]   train-auc:0.856588±0.001400 test-auc:0.813372±0.006251 
[114]   train-auc:0.856769±0.001459 test-auc:0.813387±0.006346 
[115]   train-auc:0.856997±0.001456 test-auc:0.813430±0.006373 
[116]   train-auc:0.857294±0.001504 test-auc:0.813566±0.006386 
[117]   train-auc:0.857559±0.001450 test-auc:0.813719±0.006402 
[118]   train-auc:0.857752±0.001452 test-auc:0.813676±0.006441 
[119]   train-auc:0.857993±0.001389 test-auc:0.813632±0.006387 
[120]   train-auc:0.858259±0.001247 test-auc:0.813743±0.006219 
[121]   train-auc:0.858557±0.001256 test-auc:0.813970±0.006024 
[122]   train-auc:0.858829±0.001259 test-auc:0.813937±0.005911 
[123]   train-auc:0.859043±0.001256 test-auc:0.813842±0.005850 
[124]   train-auc:0.859292±0.001310 test-auc:0.813954±0.006078 
[125]   train-auc:0.859504±0.001344 test-auc:0.813925±0.006052 
[126]   train-auc:0.859763±0.001216 test-auc:0.814044±0.006065 
[127]   train-auc:0.859946±0.001195 test-auc:0.814042±0.005974 
[128]   train-auc:0.860093±0.001240 test-auc:0.814126±0.006031 
[129]   train-auc:0.860412±0.001171 test-auc:0.814239±0.005840 
[130]   train-auc:0.860720±0.001167 test-auc:0.814444±0.005804 
[131]   train-auc:0.860968±0.001136 test-auc:0.814405±0.005866 
[132]   train-auc:0.861162±0.001232 test-auc:0.814485±0.005780 
[133]   train-auc:0.861409±0.001222 test-auc:0.814403±0.005745 
[134]   train-auc:0.861577±0.001301 test-auc:0.814389±0.005912 
[135]   train-auc:0.861804±0.001275 test-auc:0.814363±0.006019 
[136]   train-auc:0.862050±0.001267 test-auc:0.814336±0.006096 
[137]   train-auc:0.862264±0.001182 test-auc:0.814456±0.006072 
[138]   train-auc:0.862474±0.001257 test-auc:0.814582±0.006016 
[139]   train-auc:0.862606±0.001202 test-auc:0.814477±0.006036 
[140]   train-auc:0.862860±0.001094 test-auc:0.814442±0.006116 
[141]   train-auc:0.863111±0.001179 test-auc:0.814348±0.006274 
[142]   train-auc:0.863297±0.001170 test-auc:0.814471±0.006201 
[143]   train-auc:0.863571±0.001010 test-auc:0.814618±0.006126 
[144]   train-auc:0.863771±0.001020 test-auc:0.814737±0.005934 
[145]   train-auc:0.864002±0.001096 test-auc:0.814870±0.006017 
[146]   train-auc:0.864253±0.001076 test-auc:0.814842±0.006085 
[147]   train-auc:0.864520±0.001047 test-auc:0.814959±0.006060 
[148]   train-auc:0.864855±0.000990 test-auc:0.814923±0.006104 
[149]   train-auc:0.865004±0.001025 test-auc:0.815039±0.006143 
[150]   train-auc:0.865171±0.001043 test-auc:0.814927±0.006119 
[151]   train-auc:0.865323±0.000988 test-auc:0.814976±0.006054 
[152]   train-auc:0.865494±0.001014 test-auc:0.814883±0.005943 
[153]   train-auc:0.865676±0.000999 test-auc:0.814911±0.005862 
[154]   train-auc:0.865861±0.001003 test-auc:0.815091±0.005831 
[155]   train-auc:0.866183±0.000955 test-auc:0.814973±0.005867 
[156]   train-auc:0.866347±0.000885 test-auc:0.815203±0.005774 
[157]   train-auc:0.866523±0.000906 test-auc:0.815225±0.005889 
[158]   train-auc:0.866780±0.000963 test-auc:0.815518±0.005479 
[159]   train-auc:0.866996±0.000990 test-auc:0.815700±0.005327 
[160]   train-auc:0.867163±0.001019 test-auc:0.815860±0.005251 
[161]   train-auc:0.867389±0.001126 test-auc:0.815911±0.005515 
[162]   train-auc:0.867524±0.001104 test-auc:0.815928±0.005269 
[163]   train-auc:0.867748±0.001141 test-auc:0.815821±0.005232 
[164]   train-auc:0.867961±0.001196 test-auc:0.816025±0.005184 
[165]   train-auc:0.868145±0.001217 test-auc:0.816129±0.005120 
[166]   train-auc:0.868274±0.001263 test-auc:0.816049±0.005201 
[167]   train-auc:0.868449±0.001248 test-auc:0.816071±0.005285 
[168]   train-auc:0.868598±0.001300 test-auc:0.816188±0.005115 
[169]   train-auc:0.868816±0.001341 test-auc:0.816180±0.004925 
[170]   train-auc:0.869001±0.001264 test-auc:0.816115±0.004989 
[171]   train-auc:0.869212±0.001380 test-auc:0.816275±0.004921 
[172]   train-auc:0.869370±0.001403 test-auc:0.816396±0.004805 
[173]   train-auc:0.869594±0.001440 test-auc:0.816493±0.005072 
[174]   train-auc:0.869779±0.001450 test-auc:0.816531±0.005157 
[175]   train-auc:0.869908±0.001479 test-auc:0.816485±0.005207 
[176]   train-auc:0.870048±0.001493 test-auc:0.816486±0.005126 
[177]   train-auc:0.870223±0.001472 test-auc:0.816517±0.005155 
[178]   train-auc:0.870405±0.001517 test-auc:0.816356±0.005362 
[179]   train-auc:0.870586±0.001458 test-auc:0.816408±0.005522 
[180]   train-auc:0.870688±0.001463 test-auc:0.816468±0.005584 
[181]   train-auc:0.870855±0.001469 test-auc:0.816449±0.005669 
[182]   train-auc:0.871072±0.001474 test-auc:0.816571±0.005720 
[183]   train-auc:0.871283±0.001487 test-auc:0.816571±0.005612 
[184]   train-auc:0.871528±0.001543 test-auc:0.816834±0.005580 
[185]   train-auc:0.871684±0.001549 test-auc:0.816983±0.005732 
[186]   train-auc:0.871848±0.001536 test-auc:0.817157±0.005921 
[187]   train-auc:0.872007±0.001501 test-auc:0.817385±0.005774 
[188]   train-auc:0.872180±0.001511 test-auc:0.817529±0.005661 
[189]   train-auc:0.872296±0.001518 test-auc:0.817448±0.005643 
[190]   train-auc:0.872456±0.001562 test-auc:0.817517±0.005336 
[191]   train-auc:0.872596±0.001568 test-auc:0.817399±0.005215 
[192]   train-auc:0.872789±0.001612 test-auc:0.817540±0.005221 
[193]   train-auc:0.872967±0.001619 test-auc:0.817557±0.005132 
[194]   train-auc:0.873087±0.001610 test-auc:0.817729±0.004931 
[195]   train-auc:0.873163±0.001574 test-auc:0.817641±0.004929 
[196]   train-auc:0.873327±0.001560 test-auc:0.817519±0.004908 
[197]   train-auc:0.873475±0.001540 test-auc:0.817542±0.004825 
[198]   train-auc:0.873555±0.001535 test-auc:0.817614±0.004816 
[199]   train-auc:0.873714±0.001470 test-auc:0.817536±0.004796 
[200]   train-auc:0.873890±0.001384 test-auc:0.817634±0.004780 
[201]   train-auc:0.874062±0.001369 test-auc:0.817731±0.004761 
[202]   train-auc:0.874210±0.001360 test-auc:0.817658±0.004577 
[203]   train-auc:0.874363±0.001374 test-auc:0.817778±0.004558 
[204]   train-auc:0.874549±0.001351 test-auc:0.817868±0.004360 
[205]   train-auc:0.874649±0.001399 test-auc:0.817847±0.004317 
[206]   train-auc:0.874793±0.001468 test-auc:0.817945±0.004338 
[207]   train-auc:0.874962±0.001554 test-auc:0.818032±0.004277 
[208]   train-auc:0.875130±0.001591 test-auc:0.818188±0.004096 
[209]   train-auc:0.875259±0.001657 test-auc:0.818214±0.004010 
[210]   train-auc:0.875424±0.001655 test-auc:0.818316±0.004087 
[211]   train-auc:0.875591±0.001779 test-auc:0.818355±0.004323 
[212]   train-auc:0.875725±0.001852 test-auc:0.818342±0.004457 
[213]   train-auc:0.875879±0.001848 test-auc:0.818399±0.004588 
[214]   train-auc:0.875991±0.001828 test-auc:0.818441±0.004588 
[215]   train-auc:0.876139±0.001808 test-auc:0.818391±0.004523 
[216]   train-auc:0.876321±0.001795 test-auc:0.818325±0.004611 
[217]   train-auc:0.876507±0.001808 test-auc:0.818278±0.004659 
[218]   train-auc:0.876678±0.001848 test-auc:0.818259±0.004619 
[219]   train-auc:0.876812±0.001848 test-auc:0.818261±0.004660 
[220]   train-auc:0.876910±0.001835 test-auc:0.818339±0.004634 
[221]   train-auc:0.877047±0.001800 test-auc:0.818353±0.004764 
[222]   train-auc:0.877260±0.001758 test-auc:0.818386±0.004741 
[223]   train-auc:0.877343±0.001805 test-auc:0.818414±0.004654 
[224]   train-auc:0.877444±0.001800 test-auc:0.818353±0.004846 
[225]   train-auc:0.877590±0.001841 test-auc:0.818383±0.004973 
[226]   train-auc:0.877695±0.001829 test-auc:0.818388±0.004990 
[227]   train-auc:0.877832±0.001810 test-auc:0.818375±0.004952 
[228]   train-auc:0.877965±0.001794 test-auc:0.818306±0.004790 
[229]   train-auc:0.878089±0.001826 test-auc:0.818227±0.004791 
[230]   train-auc:0.878185±0.001845 test-auc:0.818193±0.004793 
[231]   train-auc:0.878264±0.001841 test-auc:0.818225±0.004795 
[232]   train-auc:0.878415±0.001892 test-auc:0.818305±0.004830 
[233]   train-auc:0.878505±0.001876 test-auc:0.818381±0.004877 
[234]   train-auc:0.878631±0.001865 test-auc:0.818433±0.004913 
[235]   train-auc:0.878764±0.001847 test-auc:0.818366±0.004927 
[236]   train-auc:0.878911±0.001857 test-auc:0.818391±0.004922 
[237]   train-auc:0.879063±0.001838 test-auc:0.818512±0.004854 
[238]   train-auc:0.879194±0.001773 test-auc:0.818572±0.004861 
[239]   train-auc:0.879364±0.001790 test-auc:0.818682±0.004820 
[240]   train-auc:0.879508±0.001787 test-auc:0.818762±0.004942 
[241]   train-auc:0.879624±0.001805 test-auc:0.818770±0.005018 
[242]   train-auc:0.879728±0.001838 test-auc:0.818801±0.005077 
[243]   train-auc:0.879854±0.001812 test-auc:0.818985±0.004921 
[244]   train-auc:0.880027±0.001795 test-auc:0.819021±0.004960 
[245]   train-auc:0.880209±0.001747 test-auc:0.819211±0.004789 
[246]   train-auc:0.880270±0.001732 test-auc:0.819127±0.004686 
[247]   train-auc:0.880398±0.001783 test-auc:0.818990±0.004671 
[248]   train-auc:0.880570±0.001773 test-auc:0.819074±0.004501 
[249]   train-auc:0.880641±0.001776 test-auc:0.819036±0.004546 
[250]   train-auc:0.880730±0.001727 test-auc:0.818989±0.004516 
[251]   train-auc:0.880863±0.001724 test-auc:0.819016±0.004444 
[252]   train-auc:0.880937±0.001718 test-auc:0.819066±0.004512 
[253]   train-auc:0.881083±0.001785 test-auc:0.819071±0.004584 
[254]   train-auc:0.881244±0.001818 test-auc:0.819114±0.004672 
[255]   train-auc:0.881363±0.001789 test-auc:0.818920±0.004720 
[256]   train-auc:0.881467±0.001709 test-auc:0.818974±0.004672 
[257]   train-auc:0.881600±0.001699 test-auc:0.819102±0.004572 
[258]   train-auc:0.881701±0.001664 test-auc:0.818969±0.004583 
[259]   train-auc:0.881826±0.001658 test-auc:0.818942±0.004509 
[260]   train-auc:0.881987±0.001585 test-auc:0.818955±0.004414 
[261]   train-auc:0.882165±0.001583 test-auc:0.818999±0.004424 
[262]   train-auc:0.882297±0.001566 test-auc:0.819119±0.004402 
[263]   train-auc:0.882454±0.001525 test-auc:0.819113±0.004480 
[264]   train-auc:0.882561±0.001525 test-auc:0.819092±0.004489 
[265]   train-auc:0.882664±0.001465 test-auc:0.819077±0.004498 
[266]   train-auc:0.882791±0.001497 test-auc:0.819131±0.004485 
[267]   train-auc:0.882932±0.001500 test-auc:0.819135±0.004525 
[268]   train-auc:0.883053±0.001496 test-auc:0.819126±0.004482 
[269]   train-auc:0.883144±0.001477 test-auc:0.819185±0.004516 
[270]   train-auc:0.883348±0.001417 test-auc:0.819277±0.004509 
[271]   train-auc:0.883476±0.001417 test-auc:0.819282±0.004429 
[272]   train-auc:0.883566±0.001414 test-auc:0.819339±0.004476 
[273]   train-auc:0.883664±0.001393 test-auc:0.819373±0.004553 
[274]   train-auc:0.883762±0.001442 test-auc:0.819364±0.004437 
[275]   train-auc:0.883889±0.001400 test-auc:0.819563±0.004489 
[276]   train-auc:0.883980±0.001382 test-auc:0.819565±0.004628 
[277]   train-auc:0.884074±0.001350 test-auc:0.819508±0.004654 
[278]   train-auc:0.884165±0.001323 test-auc:0.819410±0.004621 
[279]   train-auc:0.884238±0.001304 test-auc:0.819480±0.004594 
[280]   train-auc:0.884393±0.001305 test-auc:0.819528±0.004590 
[281]   train-auc:0.884548±0.001344 test-auc:0.819651±0.004583 
[282]   train-auc:0.884725±0.001401 test-auc:0.819720±0.004742 
[283]   train-auc:0.884834±0.001432 test-auc:0.819745±0.004745 
[284]   train-auc:0.884907±0.001413 test-auc:0.819741±0.004699 
[285]   train-auc:0.885025±0.001420 test-auc:0.819679±0.004553 
[286]   train-auc:0.885148±0.001427 test-auc:0.819711±0.004504 
[287]   train-auc:0.885291±0.001397 test-auc:0.819792±0.004458 
[288]   train-auc:0.885413±0.001335 test-auc:0.819720±0.004560 
[289]   train-auc:0.885527±0.001261 test-auc:0.819796±0.004688 
[290]   train-auc:0.885647±0.001236 test-auc:0.819794±0.004712 
[291]   train-auc:0.885775±0.001277 test-auc:0.819801±0.004672 
[292]   train-auc:0.885881±0.001266 test-auc:0.819950±0.004656 
[293]   train-auc:0.885993±0.001229 test-auc:0.820196±0.004737 
[294]   train-auc:0.886123±0.001239 test-auc:0.820034±0.004779 
[295]   train-auc:0.886304±0.001178 test-auc:0.820137±0.004799 
[296]   train-auc:0.886427±0.001140 test-auc:0.820281±0.004702 
[297]   train-auc:0.886542±0.001170 test-auc:0.820323±0.004752 
[298]   train-auc:0.886631±0.001151 test-auc:0.820384±0.004663 
[299]   train-auc:0.886745±0.001181 test-auc:0.820348±0.004776 
[300]   train-auc:0.886920±0.001231 test-auc:0.820317±0.004700 
[301]   train-auc:0.886992±0.001174 test-auc:0.820360±0.004766 
[302]   train-auc:0.887107±0.001090 test-auc:0.820406±0.004829 
[303]   train-auc:0.887264±0.001112 test-auc:0.820548±0.004789 
[304]   train-auc:0.887350±0.001148 test-auc:0.820487±0.004872 
[305]   train-auc:0.887478±0.001172 test-auc:0.820598±0.004861 
[306]   train-auc:0.887598±0.001204 test-auc:0.820647±0.004901 
[307]   train-auc:0.887728±0.001175 test-auc:0.820519±0.004958 
[308]   train-auc:0.887850±0.001167 test-auc:0.820466±0.004979 
[309]   train-auc:0.887936±0.001118 test-auc:0.820600±0.005102 
[310]   train-auc:0.888059±0.001147 test-auc:0.820554±0.005036 
[311]   train-auc:0.888183±0.001135 test-auc:0.820613±0.005016 
[312]   train-auc:0.888302±0.001153 test-auc:0.820548±0.005056 
[313]   train-auc:0.888400±0.001162 test-auc:0.820667±0.004949 
[314]   train-auc:0.888509±0.001130 test-auc:0.820703±0.004971 
[315]   train-auc:0.888574±0.001151 test-auc:0.820739±0.004944 
[316]   train-auc:0.888684±0.001093 test-auc:0.820698±0.005040 
[317]   train-auc:0.888773±0.001056 test-auc:0.820688±0.004974 
[318]   train-auc:0.888877±0.001080 test-auc:0.820540±0.004886 
[319]   train-auc:0.888951±0.001098 test-auc:0.820527±0.004981 
[320]   train-auc:0.889036±0.001136 test-auc:0.820537±0.005037 
[321]   train-auc:0.889128±0.001166 test-auc:0.820583±0.005068 
[322]   train-auc:0.889238±0.001102 test-auc:0.820637±0.005090 
[323]   train-auc:0.889376±0.001080 test-auc:0.820688±0.005117 
[324]   train-auc:0.889434±0.001044 test-auc:0.820783±0.005060 
[325]   train-auc:0.889530±0.001058 test-auc:0.820786±0.005111 
[326]   train-auc:0.889612±0.001064 test-auc:0.820763±0.005180 
[327]   train-auc:0.889772±0.001019 test-auc:0.820855±0.005007 
[328]   train-auc:0.889887±0.000958 test-auc:0.820849±0.004943 
[329]   train-auc:0.889950±0.000994 test-auc:0.821044±0.005028 
[330]   train-auc:0.890075±0.000970 test-auc:0.821120±0.005077 
[331]   train-auc:0.890164±0.000910 test-auc:0.821118±0.005019 
[332]   train-auc:0.890256±0.000898 test-auc:0.821042±0.005089 
[333]   train-auc:0.890355±0.000908 test-auc:0.821064±0.005181 
[334]   train-auc:0.890424±0.000904 test-auc:0.821036±0.005143 
[335]   train-auc:0.890504±0.000890 test-auc:0.821052±0.004927 
[336]   train-auc:0.890611±0.000915 test-auc:0.821026±0.004884 
[337]   train-auc:0.890685±0.000946 test-auc:0.820985±0.004813 
[338]   train-auc:0.890814±0.000953 test-auc:0.821085±0.004856 
[339]   train-auc:0.890897±0.000942 test-auc:0.821017±0.004864 
[340]   train-auc:0.890968±0.000953 test-auc:0.820945±0.004896 
[341]   train-auc:0.891085±0.000920 test-auc:0.821024±0.004746 
[342]   train-auc:0.891162±0.000949 test-auc:0.821025±0.004766 
[343]   train-auc:0.891240±0.000945 test-auc:0.820909±0.004660 
[344]   train-auc:0.891349±0.000945 test-auc:0.821009±0.004633 
[345]   train-auc:0.891404±0.000953 test-auc:0.820955±0.004721 
[346]   train-auc:0.891469±0.000931 test-auc:0.820962±0.004707 
[347]   train-auc:0.891547±0.000927 test-auc:0.820906±0.004685 
[348]   train-auc:0.891631±0.000906 test-auc:0.821054±0.004716 
[349]   train-auc:0.891724±0.000940 test-auc:0.821171±0.004721 
[350]   train-auc:0.891822±0.000962 test-auc:0.821279±0.004666 
[351]   train-auc:0.891913±0.000900 test-auc:0.821295±0.004680 
[352]   train-auc:0.891998±0.000876 test-auc:0.821331±0.004721 
[353]   train-auc:0.892091±0.000856 test-auc:0.821260±0.004767 
[354]   train-auc:0.892161±0.000863 test-auc:0.821316±0.004699 
[355]   train-auc:0.892246±0.000870 test-auc:0.821235±0.004572 
[356]   train-auc:0.892335±0.000837 test-auc:0.821247±0.004637 
[357]   train-auc:0.892456±0.000823 test-auc:0.821299±0.004626 
[358]   train-auc:0.892580±0.000784 test-auc:0.821294±0.004601 
[359]   train-auc:0.892669±0.000770 test-auc:0.821270±0.004607 
[360]   train-auc:0.892771±0.000710 test-auc:0.821294±0.004706 
[361]   train-auc:0.892875±0.000717 test-auc:0.821379±0.004702 
[362]   train-auc:0.892924±0.000726 test-auc:0.821397±0.004651 
[363]   train-auc:0.893033±0.000740 test-auc:0.821485±0.004691 
[364]   train-auc:0.893142±0.000778 test-auc:0.821396±0.004630 
[365]   train-auc:0.893251±0.000736 test-auc:0.821455±0.004641 
[366]   train-auc:0.893334±0.000737 test-auc:0.821454±0.004543 
[367]   train-auc:0.893434±0.000743 test-auc:0.821465±0.004710 
[368]   train-auc:0.893521±0.000738 test-auc:0.821586±0.004801 
[369]   train-auc:0.893596±0.000705 test-auc:0.821560±0.004706 
[370]   train-auc:0.893680±0.000699 test-auc:0.821541±0.004712 
[371]   train-auc:0.893777±0.000715 test-auc:0.821560±0.004626 
[372]   train-auc:0.893845±0.000717 test-auc:0.821534±0.004603 
[373]   train-auc:0.893902±0.000761 test-auc:0.821609±0.004462 
[374]   train-auc:0.893952±0.000780 test-auc:0.821625±0.004491 
[375]   train-auc:0.894050±0.000818 test-auc:0.821595±0.004518 
[376]   train-auc:0.894118±0.000820 test-auc:0.821677±0.004541 
[377]   train-auc:0.894204±0.000817 test-auc:0.821672±0.004570 
[378]   train-auc:0.894273±0.000789 test-auc:0.821729±0.004589 
[379]   train-auc:0.894366±0.000827 test-auc:0.821797±0.004419 
[380]   train-auc:0.894461±0.000810 test-auc:0.821738±0.004366 
[381]   train-auc:0.894544±0.000810 test-auc:0.821747±0.004351 
[382]   train-auc:0.894612±0.000826 test-auc:0.821727±0.004382 
[383]   train-auc:0.894676±0.000797 test-auc:0.821801±0.004319 
[384]   train-auc:0.894763±0.000820 test-auc:0.821842±0.004244 
[385]   train-auc:0.894846±0.000805 test-auc:0.821935±0.004215 
[386]   train-auc:0.894919±0.000816 test-auc:0.821972±0.004271 
[387]   train-auc:0.894995±0.000815 test-auc:0.822122±0.004250 
[388]   train-auc:0.895082±0.000811 test-auc:0.822112±0.004231 
[389]   train-auc:0.895158±0.000834 test-auc:0.822174±0.004284 
[390]   train-auc:0.895201±0.000826 test-auc:0.822164±0.004280 
[391]   train-auc:0.895282±0.000772 test-auc:0.822253±0.004320 
[392]   train-auc:0.895344±0.000785 test-auc:0.822250±0.004309 
[393]   train-auc:0.895454±0.000798 test-auc:0.822212±0.004323 
[394]   train-auc:0.895527±0.000858 test-auc:0.822178±0.004272 
[395]   train-auc:0.895603±0.000855 test-auc:0.822134±0.004269 
[396]   train-auc:0.895701±0.000828 test-auc:0.822184±0.004191 
[397]   train-auc:0.895797±0.000851 test-auc:0.822043±0.004173 
[398]   train-auc:0.895878±0.000861 test-auc:0.822161±0.004171 
[399]   train-auc:0.895966±0.000875 test-auc:0.822219±0.004123 
[400]   train-auc:0.896036±0.000833 test-auc:0.822334±0.003985 
[401]   train-auc:0.896116±0.000804 test-auc:0.822320±0.004010 
[402]   train-auc:0.896177±0.000784 test-auc:0.822246±0.004058 
[403]   train-auc:0.896301±0.000777 test-auc:0.822353±0.004068 
[404]   train-auc:0.896383±0.000786 test-auc:0.822322±0.004043 
[405]   train-auc:0.896449±0.000804 test-auc:0.822284±0.004014 
[406]   train-auc:0.896520±0.000808 test-auc:0.822254±0.004088 
[407]   train-auc:0.896632±0.000835 test-auc:0.822228±0.004210 
[408]   train-auc:0.896713±0.000901 test-auc:0.822205±0.004194 
[409]   train-auc:0.896774±0.000904 test-auc:0.822209±0.004262 
[410]   train-auc:0.896851±0.000888 test-auc:0.822163±0.004146 
[411]   train-auc:0.896945±0.000924 test-auc:0.822300±0.004196 
[412]   train-auc:0.897007±0.000935 test-auc:0.822392±0.004036 
[413]   train-auc:0.897124±0.000923 test-auc:0.822378±0.004034 
[414]   train-auc:0.897189±0.000934 test-auc:0.822440±0.004052 
[415]   train-auc:0.897289±0.000941 test-auc:0.822371±0.004161 
[416]   train-auc:0.897341±0.000908 test-auc:0.822408±0.004151 
[417]   train-auc:0.897473±0.000964 test-auc:0.822402±0.004108 
[418]   train-auc:0.897525±0.000973 test-auc:0.822384±0.004093 
[419]   train-auc:0.897568±0.000961 test-auc:0.822433±0.004074 
[420]   train-auc:0.897658±0.000950 test-auc:0.822395±0.004085 
[421]   train-auc:0.897770±0.000912 test-auc:0.822481±0.004051 
[422]   train-auc:0.897846±0.000916 test-auc:0.822530±0.004001 
[423]   train-auc:0.897933±0.000938 test-auc:0.822556±0.003933 
[424]   train-auc:0.898013±0.000943 test-auc:0.822602±0.004033 
[425]   train-auc:0.898110±0.000905 test-auc:0.822568±0.003988 
[426]   train-auc:0.898242±0.000905 test-auc:0.822606±0.003878 
[427]   train-auc:0.898358±0.000877 test-auc:0.822645±0.003929 
[428]   train-auc:0.898472±0.000872 test-auc:0.822666±0.004006 
[429]   train-auc:0.898516±0.000889 test-auc:0.822605±0.004084 
[430]   train-auc:0.898616±0.000856 test-auc:0.822624±0.004128 
[431]   train-auc:0.898697±0.000850 test-auc:0.822655±0.004114 
[432]   train-auc:0.898771±0.000879 test-auc:0.822782±0.004050 
[433]   train-auc:0.898825±0.000889 test-auc:0.822818±0.004026 
[434]   train-auc:0.898877±0.000886 test-auc:0.822829±0.004037 
[435]   train-auc:0.898920±0.000888 test-auc:0.822879±0.004126 
[436]   train-auc:0.899009±0.000876 test-auc:0.822917±0.004091 
[437]   train-auc:0.899098±0.000891 test-auc:0.822823±0.004157 
[438]   train-auc:0.899168±0.000932 test-auc:0.822806±0.004083 
[439]   train-auc:0.899233±0.000937 test-auc:0.822841±0.003975 
[440]   train-auc:0.899267±0.000954 test-auc:0.822971±0.003914 
[441]   train-auc:0.899307±0.000960 test-auc:0.822918±0.003989 
[442]   train-auc:0.899409±0.000929 test-auc:0.822956±0.004008 
[443]   train-auc:0.899504±0.000903 test-auc:0.823071±0.003987 
[444]   train-auc:0.899601±0.000910 test-auc:0.823083±0.003970 
[445]   train-auc:0.899639±0.000919 test-auc:0.823103±0.003936 
[446]   train-auc:0.899678±0.000915 test-auc:0.823191±0.003962 
[447]   train-auc:0.899725±0.000940 test-auc:0.823159±0.004074 
[448]   train-auc:0.899822±0.000986 test-auc:0.823111±0.004133 
[449]   train-auc:0.899932±0.000973 test-auc:0.823188±0.004251 
[450]   train-auc:0.899985±0.000956 test-auc:0.823225±0.004261 
[451]   train-auc:0.900055±0.000967 test-auc:0.823245±0.004371 
[452]   train-auc:0.900148±0.000960 test-auc:0.823275±0.004413 
[453]   train-auc:0.900204±0.000978 test-auc:0.823274±0.004425 
[454]   train-auc:0.900276±0.000980 test-auc:0.823275±0.004399 
[455]   train-auc:0.900356±0.000971 test-auc:0.823205±0.004455 
[456]   train-auc:0.900425±0.000980 test-auc:0.823158±0.004471 
[457]   train-auc:0.900482±0.001003 test-auc:0.823168±0.004387 
[458]   train-auc:0.900548±0.000967 test-auc:0.823230±0.004458 
[459]   train-auc:0.900648±0.000947 test-auc:0.823170±0.004483 
[460]   train-auc:0.900738±0.000954 test-auc:0.823201±0.004401 
[461]   train-auc:0.900832±0.000928 test-auc:0.823194±0.004436 
[462]   train-auc:0.900875±0.000927 test-auc:0.823244±0.004486 
[463]   train-auc:0.900933±0.000954 test-auc:0.823269±0.004515 
[464]   train-auc:0.900992±0.000936 test-auc:0.823288±0.004430 
[465]   train-auc:0.901049±0.000942 test-auc:0.823288±0.004534 
[466]   train-auc:0.901119±0.000932 test-auc:0.823275±0.004477 
[467]   train-auc:0.901144±0.000907 test-auc:0.823344±0.004463 
[468]   train-auc:0.901215±0.000907 test-auc:0.823275±0.004605 
[469]   train-auc:0.901314±0.000924 test-auc:0.823311±0.004579 
[470]   train-auc:0.901366±0.000912 test-auc:0.823371±0.004587 
[471]   train-auc:0.901457±0.000906 test-auc:0.823473±0.004714 
[472]   train-auc:0.901581±0.000910 test-auc:0.823546±0.004833 
[473]   train-auc:0.901634±0.000939 test-auc:0.823562±0.004882 
[474]   train-auc:0.901698±0.000946 test-auc:0.823614±0.004887 
[475]   train-auc:0.901794±0.000950 test-auc:0.823624±0.004904 
[476]   train-auc:0.901883±0.000920 test-auc:0.823633±0.004806 
[477]   train-auc:0.901969±0.001005 test-auc:0.823699±0.004811 
[478]   train-auc:0.902051±0.000988 test-auc:0.823578±0.004735 
[479]   train-auc:0.902094±0.000983 test-auc:0.823531±0.004726 
[480]   train-auc:0.902147±0.001005 test-auc:0.823566±0.004757 
[481]   train-auc:0.902199±0.000980 test-auc:0.823711±0.004781 
[482]   train-auc:0.902251±0.001005 test-auc:0.823703±0.004744 
[483]   train-auc:0.902315±0.001010 test-auc:0.823710±0.004755 
[484]   train-auc:0.902374±0.001012 test-auc:0.823725±0.004791 
[485]   train-auc:0.902472±0.001003 test-auc:0.823808±0.004878 
[486]   train-auc:0.902512±0.001003 test-auc:0.823746±0.004833 
[487]   train-auc:0.902577±0.001026 test-auc:0.823814±0.004674 
[488]   train-auc:0.902643±0.001007 test-auc:0.823810±0.004755 
[489]   train-auc:0.902719±0.001004 test-auc:0.823749±0.004799 
[490]   train-auc:0.902812±0.000961 test-auc:0.823694±0.004852 
[491]   train-auc:0.902891±0.000961 test-auc:0.823791±0.004859 
[492]   train-auc:0.902948±0.000964 test-auc:0.823764±0.004910 
[493]   train-auc:0.903018±0.000946 test-auc:0.823790±0.004930 
[494]   train-auc:0.903081±0.000943 test-auc:0.823878±0.005004 
[495]   train-auc:0.903137±0.000938 test-auc:0.823855±0.005085 
[496]   train-auc:0.903206±0.000975 test-auc:0.823872±0.005017 
[497]   train-auc:0.903287±0.000997 test-auc:0.823907±0.004998 
[498]   train-auc:0.903347±0.000975 test-auc:0.823883±0.004991 
[499]   train-auc:0.903437±0.000964 test-auc:0.823860±0.005107 
[500]   train-auc:0.903504±0.000959 test-auc:0.823907±0.005131 
[501]   train-auc:0.903573±0.000944 test-auc:0.823840±0.005048 
[502]   train-auc:0.903603±0.000942 test-auc:0.823863±0.005078 
[503]   train-auc:0.903630±0.000938 test-auc:0.823875±0.005006 
[504]   train-auc:0.903698±0.001000 test-auc:0.823859±0.004862 
[505]   train-auc:0.903754±0.001001 test-auc:0.823816±0.004805 
[506]   train-auc:0.903806±0.000985 test-auc:0.823844±0.004868 
[507]   train-auc:0.903882±0.000959 test-auc:0.823912±0.004876 
[508]   train-auc:0.903927±0.000933 test-auc:0.823877±0.004849 
[509]   train-auc:0.903970±0.000977 test-auc:0.823865±0.004902 
[510]   train-auc:0.904025±0.000971 test-auc:0.823897±0.004927 
[511]   train-auc:0.904109±0.000899 test-auc:0.823882±0.004943 
[512]   train-auc:0.904162±0.000872 test-auc:0.823945±0.004970 
[513]   train-auc:0.904215±0.000882 test-auc:0.823923±0.005062 
[514]   train-auc:0.904290±0.000867 test-auc:0.823966±0.005093 
[515]   train-auc:0.904349±0.000885 test-auc:0.823928±0.005314 
[516]   train-auc:0.904399±0.000883 test-auc:0.823928±0.005217 
[517]   train-auc:0.904452±0.000912 test-auc:0.823904±0.005177 
[518]   train-auc:0.904517±0.000893 test-auc:0.823873±0.005149 
[519]   train-auc:0.904559±0.000880 test-auc:0.823901±0.005186 
[520]   train-auc:0.904625±0.000892 test-auc:0.823913±0.005312 
[521]   train-auc:0.904676±0.000874 test-auc:0.823888±0.005289 
[522]   train-auc:0.904735±0.000838 test-auc:0.823841±0.005288 
[523]   train-auc:0.904785±0.000819 test-auc:0.823859±0.005257 
[524]   train-auc:0.904828±0.000829 test-auc:0.823914±0.005207 
[525]   train-auc:0.904870±0.000815 test-auc:0.823934±0.005222 
[526]   train-auc:0.904917±0.000841 test-auc:0.823985±0.005317 
[527]   train-auc:0.904986±0.000841 test-auc:0.823933±0.005308 
[528]   train-auc:0.905042±0.000826 test-auc:0.823927±0.005277 
[529]   train-auc:0.905101±0.000800 test-auc:0.823932±0.005231 
[530]   train-auc:0.905178±0.000794 test-auc:0.823927±0.005259 
[531]   train-auc:0.905226±0.000814 test-auc:0.823932±0.005301 
[532]   train-auc:0.905269±0.000806 test-auc:0.823932±0.005310 
[533]   train-auc:0.905335±0.000835 test-auc:0.823878±0.005260 
[534]   train-auc:0.905376±0.000832 test-auc:0.823852±0.005187 
[535]   train-auc:0.905412±0.000833 test-auc:0.823857±0.005266 
[536]   train-auc:0.905491±0.000840 test-auc:0.823934±0.005277 
[537]   train-auc:0.905534±0.000840 test-auc:0.823857±0.005274 
[538]   train-auc:0.905578±0.000827 test-auc:0.823821±0.005306 
[539]   train-auc:0.905626±0.000802 test-auc:0.823780±0.005342 
[540]   train-auc:0.905680±0.000809 test-auc:0.823661±0.005268 
[541]   train-auc:0.905697±0.000821 test-auc:0.823651±0.005235 
[542]   train-auc:0.905756±0.000841 test-auc:0.823744±0.005249 
[543]   train-auc:0.905778±0.000827 test-auc:0.823711±0.005227 
[544]   train-auc:0.905833±0.000831 test-auc:0.823651±0.005264 
[545]   train-auc:0.905870±0.000797 test-auc:0.823686±0.005259 
[546]   train-auc:0.905924±0.000803 test-auc:0.823697±0.005193 
[547]   train-auc:0.905979±0.000804 test-auc:0.823689±0.005268 
[548]   train-auc:0.906053±0.000784 test-auc:0.823707±0.005238 
[549]   train-auc:0.906120±0.000814 test-auc:0.823611±0.005278 
[550]   train-auc:0.906178±0.000780 test-auc:0.823677±0.005258 
[551]   train-auc:0.906246±0.000768 test-auc:0.823655±0.005281 
[552]   train-auc:0.906298±0.000782 test-auc:0.823676±0.005177 
[553]   train-auc:0.906419±0.000768 test-auc:0.823820±0.005105 
[554]   train-auc:0.906498±0.000763 test-auc:0.823753±0.005048 
[555]   train-auc:0.906576±0.000743 test-auc:0.823878±0.004989 
[556]   train-auc:0.906659±0.000730 test-auc:0.823861±0.005027 
[557]   train-auc:0.906710±0.000753 test-auc:0.823873±0.005063 
[558]   train-auc:0.906784±0.000774 test-auc:0.823929±0.005027 
[559]   train-auc:0.906870±0.000756 test-auc:0.823901±0.005134 
[560]   train-auc:0.906950±0.000787 test-auc:0.823868±0.005187 
[561]   train-auc:0.907017±0.000811 test-auc:0.823817±0.005302 
[562]   train-auc:0.907087±0.000806 test-auc:0.823836±0.005314 
[563]   train-auc:0.907147±0.000818 test-auc:0.823830±0.005300 
[564]   train-auc:0.907208±0.000812 test-auc:0.823787±0.005291 
[565]   train-auc:0.907269±0.000820 test-auc:0.823747±0.005266 
[566]   train-auc:0.907351±0.000824 test-auc:0.823745±0.005240 
[567]   train-auc:0.907410±0.000811 test-auc:0.823734±0.005195 
[568]   train-auc:0.907453±0.000815 test-auc:0.823756±0.005201 
[569]   train-auc:0.907495±0.000793 test-auc:0.823810±0.005132 
[570]   train-auc:0.907555±0.000750 test-auc:0.823769±0.005188 
[571]   train-auc:0.907615±0.000743 test-auc:0.823754±0.005181 
[572]   train-auc:0.907645±0.000739 test-auc:0.823756±0.005164 
[573]   train-auc:0.907695±0.000744 test-auc:0.823792±0.005188 
[574]   train-auc:0.907741±0.000754 test-auc:0.823762±0.005257 
[575]   train-auc:0.907779±0.000746 test-auc:0.823738±0.005231 
[576]   train-auc:0.907860±0.000749 test-auc:0.823743±0.005207 
[577]   train-auc:0.907919±0.000736 test-auc:0.823818±0.005268 
[578]   train-auc:0.907973±0.000730 test-auc:0.823766±0.005272 
[579]   train-auc:0.908027±0.000747 test-auc:0.823806±0.005199 
[580]   train-auc:0.908062±0.000736 test-auc:0.823751±0.005210 
[581]   train-auc:0.908105±0.000764 test-auc:0.823811±0.005256 
[582]   train-auc:0.908166±0.000798 test-auc:0.823776±0.005189 
[583]   train-auc:0.908224±0.000798 test-auc:0.823783±0.005135 
[584]   train-auc:0.908286±0.000802 test-auc:0.823812±0.005149 
[585]   train-auc:0.908334±0.000806 test-auc:0.823773±0.005124 
[586]   train-auc:0.908418±0.000772 test-auc:0.823898±0.005151 
[587]   train-auc:0.908438±0.000759 test-auc:0.823893±0.005182 
[588]   train-auc:0.908482±0.000756 test-auc:0.823958±0.005266 
[589]   train-auc:0.908574±0.000796 test-auc:0.823919±0.005350 
[590]   train-auc:0.908647±0.000766 test-auc:0.823871±0.005330 
[591]   train-auc:0.908689±0.000739 test-auc:0.823876±0.005343 
[592]   train-auc:0.908762±0.000747 test-auc:0.823898±0.005468 
[593]   train-auc:0.908826±0.000764 test-auc:0.823904±0.005402 
[594]   train-auc:0.908915±0.000739 test-auc:0.823884±0.005355 
[595]   train-auc:0.908955±0.000733 test-auc:0.823879±0.005334 
[596]   train-auc:0.908989±0.000719 test-auc:0.823864±0.005356 
[597]   train-auc:0.909060±0.000711 test-auc:0.823885±0.005400 
[598]   train-auc:0.909136±0.000692 test-auc:0.823875±0.005360 
[599]   train-auc:0.909173±0.000703 test-auc:0.823828±0.005331 
[600]   train-auc:0.909207±0.000698 test-auc:0.823871±0.005276 
[601]   train-auc:0.909298±0.000683 test-auc:0.823930±0.005362 
[602]   train-auc:0.909344±0.000662 test-auc:0.823963±0.005356 
[603]   train-auc:0.909419±0.000700 test-auc:0.823953±0.005347 
[604]   train-auc:0.909459±0.000690 test-auc:0.824096±0.005386 
[605]   train-auc:0.909513±0.000709 test-auc:0.824072±0.005312 
[606]   train-auc:0.909554±0.000688 test-auc:0.824081±0.005358 
[607]   train-auc:0.909613±0.000659 test-auc:0.824088±0.005356 
[608]   train-auc:0.909655±0.000660 test-auc:0.824107±0.005259 
[609]   train-auc:0.909731±0.000678 test-auc:0.824176±0.005240 
[610]   train-auc:0.909771±0.000693 test-auc:0.824199±0.005375 
[611]   train-auc:0.909810±0.000679 test-auc:0.824182±0.005338 
[612]   train-auc:0.909851±0.000676 test-auc:0.824240±0.005332 
[613]   train-auc:0.909896±0.000674 test-auc:0.824192±0.005254 
[614]   train-auc:0.909960±0.000642 test-auc:0.824232±0.005329 
[615]   train-auc:0.910032±0.000660 test-auc:0.824276±0.005228 
[616]   train-auc:0.910109±0.000695 test-auc:0.824236±0.005307 
[617]   train-auc:0.910162±0.000722 test-auc:0.824205±0.005353 
[618]   train-auc:0.910234±0.000738 test-auc:0.824192±0.005280 
[619]   train-auc:0.910273±0.000740 test-auc:0.824183±0.005318 
[620]   train-auc:0.910326±0.000754 test-auc:0.824161±0.005355 
[621]   train-auc:0.910386±0.000737 test-auc:0.824123±0.005366 
[622]   train-auc:0.910425±0.000728 test-auc:0.824156±0.005322 
[623]   train-auc:0.910457±0.000716 test-auc:0.824146±0.005339 
[624]   train-auc:0.910511±0.000714 test-auc:0.824166±0.005251 
[625]   train-auc:0.910589±0.000771 test-auc:0.824224±0.005130 
[626]   train-auc:0.910642±0.000735 test-auc:0.824405±0.005270 
[627]   train-auc:0.910702±0.000728 test-auc:0.824405±0.005290 
[628]   train-auc:0.910737±0.000722 test-auc:0.824402±0.005271 
[629]   train-auc:0.910770±0.000724 test-auc:0.824419±0.005349 
[630]   train-auc:0.910814±0.000733 test-auc:0.824425±0.005321 
[631]   train-auc:0.910902±0.000745 test-auc:0.824518±0.005307 
[632]   train-auc:0.910972±0.000742 test-auc:0.824492±0.005262 
[633]   train-auc:0.911024±0.000725 test-auc:0.824541±0.005194 
[634]   train-auc:0.911081±0.000734 test-auc:0.824593±0.005196 
[635]   train-auc:0.911143±0.000728 test-auc:0.824529±0.005266 
[636]   train-auc:0.911178±0.000709 test-auc:0.824514±0.005219 
[637]   train-auc:0.911204±0.000718 test-auc:0.824454±0.005167 
[638]   train-auc:0.911222±0.000744 test-auc:0.824456±0.005143 
[639]   train-auc:0.911296±0.000790 test-auc:0.824540±0.005230 
[640]   train-auc:0.911328±0.000782 test-auc:0.824505±0.005235 
[641]   train-auc:0.911366±0.000753 test-auc:0.824452±0.005324 
[642]   train-auc:0.911422±0.000755 test-auc:0.824411±0.005286 
[643]   train-auc:0.911461±0.000742 test-auc:0.824427±0.005353 
[644]   train-auc:0.911522±0.000746 test-auc:0.824430±0.005365 
[645]   train-auc:0.911583±0.000766 test-auc:0.824370±0.005338 
[646]   train-auc:0.911608±0.000785 test-auc:0.824389±0.005331 
[647]   train-auc:0.911644±0.000771 test-auc:0.824344±0.005230 
[648]   train-auc:0.911687±0.000767 test-auc:0.824291±0.005248 
[649]   train-auc:0.911725±0.000751 test-auc:0.824320±0.005270 
[650]   train-auc:0.911772±0.000741 test-auc:0.824359±0.005285 
[651]   train-auc:0.911822±0.000739 test-auc:0.824344±0.005324 
[652]   train-auc:0.911881±0.000748 test-auc:0.824292±0.005334 
[653]   train-auc:0.911934±0.000734 test-auc:0.824269±0.005353 
[654]   train-auc:0.911980±0.000736 test-auc:0.824302±0.005342 
[655]   train-auc:0.912043±0.000759 test-auc:0.824299±0.005361 
[656]   train-auc:0.912072±0.000766 test-auc:0.824319±0.005287 
[657]   train-auc:0.912127±0.000787 test-auc:0.824289±0.005351 
[658]   train-auc:0.912175±0.000770 test-auc:0.824328±0.005347 
[659]   train-auc:0.912248±0.000758 test-auc:0.824466±0.005317 
[660]   train-auc:0.912308±0.000761 test-auc:0.824464±0.005329 
[661]   train-auc:0.912343±0.000777 test-auc:0.824505±0.005278 
[662]   train-auc:0.912410±0.000799 test-auc:0.824494±0.005329 
[663]   train-auc:0.912457±0.000794 test-auc:0.824510±0.005343 
[664]   train-auc:0.912492±0.000770 test-auc:0.824548±0.005407 
[665]   train-auc:0.912533±0.000773 test-auc:0.824539±0.005441 
[666]   train-auc:0.912591±0.000791 test-auc:0.824548±0.005475 
[667]   train-auc:0.912628±0.000791 test-auc:0.824476±0.005519 
[668]   train-auc:0.912676±0.000777 test-auc:0.824523±0.005608 
[669]   train-auc:0.912714±0.000760 test-auc:0.824556±0.005601 
[670]   train-auc:0.912757±0.000774 test-auc:0.824526±0.005585 
[671]   train-auc:0.912800±0.000778 test-auc:0.824487±0.005512 
[672]   train-auc:0.912846±0.000766 test-auc:0.824546±0.005538 
[673]   train-auc:0.912903±0.000750 test-auc:0.824491±0.005530 
[674]   train-auc:0.912960±0.000752 test-auc:0.824499±0.005466 
[675]   train-auc:0.913029±0.000746 test-auc:0.824453±0.005465 
[676]   train-auc:0.913059±0.000740 test-auc:0.824408±0.005408 
[677]   train-auc:0.913099±0.000759 test-auc:0.824423±0.005447 
[678]   train-auc:0.913175±0.000762 test-auc:0.824448±0.005276 
[679]   train-auc:0.913208±0.000747 test-auc:0.824585±0.005220 
[680]   train-auc:0.913257±0.000770 test-auc:0.824524±0.005378 
[681]   train-auc:0.913328±0.000823 test-auc:0.824541±0.005385 
[682]   train-auc:0.913365±0.000800 test-auc:0.824539±0.005398 
[683]   train-auc:0.913392±0.000780 test-auc:0.824544±0.005393 
[684]   train-auc:0.913453±0.000800 test-auc:0.824523±0.005396 
[685]   train-auc:0.913493±0.000791 test-auc:0.824492±0.005446 
[686]   train-auc:0.913514±0.000802 test-auc:0.824599±0.005485 
[687]   train-auc:0.913573±0.000794 test-auc:0.824572±0.005506 
[688]   train-auc:0.913587±0.000781 test-auc:0.824578±0.005487 
[689]   train-auc:0.913629±0.000785 test-auc:0.824614±0.005535 
[690]   train-auc:0.913687±0.000785 test-auc:0.824559±0.005457 
[691]   train-auc:0.913786±0.000867 test-auc:0.824533±0.005465 
[692]   train-auc:0.913812±0.000861 test-auc:0.824538±0.005502 
[693]   train-auc:0.913849±0.000847 test-auc:0.824537±0.005512 
[694]   train-auc:0.913883±0.000849 test-auc:0.824493±0.005445 
[695]   train-auc:0.913905±0.000854 test-auc:0.824448±0.005466 
[696]   train-auc:0.913940±0.000861 test-auc:0.824417±0.005434 
[697]   train-auc:0.913971±0.000882 test-auc:0.824410±0.005432 
[698]   train-auc:0.914014±0.000905 test-auc:0.824408±0.005365 
[699]   train-auc:0.914069±0.000919 test-auc:0.824391±0.005398 
[700]   train-auc:0.914091±0.000900 test-auc:0.824383±0.005325 
[701]   train-auc:0.914137±0.000898 test-auc:0.824376±0.005315 
[702]   train-auc:0.914188±0.000877 test-auc:0.824398±0.005261 
[703]   train-auc:0.914215±0.000883 test-auc:0.824349±0.005291 
[704]   train-auc:0.914283±0.000862 test-auc:0.824434±0.005243 
[705]   train-auc:0.914324±0.000873 test-auc:0.824381±0.005237 
[706]   train-auc:0.914372±0.000899 test-auc:0.824380±0.005260 
[707]   train-auc:0.914427±0.000910 test-auc:0.824367±0.005202 
[708]   train-auc:0.914460±0.000891 test-auc:0.824397±0.005127 
[709]   train-auc:0.914478±0.000907 test-auc:0.824410±0.004981 
[710]   train-auc:0.914521±0.000904 test-auc:0.824369±0.004915 
[711]   train-auc:0.914604±0.000885 test-auc:0.824464±0.004914 
[712]   train-auc:0.914645±0.000883 test-auc:0.824497±0.004977 
[713]   train-auc:0.914678±0.000859 test-auc:0.824477±0.005005 
[714]   train-auc:0.914712±0.000866 test-auc:0.824473±0.004959 
[715]   train-auc:0.914776±0.000851 test-auc:0.824493±0.004889 
[716]   train-auc:0.914817±0.000863 test-auc:0.824430±0.004931 
[717]   train-auc:0.914859±0.000860 test-auc:0.824438±0.004928 
[718]   train-auc:0.914887±0.000859 test-auc:0.824424±0.004910 
[719]   train-auc:0.914915±0.000861 test-auc:0.824480±0.004803 
[720]   train-auc:0.914955±0.000856 test-auc:0.824471±0.004871 
[721]   train-auc:0.915005±0.000859 test-auc:0.824461±0.004896 
[722]   train-auc:0.915047±0.000834 test-auc:0.824409±0.004922 
[723]   train-auc:0.915091±0.000830 test-auc:0.824459±0.004894 
[724]   train-auc:0.915132±0.000827 test-auc:0.824429±0.004915 
[725]   train-auc:0.915168±0.000839 test-auc:0.824461±0.004972 
[726]   train-auc:0.915245±0.000839 test-auc:0.824429±0.005039 
[727]   train-auc:0.915287±0.000865 test-auc:0.824496±0.005068 
[728]   train-auc:0.915336±0.000858 test-auc:0.824483±0.005042 
[729]   train-auc:0.915401±0.000879 test-auc:0.824345±0.004981 
[730]   train-auc:0.915455±0.000919 test-auc:0.824360±0.004910 
[731]   train-auc:0.915482±0.000933 test-auc:0.824454±0.004969 
[732]   train-auc:0.915514±0.000933 test-auc:0.824465±0.004938 
[733]   train-auc:0.915536±0.000944 test-auc:0.824458±0.004914 
[734]   train-auc:0.915583±0.000961 test-auc:0.824465±0.004858 
[735]   train-auc:0.915624±0.000959 test-auc:0.824413±0.004874 
[736]   train-auc:0.915649±0.000939 test-auc:0.824501±0.004893 
[737]   train-auc:0.915691±0.000950 test-auc:0.824512±0.004974 
[738]   train-auc:0.915737±0.000931 test-auc:0.824525±0.004932 
[739]   train-auc:0.915780±0.000905 test-auc:0.824564±0.004992 
[740]   train-auc:0.915840±0.000908 test-auc:0.824613±0.005003 
[741]   train-auc:0.915885±0.000912 test-auc:0.824667±0.004940 
[742]   train-auc:0.915946±0.000912 test-auc:0.824733±0.004957 
[743]   train-auc:0.915985±0.000904 test-auc:0.824793±0.004923 
[744]   train-auc:0.916044±0.000871 test-auc:0.824877±0.004966 
[745]   train-auc:0.916082±0.000879 test-auc:0.824905±0.005051 
[746]   train-auc:0.916106±0.000885 test-auc:0.824813±0.004980 
[747]   train-auc:0.916176±0.000864 test-auc:0.824891±0.004997 
[748]   train-auc:0.916268±0.000828 test-auc:0.824799±0.004967 
[749]   train-auc:0.916306±0.000827 test-auc:0.824836±0.004942 
[750]   train-auc:0.916367±0.000810 test-auc:0.824781±0.005001 
[751]   train-auc:0.916384±0.000812 test-auc:0.824810±0.004959 
[752]   train-auc:0.916430±0.000843 test-auc:0.824784±0.004951 
[753]   train-auc:0.916464±0.000835 test-auc:0.824778±0.004991 
[754]   train-auc:0.916490±0.000816 test-auc:0.824801±0.005025 
[755]   train-auc:0.916532±0.000826 test-auc:0.824739±0.005043 
[756]   train-auc:0.916574±0.000826 test-auc:0.824813±0.004998 
[757]   train-auc:0.916592±0.000843 test-auc:0.824743±0.004997 
[758]   train-auc:0.916627±0.000838 test-auc:0.824813±0.005068 
[759]   train-auc:0.916678±0.000840 test-auc:0.824806±0.005072 
[760]   train-auc:0.916758±0.000874 test-auc:0.824893±0.005079 
[761]   train-auc:0.916800±0.000889 test-auc:0.824947±0.005059 
[762]   train-auc:0.916818±0.000892 test-auc:0.824990±0.005013 
[763]   train-auc:0.916854±0.000887 test-auc:0.824981±0.005071 
[764]   train-auc:0.916901±0.000858 test-auc:0.825002±0.005075 
[765]   train-auc:0.916950±0.000816 test-auc:0.825002±0.005136 
[766]   train-auc:0.916989±0.000815 test-auc:0.824923±0.005103 
[767]   train-auc:0.917046±0.000843 test-auc:0.824893±0.005091 
[768]   train-auc:0.917090±0.000854 test-auc:0.824952±0.004958 
[769]   train-auc:0.917134±0.000841 test-auc:0.824973±0.004978 
[770]   train-auc:0.917173±0.000849 test-auc:0.824927±0.004980 
[771]   train-auc:0.917240±0.000848 test-auc:0.824899±0.004983 
[772]   train-auc:0.917275±0.000863 test-auc:0.824929±0.004998 
[773]   train-auc:0.917301±0.000863 test-auc:0.824962±0.005079 
[774]   train-auc:0.917388±0.000835 test-auc:0.824874±0.005069 
[775]   train-auc:0.917432±0.000837 test-auc:0.824950±0.005152 
[776]   train-auc:0.917467±0.000860 test-auc:0.824940±0.005179 
[777]   train-auc:0.917506±0.000846 test-auc:0.824957±0.005218 
[778]   train-auc:0.917535±0.000855 test-auc:0.824985±0.005217 
[779]   train-auc:0.917578±0.000858 test-auc:0.825003±0.005146 
[780]   train-auc:0.917609±0.000872 test-auc:0.824963±0.005195 
[781]   train-auc:0.917648±0.000849 test-auc:0.824952±0.005212 
[782]   train-auc:0.917691±0.000833 test-auc:0.825001±0.005260 
[783]   train-auc:0.917726±0.000839 test-auc:0.825005±0.005318 
[784]   train-auc:0.917778±0.000825 test-auc:0.824976±0.005314 
[785]   train-auc:0.917819±0.000833 test-auc:0.824911±0.005381 
[786]   train-auc:0.917858±0.000831 test-auc:0.824947±0.005389 
[787]   train-auc:0.917894±0.000827 test-auc:0.824976±0.005393 
[788]   train-auc:0.917971±0.000804 test-auc:0.824905±0.005348 
[789]   train-auc:0.917989±0.000810 test-auc:0.824977±0.005364 
[790]   train-auc:0.918025±0.000798 test-auc:0.824973±0.005362 
[791]   train-auc:0.918039±0.000803 test-auc:0.824963±0.005355 
[792]   train-auc:0.918074±0.000807 test-auc:0.824954±0.005337 
[793]   train-auc:0.918105±0.000825 test-auc:0.824928±0.005345 
[794]   train-auc:0.918131±0.000825 test-auc:0.824889±0.005383 
[795]   train-auc:0.918164±0.000815 test-auc:0.824856±0.005383 
[796]   train-auc:0.918249±0.000827 test-auc:0.824916±0.005513 
[797]   train-auc:0.918280±0.000824 test-auc:0.824957±0.005419 
[798]   train-auc:0.918353±0.000839 test-auc:0.824905±0.005376 
[799]   train-auc:0.918380±0.000863 test-auc:0.825021±0.005433 
[800]   train-auc:0.918413±0.000852 test-auc:0.825017±0.005455 
[801]   train-auc:0.918447±0.000840 test-auc:0.825008±0.005483 
[802]   train-auc:0.918486±0.000833 test-auc:0.824985±0.005495 
[803]   train-auc:0.918548±0.000836 test-auc:0.824954±0.005409 
[804]   train-auc:0.918607±0.000799 test-auc:0.825034±0.005370 
[805]   train-auc:0.918630±0.000821 test-auc:0.825051±0.005440 
[806]   train-auc:0.918666±0.000826 test-auc:0.825026±0.005460 
[807]   train-auc:0.918699±0.000836 test-auc:0.824995±0.005422 
[808]   train-auc:0.918737±0.000854 test-auc:0.824959±0.005505 
[809]   train-auc:0.918771±0.000843 test-auc:0.824924±0.005524 
[810]   train-auc:0.918822±0.000816 test-auc:0.824897±0.005530 
[811]   train-auc:0.918852±0.000817 test-auc:0.824865±0.005595 
[812]   train-auc:0.918894±0.000808 test-auc:0.824815±0.005539 
[813]   train-auc:0.918928±0.000811 test-auc:0.824831±0.005552 
[814]   train-auc:0.918953±0.000791 test-auc:0.824858±0.005483 
[815]   train-auc:0.918994±0.000788 test-auc:0.824938±0.005460 
[816]   train-auc:0.919026±0.000794 test-auc:0.824873±0.005421 
[817]   train-auc:0.919104±0.000787 test-auc:0.824796±0.005445 
[818]   train-auc:0.919127±0.000772 test-auc:0.824838±0.005424 
[819]   train-auc:0.919181±0.000788 test-auc:0.824915±0.005488 
[820]   train-auc:0.919232±0.000797 test-auc:0.824980±0.005456 
[821]   train-auc:0.919286±0.000808 test-auc:0.825004±0.005404 
[822]   train-auc:0.919316±0.000844 test-auc:0.825013±0.005378 
[823]   train-auc:0.919365±0.000831 test-auc:0.824975±0.005417 
[824]   train-auc:0.919407±0.000823 test-auc:0.824968±0.005417 
[825]   train-auc:0.919474±0.000802 test-auc:0.824888±0.005376 
[826]   train-auc:0.919547±0.000778 test-auc:0.824911±0.005346 
[827]   train-auc:0.919586±0.000751 test-auc:0.824822±0.005445 
[828]   train-auc:0.919622±0.000779 test-auc:0.824814±0.005394 
[829]   train-auc:0.919681±0.000793 test-auc:0.824836±0.005406 
[830]   train-auc:0.919705±0.000802 test-auc:0.824831±0.005472 
[831]   train-auc:0.919751±0.000778 test-auc:0.824843±0.005512 
[832]   train-auc:0.919784±0.000791 test-auc:0.824829±0.005478 
[833]   train-auc:0.919798±0.000793 test-auc:0.824849±0.005465 
[834]   train-auc:0.919833±0.000818 test-auc:0.824936±0.005534 
[835]   train-auc:0.919859±0.000818 test-auc:0.824930±0.005495 
[836]   train-auc:0.919894±0.000804 test-auc:0.824956±0.005471 
[837]   train-auc:0.919930±0.000806 test-auc:0.824894±0.005466 
[838]   train-auc:0.919964±0.000796 test-auc:0.824935±0.005525 
[839]   train-auc:0.920013±0.000781 test-auc:0.824956±0.005534 
[840]   train-auc:0.920065±0.000759 test-auc:0.824919±0.005578 
[841]   train-auc:0.920126±0.000781 test-auc:0.824859±0.005560 
[842]   train-auc:0.920165±0.000775 test-auc:0.824864±0.005584 
[843]   train-auc:0.920201±0.000769 test-auc:0.824801±0.005609 
[844]   train-auc:0.920247±0.000768 test-auc:0.824816±0.005606 
[845]   train-auc:0.920292±0.000753 test-auc:0.824847±0.005584 
[846]   train-auc:0.920361±0.000769 test-auc:0.824884±0.005683 
[847]   train-auc:0.920438±0.000721 test-auc:0.824871±0.005656 
[848]   train-auc:0.920455±0.000716 test-auc:0.824841±0.005650 
[849]   train-auc:0.920485±0.000724 test-auc:0.824887±0.005770 
[850]   train-auc:0.920510±0.000716 test-auc:0.824920±0.005760 
[851]   train-auc:0.920561±0.000695 test-auc:0.824903±0.005760 
[852]   train-auc:0.920599±0.000687 test-auc:0.824908±0.005788 
[853]   train-auc:0.920637±0.000709 test-auc:0.824970±0.005678 
[854]   train-auc:0.920674±0.000693 test-auc:0.824968±0.005681 
[855]   train-auc:0.920699±0.000704 test-auc:0.824926±0.005688 
[856]   train-auc:0.920760±0.000741 test-auc:0.824979±0.005626 
[857]   train-auc:0.920769±0.000738 test-auc:0.824933±0.005580 
[858]   train-auc:0.920797±0.000724 test-auc:0.824925±0.005613 
[859]   train-auc:0.920828±0.000732 test-auc:0.824913±0.005576 
[860]   train-auc:0.920897±0.000759 test-auc:0.824975±0.005622 
[861]   train-auc:0.920918±0.000772 test-auc:0.825029±0.005665 
[862]   train-auc:0.920954±0.000767 test-auc:0.824989±0.005639 
[863]   train-auc:0.921021±0.000769 test-auc:0.824957±0.005641 
[864]   train-auc:0.921063±0.000776 test-auc:0.824972±0.005637 
[865]   train-auc:0.921090±0.000784 test-auc:0.825007±0.005667 
[866]   train-auc:0.921127±0.000796 test-auc:0.824975±0.005670 
[867]   train-auc:0.921151±0.000799 test-auc:0.825033±0.005626 
[868]   train-auc:0.921209±0.000837 test-auc:0.825027±0.005588 
[869]   train-auc:0.921245±0.000847 test-auc:0.824957±0.005529 
[870]   train-auc:0.921279±0.000826 test-auc:0.824926±0.005543 
[871]   train-auc:0.921314±0.000813 test-auc:0.824977±0.005547 
[872]   train-auc:0.921356±0.000821 test-auc:0.825014±0.005544 
[873]   train-auc:0.921406±0.000832 test-auc:0.824957±0.005522 
[874]   train-auc:0.921456±0.000849 test-auc:0.824965±0.005535 
[875]   train-auc:0.921478±0.000845 test-auc:0.824900±0.005547 
[876]   train-auc:0.921498±0.000821 test-auc:0.824850±0.005495 
[877]   train-auc:0.921525±0.000838 test-auc:0.824837±0.005469 
[878]   train-auc:0.921554±0.000849 test-auc:0.824813±0.005385 
[879]   train-auc:0.921583±0.000850 test-auc:0.824825±0.005371 
[880]   train-auc:0.921624±0.000839 test-auc:0.824823±0.005370 
[881]   train-auc:0.921640±0.000867 test-auc:0.824817±0.005345 
[882]   train-auc:0.921652±0.000873 test-auc:0.824773±0.005343 
[883]   train-auc:0.921679±0.000869 test-auc:0.824719±0.005300 
[884]   train-auc:0.921760±0.000848 test-auc:0.824752±0.005375 
[885]   train-auc:0.921805±0.000831 test-auc:0.824666±0.005355 
[886]   train-auc:0.921842±0.000844 test-auc:0.824727±0.005359 
[887]   train-auc:0.921870±0.000836 test-auc:0.824732±0.005388 
[888]   train-auc:0.921902±0.000865 test-auc:0.824795±0.005359 
[889]   train-auc:0.921920±0.000880 test-auc:0.824792±0.005351 
[890]   train-auc:0.921955±0.000879 test-auc:0.824839±0.005332 
[891]   train-auc:0.921994±0.000883 test-auc:0.824847±0.005342 
[892]   train-auc:0.922039±0.000874 test-auc:0.824794±0.005315 
[893]   train-auc:0.922088±0.000851 test-auc:0.824813±0.005309 
[894]   train-auc:0.922126±0.000855 test-auc:0.824892±0.005346 
[895]   train-auc:0.922175±0.000837 test-auc:0.824870±0.005382 
[896]   train-auc:0.922215±0.000835 test-auc:0.824935±0.005367 
[897]   train-auc:0.922242±0.000837 test-auc:0.824890±0.005370 
[898]   train-auc:0.922263±0.000833 test-auc:0.824871±0.005406 
[899]   train-auc:0.922342±0.000834 test-auc:0.824906±0.005443 
[900]   train-auc:0.922371±0.000830 test-auc:0.824954±0.005526 
[901]   train-auc:0.922406±0.000832 test-auc:0.824965±0.005444 
[902]   train-auc:0.922428±0.000831 test-auc:0.824970±0.005516 
[903]   train-auc:0.922481±0.000851 test-auc:0.825020±0.005432 
[904]   train-auc:0.922523±0.000836 test-auc:0.825055±0.005403 
[905]   train-auc:0.922551±0.000820 test-auc:0.825086±0.005387 
[906]   train-auc:0.922585±0.000801 test-auc:0.825089±0.005455 
[907]   train-auc:0.922610±0.000795 test-auc:0.825084±0.005512 
[908]   train-auc:0.922661±0.000771 test-auc:0.825105±0.005485 
[909]   train-auc:0.922699±0.000785 test-auc:0.825099±0.005498 
[910]   train-auc:0.922755±0.000783 test-auc:0.825040±0.005479 
[911]   train-auc:0.922798±0.000763 test-auc:0.825039±0.005437 
[912]   train-auc:0.922847±0.000742 test-auc:0.825033±0.005492 
[913]   train-auc:0.922873±0.000743 test-auc:0.825025±0.005533 
[914]   train-auc:0.922887±0.000738 test-auc:0.825020±0.005555 
[915]   train-auc:0.922930±0.000746 test-auc:0.825052±0.005528 
[916]   train-auc:0.922971±0.000753 test-auc:0.825014±0.005477 
[917]   train-auc:0.923024±0.000733 test-auc:0.824992±0.005641 
[918]   train-auc:0.923063±0.000746 test-auc:0.825025±0.005513 
[919]   train-auc:0.923120±0.000763 test-auc:0.824983±0.005537 
[920]   train-auc:0.923183±0.000752 test-auc:0.824929±0.005553 
[921]   train-auc:0.923203±0.000765 test-auc:0.824892±0.005489 
[922]   train-auc:0.923230±0.000778 test-auc:0.824902±0.005496 
[923]   train-auc:0.923248±0.000780 test-auc:0.824902±0.005499 
[924]   train-auc:0.923304±0.000783 test-auc:0.824907±0.005460 
[925]   train-auc:0.923342±0.000806 test-auc:0.824874±0.005484 
[926]   train-auc:0.923395±0.000815 test-auc:0.824880±0.005523 
[927]   train-auc:0.923439±0.000830 test-auc:0.824885±0.005483 
[928]   train-auc:0.923471±0.000833 test-auc:0.824860±0.005441 
[929]   train-auc:0.923529±0.000821 test-auc:0.824799±0.005438 
[930]   train-auc:0.923554±0.000829 test-auc:0.824826±0.005473 
[931]   train-auc:0.923597±0.000800 test-auc:0.824924±0.005458 
[932]   train-auc:0.923625±0.000816 test-auc:0.824954±0.005433 
[933]   train-auc:0.923651±0.000840 test-auc:0.824946±0.005453 
[934]   train-auc:0.923680±0.000858 test-auc:0.824936±0.005426 
[935]   train-auc:0.923721±0.000861 test-auc:0.825003±0.005508 
[936]   train-auc:0.923749±0.000847 test-auc:0.825066±0.005486 
[937]   train-auc:0.923795±0.000858 test-auc:0.825069±0.005509 
[938]   train-auc:0.923835±0.000856 test-auc:0.825034±0.005503 
[939]   train-auc:0.923862±0.000852 test-auc:0.825045±0.005433 
[940]   train-auc:0.923891±0.000842 test-auc:0.825067±0.005485 
[941]   train-auc:0.923922±0.000861 test-auc:0.825101±0.005513 
[942]   train-auc:0.923969±0.000833 test-auc:0.825145±0.005610 
[943]   train-auc:0.924016±0.000820 test-auc:0.825137±0.005580 
[944]   train-auc:0.924046±0.000837 test-auc:0.825125±0.005581 
[945]   train-auc:0.924078±0.000807 test-auc:0.825061±0.005586 
[946]   train-auc:0.924103±0.000801 test-auc:0.825086±0.005594 
[947]   train-auc:0.924124±0.000806 test-auc:0.825080±0.005539 
[948]   train-auc:0.924186±0.000812 test-auc:0.825025±0.005559 
[949]   train-auc:0.924222±0.000815 test-auc:0.825000±0.005636 
[950]   train-auc:0.924253±0.000820 test-auc:0.825034±0.005642 
[951]   train-auc:0.924278±0.000842 test-auc:0.825066±0.005591 
[952]   train-auc:0.924306±0.000832 test-auc:0.825088±0.005608 
[953]   train-auc:0.924350±0.000830 test-auc:0.825074±0.005659 
[954]   train-auc:0.924388±0.000847 test-auc:0.825116±0.005606 
[955]   train-auc:0.924421±0.000826 test-auc:0.825085±0.005603 
[956]   train-auc:0.924444±0.000831 test-auc:0.825059±0.005636 
[957]   train-auc:0.924477±0.000842 test-auc:0.825064±0.005652 
[958]   train-auc:0.924505±0.000827 test-auc:0.825026±0.005631 
[959]   train-auc:0.924551±0.000859 test-auc:0.824998±0.005547 
[960]   train-auc:0.924578±0.000876 test-auc:0.824967±0.005628 
[961]   train-auc:0.924611±0.000878 test-auc:0.824942±0.005719 
[962]   train-auc:0.924650±0.000874 test-auc:0.824986±0.005712 
[963]   train-auc:0.924722±0.000873 test-auc:0.825027±0.005739 
[964]   train-auc:0.924776±0.000879 test-auc:0.824986±0.005712 
[965]   train-auc:0.924782±0.000890 test-auc:0.824974±0.005768 
[966]   train-auc:0.924812±0.000890 test-auc:0.825004±0.005773 
[967]   train-auc:0.924826±0.000903 test-auc:0.824971±0.005749 
[968]   train-auc:0.924846±0.000902 test-auc:0.825035±0.005716 
[969]   train-auc:0.924898±0.000899 test-auc:0.825075±0.005712 
[970]   train-auc:0.924945±0.000887 test-auc:0.825041±0.005645 
[971]   train-auc:0.924980±0.000889 test-auc:0.825070±0.005699 
[972]   train-auc:0.925015±0.000894 test-auc:0.825110±0.005781 
[973]   train-auc:0.925045±0.000880 test-auc:0.825124±0.005795 
[974]   train-auc:0.925094±0.000873 test-auc:0.825115±0.005719 
[975]   train-auc:0.925115±0.000878 test-auc:0.825160±0.005695 
[976]   train-auc:0.925157±0.000859 test-auc:0.825202±0.005727 
[977]   train-auc:0.925203±0.000861 test-auc:0.825203±0.005675 
[978]   train-auc:0.925265±0.000855 test-auc:0.825253±0.005658 
[979]   train-auc:0.925310±0.000851 test-auc:0.825220±0.005628 
[980]   train-auc:0.925330±0.000858 test-auc:0.825201±0.005611 
[981]   train-auc:0.925353±0.000865 test-auc:0.825203±0.005559 
[982]   train-auc:0.925385±0.000871 test-auc:0.825169±0.005582 
[983]   train-auc:0.925416±0.000862 test-auc:0.825138±0.005572 
[984]   train-auc:0.925438±0.000875 test-auc:0.825134±0.005516 
[985]   train-auc:0.925480±0.000875 test-auc:0.825069±0.005515 
[986]   train-auc:0.925534±0.000885 test-auc:0.825010±0.005480 
[987]   train-auc:0.925574±0.000860 test-auc:0.825066±0.005415 
[988]   train-auc:0.925603±0.000855 test-auc:0.825050±0.005423 
[989]   train-auc:0.925631±0.000860 test-auc:0.825047±0.005455 
[990]   train-auc:0.925659±0.000876 test-auc:0.825026±0.005401 
[991]   train-auc:0.925706±0.000867 test-auc:0.825051±0.005417 
[992]   train-auc:0.925746±0.000856 test-auc:0.824986±0.005416 
[993]   train-auc:0.925783±0.000873 test-auc:0.824984±0.005259 
[994]   train-auc:0.925828±0.000892 test-auc:0.824977±0.005321 
[995]   train-auc:0.925866±0.000877 test-auc:0.825034±0.005277 
[996]   train-auc:0.925900±0.000850 test-auc:0.825041±0.005269 
[997]   train-auc:0.925934±0.000837 test-auc:0.825048±0.005267 
[998]   train-auc:0.925948±0.000845 test-auc:0.825133±0.005326 
[999]   train-auc:0.925969±0.000847 test-auc:0.825141±0.005326 
[1000]  train-auc:0.925995±0.000837 test-auc:0.825077±0.005287 
[1001]  train-auc:0.926032±0.000843 test-auc:0.825124±0.005316 
[1002]  train-auc:0.926065±0.000830 test-auc:0.825103±0.005354 
[1003]  train-auc:0.926103±0.000800 test-auc:0.825137±0.005350 
[1004]  train-auc:0.926137±0.000803 test-auc:0.825105±0.005314 
[1005]  train-auc:0.926159±0.000799 test-auc:0.825091±0.005278 
[1006]  train-auc:0.926198±0.000788 test-auc:0.825045±0.005264 
[1007]  train-auc:0.926270±0.000817 test-auc:0.825127±0.005334 
[1008]  train-auc:0.926302±0.000818 test-auc:0.825152±0.005313 
[1009]  train-auc:0.926313±0.000840 test-auc:0.825198±0.005328 
[1010]  train-auc:0.926358±0.000840 test-auc:0.825209±0.005279 
[1011]  train-auc:0.926396±0.000861 test-auc:0.825210±0.005323 
[1012]  train-auc:0.926434±0.000845 test-auc:0.825191±0.005369 
[1013]  train-auc:0.926465±0.000830 test-auc:0.825172±0.005376 
[1014]  train-auc:0.926482±0.000837 test-auc:0.825133±0.005455 
[1015]  train-auc:0.926492±0.000827 test-auc:0.825145±0.005427 
[1016]  train-auc:0.926525±0.000845 test-auc:0.825163±0.005408 
[1017]  train-auc:0.926557±0.000846 test-auc:0.825163±0.005425 
[1018]  train-auc:0.926584±0.000858 test-auc:0.825172±0.005367 
[1019]  train-auc:0.926633±0.000867 test-auc:0.825152±0.005328 
[1020]  train-auc:0.926655±0.000865 test-auc:0.825203±0.005335 
[1021]  train-auc:0.926668±0.000858 test-auc:0.825183±0.005325 
[1022]  train-auc:0.926695±0.000864 test-auc:0.825214±0.005312 
[1023]  train-auc:0.926736±0.000867 test-auc:0.825311±0.005387 
[1024]  train-auc:0.926762±0.000875 test-auc:0.825297±0.005374 
[1025]  train-auc:0.926774±0.000881 test-auc:0.825270±0.005381 
[1026]  train-auc:0.926815±0.000886 test-auc:0.825273±0.005437 
[1027]  train-auc:0.926836±0.000883 test-auc:0.825353±0.005405 
[1028]  train-auc:0.926863±0.000897 test-auc:0.825328±0.005350 
[1029]  train-auc:0.926889±0.000916 test-auc:0.825245±0.005321 
[1030]  train-auc:0.926917±0.000899 test-auc:0.825247±0.005307 
[1031]  train-auc:0.926938±0.000894 test-auc:0.825237±0.005286 
[1032]  train-auc:0.926987±0.000899 test-auc:0.825240±0.005209 
[1033]  train-auc:0.927005±0.000896 test-auc:0.825253±0.005160 
[1034]  train-auc:0.927050±0.000904 test-auc:0.825298±0.005196 
[1035]  train-auc:0.927086±0.000893 test-auc:0.825294±0.005123 
[1036]  train-auc:0.927123±0.000886 test-auc:0.825308±0.005138 
[1037]  train-auc:0.927158±0.000892 test-auc:0.825408±0.005190 
[1038]  train-auc:0.927194±0.000892 test-auc:0.825389±0.005160 
[1039]  train-auc:0.927227±0.000891 test-auc:0.825402±0.005094 
[1040]  train-auc:0.927236±0.000895 test-auc:0.825396±0.005128 
[1041]  train-auc:0.927275±0.000895 test-auc:0.825391±0.005074 
[1042]  train-auc:0.927319±0.000899 test-auc:0.825383±0.005053 
[1043]  train-auc:0.927370±0.000871 test-auc:0.825354±0.005138 
[1044]  train-auc:0.927393±0.000878 test-auc:0.825333±0.005148 
[1045]  train-auc:0.927438±0.000875 test-auc:0.825402±0.005197 
[1046]  train-auc:0.927455±0.000872 test-auc:0.825408±0.005204 
[1047]  train-auc:0.927496±0.000857 test-auc:0.825437±0.005200 
[1048]  train-auc:0.927516±0.000861 test-auc:0.825459±0.005153 
[1049]  train-auc:0.927542±0.000870 test-auc:0.825495±0.005117 
[1050]  train-auc:0.927579±0.000881 test-auc:0.825484±0.005143 
[1051]  train-auc:0.927638±0.000864 test-auc:0.825500±0.005089 
[1052]  train-auc:0.927665±0.000862 test-auc:0.825449±0.005096 
[1053]  train-auc:0.927708±0.000865 test-auc:0.825493±0.005096 
[1054]  train-auc:0.927748±0.000864 test-auc:0.825519±0.005099 
[1055]  train-auc:0.927777±0.000860 test-auc:0.825525±0.005151 
[1056]  train-auc:0.927804±0.000875 test-auc:0.825516±0.005151 
[1057]  train-auc:0.927871±0.000869 test-auc:0.825543±0.005184 
[1058]  train-auc:0.927916±0.000881 test-auc:0.825599±0.005176 
[1059]  train-auc:0.927925±0.000888 test-auc:0.825606±0.005160 
[1060]  train-auc:0.927946±0.000925 test-auc:0.825545±0.005196 
[1061]  train-auc:0.927980±0.000913 test-auc:0.825574±0.005219 
[1062]  train-auc:0.928021±0.000912 test-auc:0.825580±0.005203 
[1063]  train-auc:0.928059±0.000911 test-auc:0.825652±0.005191 
[1064]  train-auc:0.928086±0.000924 test-auc:0.825703±0.005253 
[1065]  train-auc:0.928120±0.000909 test-auc:0.825629±0.005263 
[1066]  train-auc:0.928147±0.000913 test-auc:0.825668±0.005383 
[1067]  train-auc:0.928203±0.000952 test-auc:0.825648±0.005431 
[1068]  train-auc:0.928243±0.000971 test-auc:0.825724±0.005447 
[1069]  train-auc:0.928272±0.000966 test-auc:0.825733±0.005383 
[1070]  train-auc:0.928290±0.000965 test-auc:0.825775±0.005352 
[1071]  train-auc:0.928332±0.000976 test-auc:0.825783±0.005411 
[1072]  train-auc:0.928377±0.000961 test-auc:0.825742±0.005378 
[1073]  train-auc:0.928411±0.000945 test-auc:0.825734±0.005372 
[1074]  train-auc:0.928446±0.000940 test-auc:0.825817±0.005383 
[1075]  train-auc:0.928492±0.000945 test-auc:0.825850±0.005430 
[1076]  train-auc:0.928521±0.000953 test-auc:0.825939±0.005350 
[1077]  train-auc:0.928545±0.000963 test-auc:0.825903±0.005400 
[1078]  train-auc:0.928585±0.000952 test-auc:0.825960±0.005421 
[1079]  train-auc:0.928612±0.000961 test-auc:0.825892±0.005467 
[1080]  train-auc:0.928641±0.000982 test-auc:0.825900±0.005422 
[1081]  train-auc:0.928683±0.000983 test-auc:0.825860±0.005444 
[1082]  train-auc:0.928710±0.000966 test-auc:0.825848±0.005431 
[1083]  train-auc:0.928756±0.000980 test-auc:0.825897±0.005440 
[1084]  train-auc:0.928792±0.000989 test-auc:0.825957±0.005381 
[1085]  train-auc:0.928818±0.000980 test-auc:0.825966±0.005358 
[1086]  train-auc:0.928864±0.001015 test-auc:0.825952±0.005289 
[1087]  train-auc:0.928888±0.001020 test-auc:0.825906±0.005401 
[1088]  train-auc:0.928936±0.001018 test-auc:0.826026±0.005415 
[1089]  train-auc:0.928964±0.001020 test-auc:0.825991±0.005464 
[1090]  train-auc:0.928990±0.001022 test-auc:0.825931±0.005406 
[1091]  train-auc:0.929026±0.001034 test-auc:0.825947±0.005375 
[1092]  train-auc:0.929046±0.001028 test-auc:0.825933±0.005414 
[1093]  train-auc:0.929075±0.001010 test-auc:0.825917±0.005437 
[1094]  train-auc:0.929107±0.000984 test-auc:0.825897±0.005447 
[1095]  train-auc:0.929135±0.000995 test-auc:0.825928±0.005490 
[1096]  train-auc:0.929178±0.000981 test-auc:0.825937±0.005493 
[1097]  train-auc:0.929227±0.000998 test-auc:0.825961±0.005501 
[1098]  train-auc:0.929274±0.001019 test-auc:0.826004±0.005406 
[1099]  train-auc:0.929296±0.001016 test-auc:0.825994±0.005414 
[1100]  train-auc:0.929306±0.001017 test-auc:0.826016±0.005379 
[1101]  train-auc:0.929324±0.001020 test-auc:0.826018±0.005372 
[1102]  train-auc:0.929357±0.001012 test-auc:0.826014±0.005389 
[1103]  train-auc:0.929386±0.001004 test-auc:0.825984±0.005430 
[1104]  train-auc:0.929409±0.001015 test-auc:0.826041±0.005471 
[1105]  train-auc:0.929431±0.001019 test-auc:0.826081±0.005481 
[1106]  train-auc:0.929467±0.001010 test-auc:0.826070±0.005420 
[1107]  train-auc:0.929548±0.001055 test-auc:0.826182±0.005481 
[1108]  train-auc:0.929587±0.001073 test-auc:0.826126±0.005473 
[1109]  train-auc:0.929621±0.001080 test-auc:0.826096±0.005427 
[1110]  train-auc:0.929657±0.001075 test-auc:0.826032±0.005408 
[1111]  train-auc:0.929694±0.001091 test-auc:0.826091±0.005396 
[1112]  train-auc:0.929721±0.001096 test-auc:0.826151±0.005403 
[1113]  train-auc:0.929743±0.001100 test-auc:0.826133±0.005409 
[1114]  train-auc:0.929789±0.001114 test-auc:0.826162±0.005381 
[1115]  train-auc:0.929830±0.001107 test-auc:0.826186±0.005423 
[1116]  train-auc:0.929856±0.001123 test-auc:0.826169±0.005491 
[1117]  train-auc:0.929881±0.001121 test-auc:0.826131±0.005428 
[1118]  train-auc:0.929896±0.001109 test-auc:0.826171±0.005458 
[1119]  train-auc:0.929915±0.001105 test-auc:0.826211±0.005426 
[1120]  train-auc:0.929946±0.001099 test-auc:0.826189±0.005373 
[1121]  train-auc:0.929977±0.001111 test-auc:0.826204±0.005332 
[1122]  train-auc:0.929988±0.001114 test-auc:0.826200±0.005332 
[1123]  train-auc:0.930036±0.001094 test-auc:0.826194±0.005321 
[1124]  train-auc:0.930065±0.001085 test-auc:0.826220±0.005311 
[1125]  train-auc:0.930105±0.001076 test-auc:0.826205±0.005340 
[1126]  train-auc:0.930143±0.001055 test-auc:0.826189±0.005357 
[1127]  train-auc:0.930169±0.001057 test-auc:0.826154±0.005269 
[1128]  train-auc:0.930182±0.001072 test-auc:0.826207±0.005304 
[1129]  train-auc:0.930211±0.001080 test-auc:0.826267±0.005251 
[1130]  train-auc:0.930242±0.001079 test-auc:0.826226±0.005243 
[1131]  train-auc:0.930251±0.001072 test-auc:0.826218±0.005250 
[1132]  train-auc:0.930286±0.001066 test-auc:0.826185±0.005222 
[1133]  train-auc:0.930300±0.001062 test-auc:0.826195±0.005270 
[1134]  train-auc:0.930327±0.001056 test-auc:0.826186±0.005233 
[1135]  train-auc:0.930367±0.001053 test-auc:0.826229±0.005356 
[1136]  train-auc:0.930388±0.001067 test-auc:0.826273±0.005340 
[1137]  train-auc:0.930411±0.001057 test-auc:0.826261±0.005316 
[1138]  train-auc:0.930442±0.001068 test-auc:0.826215±0.005404 
[1139]  train-auc:0.930488±0.001052 test-auc:0.826221±0.005386 
[1140]  train-auc:0.930508±0.001053 test-auc:0.826210±0.005400 
[1141]  train-auc:0.930542±0.001058 test-auc:0.826198±0.005432 
[1142]  train-auc:0.930589±0.001054 test-auc:0.826266±0.005430 
[1143]  train-auc:0.930605±0.001039 test-auc:0.826297±0.005471 
[1144]  train-auc:0.930635±0.001038 test-auc:0.826255±0.005424 
[1145]  train-auc:0.930663±0.001019 test-auc:0.826228±0.005392 
[1146]  train-auc:0.930712±0.001028 test-auc:0.826251±0.005380 
[1147]  train-auc:0.930728±0.001028 test-auc:0.826256±0.005391 
[1148]  train-auc:0.930764±0.001007 test-auc:0.826263±0.005419 
[1149]  train-auc:0.930774±0.001009 test-auc:0.826268±0.005404 
[1150]  train-auc:0.930799±0.000994 test-auc:0.826253±0.005381 
[1151]  train-auc:0.930826±0.000985 test-auc:0.826190±0.005365 
[1152]  train-auc:0.930864±0.001009 test-auc:0.826200±0.005382 
[1153]  train-auc:0.930897±0.000974 test-auc:0.826208±0.005380 
[1154]  train-auc:0.930924±0.000982 test-auc:0.826317±0.005297 
[1155]  train-auc:0.930961±0.000985 test-auc:0.826425±0.005386 
[1156]  train-auc:0.930989±0.000989 test-auc:0.826407±0.005393 
[1157]  train-auc:0.931016±0.000984 test-auc:0.826383±0.005386 
[1158]  train-auc:0.931070±0.000967 test-auc:0.826422±0.005430 
[1159]  train-auc:0.931096±0.000966 test-auc:0.826403±0.005493 
[1160]  train-auc:0.931131±0.000960 test-auc:0.826420±0.005460 
[1161]  train-auc:0.931148±0.000949 test-auc:0.826425±0.005465 
[1162]  train-auc:0.931165±0.000941 test-auc:0.826387±0.005475 
[1163]  train-auc:0.931188±0.000926 test-auc:0.826373±0.005440 
[1164]  train-auc:0.931197±0.000929 test-auc:0.826362±0.005465 
[1165]  train-auc:0.931255±0.000941 test-auc:0.826373±0.005438 
[1166]  train-auc:0.931283±0.000943 test-auc:0.826406±0.005447 
[1167]  train-auc:0.931301±0.000940 test-auc:0.826415±0.005420 
[1168]  train-auc:0.931314±0.000941 test-auc:0.826487±0.005414 
[1169]  train-auc:0.931339±0.000946 test-auc:0.826425±0.005384 
[1170]  train-auc:0.931373±0.000949 test-auc:0.826382±0.005372 
[1171]  train-auc:0.931409±0.000943 test-auc:0.826407±0.005403 
[1172]  train-auc:0.931450±0.000917 test-auc:0.826398±0.005372 
[1173]  train-auc:0.931489±0.000918 test-auc:0.826338±0.005319 
[1174]  train-auc:0.931505±0.000910 test-auc:0.826330±0.005314 
[1175]  train-auc:0.931513±0.000913 test-auc:0.826317±0.005262 
[1176]  train-auc:0.931538±0.000896 test-auc:0.826321±0.005296 
[1177]  train-auc:0.931556±0.000905 test-auc:0.826313±0.005334 
[1178]  train-auc:0.931578±0.000916 test-auc:0.826306±0.005307 
[1179]  train-auc:0.931596±0.000928 test-auc:0.826313±0.005322 
[1180]  train-auc:0.931620±0.000926 test-auc:0.826266±0.005316 
[1181]  train-auc:0.931641±0.000917 test-auc:0.826249±0.005348 
[1182]  train-auc:0.931662±0.000922 test-auc:0.826258±0.005357 
[1183]  train-auc:0.931689±0.000920 test-auc:0.826234±0.005430 
[1184]  train-auc:0.931714±0.000912 test-auc:0.826232±0.005440 
[1185]  train-auc:0.931731±0.000917 test-auc:0.826205±0.005451 
[1186]  train-auc:0.931742±0.000919 test-auc:0.826211±0.005419 
[1187]  train-auc:0.931794±0.000907 test-auc:0.826148±0.005390 
[1188]  train-auc:0.931807±0.000908 test-auc:0.826140±0.005348 
[1189]  train-auc:0.931825±0.000904 test-auc:0.826151±0.005379 
[1190]  train-auc:0.931837±0.000905 test-auc:0.826151±0.005293 
[1191]  train-auc:0.931863±0.000910 test-auc:0.826127±0.005291 
[1192]  train-auc:0.931896±0.000888 test-auc:0.826193±0.005258 
[1193]  train-auc:0.931932±0.000889 test-auc:0.826185±0.005199 
[1194]  train-auc:0.931965±0.000920 test-auc:0.826173±0.005106 
[1195]  train-auc:0.931981±0.000914 test-auc:0.826211±0.005113 
[1196]  train-auc:0.931995±0.000908 test-auc:0.826210±0.005125 
[1197]  train-auc:0.932040±0.000900 test-auc:0.826287±0.005144 
[1198]  train-auc:0.932078±0.000893 test-auc:0.826299±0.005158 
[1199]  train-auc:0.932097±0.000901 test-auc:0.826299±0.005166 
[1200]  train-auc:0.932129±0.000875 test-auc:0.826385±0.005088 
[1201]  train-auc:0.932144±0.000874 test-auc:0.826380±0.005089 
[1202]  train-auc:0.932181±0.000869 test-auc:0.826377±0.005172 
[1203]  train-auc:0.932204±0.000864 test-auc:0.826364±0.005173 
[1204]  train-auc:0.932242±0.000873 test-auc:0.826415±0.005068 
[1205]  train-auc:0.932270±0.000861 test-auc:0.826431±0.005082 
[1206]  train-auc:0.932300±0.000858 test-auc:0.826469±0.005100 
[1207]  train-auc:0.932331±0.000859 test-auc:0.826481±0.005040 
[1208]  train-auc:0.932392±0.000870 test-auc:0.826559±0.005134 
[1209]  train-auc:0.932441±0.000871 test-auc:0.826564±0.005111 
[1210]  train-auc:0.932464±0.000869 test-auc:0.826548±0.005091 
[1211]  train-auc:0.932520±0.000847 test-auc:0.826532±0.005165 
[1212]  train-auc:0.932550±0.000843 test-auc:0.826479±0.005117 
[1213]  train-auc:0.932562±0.000848 test-auc:0.826462±0.005167 
[1214]  train-auc:0.932591±0.000846 test-auc:0.826460±0.005091 
[1215]  train-auc:0.932655±0.000886 test-auc:0.826525±0.005056 
[1216]  train-auc:0.932686±0.000885 test-auc:0.826558±0.005001 
[1217]  train-auc:0.932727±0.000925 test-auc:0.826547±0.004933 
[1218]  train-auc:0.932752±0.000915 test-auc:0.826499±0.004927 
[1219]  train-auc:0.932783±0.000912 test-auc:0.826519±0.005010 
[1220]  train-auc:0.932803±0.000919 test-auc:0.826544±0.005047 
[1221]  train-auc:0.932829±0.000925 test-auc:0.826538±0.005045 
[1222]  train-auc:0.932860±0.000916 test-auc:0.826504±0.005023 
[1223]  train-auc:0.932893±0.000918 test-auc:0.826564±0.004991 
[1224]  train-auc:0.932912±0.000912 test-auc:0.826555±0.004995 
[1225]  train-auc:0.932930±0.000909 test-auc:0.826515±0.004983 
[1226]  train-auc:0.932945±0.000883 test-auc:0.826551±0.004952 
[1227]  train-auc:0.932966±0.000892 test-auc:0.826504±0.004959 
[1228]  train-auc:0.932986±0.000867 test-auc:0.826557±0.004979 
[1229]  train-auc:0.933007±0.000877 test-auc:0.826560±0.004965 
[1230]  train-auc:0.933050±0.000915 test-auc:0.826559±0.004953 
[1231]  train-auc:0.933077±0.000925 test-auc:0.826541±0.004938 
[1232]  train-auc:0.933095±0.000936 test-auc:0.826538±0.004973 
[1233]  train-auc:0.933110±0.000928 test-auc:0.826595±0.005031 
[1234]  train-auc:0.933129±0.000922 test-auc:0.826570±0.005069 
[1235]  train-auc:0.933159±0.000933 test-auc:0.826591±0.005062 
[1236]  train-auc:0.933178±0.000944 test-auc:0.826601±0.005064 
[1237]  train-auc:0.933198±0.000935 test-auc:0.826565±0.005059 
[1238]  train-auc:0.933223±0.000945 test-auc:0.826526±0.005083 
[1239]  train-auc:0.933238±0.000939 test-auc:0.826534±0.005066 
[1240]  train-auc:0.933262±0.000941 test-auc:0.826537±0.005036 
[1241]  train-auc:0.933278±0.000940 test-auc:0.826541±0.005029 
[1242]  train-auc:0.933310±0.000946 test-auc:0.826559±0.005017 
[1243]  train-auc:0.933351±0.000927 test-auc:0.826571±0.005006 
[1244]  train-auc:0.933375±0.000935 test-auc:0.826549±0.005041 
[1245]  train-auc:0.933398±0.000948 test-auc:0.826544±0.005015 
[1246]  train-auc:0.933438±0.000952 test-auc:0.826582±0.005040 
[1247]  train-auc:0.933453±0.000953 test-auc:0.826592±0.005064 
[1248]  train-auc:0.933486±0.000940 test-auc:0.826538±0.005061 
[1249]  train-auc:0.933508±0.000950 test-auc:0.826567±0.005135 
[1250]  train-auc:0.933560±0.000942 test-auc:0.826601±0.005167 
[1251]  train-auc:0.933575±0.000951 test-auc:0.826645±0.005164 
[1252]  train-auc:0.933595±0.000946 test-auc:0.826652±0.005134 
[1253]  train-auc:0.933612±0.000947 test-auc:0.826654±0.005135 
[1254]  train-auc:0.933639±0.000930 test-auc:0.826710±0.005148 
[1255]  train-auc:0.933659±0.000920 test-auc:0.826740±0.005130 
[1256]  train-auc:0.933682±0.000906 test-auc:0.826803±0.005164 
[1257]  train-auc:0.933712±0.000900 test-auc:0.826794±0.005170 
[1258]  train-auc:0.933746±0.000895 test-auc:0.826819±0.005173 
[1259]  train-auc:0.933776±0.000912 test-auc:0.826776±0.005243 
[1260]  train-auc:0.933787±0.000917 test-auc:0.826753±0.005200 
[1261]  train-auc:0.933817±0.000920 test-auc:0.826762±0.005220 
[1262]  train-auc:0.933846±0.000920 test-auc:0.826758±0.005212 
[1263]  train-auc:0.933862±0.000918 test-auc:0.826779±0.005178 
[1264]  train-auc:0.933873±0.000922 test-auc:0.826794±0.005198 
[1265]  train-auc:0.933900±0.000933 test-auc:0.826770±0.005186 
[1266]  train-auc:0.933922±0.000936 test-auc:0.826769±0.005196 
[1267]  train-auc:0.933942±0.000928 test-auc:0.826749±0.005235 
[1268]  train-auc:0.933961±0.000936 test-auc:0.826708±0.005268 
[1269]  train-auc:0.933978±0.000922 test-auc:0.826727±0.005323 
[1270]  train-auc:0.934009±0.000913 test-auc:0.826736±0.005306 
[1271]  train-auc:0.934032±0.000912 test-auc:0.826709±0.005292 
[1272]  train-auc:0.934076±0.000887 test-auc:0.826681±0.005335 
[1273]  train-auc:0.934092±0.000874 test-auc:0.826688±0.005289 
[1274]  train-auc:0.934113±0.000860 test-auc:0.826737±0.005324 
[1275]  train-auc:0.934131±0.000862 test-auc:0.826704±0.005262 
[1276]  train-auc:0.934144±0.000856 test-auc:0.826687±0.005235 
[1277]  train-auc:0.934179±0.000857 test-auc:0.826711±0.005250 
[1278]  train-auc:0.934201±0.000850 test-auc:0.826689±0.005223 
[1279]  train-auc:0.934232±0.000867 test-auc:0.826683±0.005206 
[1280]  train-auc:0.934242±0.000863 test-auc:0.826668±0.005220 
[1281]  train-auc:0.934258±0.000864 test-auc:0.826642±0.005240 
[1282]  train-auc:0.934289±0.000852 test-auc:0.826670±0.005212 
[1283]  train-auc:0.934310±0.000843 test-auc:0.826636±0.005222 
[1284]  train-auc:0.934318±0.000834 test-auc:0.826658±0.005201 
[1285]  train-auc:0.934334±0.000831 test-auc:0.826630±0.005186 
[1286]  train-auc:0.934355±0.000829 test-auc:0.826587±0.005230 
[1287]  train-auc:0.934368±0.000829 test-auc:0.826657±0.005217 
[1288]  train-auc:0.934385±0.000841 test-auc:0.826646±0.005199 
[1289]  train-auc:0.934420±0.000832 test-auc:0.826648±0.005090 
[1290]  train-auc:0.934458±0.000829 test-auc:0.826658±0.005165 
[1291]  train-auc:0.934486±0.000822 test-auc:0.826741±0.005299 
[1292]  train-auc:0.934506±0.000818 test-auc:0.826703±0.005251 
[1293]  train-auc:0.934518±0.000817 test-auc:0.826749±0.005218 
[1294]  train-auc:0.934541±0.000817 test-auc:0.826747±0.005201 
[1295]  train-auc:0.934574±0.000830 test-auc:0.826821±0.005166 
[1296]  train-auc:0.934600±0.000846 test-auc:0.826794±0.005176 
[1297]  train-auc:0.934648±0.000847 test-auc:0.826806±0.005190 
[1298]  train-auc:0.934666±0.000847 test-auc:0.826806±0.005177 
[1299]  train-auc:0.934699±0.000833 test-auc:0.826804±0.005197 
[1300]  train-auc:0.934723±0.000822 test-auc:0.826821±0.005161 
[1301]  train-auc:0.934739±0.000830 test-auc:0.826808±0.005218 
[1302]  train-auc:0.934783±0.000834 test-auc:0.826834±0.005187 
[1303]  train-auc:0.934816±0.000839 test-auc:0.826855±0.005255 
[1304]  train-auc:0.934834±0.000847 test-auc:0.826844±0.005256 
[1305]  train-auc:0.934865±0.000841 test-auc:0.826850±0.005225 
[1306]  train-auc:0.934876±0.000851 test-auc:0.826837±0.005254 
[1307]  train-auc:0.934891±0.000851 test-auc:0.826797±0.005247 
[1308]  train-auc:0.934912±0.000848 test-auc:0.826792±0.005263 
[1309]  train-auc:0.934938±0.000849 test-auc:0.826828±0.005302 
[1310]  train-auc:0.934971±0.000832 test-auc:0.826871±0.005355 
[1311]  train-auc:0.934987±0.000826 test-auc:0.826897±0.005411 
[1312]  train-auc:0.935022±0.000824 test-auc:0.826910±0.005332 
[1313]  train-auc:0.935027±0.000825 test-auc:0.826921±0.005399 
[1314]  train-auc:0.935060±0.000844 test-auc:0.826945±0.005471 
[1315]  train-auc:0.935094±0.000849 test-auc:0.826950±0.005499 
[1316]  train-auc:0.935112±0.000845 test-auc:0.826944±0.005372 
[1317]  train-auc:0.935141±0.000839 test-auc:0.826879±0.005344 
[1318]  train-auc:0.935165±0.000833 test-auc:0.826888±0.005295 
[1319]  train-auc:0.935186±0.000840 test-auc:0.826880±0.005280 
[1320]  train-auc:0.935216±0.000838 test-auc:0.826844±0.005339 
[1321]  train-auc:0.935242±0.000841 test-auc:0.826812±0.005364 
[1322]  train-auc:0.935270±0.000825 test-auc:0.826796±0.005371 
[1323]  train-auc:0.935296±0.000812 test-auc:0.826858±0.005413 
[1324]  train-auc:0.935319±0.000802 test-auc:0.826838±0.005437 
[1325]  train-auc:0.935344±0.000788 test-auc:0.826876±0.005464 
[1326]  train-auc:0.935369±0.000786 test-auc:0.826896±0.005504 
[1327]  train-auc:0.935400±0.000786 test-auc:0.826949±0.005472 
[1328]  train-auc:0.935426±0.000782 test-auc:0.826961±0.005507 
[1329]  train-auc:0.935441±0.000771 test-auc:0.826921±0.005465 
[1330]  train-auc:0.935461±0.000769 test-auc:0.826898±0.005411 
[1331]  train-auc:0.935478±0.000774 test-auc:0.826916±0.005402 
[1332]  train-auc:0.935518±0.000789 test-auc:0.826810±0.005458 
[1333]  train-auc:0.935546±0.000788 test-auc:0.826798±0.005470 
[1334]  train-auc:0.935573±0.000768 test-auc:0.826804±0.005453 
[1335]  train-auc:0.935616±0.000754 test-auc:0.826860±0.005484 
[1336]  train-auc:0.935647±0.000752 test-auc:0.826919±0.005467 
[1337]  train-auc:0.935673±0.000748 test-auc:0.826919±0.005478 
[1338]  train-auc:0.935706±0.000755 test-auc:0.826938±0.005473 
[1339]  train-auc:0.935729±0.000746 test-auc:0.826894±0.005425 
[1340]  train-auc:0.935755±0.000766 test-auc:0.826930±0.005477 
[1341]  train-auc:0.935798±0.000755 test-auc:0.826900±0.005571 
[1342]  train-auc:0.935811±0.000765 test-auc:0.826872±0.005575 
[1343]  train-auc:0.935823±0.000757 test-auc:0.826879±0.005529 
[1344]  train-auc:0.935839±0.000759 test-auc:0.826837±0.005508 
[1345]  train-auc:0.935856±0.000763 test-auc:0.826852±0.005516 
[1346]  train-auc:0.935893±0.000773 test-auc:0.826877±0.005545 
[1347]  train-auc:0.935910±0.000766 test-auc:0.826868±0.005604 
[1348]  train-auc:0.935933±0.000762 test-auc:0.826803±0.005596 
[1349]  train-auc:0.935973±0.000741 test-auc:0.826821±0.005656 
[1350]  train-auc:0.935989±0.000740 test-auc:0.826788±0.005599 
[1351]  train-auc:0.936015±0.000736 test-auc:0.826773±0.005603 
[1352]  train-auc:0.936043±0.000738 test-auc:0.826737±0.005619 
[1353]  train-auc:0.936094±0.000735 test-auc:0.826822±0.005693 
[1354]  train-auc:0.936119±0.000756 test-auc:0.826820±0.005661 
[1355]  train-auc:0.936146±0.000755 test-auc:0.826806±0.005681 
[1356]  train-auc:0.936160±0.000760 test-auc:0.826809±0.005686 
[1357]  train-auc:0.936207±0.000769 test-auc:0.826747±0.005660 
[1358]  train-auc:0.936226±0.000774 test-auc:0.826745±0.005700 
[1359]  train-auc:0.936240±0.000786 test-auc:0.826741±0.005716 
[1360]  train-auc:0.936264±0.000775 test-auc:0.826765±0.005651 
[1361]  train-auc:0.936282±0.000775 test-auc:0.826768±0.005651 
[1362]  train-auc:0.936303±0.000780 test-auc:0.826771±0.005718 
[1363]  train-auc:0.936329±0.000784 test-auc:0.826845±0.005728 
[1364]  train-auc:0.936359±0.000776 test-auc:0.826766±0.005844 
[1365]  train-auc:0.936376±0.000783 test-auc:0.826802±0.005890 
[1366]  train-auc:0.936412±0.000769 test-auc:0.826826±0.005892 
[1367]  train-auc:0.936444±0.000786 test-auc:0.826848±0.005924 
[1368]  train-auc:0.936457±0.000775 test-auc:0.826849±0.005893 
[1369]  train-auc:0.936480±0.000774 test-auc:0.826867±0.005902 
[1370]  train-auc:0.936518±0.000789 test-auc:0.826823±0.005824 
[1371]  train-auc:0.936540±0.000782 test-auc:0.826828±0.005815 
[1372]  train-auc:0.936573±0.000767 test-auc:0.826781±0.005819 
[1373]  train-auc:0.936596±0.000760 test-auc:0.826774±0.005825 
[1374]  train-auc:0.936606±0.000770 test-auc:0.826821±0.005824 
[1375]  train-auc:0.936643±0.000771 test-auc:0.826827±0.005862 
[1376]  train-auc:0.936683±0.000756 test-auc:0.826814±0.005864 
[1377]  train-auc:0.936705±0.000773 test-auc:0.826793±0.005792 
[1378]  train-auc:0.936732±0.000777 test-auc:0.826751±0.005727 
[1379]  train-auc:0.936744±0.000770 test-auc:0.826753±0.005717 
[1380]  train-auc:0.936764±0.000777 test-auc:0.826756±0.005643 
[1381]  train-auc:0.936786±0.000781 test-auc:0.826768±0.005696 
[1382]  train-auc:0.936812±0.000779 test-auc:0.826761±0.005727 
[1383]  train-auc:0.936828±0.000773 test-auc:0.826824±0.005760 
[1384]  train-auc:0.936837±0.000770 test-auc:0.826805±0.005779 
[1385]  train-auc:0.936858±0.000772 test-auc:0.826762±0.005752 
[1386]  train-auc:0.936885±0.000787 test-auc:0.826793±0.005795 
[1387]  train-auc:0.936893±0.000784 test-auc:0.826798±0.005782 
[1388]  train-auc:0.936914±0.000787 test-auc:0.826844±0.005824 
[1389]  train-auc:0.936942±0.000794 test-auc:0.826852±0.005830 
[1390]  train-auc:0.936981±0.000811 test-auc:0.826809±0.005834 
[1391]  train-auc:0.936999±0.000802 test-auc:0.826773±0.005825 
[1392]  train-auc:0.937039±0.000798 test-auc:0.826849±0.005825 
[1393]  train-auc:0.937064±0.000807 test-auc:0.826840±0.005758 
[1394]  train-auc:0.937094±0.000805 test-auc:0.826851±0.005798 
[1395]  train-auc:0.937100±0.000812 test-auc:0.826857±0.005810 
[1396]  train-auc:0.937130±0.000821 test-auc:0.826909±0.005800 
[1397]  train-auc:0.937161±0.000819 test-auc:0.826919±0.005858 
[1398]  train-auc:0.937183±0.000826 test-auc:0.826899±0.005903 
[1399]  train-auc:0.937202±0.000821 test-auc:0.826867±0.005927 
[1400]  train-auc:0.937219±0.000812 test-auc:0.826851±0.005917 
[1401]  train-auc:0.937237±0.000819 test-auc:0.826868±0.005857 
[1402]  train-auc:0.937260±0.000833 test-auc:0.826850±0.005918 
[1403]  train-auc:0.937281±0.000849 test-auc:0.826829±0.005935 
[1404]  train-auc:0.937323±0.000831 test-auc:0.826861±0.005968 
[1405]  train-auc:0.937359±0.000842 test-auc:0.826803±0.005984 
[1406]  train-auc:0.937375±0.000843 test-auc:0.826800±0.005986 
[1407]  train-auc:0.937407±0.000859 test-auc:0.826803±0.005970 
[1408]  train-auc:0.937423±0.000862 test-auc:0.826820±0.005931 
[1409]  train-auc:0.937433±0.000857 test-auc:0.826803±0.005996 
[1410]  train-auc:0.937452±0.000840 test-auc:0.826829±0.006033 
[1411]  train-auc:0.937472±0.000819 test-auc:0.826820±0.005981 
[1412]  train-auc:0.937488±0.000818 test-auc:0.826803±0.005876 
[1413]  train-auc:0.937520±0.000792 test-auc:0.826818±0.005848 
[1414]  train-auc:0.937544±0.000782 test-auc:0.826826±0.005850 
[1415]  train-auc:0.937558±0.000789 test-auc:0.826817±0.005863 
[1416]  train-auc:0.937561±0.000783 test-auc:0.826877±0.005786 
[1417]  train-auc:0.937583±0.000781 test-auc:0.826871±0.005757 
[1418]  train-auc:0.937622±0.000790 test-auc:0.826857±0.005715 
[1419]  train-auc:0.937636±0.000799 test-auc:0.826903±0.005712 
[1420]  train-auc:0.937664±0.000798 test-auc:0.826859±0.005708 
[1421]  train-auc:0.937699±0.000801 test-auc:0.826863±0.005679 
[1422]  train-auc:0.937723±0.000811 test-auc:0.826836±0.005690 
[1423]  train-auc:0.937735±0.000811 test-auc:0.826826±0.005651 
[1424]  train-auc:0.937743±0.000817 test-auc:0.826787±0.005678 
[1425]  train-auc:0.937752±0.000826 test-auc:0.826824±0.005637 
[1426]  train-auc:0.937765±0.000823 test-auc:0.826831±0.005614 
[1427]  train-auc:0.937800±0.000833 test-auc:0.826820±0.005716 
Stopping. Best iteration:
[1428]  train-auc:0.937846±0.000850 test-auc:0.826783±0.005694

[1428]  train-auc:0.937846±0.000850 test-auc:0.826783±0.005694 
Multiple eval metrics are present. Will use test_auc for early stopping.
Will train until test_auc hasn't improved in 100 rounds.

[1] train-auc:0.807460±0.005484 test-auc:0.788593±0.010221 
[2] train-auc:0.822050±0.004771 test-auc:0.799314±0.010851 
[3] train-auc:0.832638±0.004341 test-auc:0.808491±0.011302 
[4] train-auc:0.837709±0.003956 test-auc:0.810584±0.012111 
[5] train-auc:0.842401±0.004530 test-auc:0.812962±0.013021 
[6] train-auc:0.847337±0.004121 test-auc:0.815132±0.012047 
[7] train-auc:0.851483±0.002967 test-auc:0.817199±0.012023 
[8] train-auc:0.855235±0.003499 test-auc:0.818766±0.010409 
[9] train-auc:0.858122±0.003679 test-auc:0.819718±0.009788 
[10]    train-auc:0.860271±0.003351 test-auc:0.820651±0.009090 
[11]    train-auc:0.862960±0.003320 test-auc:0.822292±0.008429 
[12]    train-auc:0.864724±0.003407 test-auc:0.823253±0.008299 
[13]    train-auc:0.866841±0.003865 test-auc:0.823253±0.007745 
[14]    train-auc:0.869254±0.003608 test-auc:0.823291±0.007482 
[15]    train-auc:0.872188±0.003127 test-auc:0.824191±0.007605 
[16]    train-auc:0.874925±0.003213 test-auc:0.825624±0.007495 
[17]    train-auc:0.875739±0.003156 test-auc:0.825747±0.007523 
[18]    train-auc:0.877074±0.003073 test-auc:0.825819±0.008051 
[19]    train-auc:0.878245±0.002903 test-auc:0.825862±0.007744 
[20]    train-auc:0.879405±0.002743 test-auc:0.826007±0.007550 
[21]    train-auc:0.881323±0.003048 test-auc:0.826983±0.007794 
[22]    train-auc:0.882634±0.003250 test-auc:0.826993±0.007859 
[23]    train-auc:0.883863±0.003500 test-auc:0.827181±0.008027 
[24]    train-auc:0.885187±0.003745 test-auc:0.827434±0.008105 
[25]    train-auc:0.886611±0.003981 test-auc:0.827533±0.008354 
[26]    train-auc:0.887329±0.003719 test-auc:0.827720±0.008400 
[27]    train-auc:0.888362±0.003500 test-auc:0.827964±0.008507 
[28]    train-auc:0.889994±0.003778 test-auc:0.828723±0.008367 
[29]    train-auc:0.891379±0.003765 test-auc:0.828684±0.008741 
[30]    train-auc:0.893352±0.003546 test-auc:0.829777±0.009807 
[31]    train-auc:0.895001±0.003229 test-auc:0.830110±0.009204 
[32]    train-auc:0.896683±0.003809 test-auc:0.830686±0.008713 
[33]    train-auc:0.897745±0.004104 test-auc:0.830870±0.008960 
[34]    train-auc:0.898586±0.004056 test-auc:0.830888±0.008757 
[35]    train-auc:0.899793±0.004415 test-auc:0.830952±0.008115 
[36]    train-auc:0.901856±0.004452 test-auc:0.831885±0.007912 
[37]    train-auc:0.903153±0.004248 test-auc:0.832425±0.007726 
[38]    train-auc:0.905271±0.004399 test-auc:0.832882±0.006993 
[39]    train-auc:0.906077±0.004264 test-auc:0.833072±0.007006 
[40]    train-auc:0.906886±0.004203 test-auc:0.833329±0.007000 
[41]    train-auc:0.907681±0.004027 test-auc:0.833251±0.007213 
[42]    train-auc:0.908865±0.003734 test-auc:0.833846±0.007326 
[43]    train-auc:0.909511±0.003844 test-auc:0.833902±0.007362 
[44]    train-auc:0.910506±0.003819 test-auc:0.834047±0.006871 
[45]    train-auc:0.911650±0.003519 test-auc:0.834088±0.007169 
[46]    train-auc:0.912639±0.003361 test-auc:0.834426±0.007140 
[47]    train-auc:0.913510±0.003007 test-auc:0.834934±0.007276 
[48]    train-auc:0.914523±0.002817 test-auc:0.835219±0.007290 
[49]    train-auc:0.915656±0.002776 test-auc:0.835721±0.007020 
[50]    train-auc:0.917214±0.002633 test-auc:0.836257±0.007384 
[51]    train-auc:0.918282±0.002536 test-auc:0.836911±0.007556 
[52]    train-auc:0.919044±0.002601 test-auc:0.837453±0.007597 
[53]    train-auc:0.920052±0.002917 test-auc:0.837908±0.007290 
[54]    train-auc:0.920907±0.002843 test-auc:0.838455±0.007143 
[55]    train-auc:0.922148±0.002833 test-auc:0.838963±0.007666 
[56]    train-auc:0.922910±0.002814 test-auc:0.839360±0.007613 
[57]    train-auc:0.924019±0.002354 test-auc:0.839581±0.007433 
[58]    train-auc:0.925196±0.002276 test-auc:0.840304±0.007719 
[59]    train-auc:0.926144±0.002196 test-auc:0.840474±0.007764 
[60]    train-auc:0.926904±0.002021 test-auc:0.840670±0.007395 
[61]    train-auc:0.928031±0.002263 test-auc:0.841090±0.007073 
[62]    train-auc:0.928952±0.001985 test-auc:0.841335±0.007290 
[63]    train-auc:0.929457±0.001977 test-auc:0.841340±0.007169 
[64]    train-auc:0.930125±0.001894 test-auc:0.841199±0.006997 
[65]    train-auc:0.930555±0.001838 test-auc:0.841467±0.007034 
[66]    train-auc:0.931422±0.002028 test-auc:0.841236±0.006886 
[67]    train-auc:0.932019±0.001934 test-auc:0.841126±0.006870 
[68]    train-auc:0.932776±0.002048 test-auc:0.841460±0.006991 
[69]    train-auc:0.933413±0.002337 test-auc:0.841663±0.007159 
[70]    train-auc:0.934439±0.002372 test-auc:0.842305±0.007101 
[71]    train-auc:0.934926±0.002500 test-auc:0.842621±0.006959 
[72]    train-auc:0.935933±0.002411 test-auc:0.842946±0.006852 
[73]    train-auc:0.936681±0.002418 test-auc:0.842939±0.006624 
[74]    train-auc:0.937148±0.002305 test-auc:0.842941±0.006431 
[75]    train-auc:0.938087±0.002174 test-auc:0.843524±0.006803 
[76]    train-auc:0.938583±0.002168 test-auc:0.843574±0.006630 
[77]    train-auc:0.939127±0.002108 test-auc:0.843626±0.006721 
[78]    train-auc:0.939609±0.002006 test-auc:0.843649±0.006837 
[79]    train-auc:0.940054±0.002246 test-auc:0.843718±0.006542 
[80]    train-auc:0.940297±0.002126 test-auc:0.843801±0.006563 
[81]    train-auc:0.940986±0.001799 test-auc:0.844012±0.006251 
[82]    train-auc:0.941278±0.001891 test-auc:0.843959±0.006055 
[83]    train-auc:0.942173±0.002069 test-auc:0.844501±0.005766 
[84]    train-auc:0.942833±0.002037 test-auc:0.844583±0.006043 
[85]    train-auc:0.943265±0.001983 test-auc:0.844778±0.006134 
[86]    train-auc:0.943757±0.001997 test-auc:0.845340±0.006240 
[87]    train-auc:0.944322±0.001869 test-auc:0.845638±0.006318 
[88]    train-auc:0.944806±0.001853 test-auc:0.845641±0.006494 
[89]    train-auc:0.945135±0.001836 test-auc:0.845587±0.006534 
[90]    train-auc:0.945796±0.001936 test-auc:0.845583±0.006312 
[91]    train-auc:0.946387±0.002140 test-auc:0.845769±0.006306 
[92]    train-auc:0.947138±0.002083 test-auc:0.846061±0.006222 
[93]    train-auc:0.947647±0.002161 test-auc:0.846139±0.005946 
[94]    train-auc:0.948032±0.002151 test-auc:0.846207±0.006045 
[95]    train-auc:0.948322±0.002087 test-auc:0.846297±0.006028 
[96]    train-auc:0.948890±0.002005 test-auc:0.846461±0.006131 
[97]    train-auc:0.949450±0.001971 test-auc:0.846459±0.006105 
[98]    train-auc:0.949951±0.001990 test-auc:0.846430±0.006111 
[99]    train-auc:0.950424±0.002024 test-auc:0.846446±0.006186 
[100]   train-auc:0.950768±0.002070 test-auc:0.846546±0.005962 
[101]   train-auc:0.951194±0.002208 test-auc:0.846724±0.006010 
[102]   train-auc:0.951580±0.002189 test-auc:0.846930±0.006173 
[103]   train-auc:0.952050±0.002270 test-auc:0.846981±0.006341 
[104]   train-auc:0.952424±0.002338 test-auc:0.847101±0.005992 
[105]   train-auc:0.952798±0.002240 test-auc:0.847160±0.005901 
[106]   train-auc:0.953100±0.002370 test-auc:0.847272±0.005770 
[107]   train-auc:0.953380±0.002381 test-auc:0.847296±0.005761 
[108]   train-auc:0.953744±0.002341 test-auc:0.847293±0.005681 
[109]   train-auc:0.954171±0.002197 test-auc:0.847479±0.005540 
[110]   train-auc:0.954461±0.002178 test-auc:0.847393±0.005662 
[111]   train-auc:0.954803±0.002020 test-auc:0.847543±0.005696 
[112]   train-auc:0.955040±0.002025 test-auc:0.847622±0.005885 
[113]   train-auc:0.955466±0.001922 test-auc:0.847743±0.005827 
[114]   train-auc:0.955816±0.001958 test-auc:0.847955±0.005953 
[115]   train-auc:0.956355±0.001922 test-auc:0.847719±0.006091 
[116]   train-auc:0.956766±0.001966 test-auc:0.848100±0.005821 
[117]   train-auc:0.957106±0.001822 test-auc:0.848263±0.005741 
[118]   train-auc:0.957650±0.001960 test-auc:0.848464±0.005850 
[119]   train-auc:0.958039±0.001939 test-auc:0.848509±0.006068 
[120]   train-auc:0.958224±0.001889 test-auc:0.848324±0.006048 
[121]   train-auc:0.958612±0.001825 test-auc:0.848264±0.006039 
[122]   train-auc:0.958922±0.001760 test-auc:0.848545±0.006158 
[123]   train-auc:0.959144±0.001743 test-auc:0.848563±0.006215 
[124]   train-auc:0.959440±0.001775 test-auc:0.848575±0.006322 
[125]   train-auc:0.959730±0.001691 test-auc:0.848681±0.006175 
[126]   train-auc:0.959959±0.001678 test-auc:0.848774±0.006215 
[127]   train-auc:0.960087±0.001664 test-auc:0.848613±0.006269 
[128]   train-auc:0.960540±0.001739 test-auc:0.848777±0.006146 
[129]   train-auc:0.961042±0.001707 test-auc:0.849029±0.006154 
[130]   train-auc:0.961452±0.001750 test-auc:0.849088±0.006024 
[131]   train-auc:0.961848±0.001740 test-auc:0.849100±0.006044 
[132]   train-auc:0.962234±0.001631 test-auc:0.849154±0.006144 
[133]   train-auc:0.962632±0.001612 test-auc:0.849353±0.006307 
[134]   train-auc:0.962842±0.001545 test-auc:0.849561±0.006306 
[135]   train-auc:0.963111±0.001558 test-auc:0.849716±0.006302 
[136]   train-auc:0.963409±0.001512 test-auc:0.849853±0.006158 
[137]   train-auc:0.964044±0.001419 test-auc:0.849804±0.006042 
[138]   train-auc:0.964254±0.001449 test-auc:0.850214±0.005947 
[139]   train-auc:0.964504±0.001428 test-auc:0.850114±0.005961 
[140]   train-auc:0.964810±0.001433 test-auc:0.850267±0.006046 
[141]   train-auc:0.965146±0.001421 test-auc:0.850142±0.005915 
[142]   train-auc:0.965328±0.001496 test-auc:0.850248±0.005900 
[143]   train-auc:0.965464±0.001451 test-auc:0.850313±0.005924 
[144]   train-auc:0.965820±0.001216 test-auc:0.850444±0.006019 
[145]   train-auc:0.966098±0.001287 test-auc:0.850498±0.006272 
[146]   train-auc:0.966482±0.001176 test-auc:0.850500±0.006201 
[147]   train-auc:0.966786±0.001030 test-auc:0.850713±0.006132 
[148]   train-auc:0.967031±0.001055 test-auc:0.850788±0.006055 
[149]   train-auc:0.967279±0.001120 test-auc:0.850985±0.005986 
[150]   train-auc:0.967578±0.001026 test-auc:0.850852±0.006069 
[151]   train-auc:0.967738±0.001033 test-auc:0.850812±0.006002 
[152]   train-auc:0.968073±0.001199 test-auc:0.850936±0.006049 
[153]   train-auc:0.968359±0.001192 test-auc:0.851130±0.005993 
[154]   train-auc:0.968539±0.001172 test-auc:0.851295±0.005924 
[155]   train-auc:0.969025±0.001262 test-auc:0.851149±0.005994 
[156]   train-auc:0.969210±0.001255 test-auc:0.851251±0.006045 
[157]   train-auc:0.969541±0.001143 test-auc:0.851349±0.006286 
[158]   train-auc:0.969834±0.001178 test-auc:0.851271±0.006278 
[159]   train-auc:0.970028±0.001121 test-auc:0.851369±0.006238 
[160]   train-auc:0.970431±0.001287 test-auc:0.851547±0.006208 
[161]   train-auc:0.970676±0.001279 test-auc:0.851455±0.006207 
[162]   train-auc:0.970766±0.001257 test-auc:0.851431±0.006138 
[163]   train-auc:0.971062±0.001197 test-auc:0.851459±0.006132 
[164]   train-auc:0.971288±0.001181 test-auc:0.851555±0.006165 
[165]   train-auc:0.971473±0.001176 test-auc:0.851534±0.006088 
[166]   train-auc:0.971651±0.001245 test-auc:0.851607±0.006082 
[167]   train-auc:0.971739±0.001286 test-auc:0.851660±0.006013 
[168]   train-auc:0.971984±0.001313 test-auc:0.851834±0.005983 
[169]   train-auc:0.972095±0.001318 test-auc:0.851850±0.006043 
[170]   train-auc:0.972386±0.001292 test-auc:0.852087±0.005955 
[171]   train-auc:0.972547±0.001246 test-auc:0.852009±0.005955 
[172]   train-auc:0.972645±0.001268 test-auc:0.852162±0.005880 
[173]   train-auc:0.972970±0.001305 test-auc:0.852415±0.005774 
[174]   train-auc:0.973200±0.001263 test-auc:0.852485±0.005962 
[175]   train-auc:0.973447±0.001290 test-auc:0.852538±0.006273 
[176]   train-auc:0.973684±0.001169 test-auc:0.852664±0.006191 
[177]   train-auc:0.973831±0.001186 test-auc:0.852704±0.006270 
[178]   train-auc:0.974049±0.001107 test-auc:0.852740±0.006280 
[179]   train-auc:0.974206±0.001162 test-auc:0.852775±0.006585 
[180]   train-auc:0.974334±0.001175 test-auc:0.852623±0.006442 
[181]   train-auc:0.974599±0.001129 test-auc:0.852718±0.006248 
[182]   train-auc:0.974806±0.001061 test-auc:0.852848±0.006033 
[183]   train-auc:0.974976±0.000996 test-auc:0.852839±0.005928 
[184]   train-auc:0.975154±0.000962 test-auc:0.852958±0.005961 
[185]   train-auc:0.975393±0.000892 test-auc:0.852917±0.005777 
[186]   train-auc:0.975570±0.000938 test-auc:0.853049±0.005917 
[187]   train-auc:0.975703±0.000929 test-auc:0.853295±0.005845 
[188]   train-auc:0.975852±0.000930 test-auc:0.853327±0.005779 
[189]   train-auc:0.975944±0.000931 test-auc:0.853363±0.005818 
[190]   train-auc:0.976192±0.000905 test-auc:0.853642±0.005609 
[191]   train-auc:0.976376±0.000883 test-auc:0.853711±0.005662 
[192]   train-auc:0.976560±0.000869 test-auc:0.853831±0.005515 
[193]   train-auc:0.976748±0.000967 test-auc:0.853905±0.005553 
[194]   train-auc:0.976863±0.001000 test-auc:0.853842±0.005453 
[195]   train-auc:0.976925±0.001025 test-auc:0.853982±0.005583 
[196]   train-auc:0.977015±0.001063 test-auc:0.854060±0.005593 
[197]   train-auc:0.977126±0.001066 test-auc:0.854163±0.005763 
[198]   train-auc:0.977286±0.001078 test-auc:0.854166±0.005832 
[199]   train-auc:0.977597±0.001175 test-auc:0.854365±0.005771 
[200]   train-auc:0.977743±0.001194 test-auc:0.854352±0.005964 
[201]   train-auc:0.977850±0.001195 test-auc:0.854467±0.006094 
[202]   train-auc:0.978015±0.001235 test-auc:0.854398±0.005989 
[203]   train-auc:0.978120±0.001247 test-auc:0.854438±0.006103 
[204]   train-auc:0.978307±0.001271 test-auc:0.854451±0.005980 
[205]   train-auc:0.978491±0.001214 test-auc:0.854551±0.006019 
[206]   train-auc:0.978687±0.001175 test-auc:0.854506±0.005835 
[207]   train-auc:0.978778±0.001177 test-auc:0.854420±0.005704 
[208]   train-auc:0.979015±0.001169 test-auc:0.854558±0.005545 
[209]   train-auc:0.979103±0.001187 test-auc:0.854552±0.005656 
[210]   train-auc:0.979291±0.001160 test-auc:0.854504±0.005575 
[211]   train-auc:0.979403±0.001188 test-auc:0.854460±0.005567 
[212]   train-auc:0.979531±0.001178 test-auc:0.854454±0.005650 
[213]   train-auc:0.979599±0.001161 test-auc:0.854497±0.005626 
[214]   train-auc:0.979661±0.001121 test-auc:0.854372±0.005599 
[215]   train-auc:0.979742±0.001053 test-auc:0.854263±0.005575 
[216]   train-auc:0.979903±0.001058 test-auc:0.854454±0.005306 
[217]   train-auc:0.980100±0.001067 test-auc:0.854495±0.005242 
[218]   train-auc:0.980298±0.001008 test-auc:0.854665±0.005275 
[219]   train-auc:0.980392±0.001016 test-auc:0.854644±0.005164 
[220]   train-auc:0.980509±0.001096 test-auc:0.854731±0.005259 
[221]   train-auc:0.980618±0.001076 test-auc:0.854585±0.005366 
[222]   train-auc:0.980737±0.001053 test-auc:0.854689±0.005436 
[223]   train-auc:0.980863±0.001029 test-auc:0.854647±0.005451 
[224]   train-auc:0.980932±0.001046 test-auc:0.854647±0.005240 
[225]   train-auc:0.981038±0.001015 test-auc:0.854707±0.005270 
[226]   train-auc:0.981125±0.000983 test-auc:0.854714±0.005272 
[227]   train-auc:0.981281±0.000872 test-auc:0.854851±0.005232 
[228]   train-auc:0.981343±0.000885 test-auc:0.854828±0.005138 
[229]   train-auc:0.981443±0.000883 test-auc:0.854822±0.005214 
[230]   train-auc:0.981540±0.000890 test-auc:0.854975±0.005216 
[231]   train-auc:0.981593±0.000874 test-auc:0.854984±0.005157 
[232]   train-auc:0.981655±0.000850 test-auc:0.854986±0.005124 
[233]   train-auc:0.981761±0.000837 test-auc:0.855003±0.005110 
[234]   train-auc:0.981828±0.000816 test-auc:0.854930±0.005092 
[235]   train-auc:0.981939±0.000811 test-auc:0.854966±0.005075 
[236]   train-auc:0.982073±0.000833 test-auc:0.854989±0.005057 
[237]   train-auc:0.982194±0.000842 test-auc:0.855054±0.004971 
[238]   train-auc:0.982260±0.000832 test-auc:0.854996±0.004998 
[239]   train-auc:0.982420±0.000843 test-auc:0.854886±0.004925 
[240]   train-auc:0.982529±0.000831 test-auc:0.854934±0.004850 
[241]   train-auc:0.982601±0.000806 test-auc:0.854774±0.004921 
[242]   train-auc:0.982718±0.000807 test-auc:0.854814±0.004881 
[243]   train-auc:0.982780±0.000796 test-auc:0.854647±0.004812 
[244]   train-auc:0.982926±0.000832 test-auc:0.854683±0.004903 
[245]   train-auc:0.983083±0.000778 test-auc:0.854606±0.005002 
[246]   train-auc:0.983156±0.000793 test-auc:0.854629±0.004965 
[247]   train-auc:0.983390±0.000751 test-auc:0.854793±0.005061 
[248]   train-auc:0.983556±0.000761 test-auc:0.854708±0.005114 
[249]   train-auc:0.983617±0.000761 test-auc:0.854707±0.005185 
[250]   train-auc:0.983705±0.000739 test-auc:0.854695±0.005220 
[251]   train-auc:0.983792±0.000766 test-auc:0.854650±0.005200 
[252]   train-auc:0.983893±0.000818 test-auc:0.854597±0.005194 
[253]   train-auc:0.983931±0.000808 test-auc:0.854619±0.005136 
[254]   train-auc:0.984074±0.000751 test-auc:0.854485±0.005097 
[255]   train-auc:0.984141±0.000718 test-auc:0.854496±0.005059 
[256]   train-auc:0.984212±0.000734 test-auc:0.854548±0.005116 
[257]   train-auc:0.984267±0.000737 test-auc:0.854549±0.005140 
[258]   train-auc:0.984366±0.000744 test-auc:0.854481±0.005047 
[259]   train-auc:0.984485±0.000675 test-auc:0.854525±0.004973 
[260]   train-auc:0.984691±0.000665 test-auc:0.854515±0.005031 
[261]   train-auc:0.984756±0.000656 test-auc:0.854459±0.005053 
[262]   train-auc:0.984844±0.000619 test-auc:0.854421±0.005020 
[263]   train-auc:0.984915±0.000603 test-auc:0.854390±0.005104 
[264]   train-auc:0.984963±0.000578 test-auc:0.854383±0.005190 
[265]   train-auc:0.985061±0.000588 test-auc:0.854430±0.005247 
[266]   train-auc:0.985165±0.000586 test-auc:0.854427±0.005137 
[267]   train-auc:0.985226±0.000585 test-auc:0.854443±0.005134 
[268]   train-auc:0.985324±0.000600 test-auc:0.854444±0.005130 
[269]   train-auc:0.985403±0.000627 test-auc:0.854290±0.005119 
[270]   train-auc:0.985503±0.000637 test-auc:0.854203±0.005056 
[271]   train-auc:0.985569±0.000620 test-auc:0.854221±0.004999 
[272]   train-auc:0.985654±0.000622 test-auc:0.854244±0.005116 
[273]   train-auc:0.985728±0.000633 test-auc:0.854339±0.005182 
[274]   train-auc:0.985778±0.000616 test-auc:0.854333±0.005228 
[275]   train-auc:0.985854±0.000600 test-auc:0.854252±0.005259 
[276]   train-auc:0.985930±0.000618 test-auc:0.854258±0.005239 
[277]   train-auc:0.986026±0.000645 test-auc:0.854413±0.005146 
[278]   train-auc:0.986105±0.000692 test-auc:0.854291±0.005211 
[279]   train-auc:0.986194±0.000702 test-auc:0.854323±0.005014 
[280]   train-auc:0.986290±0.000676 test-auc:0.854266±0.005093 
[281]   train-auc:0.986367±0.000680 test-auc:0.854270±0.005016 
[282]   train-auc:0.986469±0.000635 test-auc:0.854475±0.005107 
[283]   train-auc:0.986493±0.000638 test-auc:0.854523±0.005089 
[284]   train-auc:0.986551±0.000648 test-auc:0.854569±0.005093 
[285]   train-auc:0.986609±0.000633 test-auc:0.854599±0.004883 
[286]   train-auc:0.986674±0.000632 test-auc:0.854560±0.004774 
[287]   train-auc:0.986736±0.000611 test-auc:0.854621±0.004761 
[288]   train-auc:0.986823±0.000586 test-auc:0.854701±0.004889 
[289]   train-auc:0.986897±0.000592 test-auc:0.854717±0.004992 
[290]   train-auc:0.987003±0.000574 test-auc:0.854597±0.005107 
[291]   train-auc:0.987095±0.000596 test-auc:0.854448±0.005083 
[292]   train-auc:0.987176±0.000590 test-auc:0.854446±0.005096 
[293]   train-auc:0.987215±0.000582 test-auc:0.854416±0.005015 
[294]   train-auc:0.987312±0.000611 test-auc:0.854398±0.005028 
[295]   train-auc:0.987357±0.000613 test-auc:0.854364±0.005084 
[296]   train-auc:0.987414±0.000634 test-auc:0.854435±0.005065 
[297]   train-auc:0.987461±0.000632 test-auc:0.854508±0.005115 
[298]   train-auc:0.987535±0.000632 test-auc:0.854587±0.005136 
[299]   train-auc:0.987589±0.000645 test-auc:0.854648±0.005183 
[300]   train-auc:0.987642±0.000658 test-auc:0.854694±0.005154 
[301]   train-auc:0.987685±0.000637 test-auc:0.854703±0.005079 
[302]   train-auc:0.987760±0.000615 test-auc:0.854674±0.005152 
[303]   train-auc:0.987833±0.000599 test-auc:0.854717±0.005225 
[304]   train-auc:0.987898±0.000578 test-auc:0.854671±0.005155 
[305]   train-auc:0.987965±0.000599 test-auc:0.854669±0.005309 
[306]   train-auc:0.988078±0.000653 test-auc:0.854688±0.005248 
[307]   train-auc:0.988130±0.000665 test-auc:0.854705±0.005276 
[308]   train-auc:0.988216±0.000687 test-auc:0.854655±0.005266 
[309]   train-auc:0.988297±0.000682 test-auc:0.854728±0.005376 
[310]   train-auc:0.988348±0.000674 test-auc:0.854740±0.005341 
[311]   train-auc:0.988391±0.000694 test-auc:0.854737±0.005420 
[312]   train-auc:0.988466±0.000705 test-auc:0.854645±0.005418 
[313]   train-auc:0.988536±0.000678 test-auc:0.854761±0.005430 
[314]   train-auc:0.988641±0.000667 test-auc:0.854961±0.005493 
[315]   train-auc:0.988717±0.000634 test-auc:0.854922±0.005533 
[316]   train-auc:0.988767±0.000604 test-auc:0.854958±0.005598 
[317]   train-auc:0.988827±0.000611 test-auc:0.855008±0.005622 
[318]   train-auc:0.988938±0.000597 test-auc:0.854918±0.005477 
[319]   train-auc:0.988997±0.000585 test-auc:0.854867±0.005391 
[320]   train-auc:0.989057±0.000592 test-auc:0.854873±0.005385 
[321]   train-auc:0.989123±0.000597 test-auc:0.854870±0.005366 
[322]   train-auc:0.989192±0.000618 test-auc:0.854806±0.005460 
[323]   train-auc:0.989282±0.000628 test-auc:0.854875±0.005632 
[324]   train-auc:0.989370±0.000595 test-auc:0.855005±0.005484 
[325]   train-auc:0.989445±0.000611 test-auc:0.854973±0.005512 
[326]   train-auc:0.989483±0.000592 test-auc:0.855007±0.005429 
[327]   train-auc:0.989537±0.000608 test-auc:0.854902±0.005477 
[328]   train-auc:0.989590±0.000607 test-auc:0.855006±0.005456 
[329]   train-auc:0.989620±0.000599 test-auc:0.855013±0.005474 
[330]   train-auc:0.989656±0.000574 test-auc:0.855052±0.005466 
[331]   train-auc:0.989702±0.000574 test-auc:0.855120±0.005458 
[332]   train-auc:0.989760±0.000610 test-auc:0.855141±0.005403 
[333]   train-auc:0.989852±0.000578 test-auc:0.855233±0.005487 
[334]   train-auc:0.989908±0.000584 test-auc:0.855368±0.005464 
[335]   train-auc:0.989946±0.000558 test-auc:0.855387±0.005343 
[336]   train-auc:0.990014±0.000563 test-auc:0.855332±0.005386 
[337]   train-auc:0.990091±0.000557 test-auc:0.855293±0.005510 
[338]   train-auc:0.990167±0.000545 test-auc:0.855368±0.005614 
[339]   train-auc:0.990206±0.000559 test-auc:0.855292±0.005525 
[340]   train-auc:0.990261±0.000554 test-auc:0.855310±0.005482 
[341]   train-auc:0.990327±0.000534 test-auc:0.855307±0.005466 
[342]   train-auc:0.990364±0.000547 test-auc:0.855282±0.005502 
[343]   train-auc:0.990385±0.000559 test-auc:0.855289±0.005443 
[344]   train-auc:0.990422±0.000533 test-auc:0.855167±0.005397 
[345]   train-auc:0.990468±0.000546 test-auc:0.855192±0.005393 
[346]   train-auc:0.990500±0.000547 test-auc:0.855246±0.005357 
[347]   train-auc:0.990547±0.000549 test-auc:0.855235±0.005276 
[348]   train-auc:0.990590±0.000538 test-auc:0.855260±0.005222 
[349]   train-auc:0.990623±0.000532 test-auc:0.855232±0.005210 
[350]   train-auc:0.990662±0.000546 test-auc:0.855176±0.005145 
[351]   train-auc:0.990707±0.000551 test-auc:0.855206±0.005161 
[352]   train-auc:0.990736±0.000554 test-auc:0.855217±0.005158 
[353]   train-auc:0.990830±0.000574 test-auc:0.855133±0.005220 
[354]   train-auc:0.990883±0.000568 test-auc:0.855138±0.005231 
[355]   train-auc:0.990946±0.000551 test-auc:0.855126±0.005374 
[356]   train-auc:0.990966±0.000540 test-auc:0.855171±0.005393 
[357]   train-auc:0.990995±0.000537 test-auc:0.855183±0.005392 
[358]   train-auc:0.991025±0.000531 test-auc:0.855264±0.005335 
[359]   train-auc:0.991083±0.000527 test-auc:0.855241±0.005346 
[360]   train-auc:0.991098±0.000519 test-auc:0.855263±0.005330 
[361]   train-auc:0.991138±0.000483 test-auc:0.855307±0.005262 
[362]   train-auc:0.991170±0.000482 test-auc:0.855295±0.005286 
[363]   train-auc:0.991235±0.000448 test-auc:0.855261±0.005430 
[364]   train-auc:0.991289±0.000450 test-auc:0.855224±0.005427 
[365]   train-auc:0.991333±0.000444 test-auc:0.855219±0.005457 
[366]   train-auc:0.991393±0.000436 test-auc:0.855080±0.005510 
[367]   train-auc:0.991454±0.000441 test-auc:0.855120±0.005461 
[368]   train-auc:0.991529±0.000491 test-auc:0.855017±0.005586 
[369]   train-auc:0.991556±0.000493 test-auc:0.854936±0.005530 
[370]   train-auc:0.991599±0.000484 test-auc:0.855034±0.005373 
[371]   train-auc:0.991615±0.000482 test-auc:0.855137±0.005379 
[372]   train-auc:0.991662±0.000481 test-auc:0.855055±0.005297 
[373]   train-auc:0.991680±0.000500 test-auc:0.855098±0.005331 
[374]   train-auc:0.991746±0.000504 test-auc:0.854945±0.005358 
[375]   train-auc:0.991760±0.000506 test-auc:0.855028±0.005283 
[376]   train-auc:0.991805±0.000505 test-auc:0.855078±0.005289 
[377]   train-auc:0.991836±0.000497 test-auc:0.855161±0.005370 
[378]   train-auc:0.991853±0.000510 test-auc:0.855156±0.005403 
[379]   train-auc:0.991888±0.000515 test-auc:0.855188±0.005502 
[380]   train-auc:0.991927±0.000518 test-auc:0.855268±0.005483 
[381]   train-auc:0.991980±0.000513 test-auc:0.855263±0.005445 
[382]   train-auc:0.992008±0.000520 test-auc:0.855260±0.005392 
[383]   train-auc:0.992081±0.000526 test-auc:0.855219±0.005697 
[384]   train-auc:0.992097±0.000518 test-auc:0.855336±0.005631 
[385]   train-auc:0.992163±0.000502 test-auc:0.855178±0.005656 
[386]   train-auc:0.992195±0.000511 test-auc:0.855196±0.005711 
[387]   train-auc:0.992235±0.000517 test-auc:0.855232±0.005721 
[388]   train-auc:0.992278±0.000511 test-auc:0.855276±0.005742 
[389]   train-auc:0.992310±0.000505 test-auc:0.855269±0.005801 
[390]   train-auc:0.992337±0.000515 test-auc:0.855391±0.005713 
[391]   train-auc:0.992364±0.000527 test-auc:0.855480±0.005751 
[392]   train-auc:0.992390±0.000534 test-auc:0.855434±0.005829 
[393]   train-auc:0.992406±0.000534 test-auc:0.855449±0.005809 
[394]   train-auc:0.992427±0.000533 test-auc:0.855415±0.005777 
[395]   train-auc:0.992469±0.000511 test-auc:0.855401±0.005697 
[396]   train-auc:0.992501±0.000515 test-auc:0.855338±0.005733 
[397]   train-auc:0.992545±0.000496 test-auc:0.855237±0.005760 
[398]   train-auc:0.992558±0.000489 test-auc:0.855243±0.005765 
[399]   train-auc:0.992591±0.000481 test-auc:0.855168±0.005787 
[400]   train-auc:0.992618±0.000492 test-auc:0.855201±0.005870 
[401]   train-auc:0.992661±0.000494 test-auc:0.855186±0.005913 
[402]   train-auc:0.992686±0.000495 test-auc:0.855155±0.005965 
[403]   train-auc:0.992715±0.000507 test-auc:0.855138±0.005989 
[404]   train-auc:0.992754±0.000505 test-auc:0.855164±0.006018 
[405]   train-auc:0.992780±0.000490 test-auc:0.855133±0.006023 
[406]   train-auc:0.992803±0.000510 test-auc:0.855128±0.006001 
[407]   train-auc:0.992841±0.000491 test-auc:0.855178±0.005887 
[408]   train-auc:0.992896±0.000481 test-auc:0.855345±0.005854 
[409]   train-auc:0.992945±0.000475 test-auc:0.855338±0.005908 
[410]   train-auc:0.992961±0.000472 test-auc:0.855308±0.005966 
[411]   train-auc:0.993010±0.000466 test-auc:0.855284±0.006140 
[412]   train-auc:0.993038±0.000466 test-auc:0.855336±0.006122 
[413]   train-auc:0.993103±0.000484 test-auc:0.855316±0.006326 
[414]   train-auc:0.993123±0.000486 test-auc:0.855315±0.006317 
[415]   train-auc:0.993166±0.000464 test-auc:0.855321±0.006210 
[416]   train-auc:0.993179±0.000465 test-auc:0.855215±0.006223 
[417]   train-auc:0.993196±0.000472 test-auc:0.855218±0.006281 
[418]   train-auc:0.993219±0.000486 test-auc:0.855179±0.006243 
[419]   train-auc:0.993251±0.000476 test-auc:0.855238±0.006245 
[420]   train-auc:0.993263±0.000481 test-auc:0.855167±0.006206 
[421]   train-auc:0.993287±0.000473 test-auc:0.855149±0.006172 
[422]   train-auc:0.993320±0.000464 test-auc:0.855182±0.006276 
[423]   train-auc:0.993345±0.000454 test-auc:0.855218±0.006257 
[424]   train-auc:0.993354±0.000451 test-auc:0.855233±0.006280 
[425]   train-auc:0.993390±0.000469 test-auc:0.855307±0.006257 
[426]   train-auc:0.993422±0.000476 test-auc:0.855293±0.006413 
[427]   train-auc:0.993474±0.000460 test-auc:0.855232±0.006394 
[428]   train-auc:0.993519±0.000450 test-auc:0.855208±0.006367 
[429]   train-auc:0.993532±0.000448 test-auc:0.855193±0.006380 
[430]   train-auc:0.993562±0.000453 test-auc:0.855176±0.006393 
[431]   train-auc:0.993583±0.000459 test-auc:0.855112±0.006312 
[432]   train-auc:0.993619±0.000450 test-auc:0.855102±0.006278 
[433]   train-auc:0.993652±0.000450 test-auc:0.855199±0.006401 
[434]   train-auc:0.993654±0.000453 test-auc:0.855225±0.006421 
[435]   train-auc:0.993700±0.000440 test-auc:0.855262±0.006512 
[436]   train-auc:0.993752±0.000436 test-auc:0.855138±0.006543 
[437]   train-auc:0.993787±0.000434 test-auc:0.855167±0.006573 
[438]   train-auc:0.993804±0.000421 test-auc:0.855125±0.006516 
[439]   train-auc:0.993818±0.000410 test-auc:0.855188±0.006507 
[440]   train-auc:0.993826±0.000421 test-auc:0.855189±0.006442 
[441]   train-auc:0.993870±0.000412 test-auc:0.855096±0.006415 
[442]   train-auc:0.993914±0.000427 test-auc:0.855062±0.006462 
[443]   train-auc:0.993935±0.000426 test-auc:0.855124±0.006506 
[444]   train-auc:0.993950±0.000421 test-auc:0.855158±0.006471 
[445]   train-auc:0.993961±0.000422 test-auc:0.855293±0.006429 
[446]   train-auc:0.993990±0.000414 test-auc:0.855310±0.006396 
[447]   train-auc:0.994010±0.000415 test-auc:0.855306±0.006469 
[448]   train-auc:0.994020±0.000418 test-auc:0.855340±0.006513 
[449]   train-auc:0.994028±0.000425 test-auc:0.855350±0.006589 
[450]   train-auc:0.994034±0.000418 test-auc:0.855324±0.006564 
[451]   train-auc:0.994060±0.000397 test-auc:0.855338±0.006546 
[452]   train-auc:0.994075±0.000401 test-auc:0.855257±0.006526 
[453]   train-auc:0.994085±0.000399 test-auc:0.855260±0.006567 
[454]   train-auc:0.994099±0.000394 test-auc:0.855198±0.006513 
[455]   train-auc:0.994125±0.000391 test-auc:0.855231±0.006597 
[456]   train-auc:0.994142±0.000391 test-auc:0.855286±0.006508 
[457]   train-auc:0.994152±0.000389 test-auc:0.855242±0.006442 
[458]   train-auc:0.994159±0.000392 test-auc:0.855196±0.006467 
[459]   train-auc:0.994184±0.000381 test-auc:0.855121±0.006440 
[460]   train-auc:0.994196±0.000388 test-auc:0.855100±0.006421 
[461]   train-auc:0.994230±0.000399 test-auc:0.855043±0.006452 
[462]   train-auc:0.994254±0.000395 test-auc:0.855049±0.006469 
[463]   train-auc:0.994265±0.000395 test-auc:0.855046±0.006527 
[464]   train-auc:0.994278±0.000394 test-auc:0.854978±0.006486 
[465]   train-auc:0.994297±0.000395 test-auc:0.854907±0.006513 
[466]   train-auc:0.994335±0.000390 test-auc:0.854959±0.006510 
[467]   train-auc:0.994354±0.000380 test-auc:0.854910±0.006496 
[468]   train-auc:0.994379±0.000396 test-auc:0.854876±0.006495 
[469]   train-auc:0.994398±0.000395 test-auc:0.854844±0.006555 
[470]   train-auc:0.994416±0.000376 test-auc:0.854863±0.006538 
[471]   train-auc:0.994445±0.000382 test-auc:0.854855±0.006553 
[472]   train-auc:0.994485±0.000380 test-auc:0.854856±0.006568 
[473]   train-auc:0.994494±0.000384 test-auc:0.854793±0.006530 
[474]   train-auc:0.994504±0.000383 test-auc:0.854826±0.006481 
[475]   train-auc:0.994525±0.000393 test-auc:0.854924±0.006461 
[476]   train-auc:0.994540±0.000411 test-auc:0.854960±0.006454 
[477]   train-auc:0.994582±0.000395 test-auc:0.855008±0.006370 
[478]   train-auc:0.994597±0.000385 test-auc:0.855029±0.006365 
[479]   train-auc:0.994611±0.000380 test-auc:0.854983±0.006460 
[480]   train-auc:0.994637±0.000375 test-auc:0.854910±0.006548 
[481]   train-auc:0.994659±0.000385 test-auc:0.854862±0.006586 
[482]   train-auc:0.994684±0.000381 test-auc:0.854897±0.006619 
[483]   train-auc:0.994706±0.000388 test-auc:0.854848±0.006649 
[484]   train-auc:0.994728±0.000381 test-auc:0.854872±0.006610 
[485]   train-auc:0.994741±0.000379 test-auc:0.854881±0.006585 
[486]   train-auc:0.994746±0.000380 test-auc:0.854939±0.006624 
[487]   train-auc:0.994763±0.000365 test-auc:0.854881±0.006608 
[488]   train-auc:0.994785±0.000355 test-auc:0.854970±0.006754 
[489]   train-auc:0.994816±0.000328 test-auc:0.855058±0.006843 
[490]   train-auc:0.994840±0.000306 test-auc:0.855002±0.006844 
Stopping. Best iteration:
[491]   train-auc:0.994887±0.000300 test-auc:0.854970±0.006940

[491]   train-auc:0.994887±0.000300 test-auc:0.854970±0.006940 
Multiple eval metrics are present. Will use test_auc for early stopping.
Will train until test_auc hasn't improved in 100 rounds.

[1] train-auc:0.788185±0.002797 test-auc:0.781635±0.007664 
[2] train-auc:0.791000±0.003420 test-auc:0.784336±0.006889 
[3] train-auc:0.792067±0.001379 test-auc:0.785781±0.008894 
[4] train-auc:0.792400±0.001871 test-auc:0.785950±0.007745 
[5] train-auc:0.795509±0.001556 test-auc:0.789033±0.008676 
[6] train-auc:0.796983±0.001825 test-auc:0.789076±0.007780 
[7] train-auc:0.798021±0.001714 test-auc:0.791036±0.008541 
[8] train-auc:0.798183±0.001648 test-auc:0.791089±0.008573 
[9] train-auc:0.798060±0.001602 test-auc:0.791112±0.008712 
[10]    train-auc:0.798058±0.001534 test-auc:0.790843±0.008394 
[11]    train-auc:0.798040±0.001567 test-auc:0.790776±0.008152 
[12]    train-auc:0.798618±0.001510 test-auc:0.791069±0.008246 
[13]    train-auc:0.799286±0.001630 test-auc:0.791364±0.008450 
[14]    train-auc:0.799617±0.001784 test-auc:0.791475±0.008062 
[15]    train-auc:0.799620±0.001863 test-auc:0.791490±0.007803 
[16]    train-auc:0.799533±0.001782 test-auc:0.791476±0.007541 
[17]    train-auc:0.799549±0.001746 test-auc:0.791579±0.007591 
[18]    train-auc:0.799363±0.001961 test-auc:0.791471±0.006989 
[19]    train-auc:0.799333±0.001919 test-auc:0.791317±0.007029 
[20]    train-auc:0.799405±0.002054 test-auc:0.791163±0.006576 
[21]    train-auc:0.799416±0.002022 test-auc:0.791301±0.006673 
[22]    train-auc:0.799518±0.002253 test-auc:0.791433±0.006588 
[23]    train-auc:0.799429±0.002229 test-auc:0.791459±0.006670 
[24]    train-auc:0.799484±0.002107 test-auc:0.791750±0.006710 
[25]    train-auc:0.799446±0.002151 test-auc:0.791613±0.006773 
[26]    train-auc:0.799552±0.002050 test-auc:0.791650±0.007005 
[27]    train-auc:0.799490±0.002044 test-auc:0.791544±0.006988 
[28]    train-auc:0.799599±0.001938 test-auc:0.791748±0.007077 
[29]    train-auc:0.799777±0.001825 test-auc:0.792038±0.006894 
[30]    train-auc:0.799795±0.001886 test-auc:0.792181±0.006587 
[31]    train-auc:0.799824±0.002073 test-auc:0.792181±0.006394 
[32]    train-auc:0.799949±0.001959 test-auc:0.792288±0.006627 
[33]    train-auc:0.799973±0.002150 test-auc:0.792174±0.006377 
[34]    train-auc:0.800048±0.002267 test-auc:0.792017±0.006288 
[35]    train-auc:0.800056±0.002205 test-auc:0.792113±0.006221 
[36]    train-auc:0.800095±0.002182 test-auc:0.792142±0.006313 
[37]    train-auc:0.800079±0.002243 test-auc:0.792092±0.006009 
[38]    train-auc:0.800330±0.002340 test-auc:0.792125±0.006152 
[39]    train-auc:0.800309±0.002279 test-auc:0.792120±0.006330 
[40]    train-auc:0.800402±0.002182 test-auc:0.792118±0.006230 
[41]    train-auc:0.800488±0.002159 test-auc:0.792145±0.006409 
[42]    train-auc:0.800576±0.002280 test-auc:0.792419±0.006304 
[43]    train-auc:0.800680±0.002203 test-auc:0.792468±0.006367 
[44]    train-auc:0.800736±0.002339 test-auc:0.792485±0.006237 
[45]    train-auc:0.800680±0.002313 test-auc:0.792400±0.006203 
[46]    train-auc:0.800797±0.002247 test-auc:0.792463±0.006194 
[47]    train-auc:0.800812±0.002254 test-auc:0.792481±0.006351 
[48]    train-auc:0.800823±0.002264 test-auc:0.792486±0.006198 
[49]    train-auc:0.800886±0.002154 test-auc:0.792580±0.006329 
[50]    train-auc:0.800863±0.002175 test-auc:0.792723±0.006447 
[51]    train-auc:0.800885±0.002167 test-auc:0.792718±0.006369 
[52]    train-auc:0.800837±0.002092 test-auc:0.792624±0.006411 
[53]    train-auc:0.800842±0.002090 test-auc:0.792682±0.006462 
[54]    train-auc:0.800830±0.002037 test-auc:0.792680±0.006463 
[55]    train-auc:0.800799±0.002055 test-auc:0.792795±0.006478 
[56]    train-auc:0.800918±0.002072 test-auc:0.792869±0.006470 
[57]    train-auc:0.800903±0.002101 test-auc:0.792741±0.006400 
[58]    train-auc:0.800916±0.002045 test-auc:0.792694±0.006412 
[59]    train-auc:0.800969±0.001959 test-auc:0.792660±0.006536 
[60]    train-auc:0.800940±0.001913 test-auc:0.792676±0.006497 
[61]    train-auc:0.801205±0.001902 test-auc:0.793052±0.006477 
[62]    train-auc:0.801422±0.001893 test-auc:0.793027±0.006204 
[63]    train-auc:0.801379±0.001843 test-auc:0.792997±0.006178 
[64]    train-auc:0.801386±0.001867 test-auc:0.792998±0.006114 
[65]    train-auc:0.801413±0.001837 test-auc:0.793005±0.006188 
[66]    train-auc:0.801400±0.001835 test-auc:0.792989±0.006272 
[67]    train-auc:0.801667±0.001867 test-auc:0.793170±0.006053 
[68]    train-auc:0.801679±0.001843 test-auc:0.793135±0.006059 
[69]    train-auc:0.801698±0.001814 test-auc:0.793107±0.006093 
[70]    train-auc:0.801691±0.001809 test-auc:0.793074±0.006103 
[71]    train-auc:0.801685±0.001803 test-auc:0.793093±0.006054 
[72]    train-auc:0.801669±0.001809 test-auc:0.793110±0.006067 
[73]    train-auc:0.801755±0.001844 test-auc:0.793177±0.005918 
[74]    train-auc:0.801777±0.001803 test-auc:0.793305±0.005887 
[75]    train-auc:0.801887±0.001789 test-auc:0.793421±0.005840 
[76]    train-auc:0.802061±0.001812 test-auc:0.793564±0.005780 
[77]    train-auc:0.802213±0.001763 test-auc:0.793623±0.005916 
[78]    train-auc:0.802229±0.001708 test-auc:0.793648±0.005971 
[79]    train-auc:0.802291±0.001685 test-auc:0.793775±0.005924 
[80]    train-auc:0.802454±0.001670 test-auc:0.793914±0.005746 
[81]    train-auc:0.802517±0.001618 test-auc:0.793974±0.005714 
[82]    train-auc:0.802531±0.001669 test-auc:0.794018±0.005768 
[83]    train-auc:0.802555±0.001729 test-auc:0.793958±0.005745 
[84]    train-auc:0.802546±0.001698 test-auc:0.793950±0.005761 
[85]    train-auc:0.802727±0.001690 test-auc:0.794233±0.005816 
[86]    train-auc:0.802781±0.001641 test-auc:0.794193±0.005837 
[87]    train-auc:0.802760±0.001615 test-auc:0.794151±0.005890 
[88]    train-auc:0.802849±0.001604 test-auc:0.794269±0.005872 
[89]    train-auc:0.802921±0.001632 test-auc:0.794298±0.005784 
[90]    train-auc:0.802933±0.001606 test-auc:0.794231±0.005871 
[91]    train-auc:0.802949±0.001599 test-auc:0.794203±0.005875 
[92]    train-auc:0.803002±0.001582 test-auc:0.794370±0.005926 
[93]    train-auc:0.803058±0.001524 test-auc:0.794460±0.005929 
[94]    train-auc:0.803132±0.001529 test-auc:0.794485±0.006008 
[95]    train-auc:0.803143±0.001528 test-auc:0.794498±0.005985 
[96]    train-auc:0.803147±0.001525 test-auc:0.794447±0.005951 
[97]    train-auc:0.803149±0.001523 test-auc:0.794405±0.006062 
[98]    train-auc:0.803189±0.001543 test-auc:0.794399±0.006066 
[99]    train-auc:0.803239±0.001560 test-auc:0.794419±0.006053 
[100]   train-auc:0.803275±0.001548 test-auc:0.794485±0.006014 
[101]   train-auc:0.803312±0.001571 test-auc:0.794593±0.005935 
[102]   train-auc:0.803314±0.001538 test-auc:0.794569±0.005940 
[103]   train-auc:0.803351±0.001537 test-auc:0.794501±0.005991 
[104]   train-auc:0.803410±0.001532 test-auc:0.794523±0.006037 
[105]   train-auc:0.803403±0.001548 test-auc:0.794542±0.006061 
[106]   train-auc:0.803499±0.001570 test-auc:0.794708±0.005987 
[107]   train-auc:0.803485±0.001554 test-auc:0.794675±0.005993 
[108]   train-auc:0.803563±0.001548 test-auc:0.794699±0.005890 
[109]   train-auc:0.803561±0.001556 test-auc:0.794761±0.005881 
[110]   train-auc:0.803580±0.001548 test-auc:0.794723±0.005867 
[111]   train-auc:0.803589±0.001554 test-auc:0.794663±0.005841 
[112]   train-auc:0.803639±0.001561 test-auc:0.794775±0.005797 
[113]   train-auc:0.803605±0.001544 test-auc:0.794733±0.005785 
[114]   train-auc:0.803623±0.001515 test-auc:0.794740±0.005759 
[115]   train-auc:0.803698±0.001502 test-auc:0.794871±0.005723 
[116]   train-auc:0.803712±0.001488 test-auc:0.794826±0.005690 
[117]   train-auc:0.803753±0.001479 test-auc:0.794879±0.005695 
[118]   train-auc:0.803780±0.001477 test-auc:0.794875±0.005675 
[119]   train-auc:0.803766±0.001478 test-auc:0.794882±0.005735 
[120]   train-auc:0.803798±0.001474 test-auc:0.794961±0.005700 
[121]   train-auc:0.803886±0.001445 test-auc:0.794992±0.005676 
[122]   train-auc:0.803963±0.001448 test-auc:0.794987±0.005690 
[123]   train-auc:0.804029±0.001452 test-auc:0.795078±0.005600 
[124]   train-auc:0.804044±0.001461 test-auc:0.795026±0.005629 
[125]   train-auc:0.804047±0.001440 test-auc:0.795002±0.005638 
[126]   train-auc:0.804095±0.001441 test-auc:0.794993±0.005658 
[127]   train-auc:0.804197±0.001459 test-auc:0.795114±0.005624 
[128]   train-auc:0.804193±0.001438 test-auc:0.795126±0.005643 
[129]   train-auc:0.804202±0.001435 test-auc:0.795050±0.005717 
[130]   train-auc:0.804234±0.001406 test-auc:0.795091±0.005696 
[131]   train-auc:0.804316±0.001387 test-auc:0.795124±0.005726 
[132]   train-auc:0.804357±0.001379 test-auc:0.795218±0.005834 
[133]   train-auc:0.804356±0.001380 test-auc:0.795261±0.005828 
[134]   train-auc:0.804414±0.001394 test-auc:0.795366±0.005759 
[135]   train-auc:0.804447±0.001390 test-auc:0.795351±0.005745 
[136]   train-auc:0.804444±0.001370 test-auc:0.795348±0.005823 
[137]   train-auc:0.804471±0.001400 test-auc:0.795407±0.005741 
[138]   train-auc:0.804564±0.001416 test-auc:0.795479±0.005754 
[139]   train-auc:0.804569±0.001414 test-auc:0.795473±0.005748 
[140]   train-auc:0.804594±0.001421 test-auc:0.795475±0.005782 
[141]   train-auc:0.804627±0.001413 test-auc:0.795511±0.005710 
[142]   train-auc:0.804643±0.001394 test-auc:0.795506±0.005707 
[143]   train-auc:0.804674±0.001413 test-auc:0.795559±0.005728 
[144]   train-auc:0.804752±0.001371 test-auc:0.795619±0.005709 
[145]   train-auc:0.804751±0.001406 test-auc:0.795636±0.005703 
[146]   train-auc:0.804812±0.001400 test-auc:0.795665±0.005672 
[147]   train-auc:0.804818±0.001375 test-auc:0.795647±0.005713 
[148]   train-auc:0.804834±0.001367 test-auc:0.795734±0.005720 
[149]   train-auc:0.804887±0.001390 test-auc:0.795740±0.005758 
[150]   train-auc:0.804952±0.001385 test-auc:0.795736±0.005757 
[151]   train-auc:0.805025±0.001380 test-auc:0.795819±0.005785 
[152]   train-auc:0.805067±0.001348 test-auc:0.795847±0.005791 
[153]   train-auc:0.805106±0.001366 test-auc:0.795923±0.005804 
[154]   train-auc:0.805226±0.001343 test-auc:0.796030±0.005762 
[155]   train-auc:0.805250±0.001328 test-auc:0.796058±0.005811 
[156]   train-auc:0.805289±0.001324 test-auc:0.796076±0.005809 
[157]   train-auc:0.805356±0.001330 test-auc:0.796182±0.005797 
[158]   train-auc:0.805372±0.001324 test-auc:0.796145±0.005798 
[159]   train-auc:0.805434±0.001318 test-auc:0.796173±0.005817 
[160]   train-auc:0.805443±0.001301 test-auc:0.796133±0.005869 
[161]   train-auc:0.805473±0.001307 test-auc:0.796200±0.005811 
[162]   train-auc:0.805532±0.001291 test-auc:0.796237±0.005799 
[163]   train-auc:0.805560±0.001289 test-auc:0.796288±0.005796 
[164]   train-auc:0.805602±0.001274 test-auc:0.796305±0.005765 
[165]   train-auc:0.805656±0.001255 test-auc:0.796316±0.005763 
[166]   train-auc:0.805736±0.001267 test-auc:0.796441±0.005774 
[167]   train-auc:0.805754±0.001280 test-auc:0.796487±0.005738 
[168]   train-auc:0.805781±0.001283 test-auc:0.796490±0.005772 
[169]   train-auc:0.805780±0.001282 test-auc:0.796502±0.005811 
[170]   train-auc:0.805849±0.001298 test-auc:0.796545±0.005789 
[171]   train-auc:0.805903±0.001304 test-auc:0.796584±0.005786 
[172]   train-auc:0.805938±0.001278 test-auc:0.796588±0.005819 
[173]   train-auc:0.805995±0.001280 test-auc:0.796644±0.005792 
[174]   train-auc:0.806048±0.001305 test-auc:0.796642±0.005799 
[175]   train-auc:0.806067±0.001314 test-auc:0.796649±0.005742 
[176]   train-auc:0.806130±0.001291 test-auc:0.796713±0.005727 
[177]   train-auc:0.806196±0.001283 test-auc:0.796734±0.005739 
[178]   train-auc:0.806233±0.001281 test-auc:0.796741±0.005741 
[179]   train-auc:0.806240±0.001291 test-auc:0.796754±0.005738 
[180]   train-auc:0.806273±0.001276 test-auc:0.796819±0.005762 
[181]   train-auc:0.806341±0.001287 test-auc:0.796797±0.005748 
[182]   train-auc:0.806401±0.001279 test-auc:0.796836±0.005814 
[183]   train-auc:0.806448±0.001258 test-auc:0.796848±0.005886 
[184]   train-auc:0.806468±0.001255 test-auc:0.796820±0.005903 
[185]   train-auc:0.806534±0.001228 test-auc:0.796869±0.005883 
[186]   train-auc:0.806606±0.001214 test-auc:0.796923±0.005846 
[187]   train-auc:0.806654±0.001225 test-auc:0.796968±0.005769 
[188]   train-auc:0.806719±0.001196 test-auc:0.797062±0.005799 
[189]   train-auc:0.806815±0.001187 test-auc:0.797156±0.005743 
[190]   train-auc:0.806824±0.001180 test-auc:0.797166±0.005778 
[191]   train-auc:0.806823±0.001182 test-auc:0.797207±0.005755 
[192]   train-auc:0.806861±0.001181 test-auc:0.797198±0.005762 
[193]   train-auc:0.806877±0.001181 test-auc:0.797240±0.005735 
[194]   train-auc:0.806939±0.001164 test-auc:0.797267±0.005726 
[195]   train-auc:0.806980±0.001135 test-auc:0.797329±0.005760 
[196]   train-auc:0.807024±0.001144 test-auc:0.797351±0.005745 
[197]   train-auc:0.807078±0.001133 test-auc:0.797438±0.005707 
[198]   train-auc:0.807149±0.001136 test-auc:0.797486±0.005755 
[199]   train-auc:0.807179±0.001119 test-auc:0.797506±0.005810 
[200]   train-auc:0.807221±0.001107 test-auc:0.797538±0.005805 
[201]   train-auc:0.807281±0.001110 test-auc:0.797611±0.005783 
[202]   train-auc:0.807335±0.001109 test-auc:0.797651±0.005798 
[203]   train-auc:0.807372±0.001104 test-auc:0.797678±0.005843 
[204]   train-auc:0.807420±0.001109 test-auc:0.797770±0.005816 
[205]   train-auc:0.807458±0.001121 test-auc:0.797793±0.005804 
[206]   train-auc:0.807518±0.001115 test-auc:0.797819±0.005786 
[207]   train-auc:0.807555±0.001123 test-auc:0.797827±0.005779 
[208]   train-auc:0.807586±0.001102 test-auc:0.797863±0.005742 
[209]   train-auc:0.807644±0.001080 test-auc:0.797861±0.005778 
[210]   train-auc:0.807708±0.001086 test-auc:0.797919±0.005774 
[211]   train-auc:0.807740±0.001057 test-auc:0.797948±0.005805 
[212]   train-auc:0.807779±0.001073 test-auc:0.797966±0.005795 
[213]   train-auc:0.807808±0.001069 test-auc:0.797980±0.005773 
[214]   train-auc:0.807868±0.001069 test-auc:0.798033±0.005756 
[215]   train-auc:0.807924±0.001077 test-auc:0.798066±0.005744 
[216]   train-auc:0.807982±0.001081 test-auc:0.798054±0.005771 
[217]   train-auc:0.807986±0.001059 test-auc:0.798105±0.005783 
[218]   train-auc:0.808022±0.001042 test-auc:0.798110±0.005746 
[219]   train-auc:0.808108±0.001041 test-auc:0.798178±0.005751 
[220]   train-auc:0.808168±0.001056 test-auc:0.798232±0.005740 
[221]   train-auc:0.808252±0.001053 test-auc:0.798295±0.005692 
[222]   train-auc:0.808315±0.001034 test-auc:0.798305±0.005726 
[223]   train-auc:0.808395±0.001054 test-auc:0.798367±0.005725 
[224]   train-auc:0.808423±0.001047 test-auc:0.798348±0.005687 
[225]   train-auc:0.808478±0.001030 test-auc:0.798351±0.005717 
[226]   train-auc:0.808536±0.001032 test-auc:0.798369±0.005680 
[227]   train-auc:0.808578±0.001004 test-auc:0.798418±0.005694 
[228]   train-auc:0.808597±0.001016 test-auc:0.798462±0.005688 
[229]   train-auc:0.808661±0.001015 test-auc:0.798524±0.005610 
[230]   train-auc:0.808701±0.001052 test-auc:0.798521±0.005572 
[231]   train-auc:0.808732±0.001040 test-auc:0.798460±0.005573 
[232]   train-auc:0.808810±0.001032 test-auc:0.798493±0.005533 
[233]   train-auc:0.808871±0.001024 test-auc:0.798506±0.005532 
[234]   train-auc:0.808936±0.001036 test-auc:0.798546±0.005509 
[235]   train-auc:0.808995±0.001030 test-auc:0.798525±0.005509 
[236]   train-auc:0.809025±0.001005 test-auc:0.798533±0.005537 
[237]   train-auc:0.809086±0.000985 test-auc:0.798630±0.005521 
[238]   train-auc:0.809144±0.001000 test-auc:0.798645±0.005480 
[239]   train-auc:0.809203±0.000977 test-auc:0.798685±0.005470 
[240]   train-auc:0.809230±0.000981 test-auc:0.798659±0.005480 
[241]   train-auc:0.809268±0.000962 test-auc:0.798692±0.005471 
[242]   train-auc:0.809319±0.000982 test-auc:0.798712±0.005488 
[243]   train-auc:0.809360±0.000963 test-auc:0.798725±0.005514 
[244]   train-auc:0.809406±0.000970 test-auc:0.798795±0.005492 
[245]   train-auc:0.809468±0.000977 test-auc:0.798827±0.005472 
[246]   train-auc:0.809480±0.000977 test-auc:0.798843±0.005470 
[247]   train-auc:0.809520±0.000965 test-auc:0.798879±0.005469 
[248]   train-auc:0.809566±0.000948 test-auc:0.798909±0.005457 
[249]   train-auc:0.809608±0.000927 test-auc:0.798926±0.005444 
[250]   train-auc:0.809638±0.000931 test-auc:0.798913±0.005429 
[251]   train-auc:0.809699±0.000917 test-auc:0.798910±0.005420 
[252]   train-auc:0.809764±0.000927 test-auc:0.798967±0.005407 
[253]   train-auc:0.809832±0.000965 test-auc:0.799001±0.005391 
[254]   train-auc:0.809892±0.000949 test-auc:0.799051±0.005388 
[255]   train-auc:0.809935±0.000950 test-auc:0.799050±0.005357 
[256]   train-auc:0.809969±0.000952 test-auc:0.799097±0.005344 
[257]   train-auc:0.810033±0.000940 test-auc:0.799129±0.005366 
[258]   train-auc:0.810103±0.000916 test-auc:0.799201±0.005391 
[259]   train-auc:0.810152±0.000895 test-auc:0.799240±0.005398 
[260]   train-auc:0.810185±0.000922 test-auc:0.799245±0.005360 
[261]   train-auc:0.810258±0.000937 test-auc:0.799260±0.005369 
[262]   train-auc:0.810306±0.000922 test-auc:0.799294±0.005403 
[263]   train-auc:0.810354±0.000921 test-auc:0.799329±0.005440 
[264]   train-auc:0.810407±0.000942 test-auc:0.799366±0.005406 
[265]   train-auc:0.810437±0.000934 test-auc:0.799396±0.005411 
[266]   train-auc:0.810466±0.000937 test-auc:0.799417±0.005405 
[267]   train-auc:0.810503±0.000924 test-auc:0.799409±0.005423 
[268]   train-auc:0.810567±0.000946 test-auc:0.799457±0.005402 
[269]   train-auc:0.810604±0.000949 test-auc:0.799479±0.005391 
[270]   train-auc:0.810675±0.000965 test-auc:0.799506±0.005389 
[271]   train-auc:0.810716±0.000959 test-auc:0.799521±0.005365 
[272]   train-auc:0.810743±0.000952 test-auc:0.799509±0.005340 
[273]   train-auc:0.810797±0.000949 test-auc:0.799523±0.005360 
[274]   train-auc:0.810840±0.000939 test-auc:0.799580±0.005413 
[275]   train-auc:0.810884±0.000949 test-auc:0.799616±0.005350 
[276]   train-auc:0.810909±0.000943 test-auc:0.799626±0.005381 
[277]   train-auc:0.810935±0.000944 test-auc:0.799641±0.005362 
[278]   train-auc:0.810945±0.000940 test-auc:0.799653±0.005392 
[279]   train-auc:0.810982±0.000948 test-auc:0.799683±0.005399 
[280]   train-auc:0.811020±0.001002 test-auc:0.799723±0.005360 
[281]   train-auc:0.811085±0.001010 test-auc:0.799770±0.005338 
[282]   train-auc:0.811118±0.001012 test-auc:0.799801±0.005338 
[283]   train-auc:0.811154±0.001031 test-auc:0.799811±0.005294 
[284]   train-auc:0.811185±0.001011 test-auc:0.799822±0.005309 
[285]   train-auc:0.811240±0.001042 test-auc:0.799840±0.005282 
[286]   train-auc:0.811286±0.001026 test-auc:0.799878±0.005306 
[287]   train-auc:0.811340±0.001021 test-auc:0.799889±0.005302 
[288]   train-auc:0.811361±0.001017 test-auc:0.799897±0.005298 
[289]   train-auc:0.811389±0.001028 test-auc:0.799908±0.005234 
[290]   train-auc:0.811419±0.001024 test-auc:0.799903±0.005219 
[291]   train-auc:0.811456±0.001014 test-auc:0.799950±0.005235 
[292]   train-auc:0.811486±0.001012 test-auc:0.799919±0.005213 
[293]   train-auc:0.811526±0.001049 test-auc:0.799930±0.005182 
[294]   train-auc:0.811546±0.001066 test-auc:0.799919±0.005198 
[295]   train-auc:0.811600±0.001044 test-auc:0.799967±0.005232 
[296]   train-auc:0.811656±0.001055 test-auc:0.800032±0.005237 
[297]   train-auc:0.811684±0.001055 test-auc:0.800014±0.005228 
[298]   train-auc:0.811714±0.001047 test-auc:0.800011±0.005203 
[299]   train-auc:0.811751±0.001044 test-auc:0.800029±0.005199 
[300]   train-auc:0.811796±0.001035 test-auc:0.800051±0.005232 
[301]   train-auc:0.811830±0.001026 test-auc:0.800059±0.005189 
[302]   train-auc:0.811857±0.001020 test-auc:0.800088±0.005216 
[303]   train-auc:0.811909±0.001022 test-auc:0.800072±0.005186 
[304]   train-auc:0.811920±0.001032 test-auc:0.800058±0.005182 
[305]   train-auc:0.811971±0.001019 test-auc:0.800082±0.005166 
[306]   train-auc:0.812016±0.001020 test-auc:0.800119±0.005123 
[307]   train-auc:0.812041±0.001019 test-auc:0.800130±0.005119 
[308]   train-auc:0.812091±0.001003 test-auc:0.800106±0.005128 
[309]   train-auc:0.812129±0.001003 test-auc:0.800139±0.005116 
[310]   train-auc:0.812178±0.000995 test-auc:0.800179±0.005107 
[311]   train-auc:0.812217±0.001001 test-auc:0.800195±0.005112 
[312]   train-auc:0.812255±0.001003 test-auc:0.800245±0.005115 
[313]   train-auc:0.812295±0.001003 test-auc:0.800251±0.005161 
[314]   train-auc:0.812356±0.000990 test-auc:0.800258±0.005139 
[315]   train-auc:0.812406±0.001006 test-auc:0.800254±0.005113 
[316]   train-auc:0.812417±0.001003 test-auc:0.800249±0.005123 
[317]   train-auc:0.812468±0.001020 test-auc:0.800283±0.005113 
[318]   train-auc:0.812492±0.001020 test-auc:0.800264±0.005124 
[319]   train-auc:0.812530±0.001013 test-auc:0.800269±0.005154 
[320]   train-auc:0.812548±0.001013 test-auc:0.800271±0.005170 
[321]   train-auc:0.812575±0.001023 test-auc:0.800288±0.005156 
[322]   train-auc:0.812624±0.001021 test-auc:0.800307±0.005164 
[323]   train-auc:0.812676±0.001025 test-auc:0.800349±0.005134 
[324]   train-auc:0.812704±0.001034 test-auc:0.800360±0.005091 
[325]   train-auc:0.812735±0.001029 test-auc:0.800378±0.005104 
[326]   train-auc:0.812786±0.001005 test-auc:0.800397±0.005103 
[327]   train-auc:0.812844±0.000998 test-auc:0.800386±0.005087 
[328]   train-auc:0.812882±0.000997 test-auc:0.800375±0.005097 
[329]   train-auc:0.812918±0.000985 test-auc:0.800365±0.005069 
[330]   train-auc:0.812959±0.000967 test-auc:0.800365±0.005068 
[331]   train-auc:0.813011±0.000974 test-auc:0.800355±0.005043 
[332]   train-auc:0.813053±0.000968 test-auc:0.800358±0.005037 
[333]   train-auc:0.813075±0.000970 test-auc:0.800364±0.005053 
[334]   train-auc:0.813122±0.000977 test-auc:0.800386±0.005070 
[335]   train-auc:0.813165±0.000946 test-auc:0.800412±0.005057 
[336]   train-auc:0.813193±0.000944 test-auc:0.800414±0.005036 
[337]   train-auc:0.813227±0.000939 test-auc:0.800400±0.005033 
[338]   train-auc:0.813257±0.000947 test-auc:0.800390±0.005061 
[339]   train-auc:0.813316±0.000959 test-auc:0.800431±0.005091 
[340]   train-auc:0.813369±0.000976 test-auc:0.800479±0.005081 
[341]   train-auc:0.813404±0.000981 test-auc:0.800491±0.005072 
[342]   train-auc:0.813432±0.000993 test-auc:0.800485±0.005105 
[343]   train-auc:0.813462±0.001000 test-auc:0.800509±0.005100 
[344]   train-auc:0.813488±0.000987 test-auc:0.800488±0.005110 
[345]   train-auc:0.813533±0.000976 test-auc:0.800521±0.005121 
[346]   train-auc:0.813559±0.000986 test-auc:0.800544±0.005125 
[347]   train-auc:0.813577±0.000996 test-auc:0.800530±0.005108 
[348]   train-auc:0.813608±0.001006 test-auc:0.800559±0.005094 
[349]   train-auc:0.813652±0.000987 test-auc:0.800566±0.005093 
[350]   train-auc:0.813684±0.000985 test-auc:0.800553±0.005086 
[351]   train-auc:0.813716±0.000976 test-auc:0.800561±0.005114 
[352]   train-auc:0.813757±0.000984 test-auc:0.800577±0.005077 
[353]   train-auc:0.813800±0.000980 test-auc:0.800590±0.005032 
[354]   train-auc:0.813828±0.000973 test-auc:0.800578±0.004991 
[355]   train-auc:0.813876±0.000988 test-auc:0.800600±0.004994 
[356]   train-auc:0.813901±0.000981 test-auc:0.800601±0.005003 
[357]   train-auc:0.813923±0.000972 test-auc:0.800613±0.004994 
[358]   train-auc:0.813949±0.000983 test-auc:0.800603±0.005007 
[359]   train-auc:0.814016±0.000994 test-auc:0.800612±0.005004 
[360]   train-auc:0.814036±0.000988 test-auc:0.800603±0.005016 
[361]   train-auc:0.814080±0.000987 test-auc:0.800590±0.004983 
[362]   train-auc:0.814107±0.000979 test-auc:0.800589±0.004975 
[363]   train-auc:0.814139±0.000979 test-auc:0.800578±0.004989 
[364]   train-auc:0.814179±0.000984 test-auc:0.800609±0.005027 
[365]   train-auc:0.814212±0.000986 test-auc:0.800613±0.005038 
[366]   train-auc:0.814254±0.000982 test-auc:0.800612±0.005030 
[367]   train-auc:0.814289±0.000993 test-auc:0.800650±0.005011 
[368]   train-auc:0.814321±0.000997 test-auc:0.800658±0.005015 
[369]   train-auc:0.814338±0.000996 test-auc:0.800665±0.004998 
[370]   train-auc:0.814378±0.000987 test-auc:0.800647±0.005006 
[371]   train-auc:0.814411±0.000975 test-auc:0.800659±0.005020 
[372]   train-auc:0.814441±0.000977 test-auc:0.800664±0.005027 
[373]   train-auc:0.814487±0.000945 test-auc:0.800665±0.005016 
[374]   train-auc:0.814532±0.000954 test-auc:0.800661±0.005006 
[375]   train-auc:0.814568±0.000957 test-auc:0.800682±0.005030 
[376]   train-auc:0.814603±0.000962 test-auc:0.800703±0.005034 
[377]   train-auc:0.814642±0.000970 test-auc:0.800743±0.005075 
[378]   train-auc:0.814673±0.000974 test-auc:0.800751±0.005056 
[379]   train-auc:0.814699±0.000982 test-auc:0.800779±0.005069 
[380]   train-auc:0.814731±0.000973 test-auc:0.800802±0.005072 
[381]   train-auc:0.814768±0.000968 test-auc:0.800795±0.005076 
[382]   train-auc:0.814798±0.000966 test-auc:0.800812±0.005093 
[383]   train-auc:0.814855±0.000955 test-auc:0.800789±0.005090 
[384]   train-auc:0.814880±0.000964 test-auc:0.800803±0.005100 
[385]   train-auc:0.814914±0.000967 test-auc:0.800804±0.005093 
[386]   train-auc:0.814939±0.000973 test-auc:0.800787±0.005076 
[387]   train-auc:0.814972±0.000981 test-auc:0.800782±0.005077 
[388]   train-auc:0.814991±0.000976 test-auc:0.800790±0.005072 
[389]   train-auc:0.815042±0.000981 test-auc:0.800774±0.005105 
[390]   train-auc:0.815067±0.000991 test-auc:0.800778±0.005086 
[391]   train-auc:0.815106±0.000982 test-auc:0.800786±0.005076 
[392]   train-auc:0.815153±0.000999 test-auc:0.800813±0.005068 
[393]   train-auc:0.815171±0.000983 test-auc:0.800810±0.005085 
[394]   train-auc:0.815221±0.000977 test-auc:0.800803±0.005097 
[395]   train-auc:0.815248±0.000967 test-auc:0.800811±0.005103 
[396]   train-auc:0.815273±0.000964 test-auc:0.800808±0.005103 
[397]   train-auc:0.815315±0.000953 test-auc:0.800828±0.005112 
[398]   train-auc:0.815341±0.000959 test-auc:0.800833±0.005130 
[399]   train-auc:0.815395±0.000967 test-auc:0.800856±0.005123 
[400]   train-auc:0.815429±0.000954 test-auc:0.800853±0.005109 
[401]   train-auc:0.815446±0.000958 test-auc:0.800885±0.005104 
[402]   train-auc:0.815471±0.000948 test-auc:0.800905±0.005122 
[403]   train-auc:0.815528±0.000954 test-auc:0.800910±0.005128 
[404]   train-auc:0.815570±0.000965 test-auc:0.800933±0.005160 
[405]   train-auc:0.815592±0.000963 test-auc:0.800914±0.005174 
[406]   train-auc:0.815625±0.000969 test-auc:0.800925±0.005149 
[407]   train-auc:0.815683±0.000947 test-auc:0.800961±0.005156 
[408]   train-auc:0.815710±0.000943 test-auc:0.800945±0.005150 
[409]   train-auc:0.815762±0.000950 test-auc:0.800974±0.005159 
[410]   train-auc:0.815777±0.000953 test-auc:0.800984±0.005163 
[411]   train-auc:0.815823±0.000955 test-auc:0.801021±0.005144 
[412]   train-auc:0.815868±0.000965 test-auc:0.801029±0.005166 
[413]   train-auc:0.815900±0.000960 test-auc:0.801034±0.005168 
[414]   train-auc:0.815945±0.000969 test-auc:0.801041±0.005212 
[415]   train-auc:0.815990±0.000968 test-auc:0.801077±0.005222 
[416]   train-auc:0.816028±0.000960 test-auc:0.801082±0.005225 
[417]   train-auc:0.816045±0.000965 test-auc:0.801092±0.005234 
[418]   train-auc:0.816079±0.000971 test-auc:0.801079±0.005233 
[419]   train-auc:0.816099±0.000968 test-auc:0.801089±0.005242 
[420]   train-auc:0.816124±0.000968 test-auc:0.801109±0.005263 
[421]   train-auc:0.816143±0.000975 test-auc:0.801114±0.005256 
[422]   train-auc:0.816172±0.000983 test-auc:0.801134±0.005255 
[423]   train-auc:0.816221±0.000973 test-auc:0.801155±0.005279 
[424]   train-auc:0.816243±0.000955 test-auc:0.801158±0.005297 
[425]   train-auc:0.816287±0.000941 test-auc:0.801176±0.005336 
[426]   train-auc:0.816322±0.000956 test-auc:0.801198±0.005339 
[427]   train-auc:0.816361±0.000941 test-auc:0.801212±0.005343 
[428]   train-auc:0.816401±0.000944 test-auc:0.801225±0.005319 
[429]   train-auc:0.816446±0.000924 test-auc:0.801227±0.005339 
[430]   train-auc:0.816488±0.000933 test-auc:0.801257±0.005347 
[431]   train-auc:0.816508±0.000924 test-auc:0.801268±0.005351 
[432]   train-auc:0.816547±0.000908 test-auc:0.801289±0.005369 
[433]   train-auc:0.816580±0.000893 test-auc:0.801315±0.005404 
[434]   train-auc:0.816612±0.000890 test-auc:0.801335±0.005392 
[435]   train-auc:0.816636±0.000873 test-auc:0.801333±0.005390 
[436]   train-auc:0.816670±0.000858 test-auc:0.801353±0.005390 
[437]   train-auc:0.816714±0.000854 test-auc:0.801380±0.005387 
[438]   train-auc:0.816750±0.000840 test-auc:0.801387±0.005369 
[439]   train-auc:0.816764±0.000837 test-auc:0.801378±0.005374 
[440]   train-auc:0.816793±0.000826 test-auc:0.801386±0.005392 
[441]   train-auc:0.816810±0.000822 test-auc:0.801386±0.005412 
[442]   train-auc:0.816847±0.000809 test-auc:0.801392±0.005417 
[443]   train-auc:0.816875±0.000815 test-auc:0.801386±0.005424 
[444]   train-auc:0.816904±0.000804 test-auc:0.801377±0.005404 
[445]   train-auc:0.816938±0.000804 test-auc:0.801371±0.005378 
[446]   train-auc:0.816960±0.000808 test-auc:0.801379±0.005387 
[447]   train-auc:0.817003±0.000795 test-auc:0.801396±0.005395 
[448]   train-auc:0.817038±0.000788 test-auc:0.801410±0.005388 
[449]   train-auc:0.817071±0.000767 test-auc:0.801447±0.005426 
[450]   train-auc:0.817099±0.000757 test-auc:0.801464±0.005435 
[451]   train-auc:0.817122±0.000748 test-auc:0.801469±0.005458 
[452]   train-auc:0.817152±0.000749 test-auc:0.801478±0.005456 
[453]   train-auc:0.817178±0.000732 test-auc:0.801477±0.005469 
[454]   train-auc:0.817220±0.000732 test-auc:0.801487±0.005443 
[455]   train-auc:0.817232±0.000734 test-auc:0.801486±0.005455 
[456]   train-auc:0.817259±0.000716 test-auc:0.801505±0.005480 
[457]   train-auc:0.817297±0.000721 test-auc:0.801517±0.005467 
[458]   train-auc:0.817320±0.000723 test-auc:0.801520±0.005486 
[459]   train-auc:0.817351±0.000710 test-auc:0.801514±0.005496 
[460]   train-auc:0.817379±0.000687 test-auc:0.801537±0.005512 
[461]   train-auc:0.817404±0.000681 test-auc:0.801537±0.005511 
[462]   train-auc:0.817428±0.000667 test-auc:0.801514±0.005518 
[463]   train-auc:0.817471±0.000652 test-auc:0.801511±0.005503 
[464]   train-auc:0.817497±0.000642 test-auc:0.801508±0.005502 
[465]   train-auc:0.817513±0.000635 test-auc:0.801537±0.005501 
[466]   train-auc:0.817541±0.000626 test-auc:0.801567±0.005499 
[467]   train-auc:0.817561±0.000617 test-auc:0.801567±0.005491 
[468]   train-auc:0.817597±0.000619 test-auc:0.801606±0.005519 
[469]   train-auc:0.817629±0.000620 test-auc:0.801624±0.005522 
[470]   train-auc:0.817655±0.000612 test-auc:0.801627±0.005540 
[471]   train-auc:0.817696±0.000602 test-auc:0.801664±0.005543 
[472]   train-auc:0.817726±0.000595 test-auc:0.801678±0.005551 
[473]   train-auc:0.817744±0.000584 test-auc:0.801685±0.005549 
[474]   train-auc:0.817770±0.000606 test-auc:0.801692±0.005545 
[475]   train-auc:0.817798±0.000600 test-auc:0.801708±0.005549 
[476]   train-auc:0.817830±0.000590 test-auc:0.801708±0.005528 
[477]   train-auc:0.817867±0.000572 test-auc:0.801715±0.005546 
[478]   train-auc:0.817900±0.000585 test-auc:0.801738±0.005529 
[479]   train-auc:0.817922±0.000579 test-auc:0.801779±0.005579 
[480]   train-auc:0.817959±0.000561 test-auc:0.801795±0.005561 
[481]   train-auc:0.817990±0.000552 test-auc:0.801824±0.005576 
[482]   train-auc:0.818007±0.000557 test-auc:0.801827±0.005587 
[483]   train-auc:0.818043±0.000544 test-auc:0.801848±0.005580 
[484]   train-auc:0.818075±0.000540 test-auc:0.801890±0.005600 
[485]   train-auc:0.818095±0.000538 test-auc:0.801886±0.005620 
[486]   train-auc:0.818115±0.000539 test-auc:0.801870±0.005638 
[487]   train-auc:0.818145±0.000535 test-auc:0.801885±0.005647 
[488]   train-auc:0.818161±0.000531 test-auc:0.801895±0.005658 
[489]   train-auc:0.818183±0.000542 test-auc:0.801896±0.005670 
[490]   train-auc:0.818216±0.000532 test-auc:0.801913±0.005676 
[491]   train-auc:0.818243±0.000525 test-auc:0.801929±0.005691 
[492]   train-auc:0.818257±0.000517 test-auc:0.801919±0.005675 
[493]   train-auc:0.818265±0.000523 test-auc:0.801942±0.005670 
[494]   train-auc:0.818297±0.000525 test-auc:0.801940±0.005679 
[495]   train-auc:0.818306±0.000528 test-auc:0.801945±0.005686 
[496]   train-auc:0.818335±0.000526 test-auc:0.801953±0.005696 
[497]   train-auc:0.818359±0.000515 test-auc:0.801971±0.005701 
[498]   train-auc:0.818390±0.000519 test-auc:0.801969±0.005681 
[499]   train-auc:0.818399±0.000513 test-auc:0.801978±0.005694 
[500]   train-auc:0.818423±0.000512 test-auc:0.801978±0.005694 
[501]   train-auc:0.818447±0.000506 test-auc:0.801993±0.005718 
[502]   train-auc:0.818470±0.000503 test-auc:0.802023±0.005733 
[503]   train-auc:0.818488±0.000492 test-auc:0.802032±0.005749 
[504]   train-auc:0.818505±0.000488 test-auc:0.802030±0.005768 
[505]   train-auc:0.818527±0.000476 test-auc:0.802033±0.005797 
[506]   train-auc:0.818550±0.000468 test-auc:0.802033±0.005804 
[507]   train-auc:0.818562±0.000459 test-auc:0.802023±0.005822 
[508]   train-auc:0.818581±0.000465 test-auc:0.802039±0.005821 
[509]   train-auc:0.818612±0.000450 test-auc:0.802047±0.005825 
[510]   train-auc:0.818653±0.000451 test-auc:0.802057±0.005832 
[511]   train-auc:0.818694±0.000455 test-auc:0.802080±0.005832 
[512]   train-auc:0.818728±0.000453 test-auc:0.802072±0.005820 
[513]   train-auc:0.818747±0.000455 test-auc:0.802067±0.005811 
[514]   train-auc:0.818778±0.000465 test-auc:0.802075±0.005824 
[515]   train-auc:0.818799±0.000457 test-auc:0.802078±0.005824 
[516]   train-auc:0.818817±0.000441 test-auc:0.802096±0.005846 
[517]   train-auc:0.818849±0.000426 test-auc:0.802106±0.005857 
[518]   train-auc:0.818875±0.000424 test-auc:0.802137±0.005858 
[519]   train-auc:0.818885±0.000420 test-auc:0.802142±0.005866 
[520]   train-auc:0.818908±0.000422 test-auc:0.802120±0.005854 
[521]   train-auc:0.818955±0.000412 test-auc:0.802158±0.005865 
[522]   train-auc:0.818981±0.000403 test-auc:0.802157±0.005853 
[523]   train-auc:0.818996±0.000394 test-auc:0.802153±0.005851 
[524]   train-auc:0.819024±0.000406 test-auc:0.802156±0.005860 
[525]   train-auc:0.819040±0.000417 test-auc:0.802143±0.005859 
[526]   train-auc:0.819056±0.000410 test-auc:0.802146±0.005872 
[527]   train-auc:0.819101±0.000391 test-auc:0.802175±0.005872 
[528]   train-auc:0.819133±0.000392 test-auc:0.802165±0.005873 
[529]   train-auc:0.819156±0.000385 test-auc:0.802172±0.005875 
[530]   train-auc:0.819183±0.000384 test-auc:0.802171±0.005863 
[531]   train-auc:0.819200±0.000376 test-auc:0.802182±0.005881 
[532]   train-auc:0.819218±0.000376 test-auc:0.802196±0.005869 
[533]   train-auc:0.819243±0.000393 test-auc:0.802210±0.005840 
[534]   train-auc:0.819278±0.000384 test-auc:0.802215±0.005843 
[535]   train-auc:0.819305±0.000369 test-auc:0.802228±0.005853 
[536]   train-auc:0.819341±0.000360 test-auc:0.802235±0.005863 
[537]   train-auc:0.819365±0.000356 test-auc:0.802252±0.005858 
[538]   train-auc:0.819384±0.000358 test-auc:0.802270±0.005834 
[539]   train-auc:0.819405±0.000362 test-auc:0.802288±0.005831 
[540]   train-auc:0.819434±0.000370 test-auc:0.802303±0.005836 
[541]   train-auc:0.819454±0.000376 test-auc:0.802286±0.005813 
[542]   train-auc:0.819486±0.000362 test-auc:0.802315±0.005787 
[543]   train-auc:0.819516±0.000355 test-auc:0.802314±0.005806 
[544]   train-auc:0.819537±0.000364 test-auc:0.802324±0.005794 
[545]   train-auc:0.819555±0.000352 test-auc:0.802330±0.005790 
[546]   train-auc:0.819584±0.000352 test-auc:0.802334±0.005771 
[547]   train-auc:0.819599±0.000353 test-auc:0.802322±0.005781 
[548]   train-auc:0.819634±0.000349 test-auc:0.802344±0.005762 
[549]   train-auc:0.819660±0.000360 test-auc:0.802362±0.005785 
[550]   train-auc:0.819677±0.000365 test-auc:0.802383±0.005790 
[551]   train-auc:0.819705±0.000359 test-auc:0.802378±0.005773 
[552]   train-auc:0.819729±0.000351 test-auc:0.802394±0.005768 
[553]   train-auc:0.819750±0.000352 test-auc:0.802424±0.005776 
[554]   train-auc:0.819776±0.000338 test-auc:0.802439±0.005777 
[555]   train-auc:0.819793±0.000344 test-auc:0.802426±0.005769 
[556]   train-auc:0.819823±0.000335 test-auc:0.802412±0.005775 
[557]   train-auc:0.819872±0.000341 test-auc:0.802432±0.005782 
[558]   train-auc:0.819902±0.000353 test-auc:0.802468±0.005789 
[559]   train-auc:0.819939±0.000360 test-auc:0.802491±0.005796 
[560]   train-auc:0.819950±0.000358 test-auc:0.802493±0.005810 
[561]   train-auc:0.819970±0.000355 test-auc:0.802482±0.005797 
[562]   train-auc:0.819982±0.000354 test-auc:0.802486±0.005814 
[563]   train-auc:0.820017±0.000352 test-auc:0.802491±0.005792 
[564]   train-auc:0.820034±0.000343 test-auc:0.802490±0.005780 
[565]   train-auc:0.820070±0.000344 test-auc:0.802504±0.005793 
[566]   train-auc:0.820098±0.000335 test-auc:0.802513±0.005805 
[567]   train-auc:0.820134±0.000346 test-auc:0.802524±0.005822 
[568]   train-auc:0.820169±0.000340 test-auc:0.802520±0.005826 
[569]   train-auc:0.820169±0.000340 test-auc:0.802529±0.005824 
[570]   train-auc:0.820195±0.000334 test-auc:0.802536±0.005821 
[571]   train-auc:0.820224±0.000328 test-auc:0.802549±0.005835 
[572]   train-auc:0.820241±0.000342 test-auc:0.802549±0.005817 
[573]   train-auc:0.820282±0.000349 test-auc:0.802554±0.005820 
[574]   train-auc:0.820299±0.000330 test-auc:0.802562±0.005827 
[575]   train-auc:0.820319±0.000331 test-auc:0.802575±0.005835 
[576]   train-auc:0.820332±0.000326 test-auc:0.802573±0.005833 
[577]   train-auc:0.820355±0.000330 test-auc:0.802576±0.005812 
[578]   train-auc:0.820380±0.000345 test-auc:0.802591±0.005793 
[579]   train-auc:0.820412±0.000343 test-auc:0.802599±0.005787 
[580]   train-auc:0.820431±0.000343 test-auc:0.802590±0.005791 
[581]   train-auc:0.820464±0.000340 test-auc:0.802625±0.005779 
[582]   train-auc:0.820477±0.000339 test-auc:0.802610±0.005753 
[583]   train-auc:0.820487±0.000341 test-auc:0.802622±0.005753 
[584]   train-auc:0.820520±0.000328 test-auc:0.802643±0.005782 
[585]   train-auc:0.820538±0.000327 test-auc:0.802635±0.005766 
[586]   train-auc:0.820572±0.000328 test-auc:0.802666±0.005778 
[587]   train-auc:0.820588±0.000329 test-auc:0.802664±0.005778 
[588]   train-auc:0.820619±0.000330 test-auc:0.802675±0.005779 
[589]   train-auc:0.820642±0.000316 test-auc:0.802689±0.005775 
[590]   train-auc:0.820669±0.000319 test-auc:0.802685±0.005773 
[591]   train-auc:0.820694±0.000335 test-auc:0.802696±0.005783 
[592]   train-auc:0.820720±0.000320 test-auc:0.802704±0.005767 
[593]   train-auc:0.820748±0.000324 test-auc:0.802704±0.005772 
[594]   train-auc:0.820780±0.000334 test-auc:0.802722±0.005762 
[595]   train-auc:0.820796±0.000329 test-auc:0.802731±0.005760 
[596]   train-auc:0.820839±0.000328 test-auc:0.802743±0.005773 
[597]   train-auc:0.820865±0.000325 test-auc:0.802749±0.005782 
[598]   train-auc:0.820883±0.000327 test-auc:0.802766±0.005793 
[599]   train-auc:0.820902±0.000331 test-auc:0.802779±0.005799 
[600]   train-auc:0.820925±0.000330 test-auc:0.802800±0.005809 
[601]   train-auc:0.820946±0.000320 test-auc:0.802815±0.005807 
[602]   train-auc:0.820965±0.000323 test-auc:0.802799±0.005796 
[603]   train-auc:0.820998±0.000322 test-auc:0.802797±0.005796 
[604]   train-auc:0.821020±0.000320 test-auc:0.802805±0.005805 
[605]   train-auc:0.821054±0.000332 test-auc:0.802814±0.005804 
[606]   train-auc:0.821073±0.000323 test-auc:0.802825±0.005817 
[607]   train-auc:0.821109±0.000343 test-auc:0.802828±0.005809 
[608]   train-auc:0.821123±0.000349 test-auc:0.802836±0.005819 
[609]   train-auc:0.821153±0.000342 test-auc:0.802841±0.005826 
[610]   train-auc:0.821182±0.000359 test-auc:0.802835±0.005816 
[611]   train-auc:0.821196±0.000358 test-auc:0.802843±0.005808 
[612]   train-auc:0.821207±0.000355 test-auc:0.802853±0.005807 
[613]   train-auc:0.821226±0.000355 test-auc:0.802860±0.005810 
[614]   train-auc:0.821246±0.000354 test-auc:0.802867±0.005818 
[615]   train-auc:0.821277±0.000359 test-auc:0.802862±0.005804 
[616]   train-auc:0.821313±0.000355 test-auc:0.802880±0.005797 
[617]   train-auc:0.821334±0.000353 test-auc:0.802883±0.005787 
[618]   train-auc:0.821364±0.000360 test-auc:0.802918±0.005794 
[619]   train-auc:0.821388±0.000361 test-auc:0.802914±0.005801 
[620]   train-auc:0.821418±0.000366 test-auc:0.802907±0.005801 
[621]   train-auc:0.821446±0.000356 test-auc:0.802921±0.005805 
[622]   train-auc:0.821476±0.000350 test-auc:0.802934±0.005794 
[623]   train-auc:0.821505±0.000363 test-auc:0.802934±0.005814 
[624]   train-auc:0.821534±0.000361 test-auc:0.802968±0.005798 
[625]   train-auc:0.821560±0.000356 test-auc:0.802961±0.005800 
[626]   train-auc:0.821581±0.000354 test-auc:0.802957±0.005806 
[627]   train-auc:0.821608±0.000356 test-auc:0.802956±0.005799 
[628]   train-auc:0.821635±0.000358 test-auc:0.802947±0.005791 
[629]   train-auc:0.821657±0.000360 test-auc:0.802954±0.005781 
[630]   train-auc:0.821686±0.000361 test-auc:0.802958±0.005768 
[631]   train-auc:0.821699±0.000354 test-auc:0.802949±0.005772 
[632]   train-auc:0.821711±0.000361 test-auc:0.802947±0.005777 
[633]   train-auc:0.821742±0.000371 test-auc:0.802959±0.005797 
[634]   train-auc:0.821769±0.000363 test-auc:0.802969±0.005801 
[635]   train-auc:0.821794±0.000351 test-auc:0.802968±0.005799 
[636]   train-auc:0.821810±0.000344 test-auc:0.802983±0.005794 
[637]   train-auc:0.821839±0.000345 test-auc:0.802990±0.005799 
[638]   train-auc:0.821861±0.000359 test-auc:0.802979±0.005818 
[639]   train-auc:0.821892±0.000359 test-auc:0.802980±0.005803 
[640]   train-auc:0.821911±0.000362 test-auc:0.802967±0.005809 
[641]   train-auc:0.821935±0.000358 test-auc:0.802981±0.005780 
[642]   train-auc:0.821947±0.000356 test-auc:0.802975±0.005784 
[643]   train-auc:0.821972±0.000356 test-auc:0.802982±0.005779 
[644]   train-auc:0.821994±0.000367 test-auc:0.802982±0.005786 
[645]   train-auc:0.822003±0.000372 test-auc:0.802990±0.005784 
[646]   train-auc:0.822026±0.000375 test-auc:0.802989±0.005771 
[647]   train-auc:0.822045±0.000378 test-auc:0.802989±0.005791 
[648]   train-auc:0.822071±0.000383 test-auc:0.802985±0.005771 
[649]   train-auc:0.822085±0.000376 test-auc:0.802973±0.005770 
[650]   train-auc:0.822101±0.000370 test-auc:0.802979±0.005772 
[651]   train-auc:0.822131±0.000380 test-auc:0.802977±0.005765 
[652]   train-auc:0.822153±0.000377 test-auc:0.802980±0.005761 
[653]   train-auc:0.822172±0.000375 test-auc:0.802991±0.005772 
[654]   train-auc:0.822196±0.000381 test-auc:0.802987±0.005757 
[655]   train-auc:0.822214±0.000386 test-auc:0.802991±0.005749 
[656]   train-auc:0.822225±0.000392 test-auc:0.802996±0.005765 
[657]   train-auc:0.822243±0.000388 test-auc:0.803019±0.005765 
[658]   train-auc:0.822260±0.000382 test-auc:0.803019±0.005752 
[659]   train-auc:0.822279±0.000376 test-auc:0.803026±0.005762 
[660]   train-auc:0.822296±0.000384 test-auc:0.803029±0.005776 
[661]   train-auc:0.822320±0.000381 test-auc:0.803041±0.005779 
[662]   train-auc:0.822335±0.000375 test-auc:0.803041±0.005788 
[663]   train-auc:0.822345±0.000386 test-auc:0.803050±0.005798 
[664]   train-auc:0.822367±0.000406 test-auc:0.803065±0.005804 
[665]   train-auc:0.822384±0.000405 test-auc:0.803055±0.005800 
[666]   train-auc:0.822409±0.000406 test-auc:0.803059±0.005820 
[667]   train-auc:0.822427±0.000407 test-auc:0.803057±0.005813 
[668]   train-auc:0.822452±0.000421 test-auc:0.803071±0.005808 
[669]   train-auc:0.822480±0.000424 test-auc:0.803080±0.005815 
[670]   train-auc:0.822490±0.000414 test-auc:0.803076±0.005820 
[671]   train-auc:0.822509±0.000411 test-auc:0.803083±0.005820 
[672]   train-auc:0.822537±0.000421 test-auc:0.803119±0.005821 
[673]   train-auc:0.822567±0.000419 test-auc:0.803104±0.005828 
[674]   train-auc:0.822578±0.000427 test-auc:0.803110±0.005831 
[675]   train-auc:0.822600±0.000425 test-auc:0.803121±0.005849 
[676]   train-auc:0.822613±0.000414 test-auc:0.803118±0.005856 
[677]   train-auc:0.822639±0.000414 test-auc:0.803123±0.005837 
[678]   train-auc:0.822657±0.000407 test-auc:0.803124±0.005844 
[679]   train-auc:0.822669±0.000406 test-auc:0.803121±0.005844 
[680]   train-auc:0.822691±0.000416 test-auc:0.803124±0.005845 
[681]   train-auc:0.822722±0.000417 test-auc:0.803134±0.005869 
[682]   train-auc:0.822736±0.000415 test-auc:0.803139±0.005858 
[683]   train-auc:0.822758±0.000418 test-auc:0.803146±0.005851 
[684]   train-auc:0.822785±0.000411 test-auc:0.803143±0.005853 
[685]   train-auc:0.822798±0.000402 test-auc:0.803157±0.005864 
[686]   train-auc:0.822820±0.000411 test-auc:0.803150±0.005876 
[687]   train-auc:0.822840±0.000425 test-auc:0.803174±0.005891 
[688]   train-auc:0.822862±0.000420 test-auc:0.803177±0.005894 
[689]   train-auc:0.822878±0.000425 test-auc:0.803198±0.005912 
[690]   train-auc:0.822895±0.000420 test-auc:0.803183±0.005912 
[691]   train-auc:0.822924±0.000419 test-auc:0.803194±0.005912 
[692]   train-auc:0.822945±0.000430 test-auc:0.803212±0.005920 
[693]   train-auc:0.822958±0.000432 test-auc:0.803215±0.005936 
[694]   train-auc:0.822970±0.000421 test-auc:0.803212±0.005931 
[695]   train-auc:0.822996±0.000416 test-auc:0.803230±0.005934 
[696]   train-auc:0.823015±0.000412 test-auc:0.803255±0.005941 
[697]   train-auc:0.823032±0.000414 test-auc:0.803256±0.005952 
[698]   train-auc:0.823056±0.000420 test-auc:0.803253±0.005943 
[699]   train-auc:0.823069±0.000420 test-auc:0.803257±0.005941 
[700]   train-auc:0.823087±0.000426 test-auc:0.803267±0.005948 
[701]   train-auc:0.823108±0.000437 test-auc:0.803261±0.005961 
[702]   train-auc:0.823134±0.000432 test-auc:0.803267±0.005973 
[703]   train-auc:0.823157±0.000432 test-auc:0.803263±0.005966 
[704]   train-auc:0.823173±0.000428 test-auc:0.803256±0.005958 
[705]   train-auc:0.823199±0.000429 test-auc:0.803257±0.005960 
[706]   train-auc:0.823224±0.000433 test-auc:0.803263±0.005956 
[707]   train-auc:0.823227±0.000436 test-auc:0.803253±0.005969 
[708]   train-auc:0.823258±0.000435 test-auc:0.803247±0.005965 
[709]   train-auc:0.823278±0.000431 test-auc:0.803248±0.005960 
[710]   train-auc:0.823303±0.000429 test-auc:0.803254±0.005972 
[711]   train-auc:0.823319±0.000426 test-auc:0.803255±0.005985 
[712]   train-auc:0.823346±0.000430 test-auc:0.803273±0.006001 
[713]   train-auc:0.823360±0.000438 test-auc:0.803268±0.005997 
[714]   train-auc:0.823373±0.000447 test-auc:0.803264±0.005995 
[715]   train-auc:0.823398±0.000455 test-auc:0.803289±0.005978 
[716]   train-auc:0.823422±0.000449 test-auc:0.803303±0.005997 
[717]   train-auc:0.823438±0.000455 test-auc:0.803290±0.006004 
[718]   train-auc:0.823458±0.000451 test-auc:0.803298±0.005985 
[719]   train-auc:0.823484±0.000449 test-auc:0.803283±0.005978 
[720]   train-auc:0.823505±0.000451 test-auc:0.803286±0.005973 
[721]   train-auc:0.823524±0.000465 test-auc:0.803293±0.005987 
[722]   train-auc:0.823538±0.000481 test-auc:0.803296±0.005998 
[723]   train-auc:0.823561±0.000476 test-auc:0.803303±0.006005 
[724]   train-auc:0.823580±0.000475 test-auc:0.803319±0.006003 
[725]   train-auc:0.823607±0.000477 test-auc:0.803323±0.006010 
[726]   train-auc:0.823638±0.000477 test-auc:0.803336±0.006006 
[727]   train-auc:0.823651±0.000474 test-auc:0.803338±0.006019 
[728]   train-auc:0.823667±0.000481 test-auc:0.803336±0.006010 
[729]   train-auc:0.823690±0.000484 test-auc:0.803357±0.006013 
[730]   train-auc:0.823708±0.000479 test-auc:0.803351±0.006011 
[731]   train-auc:0.823721±0.000493 test-auc:0.803355±0.006008 
[732]   train-auc:0.823734±0.000499 test-auc:0.803354±0.006020 
[733]   train-auc:0.823760±0.000499 test-auc:0.803357±0.006011 
[734]   train-auc:0.823783±0.000505 test-auc:0.803354±0.006022 
[735]   train-auc:0.823794±0.000502 test-auc:0.803348±0.006016 
[736]   train-auc:0.823812±0.000500 test-auc:0.803358±0.006024 
[737]   train-auc:0.823832±0.000502 test-auc:0.803343±0.006021 
[738]   train-auc:0.823846±0.000510 test-auc:0.803344±0.006019 
[739]   train-auc:0.823864±0.000520 test-auc:0.803353±0.006032 
[740]   train-auc:0.823872±0.000520 test-auc:0.803365±0.006031 
[741]   train-auc:0.823891±0.000524 test-auc:0.803381±0.006030 
[742]   train-auc:0.823912±0.000526 test-auc:0.803379±0.006045 
[743]   train-auc:0.823935±0.000520 test-auc:0.803380±0.006036 
[744]   train-auc:0.823948±0.000520 test-auc:0.803387±0.006047 
[745]   train-auc:0.823972±0.000511 test-auc:0.803409±0.006030 
[746]   train-auc:0.823983±0.000508 test-auc:0.803416±0.006024 
[747]   train-auc:0.824002±0.000513 test-auc:0.803432±0.006025 
[748]   train-auc:0.824027±0.000521 test-auc:0.803441±0.006044 
[749]   train-auc:0.824045±0.000524 test-auc:0.803448±0.006032 
[750]   train-auc:0.824060±0.000525 test-auc:0.803444±0.006040 
[751]   train-auc:0.824078±0.000526 test-auc:0.803462±0.006046 
[752]   train-auc:0.824092±0.000534 test-auc:0.803462±0.006045 
[753]   train-auc:0.824118±0.000548 test-auc:0.803460±0.006048 
[754]   train-auc:0.824138±0.000559 test-auc:0.803466±0.006052 
[755]   train-auc:0.824165±0.000561 test-auc:0.803481±0.006061 
[756]   train-auc:0.824182±0.000564 test-auc:0.803488±0.006057 
[757]   train-auc:0.824201±0.000570 test-auc:0.803484±0.006064 
[758]   train-auc:0.824220±0.000571 test-auc:0.803483±0.006079 
[759]   train-auc:0.824243±0.000578 test-auc:0.803497±0.006075 
[760]   train-auc:0.824264±0.000581 test-auc:0.803493±0.006084 
[761]   train-auc:0.824285±0.000575 test-auc:0.803494±0.006079 
[762]   train-auc:0.824300±0.000575 test-auc:0.803503±0.006074 
[763]   train-auc:0.824316±0.000579 test-auc:0.803497±0.006081 
[764]   train-auc:0.824331±0.000580 test-auc:0.803515±0.006096 
[765]   train-auc:0.824341±0.000579 test-auc:0.803511±0.006097 
[766]   train-auc:0.824357±0.000576 test-auc:0.803501±0.006112 
[767]   train-auc:0.824376±0.000579 test-auc:0.803509±0.006113 
[768]   train-auc:0.824389±0.000586 test-auc:0.803524±0.006097 
[769]   train-auc:0.824409±0.000587 test-auc:0.803527±0.006085 
[770]   train-auc:0.824421±0.000583 test-auc:0.803527±0.006090 
[771]   train-auc:0.824431±0.000588 test-auc:0.803528±0.006085 
[772]   train-auc:0.824448±0.000585 test-auc:0.803539±0.006092 
[773]   train-auc:0.824468±0.000595 test-auc:0.803544±0.006090 
[774]   train-auc:0.824486±0.000591 test-auc:0.803555±0.006083 
[775]   train-auc:0.824501±0.000589 test-auc:0.803564±0.006095 
[776]   train-auc:0.824524±0.000587 test-auc:0.803560±0.006100 
[777]   train-auc:0.824551±0.000592 test-auc:0.803575±0.006094 
[778]   train-auc:0.824569±0.000597 test-auc:0.803565±0.006086 
[779]   train-auc:0.824589±0.000601 test-auc:0.803570±0.006098 
[780]   train-auc:0.824605±0.000601 test-auc:0.803571±0.006104 
[781]   train-auc:0.824637±0.000601 test-auc:0.803577±0.006114 
[782]   train-auc:0.824657±0.000599 test-auc:0.803595±0.006122 
[783]   train-auc:0.824669±0.000601 test-auc:0.803584±0.006131 
[784]   train-auc:0.824687±0.000616 test-auc:0.803586±0.006138 
[785]   train-auc:0.824709±0.000629 test-auc:0.803587±0.006144 
[786]   train-auc:0.824732±0.000634 test-auc:0.803583±0.006125 
[787]   train-auc:0.824747±0.000641 test-auc:0.803596±0.006131 
[788]   train-auc:0.824767±0.000645 test-auc:0.803602±0.006128 
[789]   train-auc:0.824786±0.000644 test-auc:0.803612±0.006147 
[790]   train-auc:0.824804±0.000643 test-auc:0.803617±0.006145 
[791]   train-auc:0.824814±0.000641 test-auc:0.803612±0.006165 
[792]   train-auc:0.824829±0.000648 test-auc:0.803610±0.006160 
[793]   train-auc:0.824851±0.000651 test-auc:0.803613±0.006151 
[794]   train-auc:0.824871±0.000658 test-auc:0.803610±0.006155 
[795]   train-auc:0.824887±0.000654 test-auc:0.803616±0.006163 
[796]   train-auc:0.824915±0.000651 test-auc:0.803620±0.006161 
[797]   train-auc:0.824924±0.000654 test-auc:0.803616±0.006142 
[798]   train-auc:0.824945±0.000669 test-auc:0.803616±0.006137 
[799]   train-auc:0.824970±0.000678 test-auc:0.803620±0.006143 
[800]   train-auc:0.824984±0.000683 test-auc:0.803630±0.006148 
[801]   train-auc:0.824999±0.000676 test-auc:0.803629±0.006146 
[802]   train-auc:0.825013±0.000681 test-auc:0.803630±0.006146 
[803]   train-auc:0.825044±0.000678 test-auc:0.803619±0.006137 
[804]   train-auc:0.825061±0.000690 test-auc:0.803617±0.006131 
[805]   train-auc:0.825079±0.000690 test-auc:0.803614±0.006131 
[806]   train-auc:0.825101±0.000689 test-auc:0.803620±0.006127 
[807]   train-auc:0.825121±0.000689 test-auc:0.803643±0.006136 
[808]   train-auc:0.825146±0.000707 test-auc:0.803649±0.006124 
[809]   train-auc:0.825157±0.000714 test-auc:0.803658±0.006125 
[810]   train-auc:0.825178±0.000722 test-auc:0.803673±0.006121 
[811]   train-auc:0.825187±0.000727 test-auc:0.803666±0.006120 
[812]   train-auc:0.825204±0.000735 test-auc:0.803657±0.006114 
[813]   train-auc:0.825222±0.000728 test-auc:0.803651±0.006117 
[814]   train-auc:0.825237±0.000734 test-auc:0.803657±0.006122 
[815]   train-auc:0.825256±0.000740 test-auc:0.803661±0.006123 
[816]   train-auc:0.825286±0.000742 test-auc:0.803675±0.006107 
[817]   train-auc:0.825305±0.000745 test-auc:0.803698±0.006100 
[818]   train-auc:0.825323±0.000751 test-auc:0.803710±0.006092 
[819]   train-auc:0.825336±0.000758 test-auc:0.803716±0.006108 
[820]   train-auc:0.825352±0.000761 test-auc:0.803712±0.006119 
[821]   train-auc:0.825373±0.000764 test-auc:0.803715±0.006115 
[822]   train-auc:0.825378±0.000765 test-auc:0.803708±0.006107 
[823]   train-auc:0.825397±0.000771 test-auc:0.803710±0.006111 
[824]   train-auc:0.825414±0.000773 test-auc:0.803687±0.006123 
[825]   train-auc:0.825437±0.000780 test-auc:0.803689±0.006129 
[826]   train-auc:0.825455±0.000779 test-auc:0.803702±0.006119 
[827]   train-auc:0.825463±0.000778 test-auc:0.803717±0.006103 
[828]   train-auc:0.825475±0.000772 test-auc:0.803721±0.006093 
[829]   train-auc:0.825498±0.000771 test-auc:0.803722±0.006100 
[830]   train-auc:0.825510±0.000770 test-auc:0.803727±0.006097 
[831]   train-auc:0.825529±0.000773 test-auc:0.803729±0.006087 
[832]   train-auc:0.825551±0.000773 test-auc:0.803738±0.006087 
[833]   train-auc:0.825557±0.000775 test-auc:0.803740±0.006083 
[834]   train-auc:0.825575±0.000782 test-auc:0.803740±0.006089 
[835]   train-auc:0.825589±0.000777 test-auc:0.803739±0.006095 
[836]   train-auc:0.825605±0.000782 test-auc:0.803744±0.006100 
[837]   train-auc:0.825626±0.000788 test-auc:0.803754±0.006092 
[838]   train-auc:0.825637±0.000792 test-auc:0.803759±0.006078 
[839]   train-auc:0.825657±0.000799 test-auc:0.803767±0.006083 
[840]   train-auc:0.825677±0.000802 test-auc:0.803751±0.006071 
[841]   train-auc:0.825696±0.000808 test-auc:0.803757±0.006073 
[842]   train-auc:0.825703±0.000808 test-auc:0.803755±0.006077 
[843]   train-auc:0.825723±0.000809 test-auc:0.803749±0.006086 
[844]   train-auc:0.825742±0.000802 test-auc:0.803746±0.006076 
[845]   train-auc:0.825753±0.000808 test-auc:0.803732±0.006084 
[846]   train-auc:0.825771±0.000807 test-auc:0.803741±0.006082 
[847]   train-auc:0.825787±0.000814 test-auc:0.803737±0.006076 
[848]   train-auc:0.825802±0.000824 test-auc:0.803769±0.006081 
[849]   train-auc:0.825814±0.000823 test-auc:0.803759±0.006081 
[850]   train-auc:0.825823±0.000827 test-auc:0.803758±0.006066 
[851]   train-auc:0.825851±0.000839 test-auc:0.803759±0.006058 
[852]   train-auc:0.825875±0.000846 test-auc:0.803772±0.006055 
[853]   train-auc:0.825901±0.000856 test-auc:0.803772±0.006053 
[854]   train-auc:0.825917±0.000861 test-auc:0.803774±0.006047 
[855]   train-auc:0.825936±0.000874 test-auc:0.803781±0.006040 
[856]   train-auc:0.825957±0.000888 test-auc:0.803777±0.006049 
[857]   train-auc:0.825966±0.000892 test-auc:0.803786±0.006048 
[858]   train-auc:0.825981±0.000899 test-auc:0.803803±0.006054 
[859]   train-auc:0.825989±0.000905 test-auc:0.803790±0.006046 
[860]   train-auc:0.826011±0.000904 test-auc:0.803789±0.006037 
[861]   train-auc:0.826027±0.000904 test-auc:0.803813±0.006032 
[862]   train-auc:0.826044±0.000919 test-auc:0.803810±0.006036 
[863]   train-auc:0.826057±0.000919 test-auc:0.803814±0.006030 
[864]   train-auc:0.826072±0.000923 test-auc:0.803801±0.006028 
[865]   train-auc:0.826086±0.000923 test-auc:0.803807±0.006032 
[866]   train-auc:0.826104±0.000931 test-auc:0.803806±0.006034 
[867]   train-auc:0.826121±0.000939 test-auc:0.803796±0.006026 
[868]   train-auc:0.826140±0.000952 test-auc:0.803798±0.006013 
[869]   train-auc:0.826156±0.000950 test-auc:0.803797±0.006020 
[870]   train-auc:0.826175±0.000945 test-auc:0.803815±0.006032 
[871]   train-auc:0.826193±0.000949 test-auc:0.803810±0.006042 
[872]   train-auc:0.826214±0.000950 test-auc:0.803795±0.006046 
[873]   train-auc:0.826232±0.000953 test-auc:0.803815±0.006039 
[874]   train-auc:0.826252±0.000963 test-auc:0.803819±0.006053 
[875]   train-auc:0.826271±0.000967 test-auc:0.803835±0.006043 
[876]   train-auc:0.826287±0.000972 test-auc:0.803842±0.006064 
[877]   train-auc:0.826306±0.000981 test-auc:0.803857±0.006067 
[878]   train-auc:0.826328±0.000984 test-auc:0.803863±0.006074 
[879]   train-auc:0.826349±0.000982 test-auc:0.803863±0.006077 
[880]   train-auc:0.826368±0.000981 test-auc:0.803868±0.006089 
[881]   train-auc:0.826383±0.000988 test-auc:0.803875±0.006095 
[882]   train-auc:0.826396±0.000986 test-auc:0.803875±0.006084 
[883]   train-auc:0.826406±0.000983 test-auc:0.803866±0.006069 
[884]   train-auc:0.826423±0.000980 test-auc:0.803851±0.006078 
[885]   train-auc:0.826443±0.000987 test-auc:0.803872±0.006068 
[886]   train-auc:0.826455±0.000988 test-auc:0.803877±0.006074 
[887]   train-auc:0.826470±0.000988 test-auc:0.803906±0.006092 
[888]   train-auc:0.826481±0.000985 test-auc:0.803904±0.006089 
[889]   train-auc:0.826493±0.000989 test-auc:0.803915±0.006091 
[890]   train-auc:0.826510±0.000995 test-auc:0.803907±0.006088 
[891]   train-auc:0.826518±0.000996 test-auc:0.803907±0.006097 
[892]   train-auc:0.826531±0.001002 test-auc:0.803895±0.006092 
[893]   train-auc:0.826550±0.001006 test-auc:0.803904±0.006081 
[894]   train-auc:0.826567±0.001011 test-auc:0.803911±0.006076 
[895]   train-auc:0.826575±0.001005 test-auc:0.803919±0.006076 
[896]   train-auc:0.826591±0.001009 test-auc:0.803920±0.006073 
[897]   train-auc:0.826606±0.001013 test-auc:0.803924±0.006053 
[898]   train-auc:0.826615±0.001012 test-auc:0.803915±0.006037 
[899]   train-auc:0.826630±0.001009 test-auc:0.803917±0.006030 
[900]   train-auc:0.826651±0.001009 test-auc:0.803942±0.006020 
[901]   train-auc:0.826670±0.001021 test-auc:0.803942±0.006024 
[902]   train-auc:0.826684±0.001024 test-auc:0.803953±0.006020 
[903]   train-auc:0.826697±0.001025 test-auc:0.803965±0.006016 
[904]   train-auc:0.826712±0.001035 test-auc:0.803966±0.006028 
[905]   train-auc:0.826734±0.001029 test-auc:0.803975±0.006029 
[906]   train-auc:0.826751±0.001031 test-auc:0.803984±0.006029 
[907]   train-auc:0.826767±0.001033 test-auc:0.803988±0.006017 
[908]   train-auc:0.826781±0.001047 test-auc:0.803984±0.005990 
[909]   train-auc:0.826794±0.001043 test-auc:0.803975±0.005978 
[910]   train-auc:0.826810±0.001043 test-auc:0.804003±0.005976 
[911]   train-auc:0.826821±0.001047 test-auc:0.803997±0.005960 
[912]   train-auc:0.826836±0.001051 test-auc:0.804006±0.005963 
[913]   train-auc:0.826849±0.001054 test-auc:0.804004±0.005976 
[914]   train-auc:0.826858±0.001053 test-auc:0.804002±0.005973 
[915]   train-auc:0.826876±0.001057 test-auc:0.804016±0.005977 
[916]   train-auc:0.826891±0.001069 test-auc:0.804016±0.005982 
[917]   train-auc:0.826904±0.001071 test-auc:0.804021±0.005979 
[918]   train-auc:0.826923±0.001086 test-auc:0.804018±0.005982 
[919]   train-auc:0.826940±0.001092 test-auc:0.804023±0.005990 
[920]   train-auc:0.826956±0.001095 test-auc:0.804022±0.005984 
[921]   train-auc:0.826970±0.001091 test-auc:0.804020±0.005964 
[922]   train-auc:0.826988±0.001095 test-auc:0.804020±0.005957 
[923]   train-auc:0.827000±0.001102 test-auc:0.804029±0.005958 
[924]   train-auc:0.827014±0.001106 test-auc:0.804028±0.005961 
[925]   train-auc:0.827032±0.001108 test-auc:0.804041±0.005968 
[926]   train-auc:0.827041±0.001112 test-auc:0.804051±0.005966 
[927]   train-auc:0.827053±0.001109 test-auc:0.804051±0.005969 
[928]   train-auc:0.827069±0.001120 test-auc:0.804053±0.005969 
[929]   train-auc:0.827074±0.001116 test-auc:0.804054±0.005956 
[930]   train-auc:0.827090±0.001119 test-auc:0.804046±0.005949 
[931]   train-auc:0.827100±0.001118 test-auc:0.804044±0.005942 
[932]   train-auc:0.827121±0.001119 test-auc:0.804043±0.005925 
[933]   train-auc:0.827141±0.001121 test-auc:0.804061±0.005938 
[934]   train-auc:0.827164±0.001123 test-auc:0.804066±0.005930 
[935]   train-auc:0.827175±0.001126 test-auc:0.804068±0.005928 
[936]   train-auc:0.827188±0.001146 test-auc:0.804080±0.005931 
[937]   train-auc:0.827203±0.001146 test-auc:0.804080±0.005928 
[938]   train-auc:0.827226±0.001149 test-auc:0.804092±0.005942 
[939]   train-auc:0.827254±0.001148 test-auc:0.804095±0.005936 
[940]   train-auc:0.827265±0.001147 test-auc:0.804096±0.005934 
[941]   train-auc:0.827279±0.001150 test-auc:0.804097±0.005928 
[942]   train-auc:0.827297±0.001156 test-auc:0.804105±0.005928 
[943]   train-auc:0.827311±0.001154 test-auc:0.804110±0.005926 
[944]   train-auc:0.827318±0.001152 test-auc:0.804110±0.005913 
[945]   train-auc:0.827334±0.001153 test-auc:0.804109±0.005918 
[946]   train-auc:0.827353±0.001163 test-auc:0.804125±0.005915 
[947]   train-auc:0.827372±0.001167 test-auc:0.804123±0.005907 
[948]   train-auc:0.827387±0.001175 test-auc:0.804130±0.005909 
[949]   train-auc:0.827400±0.001178 test-auc:0.804134±0.005916 
[950]   train-auc:0.827414±0.001181 test-auc:0.804120±0.005895 
[951]   train-auc:0.827427±0.001195 test-auc:0.804121±0.005900 
[952]   train-auc:0.827440±0.001195 test-auc:0.804126±0.005900 
[953]   train-auc:0.827458±0.001204 test-auc:0.804139±0.005910 
[954]   train-auc:0.827473±0.001211 test-auc:0.804135±0.005922 
[955]   train-auc:0.827484±0.001209 test-auc:0.804146±0.005915 
[956]   train-auc:0.827494±0.001208 test-auc:0.804150±0.005921 
[957]   train-auc:0.827508±0.001216 test-auc:0.804158±0.005918 
[958]   train-auc:0.827518±0.001221 test-auc:0.804152±0.005925 
[959]   train-auc:0.827540±0.001218 test-auc:0.804167±0.005923 
[960]   train-auc:0.827561±0.001218 test-auc:0.804163±0.005942 
[961]   train-auc:0.827581±0.001228 test-auc:0.804168±0.005947 
[962]   train-auc:0.827594±0.001219 test-auc:0.804169±0.005949 
[963]   train-auc:0.827603±0.001224 test-auc:0.804173±0.005954 
[964]   train-auc:0.827621±0.001225 test-auc:0.804182±0.005954 
[965]   train-auc:0.827642±0.001221 test-auc:0.804192±0.005957 
[966]   train-auc:0.827662±0.001218 test-auc:0.804191±0.005958 
[967]   train-auc:0.827669±0.001219 test-auc:0.804195±0.005954 
[968]   train-auc:0.827691±0.001232 test-auc:0.804213±0.005951 
[969]   train-auc:0.827703±0.001236 test-auc:0.804207±0.005945 
[970]   train-auc:0.827714±0.001234 test-auc:0.804200±0.005951 
[971]   train-auc:0.827731±0.001232 test-auc:0.804189±0.005948 
[972]   train-auc:0.827746±0.001236 test-auc:0.804200±0.005961 
[973]   train-auc:0.827757±0.001242 test-auc:0.804193±0.005957 
[974]   train-auc:0.827771±0.001243 test-auc:0.804206±0.005945 
[975]   train-auc:0.827789±0.001244 test-auc:0.804227±0.005946 
[976]   train-auc:0.827813±0.001252 test-auc:0.804228±0.005951 
[977]   train-auc:0.827826±0.001259 test-auc:0.804223±0.005954 
[978]   train-auc:0.827836±0.001265 test-auc:0.804223±0.005964 
[979]   train-auc:0.827848±0.001261 test-auc:0.804228±0.005967 
[980]   train-auc:0.827864±0.001253 test-auc:0.804257±0.005952 
[981]   train-auc:0.827880±0.001263 test-auc:0.804251±0.005950 
[982]   train-auc:0.827893±0.001258 test-auc:0.804255±0.005942 
[983]   train-auc:0.827907±0.001261 test-auc:0.804250±0.005940 
[984]   train-auc:0.827916±0.001264 test-auc:0.804247±0.005954 
[985]   train-auc:0.827929±0.001263 test-auc:0.804257±0.005955 
[986]   train-auc:0.827943±0.001266 test-auc:0.804259±0.005956 
[987]   train-auc:0.827952±0.001267 test-auc:0.804264±0.005956 
[988]   train-auc:0.827971±0.001274 test-auc:0.804263±0.005969 
[989]   train-auc:0.827983±0.001279 test-auc:0.804265±0.005973 
[990]   train-auc:0.827997±0.001282 test-auc:0.804275±0.005969 
[991]   train-auc:0.828013±0.001273 test-auc:0.804276±0.005979 
[992]   train-auc:0.828025±0.001276 test-auc:0.804265±0.005966 
[993]   train-auc:0.828042±0.001271 test-auc:0.804268±0.005974 
[994]   train-auc:0.828065±0.001277 test-auc:0.804283±0.005978 
[995]   train-auc:0.828082±0.001277 test-auc:0.804286±0.005956 
[996]   train-auc:0.828097±0.001273 test-auc:0.804281±0.005947 
[997]   train-auc:0.828110±0.001274 test-auc:0.804287±0.005949 
[998]   train-auc:0.828121±0.001275 test-auc:0.804287±0.005947 
[999]   train-auc:0.828131±0.001278 test-auc:0.804289±0.005950 
[1000]  train-auc:0.828144±0.001274 test-auc:0.804295±0.005947 
[1001]  train-auc:0.828158±0.001279 test-auc:0.804299±0.005940 
[1002]  train-auc:0.828181±0.001281 test-auc:0.804313±0.005972 
[1003]  train-auc:0.828195±0.001285 test-auc:0.804321±0.005960 
[1004]  train-auc:0.828207±0.001285 test-auc:0.804301±0.005961 
[1005]  train-auc:0.828219±0.001291 test-auc:0.804297±0.005976 
[1006]  train-auc:0.828237±0.001294 test-auc:0.804301±0.005961 
[1007]  train-auc:0.828245±0.001293 test-auc:0.804300±0.005968 
[1008]  train-auc:0.828259±0.001297 test-auc:0.804311±0.005980 
[1009]  train-auc:0.828276±0.001305 test-auc:0.804323±0.006004 
[1010]  train-auc:0.828288±0.001304 test-auc:0.804328±0.005993 
[1011]  train-auc:0.828298±0.001302 test-auc:0.804340±0.005983 
[1012]  train-auc:0.828311±0.001298 test-auc:0.804348±0.005974 
[1013]  train-auc:0.828325±0.001306 test-auc:0.804349±0.005973 
[1014]  train-auc:0.828342±0.001309 test-auc:0.804361±0.005974 
[1015]  train-auc:0.828362±0.001307 test-auc:0.804357±0.005960 
[1016]  train-auc:0.828384±0.001304 test-auc:0.804354±0.005954 
[1017]  train-auc:0.828399±0.001310 test-auc:0.804367±0.005962 
[1018]  train-auc:0.828415±0.001309 test-auc:0.804356±0.005952 
[1019]  train-auc:0.828424±0.001310 test-auc:0.804342±0.005953 
[1020]  train-auc:0.828443±0.001319 test-auc:0.804370±0.005953 
[1021]  train-auc:0.828452±0.001318 test-auc:0.804368±0.005950 
[1022]  train-auc:0.828471±0.001316 test-auc:0.804386±0.005935 
[1023]  train-auc:0.828482±0.001315 test-auc:0.804386±0.005930 
[1024]  train-auc:0.828490±0.001313 test-auc:0.804387±0.005939 
[1025]  train-auc:0.828506±0.001323 test-auc:0.804403±0.005950 
[1026]  train-auc:0.828527±0.001319 test-auc:0.804398±0.005944 
[1027]  train-auc:0.828536±0.001318 test-auc:0.804393±0.005944 
[1028]  train-auc:0.828558±0.001323 test-auc:0.804401±0.005937 
[1029]  train-auc:0.828566±0.001323 test-auc:0.804403±0.005945 
[1030]  train-auc:0.828581±0.001321 test-auc:0.804413±0.005941 
[1031]  train-auc:0.828607±0.001319 test-auc:0.804409±0.005938 
[1032]  train-auc:0.828619±0.001329 test-auc:0.804411±0.005938 
[1033]  train-auc:0.828631±0.001327 test-auc:0.804401±0.005925 
[1034]  train-auc:0.828645±0.001323 test-auc:0.804417±0.005925 
[1035]  train-auc:0.828659±0.001324 test-auc:0.804419±0.005918 
[1036]  train-auc:0.828681±0.001332 test-auc:0.804414±0.005916 
[1037]  train-auc:0.828693±0.001340 test-auc:0.804419±0.005912 
[1038]  train-auc:0.828708±0.001337 test-auc:0.804426±0.005892 
[1039]  train-auc:0.828728±0.001339 test-auc:0.804430±0.005875 
[1040]  train-auc:0.828739±0.001338 test-auc:0.804437±0.005875 
[1041]  train-auc:0.828755±0.001342 test-auc:0.804453±0.005877 
[1042]  train-auc:0.828771±0.001338 test-auc:0.804453±0.005865 
[1043]  train-auc:0.828788±0.001350 test-auc:0.804455±0.005867 
[1044]  train-auc:0.828801±0.001348 test-auc:0.804451±0.005860 
[1045]  train-auc:0.828815±0.001357 test-auc:0.804460±0.005857 
[1046]  train-auc:0.828843±0.001354 test-auc:0.804474±0.005857 
[1047]  train-auc:0.828859±0.001356 test-auc:0.804489±0.005862 
[1048]  train-auc:0.828873±0.001362 test-auc:0.804488±0.005860 
[1049]  train-auc:0.828888±0.001359 test-auc:0.804478±0.005861 
[1050]  train-auc:0.828908±0.001357 test-auc:0.804485±0.005845 
[1051]  train-auc:0.828935±0.001354 test-auc:0.804503±0.005847 
[1052]  train-auc:0.828952±0.001367 test-auc:0.804513±0.005840 
[1053]  train-auc:0.828965±0.001368 test-auc:0.804508±0.005834 
[1054]  train-auc:0.828982±0.001369 test-auc:0.804522±0.005832 
[1055]  train-auc:0.828995±0.001372 test-auc:0.804531±0.005831 
[1056]  train-auc:0.829011±0.001376 test-auc:0.804532±0.005812 
[1057]  train-auc:0.829031±0.001383 test-auc:0.804536±0.005817 
[1058]  train-auc:0.829046±0.001383 test-auc:0.804548±0.005816 
[1059]  train-auc:0.829055±0.001383 test-auc:0.804556±0.005814 
[1060]  train-auc:0.829068±0.001383 test-auc:0.804569±0.005823 
[1061]  train-auc:0.829079±0.001387 test-auc:0.804568±0.005807 
[1062]  train-auc:0.829100±0.001387 test-auc:0.804567±0.005808 
[1063]  train-auc:0.829113±0.001384 test-auc:0.804579±0.005818 
[1064]  train-auc:0.829129±0.001390 test-auc:0.804593±0.005819 
[1065]  train-auc:0.829140±0.001392 test-auc:0.804591±0.005804 
[1066]  train-auc:0.829147±0.001394 test-auc:0.804600±0.005802 
[1067]  train-auc:0.829157±0.001397 test-auc:0.804615±0.005804 
[1068]  train-auc:0.829176±0.001398 test-auc:0.804626±0.005795 
[1069]  train-auc:0.829192±0.001397 test-auc:0.804620±0.005792 
[1070]  train-auc:0.829202±0.001404 test-auc:0.804619±0.005790 
[1071]  train-auc:0.829220±0.001416 test-auc:0.804637±0.005785 
[1072]  train-auc:0.829227±0.001414 test-auc:0.804635±0.005784 
[1073]  train-auc:0.829245±0.001407 test-auc:0.804632±0.005795 
[1074]  train-auc:0.829262±0.001414 test-auc:0.804645±0.005788 
[1075]  train-auc:0.829278±0.001415 test-auc:0.804647±0.005780 
[1076]  train-auc:0.829294±0.001418 test-auc:0.804634±0.005788 
[1077]  train-auc:0.829305±0.001417 test-auc:0.804640±0.005780 
[1078]  train-auc:0.829317±0.001418 test-auc:0.804633±0.005771 
[1079]  train-auc:0.829332±0.001422 test-auc:0.804634±0.005760 
[1080]  train-auc:0.829344±0.001422 test-auc:0.804634±0.005752 
[1081]  train-auc:0.829361±0.001422 test-auc:0.804639±0.005761 
[1082]  train-auc:0.829371±0.001424 test-auc:0.804657±0.005752 
[1083]  train-auc:0.829389±0.001427 test-auc:0.804644±0.005756 
[1084]  train-auc:0.829408±0.001431 test-auc:0.804647±0.005759 
[1085]  train-auc:0.829411±0.001428 test-auc:0.804645±0.005763 
[1086]  train-auc:0.829425±0.001438 test-auc:0.804651±0.005765 
[1087]  train-auc:0.829435±0.001434 test-auc:0.804653±0.005777 
[1088]  train-auc:0.829448±0.001442 test-auc:0.804657±0.005776 
[1089]  train-auc:0.829460±0.001438 test-auc:0.804648±0.005773 
[1090]  train-auc:0.829472±0.001430 test-auc:0.804664±0.005768 
[1091]  train-auc:0.829486±0.001430 test-auc:0.804673±0.005769 
[1092]  train-auc:0.829502±0.001435 test-auc:0.804669±0.005775 
[1093]  train-auc:0.829520±0.001428 test-auc:0.804665±0.005759 
[1094]  train-auc:0.829526±0.001431 test-auc:0.804671±0.005756 
[1095]  train-auc:0.829537±0.001431 test-auc:0.804675±0.005764 
[1096]  train-auc:0.829556±0.001440 test-auc:0.804676±0.005749 
[1097]  train-auc:0.829565±0.001441 test-auc:0.804667±0.005748 
[1098]  train-auc:0.829584±0.001447 test-auc:0.804668±0.005745 
[1099]  train-auc:0.829590±0.001445 test-auc:0.804660±0.005758 
[1100]  train-auc:0.829598±0.001449 test-auc:0.804663±0.005752 
[1101]  train-auc:0.829617±0.001454 test-auc:0.804666±0.005745 
[1102]  train-auc:0.829626±0.001464 test-auc:0.804667±0.005752 
[1103]  train-auc:0.829641±0.001467 test-auc:0.804681±0.005748 
[1104]  train-auc:0.829658±0.001476 test-auc:0.804679±0.005768 
[1105]  train-auc:0.829666±0.001475 test-auc:0.804685±0.005751 
[1106]  train-auc:0.829685±0.001476 test-auc:0.804682±0.005755 
[1107]  train-auc:0.829698±0.001489 test-auc:0.804686±0.005750 
[1108]  train-auc:0.829710±0.001491 test-auc:0.804680±0.005738 
[1109]  train-auc:0.829728±0.001496 test-auc:0.804687±0.005739 
[1110]  train-auc:0.829736±0.001498 test-auc:0.804699±0.005746 
[1111]  train-auc:0.829748±0.001493 test-auc:0.804716±0.005724 
[1112]  train-auc:0.829756±0.001495 test-auc:0.804717±0.005722 
[1113]  train-auc:0.829766±0.001495 test-auc:0.804724±0.005726 
[1114]  train-auc:0.829782±0.001498 test-auc:0.804719±0.005712 
[1115]  train-auc:0.829791±0.001496 test-auc:0.804730±0.005725 
[1116]  train-auc:0.829807±0.001495 test-auc:0.804737±0.005739 
[1117]  train-auc:0.829819±0.001495 test-auc:0.804748±0.005730 
[1118]  train-auc:0.829821±0.001496 test-auc:0.804744±0.005732 
[1119]  train-auc:0.829830±0.001494 test-auc:0.804747±0.005711 
[1120]  train-auc:0.829848±0.001494 test-auc:0.804730±0.005720 
[1121]  train-auc:0.829866±0.001490 test-auc:0.804751±0.005721 
[1122]  train-auc:0.829878±0.001494 test-auc:0.804741±0.005715 
[1123]  train-auc:0.829891±0.001492 test-auc:0.804747±0.005713 
[1124]  train-auc:0.829907±0.001494 test-auc:0.804754±0.005722 
[1125]  train-auc:0.829920±0.001500 test-auc:0.804756±0.005708 
[1126]  train-auc:0.829938±0.001511 test-auc:0.804755±0.005705 
[1127]  train-auc:0.829949±0.001509 test-auc:0.804750±0.005718 
[1128]  train-auc:0.829961±0.001508 test-auc:0.804747±0.005721 
[1129]  train-auc:0.829983±0.001516 test-auc:0.804759±0.005722 
[1130]  train-auc:0.829995±0.001519 test-auc:0.804751±0.005725 
[1131]  train-auc:0.830010±0.001528 test-auc:0.804769±0.005721 
[1132]  train-auc:0.830022±0.001524 test-auc:0.804765±0.005725 
[1133]  train-auc:0.830030±0.001528 test-auc:0.804759±0.005716 
[1134]  train-auc:0.830041±0.001533 test-auc:0.804765±0.005720 
[1135]  train-auc:0.830057±0.001537 test-auc:0.804774±0.005713 
[1136]  train-auc:0.830073±0.001541 test-auc:0.804777±0.005722 
[1137]  train-auc:0.830086±0.001544 test-auc:0.804761±0.005724 
[1138]  train-auc:0.830102±0.001544 test-auc:0.804772±0.005722 
[1139]  train-auc:0.830114±0.001543 test-auc:0.804767±0.005721 
[1140]  train-auc:0.830128±0.001547 test-auc:0.804765±0.005721 
[1141]  train-auc:0.830137±0.001553 test-auc:0.804765±0.005717 
[1142]  train-auc:0.830148±0.001557 test-auc:0.804767±0.005703 
[1143]  train-auc:0.830160±0.001562 test-auc:0.804777±0.005697 
[1144]  train-auc:0.830178±0.001570 test-auc:0.804786±0.005708 
[1145]  train-auc:0.830191±0.001572 test-auc:0.804789±0.005699 
[1146]  train-auc:0.830200±0.001569 test-auc:0.804799±0.005694 
[1147]  train-auc:0.830206±0.001571 test-auc:0.804793±0.005691 
[1148]  train-auc:0.830218±0.001575 test-auc:0.804797±0.005689 
[1149]  train-auc:0.830238±0.001578 test-auc:0.804798±0.005684 
[1150]  train-auc:0.830248±0.001579 test-auc:0.804801±0.005690 
[1151]  train-auc:0.830258±0.001579 test-auc:0.804803±0.005695 
[1152]  train-auc:0.830268±0.001582 test-auc:0.804803±0.005698 
[1153]  train-auc:0.830279±0.001582 test-auc:0.804803±0.005702 
[1154]  train-auc:0.830289±0.001585 test-auc:0.804798±0.005715 
[1155]  train-auc:0.830302±0.001583 test-auc:0.804807±0.005718 
[1156]  train-auc:0.830313±0.001583 test-auc:0.804805±0.005706 
[1157]  train-auc:0.830325±0.001581 test-auc:0.804821±0.005706 
[1158]  train-auc:0.830342±0.001585 test-auc:0.804821±0.005713 
[1159]  train-auc:0.830350±0.001590 test-auc:0.804816±0.005703 
[1160]  train-auc:0.830352±0.001592 test-auc:0.804803±0.005704 
[1161]  train-auc:0.830360±0.001594 test-auc:0.804819±0.005702 
[1162]  train-auc:0.830371±0.001594 test-auc:0.804827±0.005706 
[1163]  train-auc:0.830375±0.001596 test-auc:0.804825±0.005705 
[1164]  train-auc:0.830388±0.001602 test-auc:0.804830±0.005702 
[1165]  train-auc:0.830416±0.001597 test-auc:0.804842±0.005700 
[1166]  train-auc:0.830427±0.001601 test-auc:0.804849±0.005705 
[1167]  train-auc:0.830435±0.001597 test-auc:0.804858±0.005699 
[1168]  train-auc:0.830452±0.001601 test-auc:0.804861±0.005696 
[1169]  train-auc:0.830468±0.001608 test-auc:0.804850±0.005693 
[1170]  train-auc:0.830476±0.001608 test-auc:0.804855±0.005694 
[1171]  train-auc:0.830484±0.001607 test-auc:0.804855±0.005703 
[1172]  train-auc:0.830495±0.001610 test-auc:0.804857±0.005697 
[1173]  train-auc:0.830516±0.001611 test-auc:0.804859±0.005694 
[1174]  train-auc:0.830525±0.001615 test-auc:0.804855±0.005700 
[1175]  train-auc:0.830532±0.001622 test-auc:0.804855±0.005688 
[1176]  train-auc:0.830550±0.001628 test-auc:0.804862±0.005690 
[1177]  train-auc:0.830561±0.001635 test-auc:0.804862±0.005687 
[1178]  train-auc:0.830575±0.001642 test-auc:0.804865±0.005688 
[1179]  train-auc:0.830592±0.001632 test-auc:0.804878±0.005700 
[1180]  train-auc:0.830609±0.001637 test-auc:0.804888±0.005710 
[1181]  train-auc:0.830616±0.001643 test-auc:0.804899±0.005709 
[1182]  train-auc:0.830623±0.001644 test-auc:0.804884±0.005713 
[1183]  train-auc:0.830642±0.001642 test-auc:0.804903±0.005689 
[1184]  train-auc:0.830655±0.001641 test-auc:0.804913±0.005681 
[1185]  train-auc:0.830665±0.001646 test-auc:0.804911±0.005680 
[1186]  train-auc:0.830679±0.001641 test-auc:0.804905±0.005680 
[1187]  train-auc:0.830688±0.001644 test-auc:0.804909±0.005685 
[1188]  train-auc:0.830698±0.001653 test-auc:0.804906±0.005683 
[1189]  train-auc:0.830708±0.001656 test-auc:0.804903±0.005673 
[1190]  train-auc:0.830730±0.001664 test-auc:0.804899±0.005673 
[1191]  train-auc:0.830740±0.001665 test-auc:0.804885±0.005673 
[1192]  train-auc:0.830746±0.001667 test-auc:0.804890±0.005670 
[1193]  train-auc:0.830760±0.001662 test-auc:0.804899±0.005673 
[1194]  train-auc:0.830773±0.001663 test-auc:0.804910±0.005669 
[1195]  train-auc:0.830781±0.001662 test-auc:0.804909±0.005662 
[1196]  train-auc:0.830794±0.001659 test-auc:0.804916±0.005650 
[1197]  train-auc:0.830806±0.001657 test-auc:0.804938±0.005668 
[1198]  train-auc:0.830819±0.001658 test-auc:0.804945±0.005657 
[1199]  train-auc:0.830828±0.001656 test-auc:0.804945±0.005664 
[1200]  train-auc:0.830841±0.001656 test-auc:0.804956±0.005650 
[1201]  train-auc:0.830854±0.001656 test-auc:0.804949±0.005651 
[1202]  train-auc:0.830860±0.001660 test-auc:0.804954±0.005638 
[1203]  train-auc:0.830868±0.001661 test-auc:0.804956±0.005644 
[1204]  train-auc:0.830880±0.001662 test-auc:0.804945±0.005645 
[1205]  train-auc:0.830894±0.001654 test-auc:0.804940±0.005631 
[1206]  train-auc:0.830907±0.001661 test-auc:0.804931±0.005626 
[1207]  train-auc:0.830922±0.001665 test-auc:0.804948±0.005641 
[1208]  train-auc:0.830931±0.001667 test-auc:0.804955±0.005642 
[1209]  train-auc:0.830944±0.001672 test-auc:0.804943±0.005632 
[1210]  train-auc:0.830959±0.001665 test-auc:0.804957±0.005638 
[1211]  train-auc:0.830976±0.001668 test-auc:0.804967±0.005637 
[1212]  train-auc:0.830987±0.001666 test-auc:0.804972±0.005641 
[1213]  train-auc:0.830997±0.001668 test-auc:0.804972±0.005629 
[1214]  train-auc:0.831015±0.001670 test-auc:0.804960±0.005614 
[1215]  train-auc:0.831023±0.001673 test-auc:0.804962±0.005617 
[1216]  train-auc:0.831033±0.001677 test-auc:0.804962±0.005625 
[1217]  train-auc:0.831044±0.001678 test-auc:0.804959±0.005634 
[1218]  train-auc:0.831055±0.001680 test-auc:0.804964±0.005639 
[1219]  train-auc:0.831063±0.001677 test-auc:0.804969±0.005619 
[1220]  train-auc:0.831084±0.001678 test-auc:0.804991±0.005612 
[1221]  train-auc:0.831099±0.001674 test-auc:0.804997±0.005608 
[1222]  train-auc:0.831113±0.001681 test-auc:0.805010±0.005607 
[1223]  train-auc:0.831126±0.001687 test-auc:0.805023±0.005606 
[1224]  train-auc:0.831141±0.001687 test-auc:0.805030±0.005595 
[1225]  train-auc:0.831149±0.001688 test-auc:0.805029±0.005602 
[1226]  train-auc:0.831158±0.001688 test-auc:0.805029±0.005602 
[1227]  train-auc:0.831176±0.001687 test-auc:0.805027±0.005598 
[1228]  train-auc:0.831189±0.001699 test-auc:0.805029±0.005590 
[1229]  train-auc:0.831203±0.001707 test-auc:0.805034±0.005579 
[1230]  train-auc:0.831216±0.001711 test-auc:0.805028±0.005568 
[1231]  train-auc:0.831223±0.001709 test-auc:0.805027±0.005585 
[1232]  train-auc:0.831237±0.001703 test-auc:0.805036±0.005575 
[1233]  train-auc:0.831250±0.001697 test-auc:0.805042±0.005572 
[1234]  train-auc:0.831264±0.001701 test-auc:0.805048±0.005563 
[1235]  train-auc:0.831273±0.001698 test-auc:0.805043±0.005563 
[1236]  train-auc:0.831282±0.001700 test-auc:0.805049±0.005559 
[1237]  train-auc:0.831292±0.001707 test-auc:0.805051±0.005557 
[1238]  train-auc:0.831306±0.001704 test-auc:0.805062±0.005553 
[1239]  train-auc:0.831320±0.001710 test-auc:0.805078±0.005554 
[1240]  train-auc:0.831333±0.001710 test-auc:0.805081±0.005558 
[1241]  train-auc:0.831339±0.001712 test-auc:0.805070±0.005546 
[1242]  train-auc:0.831345±0.001712 test-auc:0.805069±0.005544 
[1243]  train-auc:0.831359±0.001716 test-auc:0.805091±0.005552 
[1244]  train-auc:0.831373±0.001723 test-auc:0.805090±0.005545 
[1245]  train-auc:0.831382±0.001729 test-auc:0.805085±0.005548 
[1246]  train-auc:0.831403±0.001721 test-auc:0.805091±0.005552 
[1247]  train-auc:0.831411±0.001724 test-auc:0.805092±0.005552 
[1248]  train-auc:0.831420±0.001722 test-auc:0.805087±0.005551 
[1249]  train-auc:0.831441±0.001720 test-auc:0.805098±0.005552 
[1250]  train-auc:0.831447±0.001721 test-auc:0.805095±0.005549 
[1251]  train-auc:0.831464±0.001721 test-auc:0.805097±0.005551 
[1252]  train-auc:0.831478±0.001734 test-auc:0.805093±0.005562 
[1253]  train-auc:0.831491±0.001739 test-auc:0.805095±0.005566 
[1254]  train-auc:0.831507±0.001733 test-auc:0.805077±0.005560 
[1255]  train-auc:0.831525±0.001725 test-auc:0.805077±0.005558 
[1256]  train-auc:0.831531±0.001722 test-auc:0.805080±0.005553 
[1257]  train-auc:0.831541±0.001729 test-auc:0.805095±0.005554 
[1258]  train-auc:0.831551±0.001728 test-auc:0.805103±0.005574 
[1259]  train-auc:0.831571±0.001734 test-auc:0.805116±0.005569 
[1260]  train-auc:0.831590±0.001731 test-auc:0.805118±0.005574 
[1261]  train-auc:0.831601±0.001732 test-auc:0.805126±0.005573 
[1262]  train-auc:0.831610±0.001733 test-auc:0.805115±0.005568 
[1263]  train-auc:0.831620±0.001743 test-auc:0.805106±0.005560 
[1264]  train-auc:0.831626±0.001741 test-auc:0.805127±0.005550 
[1265]  train-auc:0.831639±0.001738 test-auc:0.805128±0.005528 
[1266]  train-auc:0.831649±0.001741 test-auc:0.805132±0.005543 
[1267]  train-auc:0.831660±0.001746 test-auc:0.805139±0.005544 
[1268]  train-auc:0.831671±0.001750 test-auc:0.805154±0.005546 
[1269]  train-auc:0.831677±0.001753 test-auc:0.805152±0.005552 
[1270]  train-auc:0.831689±0.001751 test-auc:0.805154±0.005560 
[1271]  train-auc:0.831699±0.001752 test-auc:0.805154±0.005549 
[1272]  train-auc:0.831715±0.001752 test-auc:0.805148±0.005542 
[1273]  train-auc:0.831730±0.001757 test-auc:0.805153±0.005545 
[1274]  train-auc:0.831741±0.001765 test-auc:0.805165±0.005543 
[1275]  train-auc:0.831762±0.001761 test-auc:0.805170±0.005543 
[1276]  train-auc:0.831772±0.001760 test-auc:0.805164±0.005546 
[1277]  train-auc:0.831786±0.001765 test-auc:0.805166±0.005530 
[1278]  train-auc:0.831791±0.001765 test-auc:0.805168±0.005518 
[1279]  train-auc:0.831802±0.001759 test-auc:0.805159±0.005520 
[1280]  train-auc:0.831812±0.001761 test-auc:0.805167±0.005524 
[1281]  train-auc:0.831823±0.001769 test-auc:0.805177±0.005519 
[1282]  train-auc:0.831843±0.001766 test-auc:0.805180±0.005518 
[1283]  train-auc:0.831855±0.001768 test-auc:0.805192±0.005504 
[1284]  train-auc:0.831860±0.001770 test-auc:0.805182±0.005495 
[1285]  train-auc:0.831876±0.001769 test-auc:0.805190±0.005491 
[1286]  train-auc:0.831890±0.001767 test-auc:0.805192±0.005490 
[1287]  train-auc:0.831898±0.001767 test-auc:0.805195±0.005489 
[1288]  train-auc:0.831903±0.001767 test-auc:0.805190±0.005479 
[1289]  train-auc:0.831919±0.001765 test-auc:0.805186±0.005484 
[1290]  train-auc:0.831932±0.001769 test-auc:0.805183±0.005479 
[1291]  train-auc:0.831940±0.001769 test-auc:0.805179±0.005482 
[1292]  train-auc:0.831958±0.001772 test-auc:0.805203±0.005485 
[1293]  train-auc:0.831968±0.001771 test-auc:0.805208±0.005488 
[1294]  train-auc:0.831981±0.001774 test-auc:0.805197±0.005487 
[1295]  train-auc:0.831992±0.001773 test-auc:0.805197±0.005487 
[1296]  train-auc:0.832011±0.001778 test-auc:0.805210±0.005485 
[1297]  train-auc:0.832021±0.001778 test-auc:0.805214±0.005490 
[1298]  train-auc:0.832031±0.001777 test-auc:0.805216±0.005495 
[1299]  train-auc:0.832041±0.001780 test-auc:0.805213±0.005504 
[1300]  train-auc:0.832055±0.001785 test-auc:0.805227±0.005506 
[1301]  train-auc:0.832062±0.001787 test-auc:0.805230±0.005498 
[1302]  train-auc:0.832071±0.001789 test-auc:0.805231±0.005500 
[1303]  train-auc:0.832083±0.001790 test-auc:0.805240±0.005486 
[1304]  train-auc:0.832090±0.001793 test-auc:0.805235±0.005494 
[1305]  train-auc:0.832111±0.001797 test-auc:0.805248±0.005499 
[1306]  train-auc:0.832124±0.001793 test-auc:0.805259±0.005498 
[1307]  train-auc:0.832142±0.001790 test-auc:0.805255±0.005503 
[1308]  train-auc:0.832152±0.001793 test-auc:0.805260±0.005505 
[1309]  train-auc:0.832164±0.001794 test-auc:0.805271±0.005505 
[1310]  train-auc:0.832183±0.001797 test-auc:0.805276±0.005512 
[1311]  train-auc:0.832191±0.001799 test-auc:0.805276±0.005514 
[1312]  train-auc:0.832201±0.001799 test-auc:0.805295±0.005529 
[1313]  train-auc:0.832213±0.001799 test-auc:0.805293±0.005534 
[1314]  train-auc:0.832230±0.001797 test-auc:0.805304±0.005534 
[1315]  train-auc:0.832247±0.001796 test-auc:0.805294±0.005540 
[1316]  train-auc:0.832258±0.001805 test-auc:0.805298±0.005548 
[1317]  train-auc:0.832268±0.001802 test-auc:0.805315±0.005538 
[1318]  train-auc:0.832280±0.001811 test-auc:0.805321±0.005538 
[1319]  train-auc:0.832291±0.001814 test-auc:0.805320±0.005540 
[1320]  train-auc:0.832300±0.001820 test-auc:0.805316±0.005534 
[1321]  train-auc:0.832308±0.001822 test-auc:0.805315±0.005541 
[1322]  train-auc:0.832318±0.001822 test-auc:0.805306±0.005528 
[1323]  train-auc:0.832328±0.001822 test-auc:0.805304±0.005525 
[1324]  train-auc:0.832339±0.001824 test-auc:0.805317±0.005520 
[1325]  train-auc:0.832353±0.001820 test-auc:0.805304±0.005516 
[1326]  train-auc:0.832366±0.001823 test-auc:0.805305±0.005511 
[1327]  train-auc:0.832390±0.001824 test-auc:0.805307±0.005514 
[1328]  train-auc:0.832402±0.001827 test-auc:0.805320±0.005501 
[1329]  train-auc:0.832411±0.001825 test-auc:0.805318±0.005491 
[1330]  train-auc:0.832425±0.001829 test-auc:0.805329±0.005498 
[1331]  train-auc:0.832430±0.001833 test-auc:0.805330±0.005490 
[1332]  train-auc:0.832442±0.001834 test-auc:0.805320±0.005491 
[1333]  train-auc:0.832452±0.001840 test-auc:0.805317±0.005493 
[1334]  train-auc:0.832461±0.001844 test-auc:0.805327±0.005497 
[1335]  train-auc:0.832476±0.001843 test-auc:0.805336±0.005484 
[1336]  train-auc:0.832487±0.001844 test-auc:0.805345±0.005471 
[1337]  train-auc:0.832495±0.001848 test-auc:0.805347±0.005489 
[1338]  train-auc:0.832509±0.001852 test-auc:0.805351±0.005487 
[1339]  train-auc:0.832516±0.001859 test-auc:0.805346±0.005486 
[1340]  train-auc:0.832532±0.001862 test-auc:0.805354±0.005485 
[1341]  train-auc:0.832547±0.001867 test-auc:0.805369±0.005468 
[1342]  train-auc:0.832560±0.001870 test-auc:0.805376±0.005481 
[1343]  train-auc:0.832571±0.001875 test-auc:0.805375±0.005478 
[1344]  train-auc:0.832576±0.001871 test-auc:0.805373±0.005470 
[1345]  train-auc:0.832581±0.001875 test-auc:0.805382±0.005461 
[1346]  train-auc:0.832591±0.001876 test-auc:0.805390±0.005459 
[1347]  train-auc:0.832600±0.001875 test-auc:0.805390±0.005462 
[1348]  train-auc:0.832609±0.001879 test-auc:0.805397±0.005455 
[1349]  train-auc:0.832618±0.001879 test-auc:0.805398±0.005457 
[1350]  train-auc:0.832629±0.001880 test-auc:0.805399±0.005459 
[1351]  train-auc:0.832637±0.001883 test-auc:0.805404±0.005459 
[1352]  train-auc:0.832649±0.001885 test-auc:0.805410±0.005460 
[1353]  train-auc:0.832662±0.001884 test-auc:0.805417±0.005463 
[1354]  train-auc:0.832675±0.001879 test-auc:0.805408±0.005464 
[1355]  train-auc:0.832687±0.001882 test-auc:0.805415±0.005461 
[1356]  train-auc:0.832692±0.001883 test-auc:0.805412±0.005460 
[1357]  train-auc:0.832698±0.001885 test-auc:0.805416±0.005452 
[1358]  train-auc:0.832709±0.001883 test-auc:0.805414±0.005445 
[1359]  train-auc:0.832725±0.001883 test-auc:0.805422±0.005440 
[1360]  train-auc:0.832729±0.001883 test-auc:0.805418±0.005435 
[1361]  train-auc:0.832740±0.001883 test-auc:0.805415±0.005433 
[1362]  train-auc:0.832749±0.001882 test-auc:0.805420±0.005427 
[1363]  train-auc:0.832764±0.001889 test-auc:0.805416±0.005433 
[1364]  train-auc:0.832773±0.001890 test-auc:0.805419±0.005432 
[1365]  train-auc:0.832787±0.001896 test-auc:0.805434±0.005429 
[1366]  train-auc:0.832797±0.001897 test-auc:0.805431±0.005428 
[1367]  train-auc:0.832802±0.001899 test-auc:0.805442±0.005423 
[1368]  train-auc:0.832819±0.001908 test-auc:0.805442±0.005429 
[1369]  train-auc:0.832828±0.001908 test-auc:0.805436±0.005415 
[1370]  train-auc:0.832845±0.001909 test-auc:0.805442±0.005425 
[1371]  train-auc:0.832855±0.001915 test-auc:0.805448±0.005413 
[1372]  train-auc:0.832866±0.001921 test-auc:0.805447±0.005400 
[1373]  train-auc:0.832873±0.001920 test-auc:0.805449±0.005395 
[1374]  train-auc:0.832886±0.001922 test-auc:0.805459±0.005399 
[1375]  train-auc:0.832898±0.001922 test-auc:0.805455±0.005384 
[1376]  train-auc:0.832909±0.001922 test-auc:0.805466±0.005392 
[1377]  train-auc:0.832920±0.001920 test-auc:0.805469±0.005386 
[1378]  train-auc:0.832927±0.001921 test-auc:0.805465±0.005392 
[1379]  train-auc:0.832939±0.001919 test-auc:0.805471±0.005391 
[1380]  train-auc:0.832946±0.001920 test-auc:0.805478±0.005396 
[1381]  train-auc:0.832962±0.001922 test-auc:0.805490±0.005408 
[1382]  train-auc:0.832977±0.001921 test-auc:0.805497±0.005401 
[1383]  train-auc:0.832985±0.001920 test-auc:0.805496±0.005401 
[1384]  train-auc:0.832997±0.001918 test-auc:0.805510±0.005399 
[1385]  train-auc:0.833008±0.001921 test-auc:0.805513±0.005392 
[1386]  train-auc:0.833025±0.001931 test-auc:0.805519±0.005399 
[1387]  train-auc:0.833034±0.001928 test-auc:0.805506±0.005405 
[1388]  train-auc:0.833042±0.001928 test-auc:0.805501±0.005407 
[1389]  train-auc:0.833052±0.001929 test-auc:0.805497±0.005413 
[1390]  train-auc:0.833060±0.001926 test-auc:0.805503±0.005417 
[1391]  train-auc:0.833074±0.001927 test-auc:0.805504±0.005403 
[1392]  train-auc:0.833083±0.001922 test-auc:0.805520±0.005405 
[1393]  train-auc:0.833091±0.001926 test-auc:0.805525±0.005407 
[1394]  train-auc:0.833105±0.001931 test-auc:0.805519±0.005406 
[1395]  train-auc:0.833113±0.001930 test-auc:0.805527±0.005412 
[1396]  train-auc:0.833119±0.001930 test-auc:0.805526±0.005406 
[1397]  train-auc:0.833126±0.001930 test-auc:0.805527±0.005399 
[1398]  train-auc:0.833132±0.001933 test-auc:0.805522±0.005389 
[1399]  train-auc:0.833144±0.001937 test-auc:0.805514±0.005386 
[1400]  train-auc:0.833160±0.001938 test-auc:0.805534±0.005381 
[1401]  train-auc:0.833172±0.001939 test-auc:0.805542±0.005381 
[1402]  train-auc:0.833183±0.001943 test-auc:0.805551±0.005394 
[1403]  train-auc:0.833198±0.001941 test-auc:0.805550±0.005385 
[1404]  train-auc:0.833207±0.001946 test-auc:0.805531±0.005389 
[1405]  train-auc:0.833220±0.001945 test-auc:0.805545±0.005405 
[1406]  train-auc:0.833229±0.001944 test-auc:0.805556±0.005402 
[1407]  train-auc:0.833237±0.001945 test-auc:0.805563±0.005399 
[1408]  train-auc:0.833247±0.001948 test-auc:0.805574±0.005402 
[1409]  train-auc:0.833257±0.001948 test-auc:0.805570±0.005403 
[1410]  train-auc:0.833269±0.001946 test-auc:0.805576±0.005396 
[1411]  train-auc:0.833279±0.001949 test-auc:0.805576±0.005387 
[1412]  train-auc:0.833286±0.001950 test-auc:0.805592±0.005380 
[1413]  train-auc:0.833301±0.001949 test-auc:0.805595±0.005379 
[1414]  train-auc:0.833315±0.001948 test-auc:0.805594±0.005381 
[1415]  train-auc:0.833326±0.001950 test-auc:0.805598±0.005375 
[1416]  train-auc:0.833334±0.001950 test-auc:0.805602±0.005369 
[1417]  train-auc:0.833345±0.001951 test-auc:0.805616±0.005365 
[1418]  train-auc:0.833357±0.001951 test-auc:0.805611±0.005367 
[1419]  train-auc:0.833365±0.001950 test-auc:0.805610±0.005368 
[1420]  train-auc:0.833373±0.001953 test-auc:0.805602±0.005372 
[1421]  train-auc:0.833382±0.001953 test-auc:0.805604±0.005376 
[1422]  train-auc:0.833396±0.001947 test-auc:0.805616±0.005377 
[1423]  train-auc:0.833408±0.001951 test-auc:0.805613±0.005378 
[1424]  train-auc:0.833421±0.001958 test-auc:0.805617±0.005386 
[1425]  train-auc:0.833430±0.001963 test-auc:0.805625±0.005391 
[1426]  train-auc:0.833439±0.001964 test-auc:0.805623±0.005391 
[1427]  train-auc:0.833450±0.001966 test-auc:0.805628±0.005397 
[1428]  train-auc:0.833455±0.001962 test-auc:0.805629±0.005391 
[1429]  train-auc:0.833466±0.001968 test-auc:0.805619±0.005392 
[1430]  train-auc:0.833478±0.001963 test-auc:0.805630±0.005405 
[1431]  train-auc:0.833488±0.001965 test-auc:0.805629±0.005403 
[1432]  train-auc:0.833495±0.001968 test-auc:0.805633±0.005407 
[1433]  train-auc:0.833502±0.001970 test-auc:0.805644±0.005405 
[1434]  train-auc:0.833510±0.001972 test-auc:0.805636±0.005416 
[1435]  train-auc:0.833530±0.001977 test-auc:0.805637±0.005415 
[1436]  train-auc:0.833537±0.001975 test-auc:0.805638±0.005409 
[1437]  train-auc:0.833547±0.001974 test-auc:0.805634±0.005413 
[1438]  train-auc:0.833554±0.001973 test-auc:0.805632±0.005403 
[1439]  train-auc:0.833570±0.001982 test-auc:0.805640±0.005406 
[1440]  train-auc:0.833578±0.001978 test-auc:0.805633±0.005411 
[1441]  train-auc:0.833585±0.001978 test-auc:0.805635±0.005406 
[1442]  train-auc:0.833595±0.001980 test-auc:0.805638±0.005400 
[1443]  train-auc:0.833608±0.001981 test-auc:0.805642±0.005402 
[1444]  train-auc:0.833619±0.001991 test-auc:0.805645±0.005406 
[1445]  train-auc:0.833630±0.002000 test-auc:0.805646±0.005401 
[1446]  train-auc:0.833636±0.002003 test-auc:0.805639±0.005410 
[1447]  train-auc:0.833651±0.001999 test-auc:0.805654±0.005395 
[1448]  train-auc:0.833666±0.001994 test-auc:0.805667±0.005385 
[1449]  train-auc:0.833673±0.001996 test-auc:0.805680±0.005387 
[1450]  train-auc:0.833688±0.002002 test-auc:0.805679±0.005385 
[1451]  train-auc:0.833698±0.002003 test-auc:0.805677±0.005393 
[1452]  train-auc:0.833709±0.002004 test-auc:0.805683±0.005396 
[1453]  train-auc:0.833715±0.002007 test-auc:0.805680±0.005387 
[1454]  train-auc:0.833719±0.002007 test-auc:0.805677±0.005392 
[1455]  train-auc:0.833725±0.002009 test-auc:0.805679±0.005393 
[1456]  train-auc:0.833737±0.002008 test-auc:0.805678±0.005387 
[1457]  train-auc:0.833744±0.002006 test-auc:0.805682±0.005380 
[1458]  train-auc:0.833751±0.002007 test-auc:0.805688±0.005398 
[1459]  train-auc:0.833759±0.002007 test-auc:0.805680±0.005411 
[1460]  train-auc:0.833772±0.002007 test-auc:0.805693±0.005411 
[1461]  train-auc:0.833780±0.002009 test-auc:0.805698±0.005403 
[1462]  train-auc:0.833787±0.002013 test-auc:0.805704±0.005400 
[1463]  train-auc:0.833804±0.002018 test-auc:0.805710±0.005387 
[1464]  train-auc:0.833812±0.002017 test-auc:0.805715±0.005380 
[1465]  train-auc:0.833824±0.002019 test-auc:0.805716±0.005376 
[1466]  train-auc:0.833835±0.002022 test-auc:0.805728±0.005385 
[1467]  train-auc:0.833844±0.002020 test-auc:0.805737±0.005388 
[1468]  train-auc:0.833853±0.002020 test-auc:0.805742±0.005387 
[1469]  train-auc:0.833866±0.002027 test-auc:0.805747±0.005383 
[1470]  train-auc:0.833880±0.002026 test-auc:0.805752±0.005381 
[1471]  train-auc:0.833889±0.002019 test-auc:0.805760±0.005386 
[1472]  train-auc:0.833899±0.002019 test-auc:0.805756±0.005391 
[1473]  train-auc:0.833906±0.002019 test-auc:0.805766±0.005392 
[1474]  train-auc:0.833916±0.002017 test-auc:0.805758±0.005385 
[1475]  train-auc:0.833927±0.002024 test-auc:0.805756±0.005382 
[1476]  train-auc:0.833938±0.002018 test-auc:0.805756±0.005385 
[1477]  train-auc:0.833951±0.002028 test-auc:0.805769±0.005390 
[1478]  train-auc:0.833959±0.002030 test-auc:0.805765±0.005384 
[1479]  train-auc:0.833971±0.002028 test-auc:0.805778±0.005374 
[1480]  train-auc:0.833979±0.002028 test-auc:0.805781±0.005378 
[1481]  train-auc:0.833989±0.002026 test-auc:0.805770±0.005382 
[1482]  train-auc:0.834001±0.002028 test-auc:0.805771±0.005376 
[1483]  train-auc:0.834010±0.002026 test-auc:0.805776±0.005385 
[1484]  train-auc:0.834018±0.002028 test-auc:0.805788±0.005392 
[1485]  train-auc:0.834031±0.002034 test-auc:0.805790±0.005384 
[1486]  train-auc:0.834039±0.002035 test-auc:0.805794±0.005376 
[1487]  train-auc:0.834049±0.002038 test-auc:0.805794±0.005379 
[1488]  train-auc:0.834060±0.002041 test-auc:0.805788±0.005386 
[1489]  train-auc:0.834068±0.002044 test-auc:0.805794±0.005377 
[1490]  train-auc:0.834081±0.002045 test-auc:0.805793±0.005382 
[1491]  train-auc:0.834088±0.002042 test-auc:0.805792±0.005380 
[1492]  train-auc:0.834093±0.002041 test-auc:0.805791±0.005368 
[1493]  train-auc:0.834097±0.002037 test-auc:0.805788±0.005364 
[1494]  train-auc:0.834106±0.002034 test-auc:0.805791±0.005366 
[1495]  train-auc:0.834115±0.002034 test-auc:0.805798±0.005357 
[1496]  train-auc:0.834125±0.002042 test-auc:0.805805±0.005366 
[1497]  train-auc:0.834134±0.002042 test-auc:0.805807±0.005372 
[1498]  train-auc:0.834138±0.002043 test-auc:0.805808±0.005375 
[1499]  train-auc:0.834145±0.002042 test-auc:0.805814±0.005366 
[1500]  train-auc:0.834153±0.002042 test-auc:0.805817±0.005368 
[1501]  train-auc:0.834165±0.002051 test-auc:0.805831±0.005370 
[1502]  train-auc:0.834171±0.002048 test-auc:0.805824±0.005354 
[1503]  train-auc:0.834179±0.002047 test-auc:0.805818±0.005355 
[1504]  train-auc:0.834188±0.002051 test-auc:0.805819±0.005363 
[1505]  train-auc:0.834197±0.002052 test-auc:0.805819±0.005353 
[1506]  train-auc:0.834212±0.002054 test-auc:0.805816±0.005343 
[1507]  train-auc:0.834225±0.002057 test-auc:0.805812±0.005348 
[1508]  train-auc:0.834234±0.002057 test-auc:0.805819±0.005347 
[1509]  train-auc:0.834245±0.002062 test-auc:0.805832±0.005355 
[1510]  train-auc:0.834254±0.002064 test-auc:0.805836±0.005360 
[1511]  train-auc:0.834266±0.002065 test-auc:0.805840±0.005362 
[1512]  train-auc:0.834278±0.002068 test-auc:0.805851±0.005358 
[1513]  train-auc:0.834286±0.002063 test-auc:0.805868±0.005374 
[1514]  train-auc:0.834297±0.002063 test-auc:0.805864±0.005373 
[1515]  train-auc:0.834310±0.002066 test-auc:0.805873±0.005374 
[1516]  train-auc:0.834323±0.002063 test-auc:0.805875±0.005372 
[1517]  train-auc:0.834331±0.002068 test-auc:0.805869±0.005369 
[1518]  train-auc:0.834340±0.002068 test-auc:0.805886±0.005373 
[1519]  train-auc:0.834345±0.002067 test-auc:0.805894±0.005366 
[1520]  train-auc:0.834358±0.002073 test-auc:0.805908±0.005377 
[1521]  train-auc:0.834372±0.002073 test-auc:0.805908±0.005376 
[1522]  train-auc:0.834377±0.002076 test-auc:0.805922±0.005380 
[1523]  train-auc:0.834382±0.002077 test-auc:0.805930±0.005379 
[1524]  train-auc:0.834390±0.002078 test-auc:0.805929±0.005381 
[1525]  train-auc:0.834400±0.002077 test-auc:0.805933±0.005393 
[1526]  train-auc:0.834410±0.002081 test-auc:0.805948±0.005383 
[1527]  train-auc:0.834420±0.002083 test-auc:0.805955±0.005383 
[1528]  train-auc:0.834434±0.002089 test-auc:0.805961±0.005389 
[1529]  train-auc:0.834449±0.002089 test-auc:0.805973±0.005396 
[1530]  train-auc:0.834461±0.002091 test-auc:0.805974±0.005398 
[1531]  train-auc:0.834474±0.002089 test-auc:0.805994±0.005411 
[1532]  train-auc:0.834482±0.002091 test-auc:0.806003±0.005416 
[1533]  train-auc:0.834487±0.002092 test-auc:0.806006±0.005423 
[1534]  train-auc:0.834506±0.002091 test-auc:0.806011±0.005430 
[1535]  train-auc:0.834514±0.002090 test-auc:0.806008±0.005429 
[1536]  train-auc:0.834522±0.002090 test-auc:0.805993±0.005420 
[1537]  train-auc:0.834532±0.002089 test-auc:0.806007±0.005427 
[1538]  train-auc:0.834540±0.002090 test-auc:0.806016±0.005429 
[1539]  train-auc:0.834547±0.002090 test-auc:0.806028±0.005433 
[1540]  train-auc:0.834554±0.002092 test-auc:0.806015±0.005436 
[1541]  train-auc:0.834564±0.002094 test-auc:0.806021±0.005433 
[1542]  train-auc:0.834571±0.002093 test-auc:0.806018±0.005431 
[1543]  train-auc:0.834578±0.002093 test-auc:0.806023±0.005423 
[1544]  train-auc:0.834588±0.002095 test-auc:0.806032±0.005424 
[1545]  train-auc:0.834597±0.002095 test-auc:0.806027±0.005420 
[1546]  train-auc:0.834606±0.002096 test-auc:0.806028±0.005421 
[1547]  train-auc:0.834611±0.002093 test-auc:0.806023±0.005417 
[1548]  train-auc:0.834620±0.002090 test-auc:0.806043±0.005410 
[1549]  train-auc:0.834625±0.002085 test-auc:0.806047±0.005412 
[1550]  train-auc:0.834636±0.002087 test-auc:0.806044±0.005413 
[1551]  train-auc:0.834647±0.002086 test-auc:0.806053±0.005412 
[1552]  train-auc:0.834661±0.002088 test-auc:0.806070±0.005419 
[1553]  train-auc:0.834674±0.002085 test-auc:0.806075±0.005429 
[1554]  train-auc:0.834687±0.002078 test-auc:0.806092±0.005457 
[1555]  train-auc:0.834699±0.002071 test-auc:0.806093±0.005462 
[1556]  train-auc:0.834711±0.002066 test-auc:0.806097±0.005473 
[1557]  train-auc:0.834727±0.002075 test-auc:0.806105±0.005484 
[1558]  train-auc:0.834735±0.002076 test-auc:0.806097±0.005484 
[1559]  train-auc:0.834744±0.002075 test-auc:0.806098±0.005485 
[1560]  train-auc:0.834755±0.002080 test-auc:0.806103±0.005477 
[1561]  train-auc:0.834768±0.002084 test-auc:0.806109±0.005480 
[1562]  train-auc:0.834776±0.002085 test-auc:0.806112±0.005479 
[1563]  train-auc:0.834785±0.002079 test-auc:0.806113±0.005477 
[1564]  train-auc:0.834793±0.002081 test-auc:0.806109±0.005487 
[1565]  train-auc:0.834798±0.002083 test-auc:0.806109±0.005482 
[1566]  train-auc:0.834807±0.002086 test-auc:0.806118±0.005477 
[1567]  train-auc:0.834817±0.002088 test-auc:0.806122±0.005487 
[1568]  train-auc:0.834823±0.002087 test-auc:0.806131±0.005501 
[1569]  train-auc:0.834828±0.002088 test-auc:0.806132±0.005503 
[1570]  train-auc:0.834837±0.002094 test-auc:0.806132±0.005504 
[1571]  train-auc:0.834848±0.002093 test-auc:0.806135±0.005497 
[1572]  train-auc:0.834863±0.002097 test-auc:0.806135±0.005510 
[1573]  train-auc:0.834873±0.002098 test-auc:0.806137±0.005501 
[1574]  train-auc:0.834881±0.002101 test-auc:0.806147±0.005504 
[1575]  train-auc:0.834891±0.002096 test-auc:0.806143±0.005506 
[1576]  train-auc:0.834900±0.002099 test-auc:0.806148±0.005500 
[1577]  train-auc:0.834910±0.002103 test-auc:0.806147±0.005503 
[1578]  train-auc:0.834915±0.002102 test-auc:0.806147±0.005503 
[1579]  train-auc:0.834935±0.002100 test-auc:0.806148±0.005495 
[1580]  train-auc:0.834942±0.002098 test-auc:0.806142±0.005493 
[1581]  train-auc:0.834956±0.002095 test-auc:0.806141±0.005484 
[1582]  train-auc:0.834969±0.002095 test-auc:0.806153±0.005485 
[1583]  train-auc:0.834978±0.002096 test-auc:0.806156±0.005488 
[1584]  train-auc:0.834983±0.002094 test-auc:0.806168±0.005486 
[1585]  train-auc:0.834993±0.002091 test-auc:0.806163±0.005494 
[1586]  train-auc:0.835010±0.002091 test-auc:0.806168±0.005483 
[1587]  train-auc:0.835025±0.002097 test-auc:0.806165±0.005486 
[1588]  train-auc:0.835038±0.002103 test-auc:0.806162±0.005488 
[1589]  train-auc:0.835042±0.002106 test-auc:0.806176±0.005491 
[1590]  train-auc:0.835047±0.002107 test-auc:0.806183±0.005490 
[1591]  train-auc:0.835066±0.002103 test-auc:0.806194±0.005477 
[1592]  train-auc:0.835082±0.002112 test-auc:0.806195±0.005476 
[1593]  train-auc:0.835092±0.002108 test-auc:0.806202±0.005477 
[1594]  train-auc:0.835101±0.002111 test-auc:0.806199±0.005467 
[1595]  train-auc:0.835108±0.002108 test-auc:0.806204±0.005464 
[1596]  train-auc:0.835117±0.002104 test-auc:0.806204±0.005465 
[1597]  train-auc:0.835136±0.002098 test-auc:0.806209±0.005442 
[1598]  train-auc:0.835141±0.002103 test-auc:0.806205±0.005444 
[1599]  train-auc:0.835150±0.002106 test-auc:0.806205±0.005442 
[1600]  train-auc:0.835155±0.002106 test-auc:0.806204±0.005455 
[1601]  train-auc:0.835171±0.002105 test-auc:0.806212±0.005456 
[1602]  train-auc:0.835177±0.002107 test-auc:0.806221±0.005465 
[1603]  train-auc:0.835190±0.002109 test-auc:0.806225±0.005465 
[1604]  train-auc:0.835203±0.002099 test-auc:0.806216±0.005463 
[1605]  train-auc:0.835213±0.002103 test-auc:0.806216±0.005463 
[1606]  train-auc:0.835222±0.002106 test-auc:0.806211±0.005457 
[1607]  train-auc:0.835244±0.002110 test-auc:0.806232±0.005463 
[1608]  train-auc:0.835249±0.002110 test-auc:0.806237±0.005458 
[1609]  train-auc:0.835262±0.002115 test-auc:0.806234±0.005465 
[1610]  train-auc:0.835272±0.002122 test-auc:0.806237±0.005460 
[1611]  train-auc:0.835286±0.002128 test-auc:0.806233±0.005454 
[1612]  train-auc:0.835302±0.002132 test-auc:0.806241±0.005460 
[1613]  train-auc:0.835309±0.002130 test-auc:0.806246±0.005460 
[1614]  train-auc:0.835317±0.002135 test-auc:0.806250±0.005460 
[1615]  train-auc:0.835331±0.002142 test-auc:0.806265±0.005470 
[1616]  train-auc:0.835340±0.002140 test-auc:0.806268±0.005459 
[1617]  train-auc:0.835350±0.002141 test-auc:0.806277±0.005453 
[1618]  train-auc:0.835357±0.002144 test-auc:0.806281±0.005454 
[1619]  train-auc:0.835362±0.002141 test-auc:0.806279±0.005457 
[1620]  train-auc:0.835371±0.002142 test-auc:0.806284±0.005460 
[1621]  train-auc:0.835386±0.002139 test-auc:0.806288±0.005464 
[1622]  train-auc:0.835404±0.002128 test-auc:0.806296±0.005461 
[1623]  train-auc:0.835411±0.002129 test-auc:0.806303±0.005469 
[1624]  train-auc:0.835419±0.002132 test-auc:0.806283±0.005462 
[1625]  train-auc:0.835428±0.002132 test-auc:0.806285±0.005468 
[1626]  train-auc:0.835440±0.002139 test-auc:0.806289±0.005484 
[1627]  train-auc:0.835450±0.002145 test-auc:0.806294±0.005470 
[1628]  train-auc:0.835455±0.002145 test-auc:0.806296±0.005471 
[1629]  train-auc:0.835469±0.002141 test-auc:0.806301±0.005466 
[1630]  train-auc:0.835477±0.002140 test-auc:0.806295±0.005446 
[1631]  train-auc:0.835481±0.002141 test-auc:0.806290±0.005447 
[1632]  train-auc:0.835485±0.002141 test-auc:0.806288±0.005451 
[1633]  train-auc:0.835494±0.002141 test-auc:0.806302±0.005446 
[1634]  train-auc:0.835503±0.002143 test-auc:0.806309±0.005447 
[1635]  train-auc:0.835510±0.002146 test-auc:0.806313±0.005445 
[1636]  train-auc:0.835520±0.002150 test-auc:0.806311±0.005460 
[1637]  train-auc:0.835532±0.002154 test-auc:0.806320±0.005457 
[1638]  train-auc:0.835539±0.002154 test-auc:0.806323±0.005454 
[1639]  train-auc:0.835547±0.002155 test-auc:0.806317±0.005450 
[1640]  train-auc:0.835556±0.002159 test-auc:0.806318±0.005442 
[1641]  train-auc:0.835567±0.002166 test-auc:0.806319±0.005450 
[1642]  train-auc:0.835571±0.002165 test-auc:0.806311±0.005441 
[1643]  train-auc:0.835577±0.002166 test-auc:0.806312±0.005451 
[1644]  train-auc:0.835583±0.002170 test-auc:0.806307±0.005458 
[1645]  train-auc:0.835593±0.002173 test-auc:0.806301±0.005458 
[1646]  train-auc:0.835607±0.002179 test-auc:0.806306±0.005461 
[1647]  train-auc:0.835615±0.002181 test-auc:0.806295±0.005474 
[1648]  train-auc:0.835624±0.002182 test-auc:0.806290±0.005472 
[1649]  train-auc:0.835633±0.002181 test-auc:0.806304±0.005477 
[1650]  train-auc:0.835645±0.002191 test-auc:0.806309±0.005473 
[1651]  train-auc:0.835650±0.002194 test-auc:0.806302±0.005478 
[1652]  train-auc:0.835665±0.002200 test-auc:0.806306±0.005486 
[1653]  train-auc:0.835672±0.002199 test-auc:0.806310±0.005493 
[1654]  train-auc:0.835685±0.002202 test-auc:0.806308±0.005506 
[1655]  train-auc:0.835692±0.002205 test-auc:0.806307±0.005513 
[1656]  train-auc:0.835705±0.002206 test-auc:0.806313±0.005505 
[1657]  train-auc:0.835711±0.002209 test-auc:0.806313±0.005500 
[1658]  train-auc:0.835733±0.002204 test-auc:0.806316±0.005495 
[1659]  train-auc:0.835741±0.002211 test-auc:0.806319±0.005494 
[1660]  train-auc:0.835752±0.002210 test-auc:0.806318±0.005485 
[1661]  train-auc:0.835758±0.002210 test-auc:0.806321±0.005489 
[1662]  train-auc:0.835768±0.002212 test-auc:0.806334±0.005504 
[1663]  train-auc:0.835777±0.002215 test-auc:0.806336±0.005506 
[1664]  train-auc:0.835786±0.002216 test-auc:0.806341±0.005507 
[1665]  train-auc:0.835795±0.002220 test-auc:0.806347±0.005504 
[1666]  train-auc:0.835803±0.002222 test-auc:0.806348±0.005503 
[1667]  train-auc:0.835820±0.002221 test-auc:0.806354±0.005486 
[1668]  train-auc:0.835827±0.002226 test-auc:0.806357±0.005487 
[1669]  train-auc:0.835835±0.002231 test-auc:0.806368±0.005487 
[1670]  train-auc:0.835847±0.002236 test-auc:0.806353±0.005496 
[1671]  train-auc:0.835856±0.002238 test-auc:0.806358±0.005499 
[1672]  train-auc:0.835862±0.002240 test-auc:0.806362±0.005488 
[1673]  train-auc:0.835876±0.002247 test-auc:0.806364±0.005495 
[1674]  train-auc:0.835885±0.002247 test-auc:0.806362±0.005492 
[1675]  train-auc:0.835897±0.002248 test-auc:0.806367±0.005482 
[1676]  train-auc:0.835912±0.002250 test-auc:0.806361±0.005491 
[1677]  train-auc:0.835921±0.002255 test-auc:0.806368±0.005490 
[1678]  train-auc:0.835934±0.002246 test-auc:0.806375±0.005490 
[1679]  train-auc:0.835949±0.002232 test-auc:0.806387±0.005510 
[1680]  train-auc:0.835961±0.002235 test-auc:0.806399±0.005521 
[1681]  train-auc:0.835971±0.002231 test-auc:0.806406±0.005516 
[1682]  train-auc:0.835985±0.002222 test-auc:0.806411±0.005542 
[1683]  train-auc:0.835997±0.002227 test-auc:0.806417±0.005555 
[1684]  train-auc:0.836009±0.002215 test-auc:0.806428±0.005564 
[1685]  train-auc:0.836021±0.002216 test-auc:0.806425±0.005567 
[1686]  train-auc:0.836029±0.002216 test-auc:0.806432±0.005577 
[1687]  train-auc:0.836043±0.002222 test-auc:0.806440±0.005580 
[1688]  train-auc:0.836056±0.002210 test-auc:0.806446±0.005571 
[1689]  train-auc:0.836066±0.002212 test-auc:0.806451±0.005575 
[1690]  train-auc:0.836076±0.002215 test-auc:0.806457±0.005577 
[1691]  train-auc:0.836083±0.002217 test-auc:0.806459±0.005582 
[1692]  train-auc:0.836092±0.002223 test-auc:0.806459±0.005590 
[1693]  train-auc:0.836097±0.002220 test-auc:0.806461±0.005590 
[1694]  train-auc:0.836107±0.002223 test-auc:0.806458±0.005587 
[1695]  train-auc:0.836118±0.002220 test-auc:0.806459±0.005588 
[1696]  train-auc:0.836135±0.002214 test-auc:0.806457±0.005614 
[1697]  train-auc:0.836144±0.002213 test-auc:0.806454±0.005613 
[1698]  train-auc:0.836149±0.002215 test-auc:0.806449±0.005617 
[1699]  train-auc:0.836157±0.002222 test-auc:0.806457±0.005618 
[1700]  train-auc:0.836160±0.002221 test-auc:0.806451±0.005611 
[1701]  train-auc:0.836171±0.002221 test-auc:0.806450±0.005606 
[1702]  train-auc:0.836175±0.002224 test-auc:0.806451±0.005614 
[1703]  train-auc:0.836182±0.002223 test-auc:0.806448±0.005611 
[1704]  train-auc:0.836191±0.002228 test-auc:0.806446±0.005592 
[1705]  train-auc:0.836197±0.002226 test-auc:0.806453±0.005583 
[1706]  train-auc:0.836205±0.002228 test-auc:0.806461±0.005575 
[1707]  train-auc:0.836210±0.002228 test-auc:0.806459±0.005586 
[1708]  train-auc:0.836220±0.002230 test-auc:0.806470±0.005580 
[1709]  train-auc:0.836228±0.002236 test-auc:0.806467±0.005585 
[1710]  train-auc:0.836245±0.002232 test-auc:0.806468±0.005596 
[1711]  train-auc:0.836263±0.002230 test-auc:0.806480±0.005599 
[1712]  train-auc:0.836277±0.002222 test-auc:0.806483±0.005613 
[1713]  train-auc:0.836299±0.002208 test-auc:0.806489±0.005621 
[1714]  train-auc:0.836309±0.002205 test-auc:0.806486±0.005613 
[1715]  train-auc:0.836322±0.002200 test-auc:0.806492±0.005620 
[1716]  train-auc:0.836331±0.002203 test-auc:0.806507±0.005612 
[1717]  train-auc:0.836344±0.002194 test-auc:0.806522±0.005618 
[1718]  train-auc:0.836356±0.002192 test-auc:0.806521±0.005614 
[1719]  train-auc:0.836362±0.002189 test-auc:0.806509±0.005621 
[1720]  train-auc:0.836377±0.002177 test-auc:0.806530±0.005622 
[1721]  train-auc:0.836391±0.002180 test-auc:0.806552±0.005589 
[1722]  train-auc:0.836402±0.002181 test-auc:0.806548±0.005610 
[1723]  train-auc:0.836420±0.002180 test-auc:0.806553±0.005620 
[1724]  train-auc:0.836438±0.002168 test-auc:0.806578±0.005605 
[1725]  train-auc:0.836448±0.002162 test-auc:0.806580±0.005613 
[1726]  train-auc:0.836455±0.002161 test-auc:0.806583±0.005621 
[1727]  train-auc:0.836466±0.002158 test-auc:0.806583±0.005617 
[1728]  train-auc:0.836471±0.002158 test-auc:0.806586±0.005610 
[1729]  train-auc:0.836480±0.002160 test-auc:0.806588±0.005619 
[1730]  train-auc:0.836494±0.002148 test-auc:0.806611±0.005615 
[1731]  train-auc:0.836510±0.002145 test-auc:0.806617±0.005630 
[1732]  train-auc:0.836526±0.002142 test-auc:0.806625±0.005632 
[1733]  train-auc:0.836533±0.002149 test-auc:0.806615±0.005631 
[1734]  train-auc:0.836546±0.002155 test-auc:0.806615±0.005641 
[1735]  train-auc:0.836557±0.002153 test-auc:0.806637±0.005650 
[1736]  train-auc:0.836560±0.002151 test-auc:0.806644±0.005659 
[1737]  train-auc:0.836569±0.002153 test-auc:0.806644±0.005654 
[1738]  train-auc:0.836578±0.002149 test-auc:0.806650±0.005661 
[1739]  train-auc:0.836586±0.002148 test-auc:0.806650±0.005665 
[1740]  train-auc:0.836601±0.002142 test-auc:0.806664±0.005663 
[1741]  train-auc:0.836606±0.002141 test-auc:0.806657±0.005678 
[1742]  train-auc:0.836611±0.002142 test-auc:0.806656±0.005665 
[1743]  train-auc:0.836619±0.002137 test-auc:0.806661±0.005663 
[1744]  train-auc:0.836632±0.002123 test-auc:0.806664±0.005665 
[1745]  train-auc:0.836644±0.002112 test-auc:0.806678±0.005682 
[1746]  train-auc:0.836655±0.002116 test-auc:0.806673±0.005682 
[1747]  train-auc:0.836669±0.002116 test-auc:0.806672±0.005686 
[1748]  train-auc:0.836682±0.002115 test-auc:0.806678±0.005683 
[1749]  train-auc:0.836690±0.002117 test-auc:0.806679±0.005696 
[1750]  train-auc:0.836694±0.002118 test-auc:0.806679±0.005688 
[1751]  train-auc:0.836699±0.002120 test-auc:0.806677±0.005696 
[1752]  train-auc:0.836710±0.002121 test-auc:0.806687±0.005695 
[1753]  train-auc:0.836722±0.002120 test-auc:0.806692±0.005694 
[1754]  train-auc:0.836736±0.002130 test-auc:0.806694±0.005685 
[1755]  train-auc:0.836744±0.002127 test-auc:0.806692±0.005678 
[1756]  train-auc:0.836757±0.002127 test-auc:0.806693±0.005677 
[1757]  train-auc:0.836765±0.002126 test-auc:0.806693±0.005679 
[1758]  train-auc:0.836769±0.002127 test-auc:0.806691±0.005674 
[1759]  train-auc:0.836781±0.002127 test-auc:0.806703±0.005670 
[1760]  train-auc:0.836797±0.002116 test-auc:0.806703±0.005690 
[1761]  train-auc:0.836810±0.002108 test-auc:0.806702±0.005691 
[1762]  train-auc:0.836819±0.002108 test-auc:0.806707±0.005709 
[1763]  train-auc:0.836830±0.002103 test-auc:0.806713±0.005692 
[1764]  train-auc:0.836839±0.002103 test-auc:0.806716±0.005691 
[1765]  train-auc:0.836852±0.002100 test-auc:0.806727±0.005689 
[1766]  train-auc:0.836864±0.002099 test-auc:0.806740±0.005696 
[1767]  train-auc:0.836876±0.002094 test-auc:0.806732±0.005702 
[1768]  train-auc:0.836888±0.002090 test-auc:0.806728±0.005702 
[1769]  train-auc:0.836904±0.002095 test-auc:0.806744±0.005693 
[1770]  train-auc:0.836921±0.002095 test-auc:0.806753±0.005674 
[1771]  train-auc:0.836932±0.002100 test-auc:0.806754±0.005673 
[1772]  train-auc:0.836941±0.002099 test-auc:0.806754±0.005667 
[1773]  train-auc:0.836947±0.002098 test-auc:0.806766±0.005666 
[1774]  train-auc:0.836962±0.002093 test-auc:0.806775±0.005665 
[1775]  train-auc:0.836971±0.002092 test-auc:0.806775±0.005675 
[1776]  train-auc:0.836975±0.002093 test-auc:0.806774±0.005683 
[1777]  train-auc:0.836987±0.002094 test-auc:0.806780±0.005679 
[1778]  train-auc:0.836994±0.002094 test-auc:0.806774±0.005678 
[1779]  train-auc:0.837004±0.002099 test-auc:0.806775±0.005680 
[1780]  train-auc:0.837010±0.002102 test-auc:0.806778±0.005674 
[1781]  train-auc:0.837015±0.002100 test-auc:0.806781±0.005668 
[1782]  train-auc:0.837024±0.002102 test-auc:0.806776±0.005663 
[1783]  train-auc:0.837030±0.002104 test-auc:0.806788±0.005663 
[1784]  train-auc:0.837037±0.002100 test-auc:0.806792±0.005664 
[1785]  train-auc:0.837050±0.002103 test-auc:0.806803±0.005669 
[1786]  train-auc:0.837053±0.002105 test-auc:0.806807±0.005661 
[1787]  train-auc:0.837062±0.002107 test-auc:0.806803±0.005663 
[1788]  train-auc:0.837073±0.002113 test-auc:0.806800±0.005666 
[1789]  train-auc:0.837077±0.002113 test-auc:0.806801±0.005674 
[1790]  train-auc:0.837089±0.002121 test-auc:0.806806±0.005684 
[1791]  train-auc:0.837108±0.002116 test-auc:0.806808±0.005702 
[1792]  train-auc:0.837123±0.002115 test-auc:0.806810±0.005707 
[1793]  train-auc:0.837128±0.002118 test-auc:0.806809±0.005715 
[1794]  train-auc:0.837143±0.002120 test-auc:0.806826±0.005709 
[1795]  train-auc:0.837162±0.002128 test-auc:0.806841±0.005695 
[1796]  train-auc:0.837172±0.002127 test-auc:0.806836±0.005697 
[1797]  train-auc:0.837177±0.002122 test-auc:0.806835±0.005700 
[1798]  train-auc:0.837190±0.002130 test-auc:0.806844±0.005683 
[1799]  train-auc:0.837213±0.002144 test-auc:0.806861±0.005688 
[1800]  train-auc:0.837218±0.002147 test-auc:0.806858±0.005688 
[1801]  train-auc:0.837236±0.002144 test-auc:0.806870±0.005704 
[1802]  train-auc:0.837246±0.002142 test-auc:0.806877±0.005699 
[1803]  train-auc:0.837258±0.002136 test-auc:0.806871±0.005693 
[1804]  train-auc:0.837266±0.002138 test-auc:0.806877±0.005692 
[1805]  train-auc:0.837278±0.002132 test-auc:0.806879±0.005696 
[1806]  train-auc:0.837299±0.002120 test-auc:0.806880±0.005684 
[1807]  train-auc:0.837314±0.002116 test-auc:0.806873±0.005678 
[1808]  train-auc:0.837322±0.002116 test-auc:0.806878±0.005675 
[1809]  train-auc:0.837333±0.002121 test-auc:0.806882±0.005683 
[1810]  train-auc:0.837346±0.002122 test-auc:0.806889±0.005694 
[1811]  train-auc:0.837355±0.002125 test-auc:0.806888±0.005689 
[1812]  train-auc:0.837361±0.002126 test-auc:0.806888±0.005697 
[1813]  train-auc:0.837382±0.002134 test-auc:0.806896±0.005692 
[1814]  train-auc:0.837391±0.002138 test-auc:0.806905±0.005695 
[1815]  train-auc:0.837395±0.002136 test-auc:0.806895±0.005693 
[1816]  train-auc:0.837403±0.002136 test-auc:0.806899±0.005701 
[1817]  train-auc:0.837412±0.002141 test-auc:0.806896±0.005706 
[1818]  train-auc:0.837423±0.002142 test-auc:0.806886±0.005713 
[1819]  train-auc:0.837437±0.002148 test-auc:0.806899±0.005716 
[1820]  train-auc:0.837444±0.002147 test-auc:0.806895±0.005718 
[1821]  train-auc:0.837449±0.002149 test-auc:0.806895±0.005726 
[1822]  train-auc:0.837466±0.002151 test-auc:0.806904±0.005727 
[1823]  train-auc:0.837486±0.002156 test-auc:0.806907±0.005733 
[1824]  train-auc:0.837503±0.002162 test-auc:0.806901±0.005739 
[1825]  train-auc:0.837517±0.002171 test-auc:0.806906±0.005741 
[1826]  train-auc:0.837526±0.002172 test-auc:0.806916±0.005743 
[1827]  train-auc:0.837532±0.002168 test-auc:0.806909±0.005735 
[1828]  train-auc:0.837548±0.002169 test-auc:0.806916±0.005723 
[1829]  train-auc:0.837563±0.002171 test-auc:0.806924±0.005715 
[1830]  train-auc:0.837582±0.002170 test-auc:0.806922±0.005728 
[1831]  train-auc:0.837596±0.002178 test-auc:0.806929±0.005740 
[1832]  train-auc:0.837609±0.002186 test-auc:0.806933±0.005735 
[1833]  train-auc:0.837616±0.002188 test-auc:0.806930±0.005748 
[1834]  train-auc:0.837627±0.002189 test-auc:0.806927±0.005749 
[1835]  train-auc:0.837638±0.002194 test-auc:0.806927±0.005745 
[1836]  train-auc:0.837640±0.002193 test-auc:0.806928±0.005745 
[1837]  train-auc:0.837650±0.002196 test-auc:0.806935±0.005753 
[1838]  train-auc:0.837658±0.002200 test-auc:0.806934±0.005754 
[1839]  train-auc:0.837678±0.002213 test-auc:0.806941±0.005745 
[1840]  train-auc:0.837690±0.002216 test-auc:0.806958±0.005747 
[1841]  train-auc:0.837701±0.002221 test-auc:0.806969±0.005751 
[1842]  train-auc:0.837708±0.002221 test-auc:0.806964±0.005755 
[1843]  train-auc:0.837714±0.002220 test-auc:0.806964±0.005758 
[1844]  train-auc:0.837721±0.002219 test-auc:0.806968±0.005768 
[1845]  train-auc:0.837731±0.002223 test-auc:0.806973±0.005761 
[1846]  train-auc:0.837740±0.002225 test-auc:0.806977±0.005756 
[1847]  train-auc:0.837752±0.002226 test-auc:0.806971±0.005755 
[1848]  train-auc:0.837769±0.002232 test-auc:0.806981±0.005765 
[1849]  train-auc:0.837777±0.002235 test-auc:0.806974±0.005777 
[1850]  train-auc:0.837790±0.002235 test-auc:0.806975±0.005778 
[1851]  train-auc:0.837796±0.002234 test-auc:0.806980±0.005777 
[1852]  train-auc:0.837806±0.002237 test-auc:0.806980±0.005771 
[1853]  train-auc:0.837820±0.002236 test-auc:0.806993±0.005768 
[1854]  train-auc:0.837841±0.002236 test-auc:0.807003±0.005784 
[1855]  train-auc:0.837861±0.002237 test-auc:0.807009±0.005792 
[1856]  train-auc:0.837866±0.002232 test-auc:0.807023±0.005784 
[1857]  train-auc:0.837882±0.002235 test-auc:0.807038±0.005799 
[1858]  train-auc:0.837901±0.002244 test-auc:0.807034±0.005796 
[1859]  train-auc:0.837923±0.002241 test-auc:0.807026±0.005785 
[1860]  train-auc:0.837930±0.002245 test-auc:0.807023±0.005786 
[1861]  train-auc:0.837939±0.002247 test-auc:0.807027±0.005786 
[1862]  train-auc:0.837948±0.002248 test-auc:0.807041±0.005785 
[1863]  train-auc:0.837957±0.002248 test-auc:0.807034±0.005784 
[1864]  train-auc:0.837978±0.002243 test-auc:0.807049±0.005799 
[1865]  train-auc:0.837988±0.002241 test-auc:0.807062±0.005789 
[1866]  train-auc:0.837998±0.002241 test-auc:0.807072±0.005781 
[1867]  train-auc:0.838007±0.002246 test-auc:0.807074±0.005777 
[1868]  train-auc:0.838015±0.002247 test-auc:0.807071±0.005779 
[1869]  train-auc:0.838030±0.002256 test-auc:0.807073±0.005781 
[1870]  train-auc:0.838043±0.002254 test-auc:0.807069±0.005777 
[1871]  train-auc:0.838051±0.002258 test-auc:0.807078±0.005777 
[1872]  train-auc:0.838056±0.002258 test-auc:0.807081±0.005765 
[1873]  train-auc:0.838066±0.002260 test-auc:0.807080±0.005771 
[1874]  train-auc:0.838079±0.002262 test-auc:0.807077±0.005767 
[1875]  train-auc:0.838087±0.002263 test-auc:0.807074±0.005772 
[1876]  train-auc:0.838101±0.002254 test-auc:0.807078±0.005775 
[1877]  train-auc:0.838121±0.002253 test-auc:0.807083±0.005771 
[1878]  train-auc:0.838133±0.002253 test-auc:0.807098±0.005778 
[1879]  train-auc:0.838151±0.002257 test-auc:0.807116±0.005786 
[1880]  train-auc:0.838164±0.002263 test-auc:0.807120±0.005799 
[1881]  train-auc:0.838179±0.002261 test-auc:0.807122±0.005798 
[1882]  train-auc:0.838190±0.002253 test-auc:0.807114±0.005788 
[1883]  train-auc:0.838201±0.002257 test-auc:0.807110±0.005798 
[1884]  train-auc:0.838219±0.002246 test-auc:0.807122±0.005778 
[1885]  train-auc:0.838236±0.002251 test-auc:0.807128±0.005772 
[1886]  train-auc:0.838245±0.002251 test-auc:0.807127±0.005778 
[1887]  train-auc:0.838254±0.002250 test-auc:0.807138±0.005775 
[1888]  train-auc:0.838264±0.002255 test-auc:0.807134±0.005767 
[1889]  train-auc:0.838273±0.002257 test-auc:0.807132±0.005768 
[1890]  train-auc:0.838282±0.002258 test-auc:0.807136±0.005761 
[1891]  train-auc:0.838294±0.002252 test-auc:0.807145±0.005760 
[1892]  train-auc:0.838309±0.002249 test-auc:0.807139±0.005759 
[1893]  train-auc:0.838319±0.002249 test-auc:0.807148±0.005767 
[1894]  train-auc:0.838324±0.002250 test-auc:0.807147±0.005768 
[1895]  train-auc:0.838336±0.002252 test-auc:0.807150±0.005769 
[1896]  train-auc:0.838346±0.002247 test-auc:0.807144±0.005775 
[1897]  train-auc:0.838354±0.002244 test-auc:0.807148±0.005791 
[1898]  train-auc:0.838365±0.002246 test-auc:0.807160±0.005793 
[1899]  train-auc:0.838374±0.002246 test-auc:0.807161±0.005790 
[1900]  train-auc:0.838384±0.002247 test-auc:0.807168±0.005781 
[1901]  train-auc:0.838390±0.002245 test-auc:0.807162±0.005778 
[1902]  train-auc:0.838399±0.002246 test-auc:0.807165±0.005785 
[1903]  train-auc:0.838408±0.002241 test-auc:0.807162±0.005785 
[1904]  train-auc:0.838425±0.002241 test-auc:0.807163±0.005801 
[1905]  train-auc:0.838432±0.002239 test-auc:0.807161±0.005815 
[1906]  train-auc:0.838444±0.002235 test-auc:0.807162±0.005821 
[1907]  train-auc:0.838450±0.002233 test-auc:0.807170±0.005821 
[1908]  train-auc:0.838457±0.002229 test-auc:0.807172±0.005819 
[1909]  train-auc:0.838471±0.002222 test-auc:0.807176±0.005828 
[1910]  train-auc:0.838487±0.002226 test-auc:0.807176±0.005827 
[1911]  train-auc:0.838501±0.002226 test-auc:0.807173±0.005836 
[1912]  train-auc:0.838508±0.002226 test-auc:0.807181±0.005836 
[1913]  train-auc:0.838526±0.002230 test-auc:0.807176±0.005843 
[1914]  train-auc:0.838540±0.002224 test-auc:0.807188±0.005851 
[1915]  train-auc:0.838548±0.002229 test-auc:0.807185±0.005859 
[1916]  train-auc:0.838560±0.002227 test-auc:0.807184±0.005876 
[1917]  train-auc:0.838569±0.002228 test-auc:0.807182±0.005872 
[1918]  train-auc:0.838585±0.002231 test-auc:0.807177±0.005880 
[1919]  train-auc:0.838596±0.002238 test-auc:0.807184±0.005883 
[1920]  train-auc:0.838611±0.002241 test-auc:0.807170±0.005895 
[1921]  train-auc:0.838627±0.002247 test-auc:0.807176±0.005888 
[1922]  train-auc:0.838639±0.002246 test-auc:0.807173±0.005903 
[1923]  train-auc:0.838656±0.002237 test-auc:0.807167±0.005895 
[1924]  train-auc:0.838663±0.002238 test-auc:0.807168±0.005897 
[1925]  train-auc:0.838677±0.002245 test-auc:0.807177±0.005902 
[1926]  train-auc:0.838687±0.002248 test-auc:0.807183±0.005900 
[1927]  train-auc:0.838702±0.002249 test-auc:0.807199±0.005912 
[1928]  train-auc:0.838721±0.002250 test-auc:0.807206±0.005890 
[1929]  train-auc:0.838732±0.002256 test-auc:0.807209±0.005904 
[1930]  train-auc:0.838742±0.002258 test-auc:0.807213±0.005923 
[1931]  train-auc:0.838752±0.002262 test-auc:0.807215±0.005933 
[1932]  train-auc:0.838765±0.002267 test-auc:0.807221±0.005928 
[1933]  train-auc:0.838774±0.002269 test-auc:0.807223±0.005930 
[1934]  train-auc:0.838780±0.002269 test-auc:0.807216±0.005937 
[1935]  train-auc:0.838790±0.002270 test-auc:0.807213±0.005940 
[1936]  train-auc:0.838795±0.002266 test-auc:0.807214±0.005940 
[1937]  train-auc:0.838810±0.002259 test-auc:0.807222±0.005942 
[1938]  train-auc:0.838816±0.002252 test-auc:0.807230±0.005952 
[1939]  train-auc:0.838827±0.002252 test-auc:0.807230±0.005941 
[1940]  train-auc:0.838832±0.002253 test-auc:0.807231±0.005935 
[1941]  train-auc:0.838845±0.002244 test-auc:0.807234±0.005942 
[1942]  train-auc:0.838855±0.002244 test-auc:0.807240±0.005930 
[1943]  train-auc:0.838867±0.002240 test-auc:0.807251±0.005936 
[1944]  train-auc:0.838877±0.002245 test-auc:0.807246±0.005939 
[1945]  train-auc:0.838890±0.002249 test-auc:0.807246±0.005936 
[1946]  train-auc:0.838903±0.002251 test-auc:0.807253±0.005932 
[1947]  train-auc:0.838911±0.002251 test-auc:0.807252±0.005939 
[1948]  train-auc:0.838924±0.002249 test-auc:0.807252±0.005946 
[1949]  train-auc:0.838934±0.002244 test-auc:0.807256±0.005940 
[1950]  train-auc:0.838941±0.002247 test-auc:0.807255±0.005955 
[1951]  train-auc:0.838953±0.002250 test-auc:0.807251±0.005954 
[1952]  train-auc:0.838966±0.002254 test-auc:0.807259±0.005964 
[1953]  train-auc:0.838989±0.002255 test-auc:0.807248±0.005968 
[1954]  train-auc:0.838998±0.002256 test-auc:0.807247±0.005970 
[1955]  train-auc:0.839010±0.002259 test-auc:0.807247±0.005964 
[1956]  train-auc:0.839022±0.002257 test-auc:0.807252±0.005967 
[1957]  train-auc:0.839035±0.002255 test-auc:0.807250±0.005956 
[1958]  train-auc:0.839045±0.002259 test-auc:0.807240±0.005945 
[1959]  train-auc:0.839056±0.002249 test-auc:0.807235±0.005957 
[1960]  train-auc:0.839068±0.002253 test-auc:0.807234±0.005963 
[1961]  train-auc:0.839081±0.002254 test-auc:0.807235±0.005972 
[1962]  train-auc:0.839092±0.002255 test-auc:0.807233±0.005965 
[1963]  train-auc:0.839105±0.002253 test-auc:0.807227±0.005956 
[1964]  train-auc:0.839116±0.002257 test-auc:0.807235±0.005965 
[1965]  train-auc:0.839125±0.002256 test-auc:0.807235±0.005975 
[1966]  train-auc:0.839136±0.002245 test-auc:0.807232±0.005981 
[1967]  train-auc:0.839150±0.002249 test-auc:0.807230±0.005987 
[1968]  train-auc:0.839159±0.002250 test-auc:0.807227±0.005971 
[1969]  train-auc:0.839165±0.002251 test-auc:0.807228±0.005979 
[1970]  train-auc:0.839174±0.002248 test-auc:0.807221±0.005977 
[1971]  train-auc:0.839187±0.002245 test-auc:0.807229±0.005980 
[1972]  train-auc:0.839196±0.002241 test-auc:0.807227±0.005980 
[1973]  train-auc:0.839208±0.002240 test-auc:0.807217±0.005995 
[1974]  train-auc:0.839216±0.002234 test-auc:0.807225±0.005998 
[1975]  train-auc:0.839224±0.002234 test-auc:0.807231±0.005987 
[1976]  train-auc:0.839234±0.002234 test-auc:0.807240±0.005981 
[1977]  train-auc:0.839241±0.002236 test-auc:0.807244±0.005996 
[1978]  train-auc:0.839249±0.002241 test-auc:0.807247±0.006001 
[1979]  train-auc:0.839254±0.002244 test-auc:0.807246±0.006007 
[1980]  train-auc:0.839259±0.002246 test-auc:0.807242±0.006012 
[1981]  train-auc:0.839268±0.002250 test-auc:0.807241±0.006005 
[1982]  train-auc:0.839274±0.002249 test-auc:0.807245±0.006004 
[1983]  train-auc:0.839288±0.002257 test-auc:0.807256±0.006010 
[1984]  train-auc:0.839299±0.002259 test-auc:0.807259±0.006004 
[1985]  train-auc:0.839306±0.002259 test-auc:0.807254±0.006012 
[1986]  train-auc:0.839318±0.002261 test-auc:0.807268±0.006019 
[1987]  train-auc:0.839336±0.002262 test-auc:0.807282±0.006022 
[1988]  train-auc:0.839352±0.002255 test-auc:0.807296±0.006024 
[1989]  train-auc:0.839358±0.002256 test-auc:0.807295±0.006026 
[1990]  train-auc:0.839374±0.002257 test-auc:0.807304±0.006028 
[1991]  train-auc:0.839383±0.002248 test-auc:0.807305±0.006031 
[1992]  train-auc:0.839397±0.002255 test-auc:0.807311±0.006030 
[1993]  train-auc:0.839410±0.002251 test-auc:0.807311±0.006030 
[1994]  train-auc:0.839418±0.002250 test-auc:0.807313±0.006036 
[1995]  train-auc:0.839432±0.002254 test-auc:0.807316±0.006029 
[1996]  train-auc:0.839446±0.002261 test-auc:0.807331±0.006037 
[1997]  train-auc:0.839464±0.002258 test-auc:0.807340±0.006045 
[1998]  train-auc:0.839479±0.002245 test-auc:0.807342±0.006055 
[1999]  train-auc:0.839489±0.002246 test-auc:0.807339±0.006054 
[2000]  train-auc:0.839501±0.002249 test-auc:0.807357±0.006049 
[2001]  train-auc:0.839514±0.002255 test-auc:0.807357±0.006052 
[2002]  train-auc:0.839527±0.002255 test-auc:0.807371±0.006073 
[2003]  train-auc:0.839536±0.002257 test-auc:0.807375±0.006068 
[2004]  train-auc:0.839547±0.002258 test-auc:0.807377±0.006069 
[2005]  train-auc:0.839551±0.002256 test-auc:0.807378±0.006070 
[2006]  train-auc:0.839562±0.002252 test-auc:0.807383±0.006077 
[2007]  train-auc:0.839571±0.002248 test-auc:0.807375±0.006085 
[2008]  train-auc:0.839584±0.002245 test-auc:0.807378±0.006082 
[2009]  train-auc:0.839594±0.002242 test-auc:0.807387±0.006084 
[2010]  train-auc:0.839612±0.002235 test-auc:0.807390±0.006077 
[2011]  train-auc:0.839618±0.002238 test-auc:0.807383±0.006090 
[2012]  train-auc:0.839625±0.002241 test-auc:0.807383±0.006093 
[2013]  train-auc:0.839633±0.002239 test-auc:0.807378±0.006094 
[2014]  train-auc:0.839641±0.002235 test-auc:0.807391±0.006100 
[2015]  train-auc:0.839653±0.002237 test-auc:0.807406±0.006089 
[2016]  train-auc:0.839665±0.002241 test-auc:0.807408±0.006087 
[2017]  train-auc:0.839683±0.002236 test-auc:0.807422±0.006073 
[2018]  train-auc:0.839693±0.002234 test-auc:0.807414±0.006060 
[2019]  train-auc:0.839711±0.002229 test-auc:0.807409±0.006078 
[2020]  train-auc:0.839715±0.002228 test-auc:0.807416±0.006091 
[2021]  train-auc:0.839726±0.002229 test-auc:0.807422±0.006083 
[2022]  train-auc:0.839741±0.002219 test-auc:0.807437±0.006073 
[2023]  train-auc:0.839749±0.002218 test-auc:0.807431±0.006067 
[2024]  train-auc:0.839760±0.002217 test-auc:0.807437±0.006064 
[2025]  train-auc:0.839771±0.002213 test-auc:0.807440±0.006062 
[2026]  train-auc:0.839785±0.002210 test-auc:0.807439±0.006065 
[2027]  train-auc:0.839799±0.002217 test-auc:0.807454±0.006068 
[2028]  train-auc:0.839808±0.002217 test-auc:0.807453±0.006056 
[2029]  train-auc:0.839816±0.002219 test-auc:0.807446±0.006058 
[2030]  train-auc:0.839826±0.002222 test-auc:0.807456±0.006067 
[2031]  train-auc:0.839834±0.002222 test-auc:0.807451±0.006066 
[2032]  train-auc:0.839844±0.002223 test-auc:0.807453±0.006056 
[2033]  train-auc:0.839850±0.002218 test-auc:0.807463±0.006057 
[2034]  train-auc:0.839863±0.002222 test-auc:0.807453±0.006060 
[2035]  train-auc:0.839868±0.002223 test-auc:0.807446±0.006063 
[2036]  train-auc:0.839880±0.002223 test-auc:0.807462±0.006067 
[2037]  train-auc:0.839894±0.002213 test-auc:0.807465±0.006076 
[2038]  train-auc:0.839901±0.002213 test-auc:0.807467±0.006077 
[2039]  train-auc:0.839917±0.002204 test-auc:0.807467±0.006085 
[2040]  train-auc:0.839925±0.002203 test-auc:0.807469±0.006080 
[2041]  train-auc:0.839937±0.002202 test-auc:0.807464±0.006074 
[2042]  train-auc:0.839943±0.002204 test-auc:0.807468±0.006077 
[2043]  train-auc:0.839956±0.002206 test-auc:0.807484±0.006070 
[2044]  train-auc:0.839960±0.002206 test-auc:0.807486±0.006081 
[2045]  train-auc:0.839972±0.002200 test-auc:0.807484±0.006078 
[2046]  train-auc:0.839982±0.002202 test-auc:0.807489±0.006089 
[2047]  train-auc:0.839991±0.002207 test-auc:0.807489±0.006099 
[2048]  train-auc:0.839998±0.002209 test-auc:0.807488±0.006089 
[2049]  train-auc:0.840007±0.002212 test-auc:0.807493±0.006085 
[2050]  train-auc:0.840013±0.002213 test-auc:0.807497±0.006075 
[2051]  train-auc:0.840018±0.002215 test-auc:0.807487±0.006091 
[2052]  train-auc:0.840025±0.002218 test-auc:0.807492±0.006083 
[2053]  train-auc:0.840039±0.002214 test-auc:0.807512±0.006090 
[2054]  train-auc:0.840049±0.002217 test-auc:0.807516±0.006099 
[2055]  train-auc:0.840061±0.002217 test-auc:0.807510±0.006103 
[2056]  train-auc:0.840073±0.002223 test-auc:0.807509±0.006105 
[2057]  train-auc:0.840085±0.002228 test-auc:0.807509±0.006111 
[2058]  train-auc:0.840095±0.002231 test-auc:0.807517±0.006114 
[2059]  train-auc:0.840103±0.002236 test-auc:0.807514±0.006118 
[2060]  train-auc:0.840119±0.002243 test-auc:0.807509±0.006109 
[2061]  train-auc:0.840136±0.002241 test-auc:0.807517±0.006117 
[2062]  train-auc:0.840150±0.002247 test-auc:0.807518±0.006111 
[2063]  train-auc:0.840166±0.002249 test-auc:0.807510±0.006117 
[2064]  train-auc:0.840180±0.002249 test-auc:0.807523±0.006128 
[2065]  train-auc:0.840188±0.002255 test-auc:0.807529±0.006112 
[2066]  train-auc:0.840197±0.002249 test-auc:0.807521±0.006115 
[2067]  train-auc:0.840209±0.002252 test-auc:0.807508±0.006118 
[2068]  train-auc:0.840224±0.002256 test-auc:0.807513±0.006123 
[2069]  train-auc:0.840237±0.002261 test-auc:0.807521±0.006118 
[2070]  train-auc:0.840251±0.002267 test-auc:0.807527±0.006114 
[2071]  train-auc:0.840260±0.002270 test-auc:0.807525±0.006117 
[2072]  train-auc:0.840274±0.002262 test-auc:0.807521±0.006117 
[2073]  train-auc:0.840288±0.002261 test-auc:0.807532±0.006133 
[2074]  train-auc:0.840298±0.002265 test-auc:0.807537±0.006136 
[2075]  train-auc:0.840308±0.002266 test-auc:0.807541±0.006132 
[2076]  train-auc:0.840321±0.002274 test-auc:0.807546±0.006141 
[2077]  train-auc:0.840332±0.002275 test-auc:0.807544±0.006149 
[2078]  train-auc:0.840341±0.002280 test-auc:0.807539±0.006137 
[2079]  train-auc:0.840350±0.002278 test-auc:0.807550±0.006138 
[2080]  train-auc:0.840358±0.002281 test-auc:0.807541±0.006133 
[2081]  train-auc:0.840377±0.002274 test-auc:0.807549±0.006128 
[2082]  train-auc:0.840388±0.002272 test-auc:0.807561±0.006125 
[2083]  train-auc:0.840394±0.002275 test-auc:0.807557±0.006122 
[2084]  train-auc:0.840405±0.002277 test-auc:0.807562±0.006123 
[2085]  train-auc:0.840414±0.002277 test-auc:0.807569±0.006120 
[2086]  train-auc:0.840425±0.002278 test-auc:0.807582±0.006134 
[2087]  train-auc:0.840436±0.002281 test-auc:0.807574±0.006127 
[2088]  train-auc:0.840443±0.002277 test-auc:0.807567±0.006128 
[2089]  train-auc:0.840459±0.002264 test-auc:0.807563±0.006137 
[2090]  train-auc:0.840471±0.002264 test-auc:0.807577±0.006139 
[2091]  train-auc:0.840485±0.002259 test-auc:0.807578±0.006131 
[2092]  train-auc:0.840492±0.002259 test-auc:0.807577±0.006133 
[2093]  train-auc:0.840505±0.002253 test-auc:0.807587±0.006148 
[2094]  train-auc:0.840516±0.002259 test-auc:0.807592±0.006151 
[2095]  train-auc:0.840528±0.002259 test-auc:0.807605±0.006151 
[2096]  train-auc:0.840539±0.002263 test-auc:0.807603±0.006146 
[2097]  train-auc:0.840554±0.002264 test-auc:0.807606±0.006138 
[2098]  train-auc:0.840568±0.002263 test-auc:0.807621±0.006154 
[2099]  train-auc:0.840575±0.002259 test-auc:0.807616±0.006147 
[2100]  train-auc:0.840584±0.002257 test-auc:0.807617±0.006149 
[2101]  train-auc:0.840598±0.002252 test-auc:0.807630±0.006146 
[2102]  train-auc:0.840612±0.002257 test-auc:0.807638±0.006142 
[2103]  train-auc:0.840626±0.002255 test-auc:0.807641±0.006145 
[2104]  train-auc:0.840639±0.002263 test-auc:0.807644±0.006151 
[2105]  train-auc:0.840649±0.002264 test-auc:0.807637±0.006163 
[2106]  train-auc:0.840660±0.002252 test-auc:0.807634±0.006174 
[2107]  train-auc:0.840668±0.002252 test-auc:0.807643±0.006185 
[2108]  train-auc:0.840681±0.002260 test-auc:0.807656±0.006184 
[2109]  train-auc:0.840688±0.002257 test-auc:0.807653±0.006178 
[2110]  train-auc:0.840696±0.002258 test-auc:0.807655±0.006172 
[2111]  train-auc:0.840706±0.002257 test-auc:0.807663±0.006179 
[2112]  train-auc:0.840716±0.002260 test-auc:0.807665±0.006177 
[2113]  train-auc:0.840728±0.002265 test-auc:0.807674±0.006184 
[2114]  train-auc:0.840742±0.002269 test-auc:0.807674±0.006190 
[2115]  train-auc:0.840753±0.002276 test-auc:0.807671±0.006207 
[2116]  train-auc:0.840760±0.002275 test-auc:0.807667±0.006205 
[2117]  train-auc:0.840775±0.002274 test-auc:0.807672±0.006207 
[2118]  train-auc:0.840786±0.002268 test-auc:0.807671±0.006214 
[2119]  train-auc:0.840796±0.002270 test-auc:0.807677±0.006216 
[2120]  train-auc:0.840808±0.002267 test-auc:0.807680±0.006221 
[2121]  train-auc:0.840821±0.002274 test-auc:0.807681±0.006230 
[2122]  train-auc:0.840831±0.002272 test-auc:0.807678±0.006225 
[2123]  train-auc:0.840838±0.002275 test-auc:0.807677±0.006230 
[2124]  train-auc:0.840845±0.002265 test-auc:0.807683±0.006218 
[2125]  train-auc:0.840854±0.002268 test-auc:0.807687±0.006208 
[2126]  train-auc:0.840862±0.002268 test-auc:0.807685±0.006213 
[2127]  train-auc:0.840868±0.002269 test-auc:0.807689±0.006206 
[2128]  train-auc:0.840877±0.002264 test-auc:0.807687±0.006207 
[2129]  train-auc:0.840881±0.002267 test-auc:0.807690±0.006210 
[2130]  train-auc:0.840890±0.002267 test-auc:0.807692±0.006223 
[2131]  train-auc:0.840898±0.002268 test-auc:0.807694±0.006212 
[2132]  train-auc:0.840901±0.002267 test-auc:0.807691±0.006211 
[2133]  train-auc:0.840917±0.002270 test-auc:0.807700±0.006191 
[2134]  train-auc:0.840927±0.002275 test-auc:0.807704±0.006197 
[2135]  train-auc:0.840938±0.002278 test-auc:0.807714±0.006204 
[2136]  train-auc:0.840946±0.002277 test-auc:0.807715±0.006201 
[2137]  train-auc:0.840957±0.002277 test-auc:0.807727±0.006196 
[2138]  train-auc:0.840969±0.002279 test-auc:0.807720±0.006191 
[2139]  train-auc:0.840983±0.002273 test-auc:0.807728±0.006196 
[2140]  train-auc:0.840994±0.002275 test-auc:0.807731±0.006201 
[2141]  train-auc:0.841006±0.002272 test-auc:0.807742±0.006199 
[2142]  train-auc:0.841019±0.002276 test-auc:0.807741±0.006202 
[2143]  train-auc:0.841028±0.002272 test-auc:0.807747±0.006201 
[2144]  train-auc:0.841041±0.002268 test-auc:0.807748±0.006218 
[2145]  train-auc:0.841048±0.002268 test-auc:0.807750±0.006213 
[2146]  train-auc:0.841055±0.002271 test-auc:0.807764±0.006228 
[2147]  train-auc:0.841066±0.002268 test-auc:0.807762±0.006229 
[2148]  train-auc:0.841077±0.002270 test-auc:0.807767±0.006229 
[2149]  train-auc:0.841092±0.002269 test-auc:0.807778±0.006229 
[2150]  train-auc:0.841104±0.002267 test-auc:0.807782±0.006240 
[2151]  train-auc:0.841117±0.002263 test-auc:0.807783±0.006246 
[2152]  train-auc:0.841125±0.002265 test-auc:0.807792±0.006256 
[2153]  train-auc:0.841133±0.002262 test-auc:0.807791±0.006256 
[2154]  train-auc:0.841138±0.002262 test-auc:0.807798±0.006264 
[2155]  train-auc:0.841150±0.002259 test-auc:0.807792±0.006257 
[2156]  train-auc:0.841158±0.002263 test-auc:0.807790±0.006276 
[2157]  train-auc:0.841165±0.002262 test-auc:0.807787±0.006278 
[2158]  train-auc:0.841172±0.002261 test-auc:0.807788±0.006280 
[2159]  train-auc:0.841191±0.002263 test-auc:0.807796±0.006266 
[2160]  train-auc:0.841198±0.002264 test-auc:0.807803±0.006263 
[2161]  train-auc:0.841204±0.002263 test-auc:0.807798±0.006258 
[2162]  train-auc:0.841210±0.002268 test-auc:0.807799±0.006250 
[2163]  train-auc:0.841215±0.002268 test-auc:0.807801±0.006266 
[2164]  train-auc:0.841230±0.002270 test-auc:0.807794±0.006271 
[2165]  train-auc:0.841238±0.002274 test-auc:0.807799±0.006274 
[2166]  train-auc:0.841249±0.002273 test-auc:0.807791±0.006278 
[2167]  train-auc:0.841264±0.002273 test-auc:0.807799±0.006272 
[2168]  train-auc:0.841269±0.002274 test-auc:0.807805±0.006271 
[2169]  train-auc:0.841283±0.002280 test-auc:0.807817±0.006274 
[2170]  train-auc:0.841293±0.002285 test-auc:0.807831±0.006284 
[2171]  train-auc:0.841300±0.002286 test-auc:0.807818±0.006281 
[2172]  train-auc:0.841306±0.002289 test-auc:0.807815±0.006281 
[2173]  train-auc:0.841320±0.002287 test-auc:0.807812±0.006281 
[2174]  train-auc:0.841328±0.002290 test-auc:0.807817±0.006284 
[2175]  train-auc:0.841341±0.002295 test-auc:0.807818±0.006287 
[2176]  train-auc:0.841351±0.002294 test-auc:0.807825±0.006288 
[2177]  train-auc:0.841356±0.002295 test-auc:0.807822±0.006289 
[2178]  train-auc:0.841369±0.002301 test-auc:0.807827±0.006284 
[2179]  train-auc:0.841374±0.002301 test-auc:0.807830±0.006293 
[2180]  train-auc:0.841382±0.002293 test-auc:0.807838±0.006290 
[2181]  train-auc:0.841389±0.002295 test-auc:0.807833±0.006301 
[2182]  train-auc:0.841398±0.002291 test-auc:0.807833±0.006317 
[2183]  train-auc:0.841408±0.002292 test-auc:0.807840±0.006314 
[2184]  train-auc:0.841415±0.002292 test-auc:0.807832±0.006306 
[2185]  train-auc:0.841419±0.002291 test-auc:0.807831±0.006310 
[2186]  train-auc:0.841428±0.002291 test-auc:0.807832±0.006313 
[2187]  train-auc:0.841435±0.002285 test-auc:0.807840±0.006312 
[2188]  train-auc:0.841449±0.002282 test-auc:0.807841±0.006325 
[2189]  train-auc:0.841457±0.002282 test-auc:0.807844±0.006323 
[2190]  train-auc:0.841465±0.002274 test-auc:0.807852±0.006333 
[2191]  train-auc:0.841485±0.002268 test-auc:0.807842±0.006334 
[2192]  train-auc:0.841494±0.002266 test-auc:0.807843±0.006330 
[2193]  train-auc:0.841500±0.002264 test-auc:0.807844±0.006329 
[2194]  train-auc:0.841515±0.002262 test-auc:0.807854±0.006330 
[2195]  train-auc:0.841524±0.002264 test-auc:0.807856±0.006336 
[2196]  train-auc:0.841532±0.002264 test-auc:0.807848±0.006336 
[2197]  train-auc:0.841542±0.002260 test-auc:0.807861±0.006344 
[2198]  train-auc:0.841550±0.002265 test-auc:0.807862±0.006337 
[2199]  train-auc:0.841561±0.002265 test-auc:0.807869±0.006348 
[2200]  train-auc:0.841569±0.002267 test-auc:0.807866±0.006364 
[2201]  train-auc:0.841582±0.002266 test-auc:0.807871±0.006362 
[2202]  train-auc:0.841592±0.002270 test-auc:0.807873±0.006362 
[2203]  train-auc:0.841604±0.002267 test-auc:0.807878±0.006365 
[2204]  train-auc:0.841610±0.002269 test-auc:0.807878±0.006364 
[2205]  train-auc:0.841623±0.002265 test-auc:0.807884±0.006364 
[2206]  train-auc:0.841629±0.002265 test-auc:0.807878±0.006365 
[2207]  train-auc:0.841641±0.002268 test-auc:0.807888±0.006382 
[2208]  train-auc:0.841650±0.002269 test-auc:0.807898±0.006382 
[2209]  train-auc:0.841662±0.002273 test-auc:0.807889±0.006388 
[2210]  train-auc:0.841674±0.002273 test-auc:0.807884±0.006388 
[2211]  train-auc:0.841678±0.002272 test-auc:0.807885±0.006382 
[2212]  train-auc:0.841691±0.002278 test-auc:0.807878±0.006398 
[2213]  train-auc:0.841703±0.002264 test-auc:0.807889±0.006404 
[2214]  train-auc:0.841710±0.002268 test-auc:0.807885±0.006399 
[2215]  train-auc:0.841724±0.002264 test-auc:0.807897±0.006401 
[2216]  train-auc:0.841736±0.002266 test-auc:0.807898±0.006418 
[2217]  train-auc:0.841749±0.002267 test-auc:0.807903±0.006419 
[2218]  train-auc:0.841762±0.002273 test-auc:0.807897±0.006417 
[2219]  train-auc:0.841769±0.002273 test-auc:0.807906±0.006417 
[2220]  train-auc:0.841778±0.002275 test-auc:0.807910±0.006410 
[2221]  train-auc:0.841783±0.002277 test-auc:0.807907±0.006420 
[2222]  train-auc:0.841791±0.002272 test-auc:0.807913±0.006416 
[2223]  train-auc:0.841804±0.002276 test-auc:0.807915±0.006423 
[2224]  train-auc:0.841807±0.002277 test-auc:0.807916±0.006410 
[2225]  train-auc:0.841816±0.002274 test-auc:0.807912±0.006418 
[2226]  train-auc:0.841821±0.002275 test-auc:0.807913±0.006411 
[2227]  train-auc:0.841826±0.002274 test-auc:0.807912±0.006412 
[2228]  train-auc:0.841835±0.002276 test-auc:0.807916±0.006416 
[2229]  train-auc:0.841846±0.002280 test-auc:0.807913±0.006418 
[2230]  train-auc:0.841855±0.002285 test-auc:0.807909±0.006431 
[2231]  train-auc:0.841868±0.002283 test-auc:0.807914±0.006426 
[2232]  train-auc:0.841876±0.002282 test-auc:0.807914±0.006437 
[2233]  train-auc:0.841884±0.002280 test-auc:0.807919±0.006442 
[2234]  train-auc:0.841894±0.002280 test-auc:0.807912±0.006433 
[2235]  train-auc:0.841903±0.002281 test-auc:0.807919±0.006435 
[2236]  train-auc:0.841913±0.002278 test-auc:0.807925±0.006438 
[2237]  train-auc:0.841922±0.002279 test-auc:0.807925±0.006440 
[2238]  train-auc:0.841931±0.002275 test-auc:0.807930±0.006447 
[2239]  train-auc:0.841935±0.002275 test-auc:0.807925±0.006453 
[2240]  train-auc:0.841950±0.002278 test-auc:0.807933±0.006452 
[2241]  train-auc:0.841964±0.002282 test-auc:0.807928±0.006448 
[2242]  train-auc:0.841972±0.002283 test-auc:0.807933±0.006448 
[2243]  train-auc:0.841984±0.002281 test-auc:0.807941±0.006446 
[2244]  train-auc:0.841992±0.002281 test-auc:0.807936±0.006441 
[2245]  train-auc:0.841995±0.002279 test-auc:0.807937±0.006444 
[2246]  train-auc:0.842007±0.002275 test-auc:0.807950±0.006461 
[2247]  train-auc:0.842015±0.002276 test-auc:0.807950±0.006463 
[2248]  train-auc:0.842024±0.002276 test-auc:0.807950±0.006455 
[2249]  train-auc:0.842029±0.002277 test-auc:0.807943±0.006452 
[2250]  train-auc:0.842033±0.002277 test-auc:0.807948±0.006451 
[2251]  train-auc:0.842040±0.002274 test-auc:0.807953±0.006449 
[2252]  train-auc:0.842054±0.002277 test-auc:0.807949±0.006449 
[2253]  train-auc:0.842059±0.002279 test-auc:0.807962±0.006443 
[2254]  train-auc:0.842069±0.002276 test-auc:0.807966±0.006445 
[2255]  train-auc:0.842074±0.002276 test-auc:0.807978±0.006447 
[2256]  train-auc:0.842083±0.002276 test-auc:0.807978±0.006456 
[2257]  train-auc:0.842093±0.002281 test-auc:0.807975±0.006457 
[2258]  train-auc:0.842107±0.002284 test-auc:0.807982±0.006463 
[2259]  train-auc:0.842123±0.002282 test-auc:0.807989±0.006466 
[2260]  train-auc:0.842135±0.002287 test-auc:0.807996±0.006468 
[2261]  train-auc:0.842146±0.002287 test-auc:0.807999±0.006475 
[2262]  train-auc:0.842159±0.002291 test-auc:0.808002±0.006480 
[2263]  train-auc:0.842171±0.002298 test-auc:0.808003±0.006466 
[2264]  train-auc:0.842187±0.002294 test-auc:0.808009±0.006474 
[2265]  train-auc:0.842199±0.002296 test-auc:0.808008±0.006477 
[2266]  train-auc:0.842209±0.002298 test-auc:0.808013±0.006482 
[2267]  train-auc:0.842223±0.002300 test-auc:0.808016±0.006487 
[2268]  train-auc:0.842233±0.002300 test-auc:0.808030±0.006491 
[2269]  train-auc:0.842241±0.002299 test-auc:0.808036±0.006491 
[2270]  train-auc:0.842251±0.002304 test-auc:0.808041±0.006493 
[2271]  train-auc:0.842261±0.002306 test-auc:0.808043±0.006502 
[2272]  train-auc:0.842270±0.002311 test-auc:0.808053±0.006505 
[2273]  train-auc:0.842279±0.002314 test-auc:0.808052±0.006508 
[2274]  train-auc:0.842293±0.002312 test-auc:0.808042±0.006514 
[2275]  train-auc:0.842309±0.002312 test-auc:0.808038±0.006513 
[2276]  train-auc:0.842321±0.002319 test-auc:0.808048±0.006517 
[2277]  train-auc:0.842342±0.002323 test-auc:0.808058±0.006522 
[2278]  train-auc:0.842349±0.002326 test-auc:0.808061±0.006533 
[2279]  train-auc:0.842359±0.002327 test-auc:0.808065±0.006543 
[2280]  train-auc:0.842375±0.002328 test-auc:0.808072±0.006523 
[2281]  train-auc:0.842385±0.002334 test-auc:0.808067±0.006525 
[2282]  train-auc:0.842397±0.002333 test-auc:0.808068±0.006517 
[2283]  train-auc:0.842407±0.002334 test-auc:0.808083±0.006517 
[2284]  train-auc:0.842421±0.002337 test-auc:0.808088±0.006529 
[2285]  train-auc:0.842428±0.002341 test-auc:0.808087±0.006533 
[2286]  train-auc:0.842440±0.002341 test-auc:0.808096±0.006540 
[2287]  train-auc:0.842451±0.002342 test-auc:0.808095±0.006540 
[2288]  train-auc:0.842463±0.002348 test-auc:0.808103±0.006537 
[2289]  train-auc:0.842475±0.002347 test-auc:0.808097±0.006539 
[2290]  train-auc:0.842487±0.002353 test-auc:0.808097±0.006539 
[2291]  train-auc:0.842496±0.002356 test-auc:0.808105±0.006539 
[2292]  train-auc:0.842507±0.002355 test-auc:0.808105±0.006549 
[2293]  train-auc:0.842513±0.002359 test-auc:0.808107±0.006551 
[2294]  train-auc:0.842526±0.002361 test-auc:0.808109±0.006563 
[2295]  train-auc:0.842536±0.002361 test-auc:0.808116±0.006565 
[2296]  train-auc:0.842551±0.002359 test-auc:0.808127±0.006572 
[2297]  train-auc:0.842563±0.002363 test-auc:0.808131±0.006579 
[2298]  train-auc:0.842575±0.002361 test-auc:0.808133±0.006586 
[2299]  train-auc:0.842585±0.002366 test-auc:0.808124±0.006586 
[2300]  train-auc:0.842591±0.002370 test-auc:0.808126±0.006583 
[2301]  train-auc:0.842604±0.002368 test-auc:0.808144±0.006582 
[2302]  train-auc:0.842616±0.002368 test-auc:0.808153±0.006589 
[2303]  train-auc:0.842632±0.002369 test-auc:0.808155±0.006582 
[2304]  train-auc:0.842646±0.002367 test-auc:0.808166±0.006578 
[2305]  train-auc:0.842656±0.002361 test-auc:0.808177±0.006582 
[2306]  train-auc:0.842664±0.002364 test-auc:0.808168±0.006578 
[2307]  train-auc:0.842671±0.002357 test-auc:0.808164±0.006576 
[2308]  train-auc:0.842680±0.002360 test-auc:0.808166±0.006566 
[2309]  train-auc:0.842685±0.002356 test-auc:0.808163±0.006571 
[2310]  train-auc:0.842699±0.002351 test-auc:0.808169±0.006596 
[2311]  train-auc:0.842715±0.002348 test-auc:0.808167±0.006591 
[2312]  train-auc:0.842725±0.002355 test-auc:0.808162±0.006582 
[2313]  train-auc:0.842734±0.002354 test-auc:0.808168±0.006586 
[2314]  train-auc:0.842744±0.002358 test-auc:0.808174±0.006588 
[2315]  train-auc:0.842754±0.002364 test-auc:0.808173±0.006586 
[2316]  train-auc:0.842761±0.002362 test-auc:0.808162±0.006578 
[2317]  train-auc:0.842770±0.002366 test-auc:0.808161±0.006587 
[2318]  train-auc:0.842782±0.002366 test-auc:0.808162±0.006578 
[2319]  train-auc:0.842789±0.002363 test-auc:0.808163±0.006574 
[2320]  train-auc:0.842804±0.002363 test-auc:0.808179±0.006569 
[2321]  train-auc:0.842813±0.002361 test-auc:0.808190±0.006580 
[2322]  train-auc:0.842828±0.002359 test-auc:0.808183±0.006580 
[2323]  train-auc:0.842835±0.002361 test-auc:0.808187±0.006575 
[2324]  train-auc:0.842841±0.002361 test-auc:0.808185±0.006569 
[2325]  train-auc:0.842850±0.002362 test-auc:0.808184±0.006563 
[2326]  train-auc:0.842863±0.002362 test-auc:0.808191±0.006569 
[2327]  train-auc:0.842876±0.002364 test-auc:0.808192±0.006562 
[2328]  train-auc:0.842887±0.002373 test-auc:0.808192±0.006557 
[2329]  train-auc:0.842899±0.002376 test-auc:0.808206±0.006567 
[2330]  train-auc:0.842907±0.002381 test-auc:0.808214±0.006554 
[2331]  train-auc:0.842924±0.002374 test-auc:0.808220±0.006547 
[2332]  train-auc:0.842933±0.002373 test-auc:0.808225±0.006549 
[2333]  train-auc:0.842940±0.002369 test-auc:0.808230±0.006551 
[2334]  train-auc:0.842945±0.002368 test-auc:0.808234±0.006564 
[2335]  train-auc:0.842954±0.002372 test-auc:0.808240±0.006573 
[2336]  train-auc:0.842961±0.002370 test-auc:0.808242±0.006577 
[2337]  train-auc:0.842969±0.002368 test-auc:0.808251±0.006568 
[2338]  train-auc:0.842976±0.002366 test-auc:0.808250±0.006565 
[2339]  train-auc:0.842985±0.002364 test-auc:0.808260±0.006571 
[2340]  train-auc:0.842995±0.002357 test-auc:0.808258±0.006566 
[2341]  train-auc:0.843002±0.002355 test-auc:0.808254±0.006571 
[2342]  train-auc:0.843013±0.002350 test-auc:0.808262±0.006578 
[2343]  train-auc:0.843023±0.002341 test-auc:0.808270±0.006592 
[2344]  train-auc:0.843030±0.002340 test-auc:0.808274±0.006603 
[2345]  train-auc:0.843043±0.002347 test-auc:0.808284±0.006605 
[2346]  train-auc:0.843047±0.002347 test-auc:0.808285±0.006602 
[2347]  train-auc:0.843060±0.002349 test-auc:0.808288±0.006598 
[2348]  train-auc:0.843066±0.002348 test-auc:0.808289±0.006593 
[2349]  train-auc:0.843075±0.002349 test-auc:0.808294±0.006592 
[2350]  train-auc:0.843082±0.002351 test-auc:0.808302±0.006587 
[2351]  train-auc:0.843088±0.002348 test-auc:0.808294±0.006599 
[2352]  train-auc:0.843093±0.002347 test-auc:0.808302±0.006600 
[2353]  train-auc:0.843100±0.002343 test-auc:0.808302±0.006600 
[2354]  train-auc:0.843107±0.002341 test-auc:0.808304±0.006601 
[2355]  train-auc:0.843121±0.002329 test-auc:0.808305±0.006597 
[2356]  train-auc:0.843130±0.002332 test-auc:0.808313±0.006597 
[2357]  train-auc:0.843140±0.002337 test-auc:0.808321±0.006600 
[2358]  train-auc:0.843146±0.002338 test-auc:0.808316±0.006604 
[2359]  train-auc:0.843156±0.002342 test-auc:0.808321±0.006613 
[2360]  train-auc:0.843170±0.002341 test-auc:0.808325±0.006611 
[2361]  train-auc:0.843180±0.002341 test-auc:0.808319±0.006607 
[2362]  train-auc:0.843190±0.002338 test-auc:0.808320±0.006599 
[2363]  train-auc:0.843196±0.002337 test-auc:0.808321±0.006602 
[2364]  train-auc:0.843207±0.002337 test-auc:0.808323±0.006607 
[2365]  train-auc:0.843217±0.002337 test-auc:0.808325±0.006608 
[2366]  train-auc:0.843232±0.002327 test-auc:0.808342±0.006613 
[2367]  train-auc:0.843248±0.002326 test-auc:0.808340±0.006617 
[2368]  train-auc:0.843258±0.002325 test-auc:0.808339±0.006609 
[2369]  train-auc:0.843269±0.002318 test-auc:0.808343±0.006607 
[2370]  train-auc:0.843274±0.002314 test-auc:0.808337±0.006611 
[2371]  train-auc:0.843281±0.002309 test-auc:0.808336±0.006608 
[2372]  train-auc:0.843288±0.002307 test-auc:0.808339±0.006613 
[2373]  train-auc:0.843295±0.002303 test-auc:0.808345±0.006617 
[2374]  train-auc:0.843304±0.002299 test-auc:0.808358±0.006634 
[2375]  train-auc:0.843308±0.002298 test-auc:0.808360±0.006647 
[2376]  train-auc:0.843321±0.002301 test-auc:0.808360±0.006649 
[2377]  train-auc:0.843329±0.002293 test-auc:0.808355±0.006650 
[2378]  train-auc:0.843335±0.002294 test-auc:0.808355±0.006646 
[2379]  train-auc:0.843341±0.002296 test-auc:0.808363±0.006644 
[2380]  train-auc:0.843351±0.002295 test-auc:0.808374±0.006653 
[2381]  train-auc:0.843361±0.002293 test-auc:0.808374±0.006663 
[2382]  train-auc:0.843367±0.002291 test-auc:0.808385±0.006663 
[2383]  train-auc:0.843375±0.002294 test-auc:0.808387±0.006652 
[2384]  train-auc:0.843383±0.002297 test-auc:0.808382±0.006651 
[2385]  train-auc:0.843394±0.002291 test-auc:0.808388±0.006651 
[2386]  train-auc:0.843404±0.002291 test-auc:0.808390±0.006640 
[2387]  train-auc:0.843412±0.002286 test-auc:0.808388±0.006637 
[2388]  train-auc:0.843418±0.002286 test-auc:0.808387±0.006648 
[2389]  train-auc:0.843427±0.002281 test-auc:0.808389±0.006657 
[2390]  train-auc:0.843438±0.002279 test-auc:0.808391±0.006668 
[2391]  train-auc:0.843442±0.002281 test-auc:0.808385±0.006668 
[2392]  train-auc:0.843448±0.002277 test-auc:0.808395±0.006665 
[2393]  train-auc:0.843456±0.002272 test-auc:0.808395±0.006660 
[2394]  train-auc:0.843469±0.002269 test-auc:0.808407±0.006649 
[2395]  train-auc:0.843480±0.002273 test-auc:0.808417±0.006646 
[2396]  train-auc:0.843483±0.002275 test-auc:0.808418±0.006652 
[2397]  train-auc:0.843494±0.002271 test-auc:0.808416±0.006653 
[2398]  train-auc:0.843505±0.002265 test-auc:0.808425±0.006660 
[2399]  train-auc:0.843513±0.002262 test-auc:0.808430±0.006659 
[2400]  train-auc:0.843519±0.002264 test-auc:0.808424±0.006666 
[2401]  train-auc:0.843533±0.002251 test-auc:0.808430±0.006666 
[2402]  train-auc:0.843546±0.002249 test-auc:0.808444±0.006670 
[2403]  train-auc:0.843556±0.002255 test-auc:0.808442±0.006677 
[2404]  train-auc:0.843565±0.002253 test-auc:0.808442±0.006685 
[2405]  train-auc:0.843574±0.002246 test-auc:0.808451±0.006684 
[2406]  train-auc:0.843583±0.002243 test-auc:0.808466±0.006698 
[2407]  train-auc:0.843593±0.002239 test-auc:0.808447±0.006701 
[2408]  train-auc:0.843599±0.002238 test-auc:0.808450±0.006711 
[2409]  train-auc:0.843607±0.002235 test-auc:0.808446±0.006713 
[2410]  train-auc:0.843613±0.002238 test-auc:0.808443±0.006723 
[2411]  train-auc:0.843624±0.002231 test-auc:0.808442±0.006731 
[2412]  train-auc:0.843637±0.002227 test-auc:0.808452±0.006734 
[2413]  train-auc:0.843643±0.002227 test-auc:0.808460±0.006740 
[2414]  train-auc:0.843651±0.002232 test-auc:0.808468±0.006746 
[2415]  train-auc:0.843659±0.002233 test-auc:0.808469±0.006745 
[2416]  train-auc:0.843665±0.002235 test-auc:0.808462±0.006748 
[2417]  train-auc:0.843669±0.002236 test-auc:0.808467±0.006754 
[2418]  train-auc:0.843682±0.002233 test-auc:0.808479±0.006752 
[2419]  train-auc:0.843688±0.002233 test-auc:0.808483±0.006754 
[2420]  train-auc:0.843693±0.002232 test-auc:0.808481±0.006753 
[2421]  train-auc:0.843700±0.002236 test-auc:0.808478±0.006752 
[2422]  train-auc:0.843702±0.002237 test-auc:0.808479±0.006749 
[2423]  train-auc:0.843709±0.002236 test-auc:0.808479±0.006744 
[2424]  train-auc:0.843716±0.002238 test-auc:0.808476±0.006739 
[2425]  train-auc:0.843722±0.002238 test-auc:0.808471±0.006738 
[2426]  train-auc:0.843728±0.002240 test-auc:0.808475±0.006737 
[2427]  train-auc:0.843734±0.002240 test-auc:0.808481±0.006736 
[2428]  train-auc:0.843741±0.002242 test-auc:0.808487±0.006743 
[2429]  train-auc:0.843755±0.002235 test-auc:0.808488±0.006744 
[2430]  train-auc:0.843761±0.002232 test-auc:0.808481±0.006747 
[2431]  train-auc:0.843770±0.002235 test-auc:0.808480±0.006759 
[2432]  train-auc:0.843779±0.002228 test-auc:0.808489±0.006772 
[2433]  train-auc:0.843790±0.002223 test-auc:0.808493±0.006775 
[2434]  train-auc:0.843798±0.002216 test-auc:0.808494±0.006771 
[2435]  train-auc:0.843814±0.002212 test-auc:0.808499±0.006760 
[2436]  train-auc:0.843823±0.002214 test-auc:0.808509±0.006770 
[2437]  train-auc:0.843829±0.002214 test-auc:0.808504±0.006762 
[2438]  train-auc:0.843842±0.002209 test-auc:0.808515±0.006768 
[2439]  train-auc:0.843852±0.002211 test-auc:0.808511±0.006768 
[2440]  train-auc:0.843865±0.002210 test-auc:0.808509±0.006767 
[2441]  train-auc:0.843876±0.002206 test-auc:0.808513±0.006772 
[2442]  train-auc:0.843883±0.002204 test-auc:0.808521±0.006772 
[2443]  train-auc:0.843891±0.002201 test-auc:0.808523±0.006774 
[2444]  train-auc:0.843899±0.002194 test-auc:0.808525±0.006772 
[2445]  train-auc:0.843910±0.002189 test-auc:0.808523±0.006773 
[2446]  train-auc:0.843917±0.002192 test-auc:0.808530±0.006783 
[2447]  train-auc:0.843924±0.002192 test-auc:0.808534±0.006786 
[2448]  train-auc:0.843932±0.002190 test-auc:0.808535±0.006790 
[2449]  train-auc:0.843945±0.002182 test-auc:0.808527±0.006791 
[2450]  train-auc:0.843953±0.002177 test-auc:0.808522±0.006790 
[2451]  train-auc:0.843966±0.002171 test-auc:0.808530±0.006793 
[2452]  train-auc:0.843978±0.002165 test-auc:0.808526±0.006787 
[2453]  train-auc:0.843984±0.002166 test-auc:0.808527±0.006789 
[2454]  train-auc:0.843992±0.002165 test-auc:0.808539±0.006794 
[2455]  train-auc:0.844003±0.002162 test-auc:0.808541±0.006787 
[2456]  train-auc:0.844014±0.002157 test-auc:0.808540±0.006777 
[2457]  train-auc:0.844024±0.002155 test-auc:0.808538±0.006770 
[2458]  train-auc:0.844037±0.002152 test-auc:0.808549±0.006776 
[2459]  train-auc:0.844046±0.002149 test-auc:0.808552±0.006775 
[2460]  train-auc:0.844056±0.002145 test-auc:0.808562±0.006773 
[2461]  train-auc:0.844066±0.002140 test-auc:0.808566±0.006774 
[2462]  train-auc:0.844077±0.002138 test-auc:0.808563±0.006762 
[2463]  train-auc:0.844085±0.002132 test-auc:0.808565±0.006770 
[2464]  train-auc:0.844094±0.002129 test-auc:0.808561±0.006769 
[2465]  train-auc:0.844101±0.002128 test-auc:0.808568±0.006772 
[2466]  train-auc:0.844111±0.002124 test-auc:0.808572±0.006781 
[2467]  train-auc:0.844122±0.002119 test-auc:0.808570±0.006778 
[2468]  train-auc:0.844126±0.002121 test-auc:0.808583±0.006786 
[2469]  train-auc:0.844137±0.002117 test-auc:0.808580±0.006777 
[2470]  train-auc:0.844149±0.002112 test-auc:0.808587±0.006780 
[2471]  train-auc:0.844160±0.002108 test-auc:0.808595±0.006779 
[2472]  train-auc:0.844169±0.002105 test-auc:0.808602±0.006776 
[2473]  train-auc:0.844182±0.002100 test-auc:0.808613±0.006770 
[2474]  train-auc:0.844194±0.002101 test-auc:0.808618±0.006768 
[2475]  train-auc:0.844201±0.002099 test-auc:0.808623±0.006763 
[2476]  train-auc:0.844215±0.002097 test-auc:0.808624±0.006774 
[2477]  train-auc:0.844219±0.002091 test-auc:0.808630±0.006773 
[2478]  train-auc:0.844223±0.002086 test-auc:0.808622±0.006767 
[2479]  train-auc:0.844229±0.002085 test-auc:0.808635±0.006778 
[2480]  train-auc:0.844236±0.002084 test-auc:0.808631±0.006765 
[2481]  train-auc:0.844246±0.002077 test-auc:0.808623±0.006761 
[2482]  train-auc:0.844258±0.002076 test-auc:0.808632±0.006763 
[2483]  train-auc:0.844266±0.002074 test-auc:0.808638±0.006763 
[2484]  train-auc:0.844278±0.002067 test-auc:0.808642±0.006766 
[2485]  train-auc:0.844287±0.002067 test-auc:0.808633±0.006774 
[2486]  train-auc:0.844298±0.002064 test-auc:0.808637±0.006780 
[2487]  train-auc:0.844302±0.002061 test-auc:0.808645±0.006779 
[2488]  train-auc:0.844315±0.002062 test-auc:0.808649±0.006781 
[2489]  train-auc:0.844324±0.002063 test-auc:0.808657±0.006782 
[2490]  train-auc:0.844336±0.002060 test-auc:0.808669±0.006793 
[2491]  train-auc:0.844346±0.002051 test-auc:0.808662±0.006783 
[2492]  train-auc:0.844361±0.002043 test-auc:0.808673±0.006782 
[2493]  train-auc:0.844369±0.002038 test-auc:0.808661±0.006767 
[2494]  train-auc:0.844377±0.002040 test-auc:0.808658±0.006763 
[2495]  train-auc:0.844383±0.002040 test-auc:0.808659±0.006779 
[2496]  train-auc:0.844392±0.002037 test-auc:0.808665±0.006787 
[2497]  train-auc:0.844401±0.002037 test-auc:0.808667±0.006780 
[2498]  train-auc:0.844405±0.002033 test-auc:0.808673±0.006777 
[2499]  train-auc:0.844420±0.002030 test-auc:0.808679±0.006769 
[2500]  train-auc:0.844427±0.002028 test-auc:0.808691±0.006780 
[2501]  train-auc:0.844436±0.002033 test-auc:0.808702±0.006786 
[2502]  train-auc:0.844448±0.002032 test-auc:0.808713±0.006784 
[2503]  train-auc:0.844453±0.002035 test-auc:0.808711±0.006790 
[2504]  train-auc:0.844464±0.002027 test-auc:0.808711±0.006799 
[2505]  train-auc:0.844471±0.002029 test-auc:0.808719±0.006795 
[2506]  train-auc:0.844478±0.002022 test-auc:0.808729±0.006800 
[2507]  train-auc:0.844487±0.002020 test-auc:0.808733±0.006810 
[2508]  train-auc:0.844498±0.002021 test-auc:0.808738±0.006807 
[2509]  train-auc:0.844507±0.002019 test-auc:0.808746±0.006802 
[2510]  train-auc:0.844518±0.002021 test-auc:0.808748±0.006815 
[2511]  train-auc:0.844528±0.002023 test-auc:0.808752±0.006822 
[2512]  train-auc:0.844533±0.002019 test-auc:0.808761±0.006815 
[2513]  train-auc:0.844543±0.002021 test-auc:0.808760±0.006812 
[2514]  train-auc:0.844552±0.002020 test-auc:0.808759±0.006810 
[2515]  train-auc:0.844561±0.002020 test-auc:0.808756±0.006820 
[2516]  train-auc:0.844571±0.002021 test-auc:0.808764±0.006817 
[2517]  train-auc:0.844583±0.002017 test-auc:0.808770±0.006820 
[2518]  train-auc:0.844592±0.002017 test-auc:0.808775±0.006811 
[2519]  train-auc:0.844601±0.002016 test-auc:0.808776±0.006811 
[2520]  train-auc:0.844610±0.002010 test-auc:0.808772±0.006806 
[2521]  train-auc:0.844620±0.002006 test-auc:0.808766±0.006797 
[2522]  train-auc:0.844632±0.002005 test-auc:0.808777±0.006805 
[2523]  train-auc:0.844641±0.002007 test-auc:0.808778±0.006818 
[2524]  train-auc:0.844649±0.002003 test-auc:0.808789±0.006811 
[2525]  train-auc:0.844657±0.002001 test-auc:0.808790±0.006811 
[2526]  train-auc:0.844665±0.002001 test-auc:0.808789±0.006818 
[2527]  train-auc:0.844674±0.002004 test-auc:0.808794±0.006818 
[2528]  train-auc:0.844683±0.001999 test-auc:0.808796±0.006806 
[2529]  train-auc:0.844690±0.002001 test-auc:0.808805±0.006810 
[2530]  train-auc:0.844696±0.001999 test-auc:0.808806±0.006813 
[2531]  train-auc:0.844706±0.002004 test-auc:0.808811±0.006823 
[2532]  train-auc:0.844713±0.002000 test-auc:0.808804±0.006822 
[2533]  train-auc:0.844719±0.002002 test-auc:0.808805±0.006829 
[2534]  train-auc:0.844731±0.002003 test-auc:0.808799±0.006818 
[2535]  train-auc:0.844737±0.002001 test-auc:0.808813±0.006823 
[2536]  train-auc:0.844749±0.002001 test-auc:0.808823±0.006824 
[2537]  train-auc:0.844757±0.001996 test-auc:0.808828±0.006830 
[2538]  train-auc:0.844766±0.001998 test-auc:0.808818±0.006828 
[2539]  train-auc:0.844773±0.001998 test-auc:0.808827±0.006831 
[2540]  train-auc:0.844780±0.001995 test-auc:0.808824±0.006837 
[2541]  train-auc:0.844786±0.001993 test-auc:0.808822±0.006843 
[2542]  train-auc:0.844793±0.001989 test-auc:0.808839±0.006827 
[2543]  train-auc:0.844795±0.001988 test-auc:0.808841±0.006837 
[2544]  train-auc:0.844802±0.001986 test-auc:0.808842±0.006845 
[2545]  train-auc:0.844811±0.001985 test-auc:0.808846±0.006845 
[2546]  train-auc:0.844825±0.001979 test-auc:0.808846±0.006844 
[2547]  train-auc:0.844833±0.001981 test-auc:0.808839±0.006842 
[2548]  train-auc:0.844841±0.001976 test-auc:0.808850±0.006852 
[2549]  train-auc:0.844851±0.001973 test-auc:0.808854±0.006851 
[2550]  train-auc:0.844862±0.001978 test-auc:0.808866±0.006845 
[2551]  train-auc:0.844874±0.001978 test-auc:0.808867±0.006852 
[2552]  train-auc:0.844883±0.001979 test-auc:0.808874±0.006857 
[2553]  train-auc:0.844891±0.001977 test-auc:0.808874±0.006856 
[2554]  train-auc:0.844897±0.001975 test-auc:0.808873±0.006859 
[2555]  train-auc:0.844907±0.001976 test-auc:0.808880±0.006852 
[2556]  train-auc:0.844914±0.001973 test-auc:0.808884±0.006846 
[2557]  train-auc:0.844922±0.001972 test-auc:0.808880±0.006856 
[2558]  train-auc:0.844934±0.001971 test-auc:0.808892±0.006856 
[2559]  train-auc:0.844940±0.001972 test-auc:0.808901±0.006862 
[2560]  train-auc:0.844949±0.001968 test-auc:0.808907±0.006871 
[2561]  train-auc:0.844961±0.001966 test-auc:0.808907±0.006867 
[2562]  train-auc:0.844967±0.001966 test-auc:0.808910±0.006870 
[2563]  train-auc:0.844981±0.001962 test-auc:0.808919±0.006880 
[2564]  train-auc:0.844987±0.001961 test-auc:0.808926±0.006889 
[2565]  train-auc:0.844995±0.001958 test-auc:0.808926±0.006884 
[2566]  train-auc:0.845003±0.001955 test-auc:0.808930±0.006888 
[2567]  train-auc:0.845013±0.001947 test-auc:0.808932±0.006881 
[2568]  train-auc:0.845021±0.001942 test-auc:0.808938±0.006877 
[2569]  train-auc:0.845033±0.001942 test-auc:0.808933±0.006877 
[2570]  train-auc:0.845040±0.001940 test-auc:0.808930±0.006884 
[2571]  train-auc:0.845047±0.001940 test-auc:0.808945±0.006889 
[2572]  train-auc:0.845053±0.001936 test-auc:0.808958±0.006900 
[2573]  train-auc:0.845061±0.001934 test-auc:0.808957±0.006897 
[2574]  train-auc:0.845074±0.001924 test-auc:0.808953±0.006894 
[2575]  train-auc:0.845085±0.001922 test-auc:0.808950±0.006906 
[2576]  train-auc:0.845095±0.001921 test-auc:0.808952±0.006902 
[2577]  train-auc:0.845103±0.001919 test-auc:0.808953±0.006903 
[2578]  train-auc:0.845107±0.001919 test-auc:0.808958±0.006911 
[2579]  train-auc:0.845117±0.001912 test-auc:0.808956±0.006904 
[2580]  train-auc:0.845124±0.001912 test-auc:0.808947±0.006905 
[2581]  train-auc:0.845136±0.001905 test-auc:0.808942±0.006903 
[2582]  train-auc:0.845148±0.001899 test-auc:0.808938±0.006888 
[2583]  train-auc:0.845156±0.001897 test-auc:0.808942±0.006897 
[2584]  train-auc:0.845163±0.001894 test-auc:0.808948±0.006904 
[2585]  train-auc:0.845170±0.001890 test-auc:0.808946±0.006901 
[2586]  train-auc:0.845180±0.001886 test-auc:0.808953±0.006897 
[2587]  train-auc:0.845183±0.001883 test-auc:0.808954±0.006901 
[2588]  train-auc:0.845189±0.001886 test-auc:0.808954±0.006903 
[2589]  train-auc:0.845198±0.001883 test-auc:0.808952±0.006907 
[2590]  train-auc:0.845211±0.001880 test-auc:0.808958±0.006902 
[2591]  train-auc:0.845217±0.001878 test-auc:0.808961±0.006906 
[2592]  train-auc:0.845226±0.001873 test-auc:0.808957±0.006904 
[2593]  train-auc:0.845234±0.001872 test-auc:0.808961±0.006896 
[2594]  train-auc:0.845248±0.001866 test-auc:0.808958±0.006901 
[2595]  train-auc:0.845255±0.001866 test-auc:0.808960±0.006907 
[2596]  train-auc:0.845260±0.001863 test-auc:0.808968±0.006911 
[2597]  train-auc:0.845270±0.001863 test-auc:0.808969±0.006922 
[2598]  train-auc:0.845276±0.001860 test-auc:0.808965±0.006923 
[2599]  train-auc:0.845291±0.001860 test-auc:0.808959±0.006914 
[2600]  train-auc:0.845299±0.001857 test-auc:0.808970±0.006917 
[2601]  train-auc:0.845305±0.001856 test-auc:0.808977±0.006921 
[2602]  train-auc:0.845312±0.001855 test-auc:0.808981±0.006929 
[2603]  train-auc:0.845322±0.001849 test-auc:0.808993±0.006933 
[2604]  train-auc:0.845327±0.001849 test-auc:0.808994±0.006940 
[2605]  train-auc:0.845332±0.001846 test-auc:0.808988±0.006931 
[2606]  train-auc:0.845342±0.001846 test-auc:0.808999±0.006936 
[2607]  train-auc:0.845356±0.001849 test-auc:0.808995±0.006943 
[2608]  train-auc:0.845368±0.001849 test-auc:0.809002±0.006946 
[2609]  train-auc:0.845381±0.001846 test-auc:0.809011±0.006941 
[2610]  train-auc:0.845387±0.001843 test-auc:0.809024±0.006943 
[2611]  train-auc:0.845399±0.001846 test-auc:0.809023±0.006933 
[2612]  train-auc:0.845405±0.001845 test-auc:0.809021±0.006933 
[2613]  train-auc:0.845420±0.001844 test-auc:0.809027±0.006930 
[2614]  train-auc:0.845429±0.001844 test-auc:0.809032±0.006939 
[2615]  train-auc:0.845441±0.001844 test-auc:0.809026±0.006960 
[2616]  train-auc:0.845451±0.001848 test-auc:0.809022±0.006960 
[2617]  train-auc:0.845462±0.001851 test-auc:0.809031±0.006968 
[2618]  train-auc:0.845470±0.001852 test-auc:0.809038±0.006964 
[2619]  train-auc:0.845478±0.001850 test-auc:0.809033±0.006964 
[2620]  train-auc:0.845484±0.001848 test-auc:0.809040±0.006968 
[2621]  train-auc:0.845496±0.001848 test-auc:0.809044±0.006963 
[2622]  train-auc:0.845510±0.001850 test-auc:0.809046±0.006968 
[2623]  train-auc:0.845517±0.001851 test-auc:0.809055±0.006976 
[2624]  train-auc:0.845529±0.001851 test-auc:0.809056±0.006977 
[2625]  train-auc:0.845539±0.001852 test-auc:0.809055±0.006972 
[2626]  train-auc:0.845550±0.001849 test-auc:0.809059±0.006988 
[2627]  train-auc:0.845558±0.001851 test-auc:0.809059±0.006993 
[2628]  train-auc:0.845564±0.001848 test-auc:0.809064±0.006999 
[2629]  train-auc:0.845574±0.001851 test-auc:0.809067±0.007008 
[2630]  train-auc:0.845584±0.001850 test-auc:0.809079±0.007025 
[2631]  train-auc:0.845592±0.001851 test-auc:0.809078±0.007025 
[2632]  train-auc:0.845600±0.001852 test-auc:0.809080±0.007029 
[2633]  train-auc:0.845606±0.001852 test-auc:0.809089±0.007041 
[2634]  train-auc:0.845614±0.001847 test-auc:0.809093±0.007039 
[2635]  train-auc:0.845628±0.001842 test-auc:0.809092±0.007050 
[2636]  train-auc:0.845641±0.001842 test-auc:0.809087±0.007045 
[2637]  train-auc:0.845648±0.001841 test-auc:0.809091±0.007040 
[2638]  train-auc:0.845660±0.001839 test-auc:0.809092±0.007046 
[2639]  train-auc:0.845666±0.001839 test-auc:0.809087±0.007051 
[2640]  train-auc:0.845671±0.001837 test-auc:0.809089±0.007048 
[2641]  train-auc:0.845681±0.001841 test-auc:0.809090±0.007041 
[2642]  train-auc:0.845692±0.001841 test-auc:0.809097±0.007047 
[2643]  train-auc:0.845699±0.001842 test-auc:0.809096±0.007047 
[2644]  train-auc:0.845705±0.001838 test-auc:0.809095±0.007051 
[2645]  train-auc:0.845717±0.001833 test-auc:0.809086±0.007058 
[2646]  train-auc:0.845724±0.001831 test-auc:0.809089±0.007061 
[2647]  train-auc:0.845730±0.001826 test-auc:0.809090±0.007059 
[2648]  train-auc:0.845742±0.001823 test-auc:0.809092±0.007062 
[2649]  train-auc:0.845746±0.001821 test-auc:0.809096±0.007067 
[2650]  train-auc:0.845751±0.001821 test-auc:0.809101±0.007072 
[2651]  train-auc:0.845761±0.001822 test-auc:0.809110±0.007080 
[2652]  train-auc:0.845767±0.001825 test-auc:0.809103±0.007078 
[2653]  train-auc:0.845776±0.001828 test-auc:0.809104±0.007078 
[2654]  train-auc:0.845786±0.001830 test-auc:0.809101±0.007074 
[2655]  train-auc:0.845796±0.001832 test-auc:0.809102±0.007085 
[2656]  train-auc:0.845804±0.001832 test-auc:0.809103±0.007082 
[2657]  train-auc:0.845814±0.001837 test-auc:0.809116±0.007068 
[2658]  train-auc:0.845824±0.001837 test-auc:0.809127±0.007075 
[2659]  train-auc:0.845833±0.001837 test-auc:0.809124±0.007081 
[2660]  train-auc:0.845845±0.001835 test-auc:0.809131±0.007089 
[2661]  train-auc:0.845853±0.001837 test-auc:0.809134±0.007088 
[2662]  train-auc:0.845861±0.001833 test-auc:0.809138±0.007099 
[2663]  train-auc:0.845868±0.001832 test-auc:0.809147±0.007106 
[2664]  train-auc:0.845880±0.001832 test-auc:0.809140±0.007106 
[2665]  train-auc:0.845890±0.001835 test-auc:0.809139±0.007106 
[2666]  train-auc:0.845898±0.001835 test-auc:0.809139±0.007112 
[2667]  train-auc:0.845907±0.001834 test-auc:0.809137±0.007123 
[2668]  train-auc:0.845917±0.001829 test-auc:0.809146±0.007130 
[2669]  train-auc:0.845926±0.001831 test-auc:0.809149±0.007130 
[2670]  train-auc:0.845938±0.001829 test-auc:0.809162±0.007135 
[2671]  train-auc:0.845947±0.001830 test-auc:0.809164±0.007141 
[2672]  train-auc:0.845958±0.001829 test-auc:0.809174±0.007149 
[2673]  train-auc:0.845970±0.001828 test-auc:0.809177±0.007147 
[2674]  train-auc:0.845982±0.001825 test-auc:0.809186±0.007145 
[2675]  train-auc:0.845993±0.001825 test-auc:0.809192±0.007152 
[2676]  train-auc:0.846005±0.001825 test-auc:0.809192±0.007146 
[2677]  train-auc:0.846014±0.001825 test-auc:0.809192±0.007153 
[2678]  train-auc:0.846022±0.001824 test-auc:0.809204±0.007160 
[2679]  train-auc:0.846036±0.001827 test-auc:0.809204±0.007160 
[2680]  train-auc:0.846043±0.001825 test-auc:0.809209±0.007167 
[2681]  train-auc:0.846050±0.001822 test-auc:0.809210±0.007162 
[2682]  train-auc:0.846057±0.001821 test-auc:0.809213±0.007158 
[2683]  train-auc:0.846066±0.001820 test-auc:0.809218±0.007162 
[2684]  train-auc:0.846079±0.001821 test-auc:0.809221±0.007163 
[2685]  train-auc:0.846087±0.001819 test-auc:0.809229±0.007169 
[2686]  train-auc:0.846099±0.001817 test-auc:0.809235±0.007175 
[2687]  train-auc:0.846107±0.001816 test-auc:0.809230±0.007179 
[2688]  train-auc:0.846115±0.001817 test-auc:0.809226±0.007186 
[2689]  train-auc:0.846124±0.001818 test-auc:0.809227±0.007181 
[2690]  train-auc:0.846134±0.001818 test-auc:0.809228±0.007187 
[2691]  train-auc:0.846147±0.001824 test-auc:0.809241±0.007189 
[2692]  train-auc:0.846158±0.001825 test-auc:0.809258±0.007200 
[2693]  train-auc:0.846169±0.001827 test-auc:0.809264±0.007203 
[2694]  train-auc:0.846179±0.001829 test-auc:0.809263±0.007205 
[2695]  train-auc:0.846191±0.001836 test-auc:0.809266±0.007198 
[2696]  train-auc:0.846200±0.001835 test-auc:0.809272±0.007203 
[2697]  train-auc:0.846209±0.001839 test-auc:0.809272±0.007209 
[2698]  train-auc:0.846215±0.001836 test-auc:0.809283±0.007212 
[2699]  train-auc:0.846230±0.001838 test-auc:0.809278±0.007212 
[2700]  train-auc:0.846241±0.001839 test-auc:0.809278±0.007212 
[2701]  train-auc:0.846250±0.001840 test-auc:0.809289±0.007204 
[2702]  train-auc:0.846263±0.001845 test-auc:0.809300±0.007204 
[2703]  train-auc:0.846273±0.001846 test-auc:0.809299±0.007209 
[2704]  train-auc:0.846278±0.001847 test-auc:0.809299±0.007208 
[2705]  train-auc:0.846290±0.001849 test-auc:0.809304±0.007210 
[2706]  train-auc:0.846293±0.001846 test-auc:0.809300±0.007215 
[2707]  train-auc:0.846306±0.001845 test-auc:0.809301±0.007211 
[2708]  train-auc:0.846315±0.001846 test-auc:0.809295±0.007205 
[2709]  train-auc:0.846326±0.001852 test-auc:0.809300±0.007201 
[2710]  train-auc:0.846339±0.001852 test-auc:0.809303±0.007194 
[2711]  train-auc:0.846353±0.001860 test-auc:0.809323±0.007204 
[2712]  train-auc:0.846364±0.001864 test-auc:0.809333±0.007223 
[2713]  train-auc:0.846375±0.001870 test-auc:0.809348±0.007227 
[2714]  train-auc:0.846393±0.001873 test-auc:0.809343±0.007217 
[2715]  train-auc:0.846400±0.001872 test-auc:0.809345±0.007220 
[2716]  train-auc:0.846409±0.001873 test-auc:0.809352±0.007221 
[2717]  train-auc:0.846423±0.001879 test-auc:0.809351±0.007226 
[2718]  train-auc:0.846431±0.001878 test-auc:0.809355±0.007221 
[2719]  train-auc:0.846439±0.001873 test-auc:0.809369±0.007222 
[2720]  train-auc:0.846450±0.001876 test-auc:0.809374±0.007215 
[2721]  train-auc:0.846460±0.001878 test-auc:0.809379±0.007214 
[2722]  train-auc:0.846470±0.001883 test-auc:0.809387±0.007215 
[2723]  train-auc:0.846481±0.001885 test-auc:0.809395±0.007205 
[2724]  train-auc:0.846492±0.001885 test-auc:0.809400±0.007213 
[2725]  train-auc:0.846505±0.001892 test-auc:0.809402±0.007223 
[2726]  train-auc:0.846517±0.001900 test-auc:0.809409±0.007229 
[2727]  train-auc:0.846527±0.001902 test-auc:0.809412±0.007233 
[2728]  train-auc:0.846537±0.001899 test-auc:0.809409±0.007227 
[2729]  train-auc:0.846542±0.001901 test-auc:0.809413±0.007221 
[2730]  train-auc:0.846552±0.001905 test-auc:0.809417±0.007231 
[2731]  train-auc:0.846563±0.001902 test-auc:0.809420±0.007224 
[2732]  train-auc:0.846576±0.001901 test-auc:0.809428±0.007232 
[2733]  train-auc:0.846583±0.001899 test-auc:0.809423±0.007231 
[2734]  train-auc:0.846587±0.001896 test-auc:0.809422±0.007236 
[2735]  train-auc:0.846599±0.001899 test-auc:0.809428±0.007229 
[2736]  train-auc:0.846604±0.001898 test-auc:0.809430±0.007225 
[2737]  train-auc:0.846614±0.001905 test-auc:0.809434±0.007232 
[2738]  train-auc:0.846624±0.001901 test-auc:0.809437±0.007241 
[2739]  train-auc:0.846637±0.001907 test-auc:0.809439±0.007240 
[2740]  train-auc:0.846644±0.001908 test-auc:0.809438±0.007236 
[2741]  train-auc:0.846652±0.001904 test-auc:0.809437±0.007227 
[2742]  train-auc:0.846660±0.001902 test-auc:0.809436±0.007227 
[2743]  train-auc:0.846666±0.001899 test-auc:0.809442±0.007230 
[2744]  train-auc:0.846673±0.001897 test-auc:0.809444±0.007235 
[2745]  train-auc:0.846678±0.001896 test-auc:0.809441±0.007240 
[2746]  train-auc:0.846687±0.001899 test-auc:0.809435±0.007248 
[2747]  train-auc:0.846694±0.001897 test-auc:0.809437±0.007242 
[2748]  train-auc:0.846702±0.001897 test-auc:0.809440±0.007238 
[2749]  train-auc:0.846709±0.001896 test-auc:0.809441±0.007228 
[2750]  train-auc:0.846720±0.001893 test-auc:0.809439±0.007226 
[2751]  train-auc:0.846727±0.001894 test-auc:0.809441±0.007229 
[2752]  train-auc:0.846734±0.001891 test-auc:0.809440±0.007238 
[2753]  train-auc:0.846742±0.001887 test-auc:0.809438±0.007234 
[2754]  train-auc:0.846748±0.001886 test-auc:0.809441±0.007235 
[2755]  train-auc:0.846755±0.001889 test-auc:0.809434±0.007245 
[2756]  train-auc:0.846761±0.001887 test-auc:0.809431±0.007246 
[2757]  train-auc:0.846769±0.001888 test-auc:0.809438±0.007254 
[2758]  train-auc:0.846776±0.001888 test-auc:0.809441±0.007249 
[2759]  train-auc:0.846787±0.001886 test-auc:0.809445±0.007239 
[2760]  train-auc:0.846797±0.001883 test-auc:0.809447±0.007245 
[2761]  train-auc:0.846809±0.001883 test-auc:0.809457±0.007228 
[2762]  train-auc:0.846814±0.001884 test-auc:0.809463±0.007238 
[2763]  train-auc:0.846819±0.001883 test-auc:0.809461±0.007240 
[2764]  train-auc:0.846827±0.001878 test-auc:0.809468±0.007242 
[2765]  train-auc:0.846834±0.001875 test-auc:0.809473±0.007235 
[2766]  train-auc:0.846842±0.001873 test-auc:0.809467±0.007241 
[2767]  train-auc:0.846852±0.001872 test-auc:0.809469±0.007239 
[2768]  train-auc:0.846857±0.001870 test-auc:0.809474±0.007231 
[2769]  train-auc:0.846865±0.001867 test-auc:0.809480±0.007222 
[2770]  train-auc:0.846871±0.001867 test-auc:0.809486±0.007228 
[2771]  train-auc:0.846880±0.001865 test-auc:0.809492±0.007232 
[2772]  train-auc:0.846892±0.001866 test-auc:0.809496±0.007225 
[2773]  train-auc:0.846901±0.001864 test-auc:0.809492±0.007228 
[2774]  train-auc:0.846908±0.001864 test-auc:0.809497±0.007225 
[2775]  train-auc:0.846919±0.001855 test-auc:0.809504±0.007223 
[2776]  train-auc:0.846928±0.001854 test-auc:0.809502±0.007228 
[2777]  train-auc:0.846936±0.001855 test-auc:0.809509±0.007229 
[2778]  train-auc:0.846950±0.001849 test-auc:0.809516±0.007211 
[2779]  train-auc:0.846960±0.001846 test-auc:0.809510±0.007205 
[2780]  train-auc:0.846967±0.001843 test-auc:0.809522±0.007212 
[2781]  train-auc:0.846974±0.001842 test-auc:0.809533±0.007207 
[2782]  train-auc:0.846987±0.001848 test-auc:0.809533±0.007204 
[2783]  train-auc:0.846994±0.001849 test-auc:0.809538±0.007200 
[2784]  train-auc:0.847007±0.001850 test-auc:0.809536±0.007190 
[2785]  train-auc:0.847014±0.001850 test-auc:0.809535±0.007191 
[2786]  train-auc:0.847018±0.001851 test-auc:0.809532±0.007190 
[2787]  train-auc:0.847023±0.001852 test-auc:0.809530±0.007194 
[2788]  train-auc:0.847030±0.001852 test-auc:0.809535±0.007190 
[2789]  train-auc:0.847041±0.001854 test-auc:0.809534±0.007197 
[2790]  train-auc:0.847048±0.001853 test-auc:0.809534±0.007194 
[2791]  train-auc:0.847055±0.001849 test-auc:0.809530±0.007187 
[2792]  train-auc:0.847066±0.001848 test-auc:0.809522±0.007190 
[2793]  train-auc:0.847071±0.001844 test-auc:0.809525±0.007190 
[2794]  train-auc:0.847077±0.001845 test-auc:0.809521±0.007191 
[2795]  train-auc:0.847088±0.001851 test-auc:0.809524±0.007195 
[2796]  train-auc:0.847094±0.001849 test-auc:0.809518±0.007193 
[2797]  train-auc:0.847101±0.001846 test-auc:0.809516±0.007190 
[2798]  train-auc:0.847109±0.001844 test-auc:0.809514±0.007189 
[2799]  train-auc:0.847112±0.001844 test-auc:0.809509±0.007196 
[2800]  train-auc:0.847123±0.001840 test-auc:0.809517±0.007195 
[2801]  train-auc:0.847128±0.001840 test-auc:0.809512±0.007179 
[2802]  train-auc:0.847135±0.001840 test-auc:0.809513±0.007184 
[2803]  train-auc:0.847140±0.001838 test-auc:0.809524±0.007183 
[2804]  train-auc:0.847151±0.001837 test-auc:0.809524±0.007197 
[2805]  train-auc:0.847160±0.001832 test-auc:0.809531±0.007180 
[2806]  train-auc:0.847165±0.001833 test-auc:0.809526±0.007182 
[2807]  train-auc:0.847172±0.001832 test-auc:0.809536±0.007179 
[2808]  train-auc:0.847179±0.001831 test-auc:0.809536±0.007179 
[2809]  train-auc:0.847187±0.001828 test-auc:0.809535±0.007181 
[2810]  train-auc:0.847191±0.001832 test-auc:0.809537±0.007187 
[2811]  train-auc:0.847197±0.001830 test-auc:0.809531±0.007183 
[2812]  train-auc:0.847203±0.001832 test-auc:0.809526±0.007190 
[2813]  train-auc:0.847214±0.001833 test-auc:0.809524±0.007187 
[2814]  train-auc:0.847228±0.001839 test-auc:0.809527±0.007191 
[2815]  train-auc:0.847233±0.001838 test-auc:0.809531±0.007203 
[2816]  train-auc:0.847239±0.001839 test-auc:0.809535±0.007199 
[2817]  train-auc:0.847249±0.001841 test-auc:0.809534±0.007196 
[2818]  train-auc:0.847254±0.001839 test-auc:0.809533±0.007192 
[2819]  train-auc:0.847260±0.001839 test-auc:0.809532±0.007185 
[2820]  train-auc:0.847267±0.001841 test-auc:0.809538±0.007178 
[2821]  train-auc:0.847274±0.001846 test-auc:0.809550±0.007187 
[2822]  train-auc:0.847281±0.001842 test-auc:0.809553±0.007184 
[2823]  train-auc:0.847290±0.001843 test-auc:0.809563±0.007185 
[2824]  train-auc:0.847300±0.001848 test-auc:0.809563±0.007199 
[2825]  train-auc:0.847306±0.001848 test-auc:0.809565±0.007204 
[2826]  train-auc:0.847314±0.001845 test-auc:0.809565±0.007200 
[2827]  train-auc:0.847317±0.001843 test-auc:0.809565±0.007194 
[2828]  train-auc:0.847325±0.001844 test-auc:0.809562±0.007192 
[2829]  train-auc:0.847331±0.001841 test-auc:0.809568±0.007187 
[2830]  train-auc:0.847341±0.001846 test-auc:0.809579±0.007189 
[2831]  train-auc:0.847347±0.001848 test-auc:0.809579±0.007191 
[2832]  train-auc:0.847352±0.001846 test-auc:0.809575±0.007187 
[2833]  train-auc:0.847358±0.001845 test-auc:0.809575±0.007192 
[2834]  train-auc:0.847365±0.001845 test-auc:0.809575±0.007188 
[2835]  train-auc:0.847374±0.001844 test-auc:0.809577±0.007194 
[2836]  train-auc:0.847388±0.001844 test-auc:0.809577±0.007203 
[2837]  train-auc:0.847394±0.001843 test-auc:0.809571±0.007199 
[2838]  train-auc:0.847404±0.001842 test-auc:0.809574±0.007207 
[2839]  train-auc:0.847409±0.001841 test-auc:0.809579±0.007208 
[2840]  train-auc:0.847419±0.001841 test-auc:0.809586±0.007207 
[2841]  train-auc:0.847432±0.001844 test-auc:0.809590±0.007208 
[2842]  train-auc:0.847441±0.001840 test-auc:0.809595±0.007210 
[2843]  train-auc:0.847448±0.001842 test-auc:0.809596±0.007206 
[2844]  train-auc:0.847453±0.001838 test-auc:0.809614±0.007217 
[2845]  train-auc:0.847462±0.001838 test-auc:0.809621±0.007217 
[2846]  train-auc:0.847474±0.001836 test-auc:0.809622±0.007218 
[2847]  train-auc:0.847482±0.001835 test-auc:0.809627±0.007220 
[2848]  train-auc:0.847493±0.001834 test-auc:0.809620±0.007241 
[2849]  train-auc:0.847504±0.001830 test-auc:0.809610±0.007231 
[2850]  train-auc:0.847512±0.001830 test-auc:0.809612±0.007238 
[2851]  train-auc:0.847517±0.001831 test-auc:0.809622±0.007243 
[2852]  train-auc:0.847525±0.001832 test-auc:0.809627±0.007241 
[2853]  train-auc:0.847532±0.001835 test-auc:0.809626±0.007241 
[2854]  train-auc:0.847540±0.001833 test-auc:0.809624±0.007242 
[2855]  train-auc:0.847549±0.001828 test-auc:0.809624±0.007249 
[2856]  train-auc:0.847558±0.001827 test-auc:0.809626±0.007245 
[2857]  train-auc:0.847570±0.001824 test-auc:0.809622±0.007234 
[2858]  train-auc:0.847580±0.001820 test-auc:0.809621±0.007239 
[2859]  train-auc:0.847587±0.001819 test-auc:0.809619±0.007240 
[2860]  train-auc:0.847595±0.001820 test-auc:0.809622±0.007235 
[2861]  train-auc:0.847603±0.001814 test-auc:0.809629±0.007241 
[2862]  train-auc:0.847613±0.001817 test-auc:0.809637±0.007234 
[2863]  train-auc:0.847626±0.001813 test-auc:0.809631±0.007247 
[2864]  train-auc:0.847636±0.001812 test-auc:0.809642±0.007242 
[2865]  train-auc:0.847641±0.001811 test-auc:0.809646±0.007241 
[2866]  train-auc:0.847650±0.001812 test-auc:0.809641±0.007245 
[2867]  train-auc:0.847658±0.001812 test-auc:0.809640±0.007248 
[2868]  train-auc:0.847666±0.001814 test-auc:0.809638±0.007251 
[2869]  train-auc:0.847675±0.001818 test-auc:0.809648±0.007256 
[2870]  train-auc:0.847686±0.001817 test-auc:0.809657±0.007260 
[2871]  train-auc:0.847702±0.001821 test-auc:0.809670±0.007271 
[2872]  train-auc:0.847710±0.001821 test-auc:0.809664±0.007265 
[2873]  train-auc:0.847719±0.001824 test-auc:0.809662±0.007263 
[2874]  train-auc:0.847727±0.001824 test-auc:0.809671±0.007271 
[2875]  train-auc:0.847737±0.001826 test-auc:0.809664±0.007262 
[2876]  train-auc:0.847748±0.001828 test-auc:0.809662±0.007259 
[2877]  train-auc:0.847757±0.001828 test-auc:0.809669±0.007267 
[2878]  train-auc:0.847763±0.001825 test-auc:0.809674±0.007265 
[2879]  train-auc:0.847776±0.001824 test-auc:0.809679±0.007275 
[2880]  train-auc:0.847784±0.001826 test-auc:0.809675±0.007277 
[2881]  train-auc:0.847795±0.001824 test-auc:0.809689±0.007276 
[2882]  train-auc:0.847803±0.001827 test-auc:0.809690±0.007273 
[2883]  train-auc:0.847810±0.001828 test-auc:0.809694±0.007276 
[2884]  train-auc:0.847821±0.001826 test-auc:0.809706±0.007278 
[2885]  train-auc:0.847832±0.001822 test-auc:0.809712±0.007273 
[2886]  train-auc:0.847839±0.001823 test-auc:0.809712±0.007280 
[2887]  train-auc:0.847857±0.001820 test-auc:0.809711±0.007276 
[2888]  train-auc:0.847863±0.001823 test-auc:0.809709±0.007286 
[2889]  train-auc:0.847874±0.001822 test-auc:0.809703±0.007281 
[2890]  train-auc:0.847878±0.001827 test-auc:0.809708±0.007275 
[2891]  train-auc:0.847887±0.001826 test-auc:0.809711±0.007285 
[2892]  train-auc:0.847891±0.001826 test-auc:0.809705±0.007269 
[2893]  train-auc:0.847898±0.001829 test-auc:0.809709±0.007268 
[2894]  train-auc:0.847905±0.001828 test-auc:0.809709±0.007272 
[2895]  train-auc:0.847915±0.001831 test-auc:0.809713±0.007272 
[2896]  train-auc:0.847917±0.001830 test-auc:0.809716±0.007271 
[2897]  train-auc:0.847928±0.001829 test-auc:0.809711±0.007273 
[2898]  train-auc:0.847934±0.001830 test-auc:0.809709±0.007263 
[2899]  train-auc:0.847943±0.001831 test-auc:0.809710±0.007268 
[2900]  train-auc:0.847949±0.001830 test-auc:0.809708±0.007267 
[2901]  train-auc:0.847953±0.001829 test-auc:0.809710±0.007274 
[2902]  train-auc:0.847961±0.001830 test-auc:0.809706±0.007271 
[2903]  train-auc:0.847968±0.001831 test-auc:0.809707±0.007277 
[2904]  train-auc:0.847977±0.001833 test-auc:0.809708±0.007264 
[2905]  train-auc:0.847987±0.001840 test-auc:0.809708±0.007263 
[2906]  train-auc:0.847998±0.001843 test-auc:0.809701±0.007262 
[2907]  train-auc:0.848010±0.001848 test-auc:0.809701±0.007253 
[2908]  train-auc:0.848018±0.001848 test-auc:0.809711±0.007258 
[2909]  train-auc:0.848031±0.001844 test-auc:0.809718±0.007260 
[2910]  train-auc:0.848043±0.001851 test-auc:0.809725±0.007257 
[2911]  train-auc:0.848053±0.001851 test-auc:0.809735±0.007259 
[2912]  train-auc:0.848063±0.001849 test-auc:0.809738±0.007264 
[2913]  train-auc:0.848071±0.001851 test-auc:0.809744±0.007260 
[2914]  train-auc:0.848079±0.001851 test-auc:0.809743±0.007265 
[2915]  train-auc:0.848087±0.001846 test-auc:0.809748±0.007265 
[2916]  train-auc:0.848095±0.001847 test-auc:0.809755±0.007257 
[2917]  train-auc:0.848102±0.001848 test-auc:0.809769±0.007261 
[2918]  train-auc:0.848110±0.001852 test-auc:0.809769±0.007259 
[2919]  train-auc:0.848124±0.001854 test-auc:0.809780±0.007259 
[2920]  train-auc:0.848132±0.001853 test-auc:0.809778±0.007254 
[2921]  train-auc:0.848145±0.001854 test-auc:0.809782±0.007261 
[2922]  train-auc:0.848154±0.001847 test-auc:0.809777±0.007263 
[2923]  train-auc:0.848163±0.001842 test-auc:0.809780±0.007264 
[2924]  train-auc:0.848175±0.001839 test-auc:0.809792±0.007272 
[2925]  train-auc:0.848185±0.001839 test-auc:0.809788±0.007277 
[2926]  train-auc:0.848193±0.001838 test-auc:0.809788±0.007278 
[2927]  train-auc:0.848201±0.001843 test-auc:0.809791±0.007281 
[2928]  train-auc:0.848208±0.001842 test-auc:0.809791±0.007273 
[2929]  train-auc:0.848215±0.001840 test-auc:0.809785±0.007270 
[2930]  train-auc:0.848224±0.001838 test-auc:0.809779±0.007274 
[2931]  train-auc:0.848236±0.001839 test-auc:0.809777±0.007279 
[2932]  train-auc:0.848245±0.001836 test-auc:0.809783±0.007278 
[2933]  train-auc:0.848254±0.001830 test-auc:0.809780±0.007276 
[2934]  train-auc:0.848262±0.001829 test-auc:0.809778±0.007262 
[2935]  train-auc:0.848270±0.001833 test-auc:0.809789±0.007258 
[2936]  train-auc:0.848283±0.001840 test-auc:0.809794±0.007261 
[2937]  train-auc:0.848297±0.001841 test-auc:0.809803±0.007259 
[2938]  train-auc:0.848303±0.001840 test-auc:0.809805±0.007250 
[2939]  train-auc:0.848311±0.001840 test-auc:0.809801±0.007250 
[2940]  train-auc:0.848319±0.001836 test-auc:0.809802±0.007253 
[2941]  train-auc:0.848327±0.001839 test-auc:0.809804±0.007255 
[2942]  train-auc:0.848337±0.001838 test-auc:0.809800±0.007250 
[2943]  train-auc:0.848345±0.001832 test-auc:0.809809±0.007250 
[2944]  train-auc:0.848355±0.001833 test-auc:0.809806±0.007252 
[2945]  train-auc:0.848366±0.001831 test-auc:0.809814±0.007245 
[2946]  train-auc:0.848373±0.001825 test-auc:0.809817±0.007250 
[2947]  train-auc:0.848385±0.001827 test-auc:0.809820±0.007252 
[2948]  train-auc:0.848392±0.001825 test-auc:0.809817±0.007251 
[2949]  train-auc:0.848402±0.001821 test-auc:0.809825±0.007249 
[2950]  train-auc:0.848411±0.001819 test-auc:0.809837±0.007264 
[2951]  train-auc:0.848423±0.001821 test-auc:0.809835±0.007250 
[2952]  train-auc:0.848432±0.001819 test-auc:0.809830±0.007247 
[2953]  train-auc:0.848440±0.001820 test-auc:0.809829±0.007247 
[2954]  train-auc:0.848454±0.001826 test-auc:0.809826±0.007247 
[2955]  train-auc:0.848462±0.001825 test-auc:0.809829±0.007250 
[2956]  train-auc:0.848467±0.001822 test-auc:0.809819±0.007258 
[2957]  train-auc:0.848474±0.001823 test-auc:0.809821±0.007253 
[2958]  train-auc:0.848486±0.001822 test-auc:0.809826±0.007261 
[2959]  train-auc:0.848494±0.001820 test-auc:0.809826±0.007252 
[2960]  train-auc:0.848502±0.001821 test-auc:0.809838±0.007260 
[2961]  train-auc:0.848510±0.001816 test-auc:0.809848±0.007259 
[2962]  train-auc:0.848518±0.001817 test-auc:0.809844±0.007262 
[2963]  train-auc:0.848529±0.001817 test-auc:0.809849±0.007254 
[2964]  train-auc:0.848538±0.001819 test-auc:0.809858±0.007255 
[2965]  train-auc:0.848545±0.001819 test-auc:0.809853±0.007259 
[2966]  train-auc:0.848554±0.001820 test-auc:0.809862±0.007254 
[2967]  train-auc:0.848559±0.001820 test-auc:0.809866±0.007255 
[2968]  train-auc:0.848567±0.001820 test-auc:0.809873±0.007257 
[2969]  train-auc:0.848579±0.001813 test-auc:0.809867±0.007247 
[2970]  train-auc:0.848588±0.001814 test-auc:0.809866±0.007238 
[2971]  train-auc:0.848598±0.001814 test-auc:0.809867±0.007242 
[2972]  train-auc:0.848605±0.001812 test-auc:0.809860±0.007246 
[2973]  train-auc:0.848612±0.001812 test-auc:0.809870±0.007240 
[2974]  train-auc:0.848627±0.001814 test-auc:0.809867±0.007258 
[2975]  train-auc:0.848640±0.001817 test-auc:0.809867±0.007262 
[2976]  train-auc:0.848651±0.001820 test-auc:0.809867±0.007254 
[2977]  train-auc:0.848660±0.001826 test-auc:0.809873±0.007252 
[2978]  train-auc:0.848672±0.001826 test-auc:0.809876±0.007256 
[2979]  train-auc:0.848680±0.001825 test-auc:0.809885±0.007247 
[2980]  train-auc:0.848694±0.001822 test-auc:0.809895±0.007234 
[2981]  train-auc:0.848703±0.001827 test-auc:0.809899±0.007229 
[2982]  train-auc:0.848708±0.001827 test-auc:0.809901±0.007237 
[2983]  train-auc:0.848718±0.001828 test-auc:0.809901±0.007245 
[2984]  train-auc:0.848726±0.001830 test-auc:0.809896±0.007250 
[2985]  train-auc:0.848738±0.001830 test-auc:0.809901±0.007252 
[2986]  train-auc:0.848752±0.001833 test-auc:0.809904±0.007250 
[2987]  train-auc:0.848759±0.001835 test-auc:0.809898±0.007239 
[2988]  train-auc:0.848774±0.001835 test-auc:0.809902±0.007243 
[2989]  train-auc:0.848783±0.001833 test-auc:0.809914±0.007247 
[2990]  train-auc:0.848790±0.001833 test-auc:0.809920±0.007249 
[2991]  train-auc:0.848796±0.001831 test-auc:0.809922±0.007243 
[2992]  train-auc:0.848806±0.001835 test-auc:0.809927±0.007237 
[2993]  train-auc:0.848813±0.001840 test-auc:0.809928±0.007244 
[2994]  train-auc:0.848819±0.001841 test-auc:0.809930±0.007251 
[2995]  train-auc:0.848825±0.001839 test-auc:0.809928±0.007260 
[2996]  train-auc:0.848829±0.001838 test-auc:0.809929±0.007258 
[2997]  train-auc:0.848832±0.001839 test-auc:0.809931±0.007254 
[2998]  train-auc:0.848838±0.001840 test-auc:0.809936±0.007257 
[2999]  train-auc:0.848845±0.001844 test-auc:0.809950±0.007256 
[3000]  train-auc:0.848854±0.001842 test-auc:0.809950±0.007266 
[3001]  train-auc:0.848860±0.001840 test-auc:0.809950±0.007272 
[3002]  train-auc:0.848865±0.001839 test-auc:0.809949±0.007275 
[3003]  train-auc:0.848869±0.001838 test-auc:0.809947±0.007274 
[3004]  train-auc:0.848878±0.001838 test-auc:0.809952±0.007278 
[3005]  train-auc:0.848881±0.001838 test-auc:0.809955±0.007271 
[3006]  train-auc:0.848889±0.001835 test-auc:0.809959±0.007271 
[3007]  train-auc:0.848900±0.001835 test-auc:0.809962±0.007267 
[3008]  train-auc:0.848909±0.001834 test-auc:0.809975±0.007258 
[3009]  train-auc:0.848918±0.001833 test-auc:0.809971±0.007254 
[3010]  train-auc:0.848925±0.001832 test-auc:0.809972±0.007261 
[3011]  train-auc:0.848932±0.001833 test-auc:0.809972±0.007267 
[3012]  train-auc:0.848936±0.001833 test-auc:0.809984±0.007261 
[3013]  train-auc:0.848949±0.001828 test-auc:0.809985±0.007268 
[3014]  train-auc:0.848955±0.001830 test-auc:0.809987±0.007258 
[3015]  train-auc:0.848961±0.001832 test-auc:0.809985±0.007260 
[3016]  train-auc:0.848968±0.001830 test-auc:0.809991±0.007262 
[3017]  train-auc:0.848973±0.001832 test-auc:0.809992±0.007272 
[3018]  train-auc:0.848975±0.001833 test-auc:0.809991±0.007266 
[3019]  train-auc:0.848983±0.001837 test-auc:0.809986±0.007272 
[3020]  train-auc:0.848989±0.001837 test-auc:0.810003±0.007264 
[3021]  train-auc:0.848993±0.001834 test-auc:0.810004±0.007271 
[3022]  train-auc:0.849001±0.001833 test-auc:0.810000±0.007266 
[3023]  train-auc:0.849005±0.001830 test-auc:0.809998±0.007266 
[3024]  train-auc:0.849011±0.001831 test-auc:0.810002±0.007270 
[3025]  train-auc:0.849016±0.001829 test-auc:0.810001±0.007270 
[3026]  train-auc:0.849020±0.001828 test-auc:0.810012±0.007272 
[3027]  train-auc:0.849027±0.001826 test-auc:0.810007±0.007287 
[3028]  train-auc:0.849035±0.001828 test-auc:0.810005±0.007285 
[3029]  train-auc:0.849039±0.001826 test-auc:0.810000±0.007283 
[3030]  train-auc:0.849046±0.001826 test-auc:0.810004±0.007284 
[3031]  train-auc:0.849056±0.001822 test-auc:0.810010±0.007293 
[3032]  train-auc:0.849063±0.001824 test-auc:0.810013±0.007290 
[3033]  train-auc:0.849071±0.001826 test-auc:0.810016±0.007273 
[3034]  train-auc:0.849076±0.001828 test-auc:0.810014±0.007269 
[3035]  train-auc:0.849081±0.001824 test-auc:0.810013±0.007273 
[3036]  train-auc:0.849087±0.001825 test-auc:0.810011±0.007267 
[3037]  train-auc:0.849092±0.001828 test-auc:0.810015±0.007264 
[3038]  train-auc:0.849100±0.001832 test-auc:0.810017±0.007265 
[3039]  train-auc:0.849106±0.001833 test-auc:0.810023±0.007272 
[3040]  train-auc:0.849115±0.001832 test-auc:0.810028±0.007278 
[3041]  train-auc:0.849120±0.001833 test-auc:0.810028±0.007269 
[3042]  train-auc:0.849124±0.001833 test-auc:0.810025±0.007257 
[3043]  train-auc:0.849129±0.001833 test-auc:0.810022±0.007255 
[3044]  train-auc:0.849135±0.001827 test-auc:0.810039±0.007266 
[3045]  train-auc:0.849139±0.001826 test-auc:0.810033±0.007268 
[3046]  train-auc:0.849146±0.001826 test-auc:0.810041±0.007269 
[3047]  train-auc:0.849153±0.001824 test-auc:0.810040±0.007267 
[3048]  train-auc:0.849161±0.001828 test-auc:0.810044±0.007269 
[3049]  train-auc:0.849167±0.001830 test-auc:0.810055±0.007267 
[3050]  train-auc:0.849171±0.001828 test-auc:0.810064±0.007280 
[3051]  train-auc:0.849176±0.001829 test-auc:0.810061±0.007281 
[3052]  train-auc:0.849184±0.001824 test-auc:0.810054±0.007280 
[3053]  train-auc:0.849187±0.001822 test-auc:0.810049±0.007271 
[3054]  train-auc:0.849190±0.001821 test-auc:0.810050±0.007268 
[3055]  train-auc:0.849197±0.001826 test-auc:0.810050±0.007271 
[3056]  train-auc:0.849203±0.001824 test-auc:0.810049±0.007267 
[3057]  train-auc:0.849208±0.001823 test-auc:0.810058±0.007267 
[3058]  train-auc:0.849214±0.001823 test-auc:0.810062±0.007268 
[3059]  train-auc:0.849221±0.001828 test-auc:0.810062±0.007262 
[3060]  train-auc:0.849225±0.001827 test-auc:0.810063±0.007254 
[3061]  train-auc:0.849232±0.001827 test-auc:0.810060±0.007254 
[3062]  train-auc:0.849241±0.001829 test-auc:0.810067±0.007250 
[3063]  train-auc:0.849249±0.001828 test-auc:0.810073±0.007254 
[3064]  train-auc:0.849256±0.001826 test-auc:0.810082±0.007250 
[3065]  train-auc:0.849264±0.001827 test-auc:0.810083±0.007246 
[3066]  train-auc:0.849274±0.001824 test-auc:0.810092±0.007235 
[3067]  train-auc:0.849280±0.001823 test-auc:0.810096±0.007236 
[3068]  train-auc:0.849285±0.001824 test-auc:0.810094±0.007244 
[3069]  train-auc:0.849293±0.001825 test-auc:0.810091±0.007248 
[3070]  train-auc:0.849303±0.001823 test-auc:0.810097±0.007244 
[3071]  train-auc:0.849313±0.001824 test-auc:0.810100±0.007241 
[3072]  train-auc:0.849321±0.001826 test-auc:0.810100±0.007232 
[3073]  train-auc:0.849329±0.001825 test-auc:0.810107±0.007233 
[3074]  train-auc:0.849334±0.001827 test-auc:0.810112±0.007230 
[3075]  train-auc:0.849344±0.001825 test-auc:0.810109±0.007223 
[3076]  train-auc:0.849352±0.001822 test-auc:0.810109±0.007215 
[3077]  train-auc:0.849359±0.001820 test-auc:0.810099±0.007216 
[3078]  train-auc:0.849365±0.001820 test-auc:0.810108±0.007208 
[3079]  train-auc:0.849375±0.001818 test-auc:0.810113±0.007208 
[3080]  train-auc:0.849387±0.001817 test-auc:0.810113±0.007210 
[3081]  train-auc:0.849394±0.001817 test-auc:0.810114±0.007200 
[3082]  train-auc:0.849399±0.001818 test-auc:0.810110±0.007206 
[3083]  train-auc:0.849407±0.001821 test-auc:0.810111±0.007204 
[3084]  train-auc:0.849414±0.001817 test-auc:0.810109±0.007201 
[3085]  train-auc:0.849424±0.001817 test-auc:0.810105±0.007190 
[3086]  train-auc:0.849431±0.001816 test-auc:0.810105±0.007191 
[3087]  train-auc:0.849441±0.001819 test-auc:0.810107±0.007188 
[3088]  train-auc:0.849448±0.001820 test-auc:0.810116±0.007184 
[3089]  train-auc:0.849455±0.001818 test-auc:0.810115±0.007180 
[3090]  train-auc:0.849467±0.001824 test-auc:0.810118±0.007176 
[3091]  train-auc:0.849482±0.001827 test-auc:0.810125±0.007185 
[3092]  train-auc:0.849496±0.001827 test-auc:0.810120±0.007179 
[3093]  train-auc:0.849506±0.001828 test-auc:0.810120±0.007181 
[3094]  train-auc:0.849518±0.001832 test-auc:0.810127±0.007181 
[3095]  train-auc:0.849531±0.001831 test-auc:0.810137±0.007175 
[3096]  train-auc:0.849538±0.001828 test-auc:0.810136±0.007177 
[3097]  train-auc:0.849549±0.001826 test-auc:0.810140±0.007177 
[3098]  train-auc:0.849559±0.001828 test-auc:0.810157±0.007175 
[3099]  train-auc:0.849565±0.001831 test-auc:0.810153±0.007179 
[3100]  train-auc:0.849581±0.001831 test-auc:0.810156±0.007180 
[3101]  train-auc:0.849592±0.001829 test-auc:0.810155±0.007166 
[3102]  train-auc:0.849599±0.001830 test-auc:0.810158±0.007163 
[3103]  train-auc:0.849610±0.001833 test-auc:0.810164±0.007156 
[3104]  train-auc:0.849615±0.001835 test-auc:0.810167±0.007160 
[3105]  train-auc:0.849623±0.001833 test-auc:0.810166±0.007147 
[3106]  train-auc:0.849634±0.001831 test-auc:0.810175±0.007146 
[3107]  train-auc:0.849640±0.001832 test-auc:0.810175±0.007138 
[3108]  train-auc:0.849648±0.001832 test-auc:0.810189±0.007134 
[3109]  train-auc:0.849656±0.001830 test-auc:0.810191±0.007140 
[3110]  train-auc:0.849661±0.001829 test-auc:0.810185±0.007140 
[3111]  train-auc:0.849668±0.001829 test-auc:0.810189±0.007140 
[3112]  train-auc:0.849680±0.001832 test-auc:0.810199±0.007138 
[3113]  train-auc:0.849687±0.001827 test-auc:0.810200±0.007145 
[3114]  train-auc:0.849694±0.001832 test-auc:0.810204±0.007128 
[3115]  train-auc:0.849702±0.001835 test-auc:0.810212±0.007135 
[3116]  train-auc:0.849711±0.001834 test-auc:0.810202±0.007128 
[3117]  train-auc:0.849726±0.001842 test-auc:0.810204±0.007128 
[3118]  train-auc:0.849731±0.001840 test-auc:0.810206±0.007133 
[3119]  train-auc:0.849739±0.001838 test-auc:0.810203±0.007117 
[3120]  train-auc:0.849747±0.001838 test-auc:0.810203±0.007115 
[3121]  train-auc:0.849762±0.001845 test-auc:0.810207±0.007112 
[3122]  train-auc:0.849771±0.001844 test-auc:0.810205±0.007115 
[3123]  train-auc:0.849779±0.001845 test-auc:0.810207±0.007106 
[3124]  train-auc:0.849786±0.001848 test-auc:0.810212±0.007102 
[3125]  train-auc:0.849792±0.001851 test-auc:0.810216±0.007100 
[3126]  train-auc:0.849805±0.001856 test-auc:0.810215±0.007095 
[3127]  train-auc:0.849808±0.001858 test-auc:0.810222±0.007093 
[3128]  train-auc:0.849817±0.001859 test-auc:0.810225±0.007097 
[3129]  train-auc:0.849831±0.001866 test-auc:0.810237±0.007112 
[3130]  train-auc:0.849838±0.001868 test-auc:0.810233±0.007111 
[3131]  train-auc:0.849846±0.001864 test-auc:0.810233±0.007116 
[3132]  train-auc:0.849853±0.001862 test-auc:0.810232±0.007123 
[3133]  train-auc:0.849861±0.001867 test-auc:0.810237±0.007120 
[3134]  train-auc:0.849870±0.001872 test-auc:0.810234±0.007118 
[3135]  train-auc:0.849879±0.001879 test-auc:0.810240±0.007120 
[3136]  train-auc:0.849892±0.001884 test-auc:0.810235±0.007109 
[3137]  train-auc:0.849901±0.001884 test-auc:0.810246±0.007118 
[3138]  train-auc:0.849910±0.001884 test-auc:0.810253±0.007116 
[3139]  train-auc:0.849921±0.001886 test-auc:0.810249±0.007107 
[3140]  train-auc:0.849928±0.001886 test-auc:0.810248±0.007102 
[3141]  train-auc:0.849935±0.001887 test-auc:0.810255±0.007104 
[3142]  train-auc:0.849938±0.001888 test-auc:0.810259±0.007107 
[3143]  train-auc:0.849946±0.001892 test-auc:0.810250±0.007101 
[3144]  train-auc:0.849956±0.001893 test-auc:0.810252±0.007105 
[3145]  train-auc:0.849967±0.001890 test-auc:0.810269±0.007110 
[3146]  train-auc:0.849978±0.001899 test-auc:0.810267±0.007117 
[3147]  train-auc:0.849987±0.001901 test-auc:0.810264±0.007108 
[3148]  train-auc:0.849993±0.001903 test-auc:0.810268±0.007110 
[3149]  train-auc:0.850001±0.001906 test-auc:0.810267±0.007111 
[3150]  train-auc:0.850008±0.001910 test-auc:0.810270±0.007102 
[3151]  train-auc:0.850018±0.001911 test-auc:0.810276±0.007097 
[3152]  train-auc:0.850028±0.001913 test-auc:0.810272±0.007095 
[3153]  train-auc:0.850034±0.001917 test-auc:0.810265±0.007090 
[3154]  train-auc:0.850043±0.001920 test-auc:0.810273±0.007104 
[3155]  train-auc:0.850049±0.001921 test-auc:0.810272±0.007108 
[3156]  train-auc:0.850057±0.001923 test-auc:0.810272±0.007113 
[3157]  train-auc:0.850062±0.001924 test-auc:0.810286±0.007105 
[3158]  train-auc:0.850073±0.001927 test-auc:0.810287±0.007111 
[3159]  train-auc:0.850080±0.001930 test-auc:0.810289±0.007109 
[3160]  train-auc:0.850087±0.001931 test-auc:0.810289±0.007120 
[3161]  train-auc:0.850095±0.001934 test-auc:0.810288±0.007115 
[3162]  train-auc:0.850108±0.001932 test-auc:0.810300±0.007109 
[3163]  train-auc:0.850115±0.001932 test-auc:0.810301±0.007114 
[3164]  train-auc:0.850128±0.001937 test-auc:0.810306±0.007113 
[3165]  train-auc:0.850136±0.001939 test-auc:0.810307±0.007111 
[3166]  train-auc:0.850146±0.001939 test-auc:0.810314±0.007119 
[3167]  train-auc:0.850151±0.001940 test-auc:0.810310±0.007114 
[3168]  train-auc:0.850157±0.001939 test-auc:0.810308±0.007114 
[3169]  train-auc:0.850160±0.001940 test-auc:0.810309±0.007112 
[3170]  train-auc:0.850166±0.001944 test-auc:0.810307±0.007108 
[3171]  train-auc:0.850182±0.001945 test-auc:0.810311±0.007118 
[3172]  train-auc:0.850187±0.001948 test-auc:0.810312±0.007118 
[3173]  train-auc:0.850196±0.001949 test-auc:0.810328±0.007114 
[3174]  train-auc:0.850207±0.001955 test-auc:0.810328±0.007110 
[3175]  train-auc:0.850218±0.001959 test-auc:0.810326±0.007117 
[3176]  train-auc:0.850225±0.001959 test-auc:0.810322±0.007115 
[3177]  train-auc:0.850232±0.001959 test-auc:0.810326±0.007116 
[3178]  train-auc:0.850240±0.001962 test-auc:0.810328±0.007117 
[3179]  train-auc:0.850251±0.001964 test-auc:0.810332±0.007115 
[3180]  train-auc:0.850257±0.001966 test-auc:0.810333±0.007111 
[3181]  train-auc:0.850268±0.001968 test-auc:0.810332±0.007115 
[3182]  train-auc:0.850276±0.001967 test-auc:0.810330±0.007113 
[3183]  train-auc:0.850284±0.001967 test-auc:0.810330±0.007112 
[3184]  train-auc:0.850287±0.001965 test-auc:0.810327±0.007117 
[3185]  train-auc:0.850298±0.001969 test-auc:0.810341±0.007108 
[3186]  train-auc:0.850303±0.001967 test-auc:0.810333±0.007107 
[3187]  train-auc:0.850310±0.001968 test-auc:0.810344±0.007114 
[3188]  train-auc:0.850318±0.001970 test-auc:0.810344±0.007111 
[3189]  train-auc:0.850331±0.001972 test-auc:0.810342±0.007111 
[3190]  train-auc:0.850337±0.001973 test-auc:0.810343±0.007105 
[3191]  train-auc:0.850344±0.001972 test-auc:0.810343±0.007122 
[3192]  train-auc:0.850352±0.001974 test-auc:0.810343±0.007121 
[3193]  train-auc:0.850359±0.001973 test-auc:0.810352±0.007119 
[3194]  train-auc:0.850366±0.001977 test-auc:0.810357±0.007121 
[3195]  train-auc:0.850376±0.001973 test-auc:0.810358±0.007108 
[3196]  train-auc:0.850382±0.001972 test-auc:0.810362±0.007102 
[3197]  train-auc:0.850390±0.001972 test-auc:0.810362±0.007110 
[3198]  train-auc:0.850397±0.001969 test-auc:0.810364±0.007115 
[3199]  train-auc:0.850407±0.001971 test-auc:0.810370±0.007105 
[3200]  train-auc:0.850418±0.001974 test-auc:0.810374±0.007100 
[3201]  train-auc:0.850430±0.001979 test-auc:0.810391±0.007101 
[3202]  train-auc:0.850437±0.001979 test-auc:0.810391±0.007096 
[3203]  train-auc:0.850445±0.001983 test-auc:0.810397±0.007088 
[3204]  train-auc:0.850453±0.001979 test-auc:0.810388±0.007091 
[3205]  train-auc:0.850460±0.001983 test-auc:0.810385±0.007082 
[3206]  train-auc:0.850464±0.001985 test-auc:0.810393±0.007071 
[3207]  train-auc:0.850473±0.001987 test-auc:0.810399±0.007075 
[3208]  train-auc:0.850482±0.001995 test-auc:0.810409±0.007075 
[3209]  train-auc:0.850495±0.001989 test-auc:0.810412±0.007076 
[3210]  train-auc:0.850502±0.001986 test-auc:0.810405±0.007070 
[3211]  train-auc:0.850509±0.001985 test-auc:0.810401±0.007068 
[3212]  train-auc:0.850517±0.001987 test-auc:0.810408±0.007065 
[3213]  train-auc:0.850524±0.001989 test-auc:0.810406±0.007069 
[3214]  train-auc:0.850531±0.001987 test-auc:0.810421±0.007074 
[3215]  train-auc:0.850544±0.001990 test-auc:0.810425±0.007072 
[3216]  train-auc:0.850548±0.001991 test-auc:0.810423±0.007061 
[3217]  train-auc:0.850553±0.001993 test-auc:0.810427±0.007060 
[3218]  train-auc:0.850559±0.001997 test-auc:0.810423±0.007067 
[3219]  train-auc:0.850564±0.001998 test-auc:0.810430±0.007070 
[3220]  train-auc:0.850571±0.001998 test-auc:0.810435±0.007073 
[3221]  train-auc:0.850577±0.001998 test-auc:0.810434±0.007072 
[3222]  train-auc:0.850585±0.001998 test-auc:0.810434±0.007069 
[3223]  train-auc:0.850591±0.001998 test-auc:0.810444±0.007068 
[3224]  train-auc:0.850599±0.002001 test-auc:0.810447±0.007072 
[3225]  train-auc:0.850606±0.002005 test-auc:0.810444±0.007075 
[3226]  train-auc:0.850610±0.002006 test-auc:0.810436±0.007073 
[3227]  train-auc:0.850617±0.002006 test-auc:0.810433±0.007074 
[3228]  train-auc:0.850625±0.002002 test-auc:0.810431±0.007071 
[3229]  train-auc:0.850629±0.002001 test-auc:0.810426±0.007068 
[3230]  train-auc:0.850636±0.001998 test-auc:0.810430±0.007077 
[3231]  train-auc:0.850644±0.002001 test-auc:0.810439±0.007078 
[3232]  train-auc:0.850651±0.002004 test-auc:0.810439±0.007079 
[3233]  train-auc:0.850658±0.002005 test-auc:0.810440±0.007079 
[3234]  train-auc:0.850664±0.002005 test-auc:0.810445±0.007079 
[3235]  train-auc:0.850670±0.002008 test-auc:0.810455±0.007070 
[3236]  train-auc:0.850674±0.002007 test-auc:0.810453±0.007077 
[3237]  train-auc:0.850681±0.002007 test-auc:0.810459±0.007082 
[3238]  train-auc:0.850689±0.002008 test-auc:0.810458±0.007080 
[3239]  train-auc:0.850694±0.002010 test-auc:0.810453±0.007082 
[3240]  train-auc:0.850699±0.002013 test-auc:0.810460±0.007071 
[3241]  train-auc:0.850706±0.002012 test-auc:0.810462±0.007073 
[3242]  train-auc:0.850710±0.002013 test-auc:0.810457±0.007078 
[3243]  train-auc:0.850717±0.002009 test-auc:0.810462±0.007068 
[3244]  train-auc:0.850726±0.002008 test-auc:0.810459±0.007059 
[3245]  train-auc:0.850732±0.002005 test-auc:0.810459±0.007063 
[3246]  train-auc:0.850739±0.002008 test-auc:0.810462±0.007063 
[3247]  train-auc:0.850746±0.002008 test-auc:0.810477±0.007058 
[3248]  train-auc:0.850757±0.002008 test-auc:0.810479±0.007049 
[3249]  train-auc:0.850764±0.002004 test-auc:0.810481±0.007054 
[3250]  train-auc:0.850773±0.002007 test-auc:0.810478±0.007054 
[3251]  train-auc:0.850782±0.002008 test-auc:0.810474±0.007042 
[3252]  train-auc:0.850792±0.002005 test-auc:0.810482±0.007049 
[3253]  train-auc:0.850800±0.002007 test-auc:0.810482±0.007049 
[3254]  train-auc:0.850810±0.002008 test-auc:0.810488±0.007053 
[3255]  train-auc:0.850815±0.002007 test-auc:0.810488±0.007060 
[3256]  train-auc:0.850823±0.002012 test-auc:0.810492±0.007060 
[3257]  train-auc:0.850829±0.002011 test-auc:0.810498±0.007067 
[3258]  train-auc:0.850835±0.002014 test-auc:0.810494±0.007071 
[3259]  train-auc:0.850841±0.002012 test-auc:0.810503±0.007059 
[3260]  train-auc:0.850849±0.002013 test-auc:0.810506±0.007058 
[3261]  train-auc:0.850855±0.002012 test-auc:0.810511±0.007051 
[3262]  train-auc:0.850863±0.002016 test-auc:0.810517±0.007046 
[3263]  train-auc:0.850872±0.002019 test-auc:0.810517±0.007054 
[3264]  train-auc:0.850882±0.002020 test-auc:0.810524±0.007055 
[3265]  train-auc:0.850890±0.002023 test-auc:0.810522±0.007056 
[3266]  train-auc:0.850906±0.002024 test-auc:0.810522±0.007050 
[3267]  train-auc:0.850914±0.002023 test-auc:0.810517±0.007044 
[3268]  train-auc:0.850921±0.002021 test-auc:0.810525±0.007045 
[3269]  train-auc:0.850929±0.002023 test-auc:0.810528±0.007044 
[3270]  train-auc:0.850935±0.002028 test-auc:0.810525±0.007052 
[3271]  train-auc:0.850943±0.002031 test-auc:0.810520±0.007054 
[3272]  train-auc:0.850951±0.002030 test-auc:0.810527±0.007057 
[3273]  train-auc:0.850960±0.002025 test-auc:0.810544±0.007052 
[3274]  train-auc:0.850971±0.002033 test-auc:0.810545±0.007051 
[3275]  train-auc:0.850977±0.002035 test-auc:0.810549±0.007040 
[3276]  train-auc:0.850984±0.002038 test-auc:0.810546±0.007042 
[3277]  train-auc:0.850991±0.002042 test-auc:0.810549±0.007042 
[3278]  train-auc:0.850995±0.002037 test-auc:0.810555±0.007043 
[3279]  train-auc:0.851002±0.002036 test-auc:0.810559±0.007050 
[3280]  train-auc:0.851010±0.002040 test-auc:0.810562±0.007052 
[3281]  train-auc:0.851017±0.002039 test-auc:0.810561±0.007045 
[3282]  train-auc:0.851024±0.002043 test-auc:0.810566±0.007052 
[3283]  train-auc:0.851032±0.002040 test-auc:0.810574±0.007058 
[3284]  train-auc:0.851038±0.002041 test-auc:0.810576±0.007061 
[3285]  train-auc:0.851046±0.002043 test-auc:0.810580±0.007052 
[3286]  train-auc:0.851055±0.002044 test-auc:0.810581±0.007042 
[3287]  train-auc:0.851059±0.002043 test-auc:0.810580±0.007039 
[3288]  train-auc:0.851066±0.002044 test-auc:0.810582±0.007048 
[3289]  train-auc:0.851076±0.002043 test-auc:0.810585±0.007047 
[3290]  train-auc:0.851081±0.002040 test-auc:0.810580±0.007045 
[3291]  train-auc:0.851086±0.002042 test-auc:0.810581±0.007040 
[3292]  train-auc:0.851091±0.002044 test-auc:0.810585±0.007043 
[3293]  train-auc:0.851097±0.002045 test-auc:0.810580±0.007040 
[3294]  train-auc:0.851105±0.002047 test-auc:0.810585±0.007043 
[3295]  train-auc:0.851110±0.002051 test-auc:0.810578±0.007047 
[3296]  train-auc:0.851117±0.002049 test-auc:0.810585±0.007034 
[3297]  train-auc:0.851122±0.002048 test-auc:0.810580±0.007036 
[3298]  train-auc:0.851129±0.002049 test-auc:0.810580±0.007035 
[3299]  train-auc:0.851136±0.002050 test-auc:0.810578±0.007035 
[3300]  train-auc:0.851145±0.002051 test-auc:0.810587±0.007036 
[3301]  train-auc:0.851148±0.002051 test-auc:0.810588±0.007033 
[3302]  train-auc:0.851153±0.002051 test-auc:0.810588±0.007036 
[3303]  train-auc:0.851160±0.002049 test-auc:0.810587±0.007045 
[3304]  train-auc:0.851166±0.002049 test-auc:0.810596±0.007046 
[3305]  train-auc:0.851173±0.002050 test-auc:0.810598±0.007051 
[3306]  train-auc:0.851184±0.002054 test-auc:0.810602±0.007061 
[3307]  train-auc:0.851190±0.002055 test-auc:0.810608±0.007058 
[3308]  train-auc:0.851195±0.002056 test-auc:0.810610±0.007061 
[3309]  train-auc:0.851202±0.002053 test-auc:0.810615±0.007057 
[3310]  train-auc:0.851209±0.002056 test-auc:0.810611±0.007052 
[3311]  train-auc:0.851218±0.002057 test-auc:0.810613±0.007059 
[3312]  train-auc:0.851227±0.002058 test-auc:0.810613±0.007061 
[3313]  train-auc:0.851236±0.002060 test-auc:0.810612±0.007068 
[3314]  train-auc:0.851245±0.002055 test-auc:0.810613±0.007072 
[3315]  train-auc:0.851248±0.002057 test-auc:0.810619±0.007081 
[3316]  train-auc:0.851260±0.002060 test-auc:0.810615±0.007091 
[3317]  train-auc:0.851265±0.002059 test-auc:0.810626±0.007082 
[3318]  train-auc:0.851272±0.002061 test-auc:0.810641±0.007091 
[3319]  train-auc:0.851279±0.002062 test-auc:0.810650±0.007094 
[3320]  train-auc:0.851286±0.002060 test-auc:0.810644±0.007093 
[3321]  train-auc:0.851295±0.002060 test-auc:0.810648±0.007099 
[3322]  train-auc:0.851305±0.002065 test-auc:0.810649±0.007094 
[3323]  train-auc:0.851314±0.002067 test-auc:0.810658±0.007096 
[3324]  train-auc:0.851322±0.002066 test-auc:0.810667±0.007098 
[3325]  train-auc:0.851329±0.002064 test-auc:0.810659±0.007119 
[3326]  train-auc:0.851335±0.002063 test-auc:0.810657±0.007115 
[3327]  train-auc:0.851343±0.002062 test-auc:0.810662±0.007120 
[3328]  train-auc:0.851350±0.002062 test-auc:0.810669±0.007119 
[3329]  train-auc:0.851356±0.002061 test-auc:0.810666±0.007122 
[3330]  train-auc:0.851361±0.002063 test-auc:0.810664±0.007130 
[3331]  train-auc:0.851369±0.002061 test-auc:0.810674±0.007128 
[3332]  train-auc:0.851376±0.002063 test-auc:0.810675±0.007131 
[3333]  train-auc:0.851382±0.002063 test-auc:0.810683±0.007136 
[3334]  train-auc:0.851388±0.002062 test-auc:0.810679±0.007151 
[3335]  train-auc:0.851397±0.002062 test-auc:0.810680±0.007157 
[3336]  train-auc:0.851400±0.002062 test-auc:0.810675±0.007151 
[3337]  train-auc:0.851403±0.002063 test-auc:0.810673±0.007148 
[3338]  train-auc:0.851410±0.002068 test-auc:0.810677±0.007148 
[3339]  train-auc:0.851416±0.002070 test-auc:0.810678±0.007149 
[3340]  train-auc:0.851423±0.002072 test-auc:0.810680±0.007144 
[3341]  train-auc:0.851432±0.002074 test-auc:0.810675±0.007152 
[3342]  train-auc:0.851439±0.002075 test-auc:0.810681±0.007146 
[3343]  train-auc:0.851448±0.002078 test-auc:0.810682±0.007153 
[3344]  train-auc:0.851450±0.002077 test-auc:0.810686±0.007166 
[3345]  train-auc:0.851458±0.002079 test-auc:0.810683±0.007155 
[3346]  train-auc:0.851461±0.002081 test-auc:0.810678±0.007151 
[3347]  train-auc:0.851465±0.002084 test-auc:0.810682±0.007155 
[3348]  train-auc:0.851470±0.002083 test-auc:0.810679±0.007155 
[3349]  train-auc:0.851474±0.002081 test-auc:0.810681±0.007160 
[3350]  train-auc:0.851487±0.002074 test-auc:0.810695±0.007163 
[3351]  train-auc:0.851495±0.002067 test-auc:0.810700±0.007168 
[3352]  train-auc:0.851506±0.002060 test-auc:0.810704±0.007171 
[3353]  train-auc:0.851516±0.002063 test-auc:0.810709±0.007163 
[3354]  train-auc:0.851527±0.002067 test-auc:0.810713±0.007161 
[3355]  train-auc:0.851534±0.002067 test-auc:0.810720±0.007154 
[3356]  train-auc:0.851538±0.002067 test-auc:0.810725±0.007143 
[3357]  train-auc:0.851547±0.002072 test-auc:0.810720±0.007147 
[3358]  train-auc:0.851552±0.002071 test-auc:0.810724±0.007139 
[3359]  train-auc:0.851559±0.002071 test-auc:0.810725±0.007147 
[3360]  train-auc:0.851564±0.002074 test-auc:0.810729±0.007158 
[3361]  train-auc:0.851570±0.002075 test-auc:0.810732±0.007154 
[3362]  train-auc:0.851576±0.002077 test-auc:0.810732±0.007153 
[3363]  train-auc:0.851582±0.002075 test-auc:0.810740±0.007155 
[3364]  train-auc:0.851590±0.002078 test-auc:0.810746±0.007156 
[3365]  train-auc:0.851600±0.002081 test-auc:0.810747±0.007158 
[3366]  train-auc:0.851606±0.002083 test-auc:0.810741±0.007157 
[3367]  train-auc:0.851610±0.002086 test-auc:0.810743±0.007156 
[3368]  train-auc:0.851616±0.002089 test-auc:0.810741±0.007159 
[3369]  train-auc:0.851624±0.002088 test-auc:0.810743±0.007159 
[3370]  train-auc:0.851632±0.002090 test-auc:0.810748±0.007159 
[3371]  train-auc:0.851638±0.002091 test-auc:0.810751±0.007158 
[3372]  train-auc:0.851645±0.002092 test-auc:0.810758±0.007146 
[3373]  train-auc:0.851653±0.002095 test-auc:0.810757±0.007140 
[3374]  train-auc:0.851659±0.002097 test-auc:0.810759±0.007146 
[3375]  train-auc:0.851669±0.002100 test-auc:0.810759±0.007151 
[3376]  train-auc:0.851677±0.002101 test-auc:0.810765±0.007147 
[3377]  train-auc:0.851689±0.002104 test-auc:0.810767±0.007139 
[3378]  train-auc:0.851698±0.002108 test-auc:0.810770±0.007142 
[3379]  train-auc:0.851705±0.002112 test-auc:0.810770±0.007143 
[3380]  train-auc:0.851714±0.002113 test-auc:0.810781±0.007140 
[3381]  train-auc:0.851723±0.002112 test-auc:0.810783±0.007132 
[3382]  train-auc:0.851732±0.002111 test-auc:0.810785±0.007136 
[3383]  train-auc:0.851739±0.002111 test-auc:0.810785±0.007134 
[3384]  train-auc:0.851752±0.002110 test-auc:0.810782±0.007144 
[3385]  train-auc:0.851760±0.002111 test-auc:0.810775±0.007143 
[3386]  train-auc:0.851770±0.002112 test-auc:0.810782±0.007134 
[3387]  train-auc:0.851779±0.002113 test-auc:0.810792±0.007129 
[3388]  train-auc:0.851789±0.002115 test-auc:0.810790±0.007139 
[3389]  train-auc:0.851798±0.002113 test-auc:0.810795±0.007138 
[3390]  train-auc:0.851804±0.002111 test-auc:0.810794±0.007141 
[3391]  train-auc:0.851813±0.002112 test-auc:0.810805±0.007134 
[3392]  train-auc:0.851817±0.002111 test-auc:0.810807±0.007138 
[3393]  train-auc:0.851821±0.002108 test-auc:0.810806±0.007140 
[3394]  train-auc:0.851830±0.002111 test-auc:0.810811±0.007133 
[3395]  train-auc:0.851836±0.002111 test-auc:0.810813±0.007139 
[3396]  train-auc:0.851846±0.002112 test-auc:0.810820±0.007141 
[3397]  train-auc:0.851857±0.002111 test-auc:0.810830±0.007147 
[3398]  train-auc:0.851866±0.002107 test-auc:0.810836±0.007139 
[3399]  train-auc:0.851873±0.002107 test-auc:0.810838±0.007148 
[3400]  train-auc:0.851880±0.002108 test-auc:0.810849±0.007148 
[3401]  train-auc:0.851889±0.002112 test-auc:0.810847±0.007148 
[3402]  train-auc:0.851898±0.002109 test-auc:0.810843±0.007141 
[3403]  train-auc:0.851904±0.002110 test-auc:0.810848±0.007139 
[3404]  train-auc:0.851913±0.002111 test-auc:0.810859±0.007131 
[3405]  train-auc:0.851920±0.002111 test-auc:0.810863±0.007133 
[3406]  train-auc:0.851929±0.002114 test-auc:0.810871±0.007131 
[3407]  train-auc:0.851935±0.002113 test-auc:0.810875±0.007125 
[3408]  train-auc:0.851944±0.002115 test-auc:0.810881±0.007121 
[3409]  train-auc:0.851951±0.002115 test-auc:0.810900±0.007117 
[3410]  train-auc:0.851958±0.002115 test-auc:0.810904±0.007112 
[3411]  train-auc:0.851965±0.002114 test-auc:0.810913±0.007108 
[3412]  train-auc:0.851977±0.002111 test-auc:0.810910±0.007100 
[3413]  train-auc:0.851986±0.002106 test-auc:0.810915±0.007099 
[3414]  train-auc:0.851993±0.002109 test-auc:0.810915±0.007094 
[3415]  train-auc:0.852000±0.002104 test-auc:0.810922±0.007094 
[3416]  train-auc:0.852008±0.002103 test-auc:0.810925±0.007092 
[3417]  train-auc:0.852015±0.002103 test-auc:0.810925±0.007091 
[3418]  train-auc:0.852024±0.002105 test-auc:0.810921±0.007091 
[3419]  train-auc:0.852028±0.002107 test-auc:0.810926±0.007090 
[3420]  train-auc:0.852030±0.002107 test-auc:0.810926±0.007090 
[3421]  train-auc:0.852038±0.002105 test-auc:0.810918±0.007085 
[3422]  train-auc:0.852046±0.002106 test-auc:0.810936±0.007081 
[3423]  train-auc:0.852055±0.002108 test-auc:0.810935±0.007083 
[3424]  train-auc:0.852059±0.002107 test-auc:0.810943±0.007089 
[3425]  train-auc:0.852068±0.002103 test-auc:0.810939±0.007082 
[3426]  train-auc:0.852073±0.002104 test-auc:0.810945±0.007077 
[3427]  train-auc:0.852081±0.002103 test-auc:0.810945±0.007068 
[3428]  train-auc:0.852088±0.002103 test-auc:0.810947±0.007075 
[3429]  train-auc:0.852095±0.002105 test-auc:0.810947±0.007065 
[3430]  train-auc:0.852101±0.002104 test-auc:0.810943±0.007061 
[3431]  train-auc:0.852107±0.002104 test-auc:0.810948±0.007060 
[3432]  train-auc:0.852110±0.002106 test-auc:0.810950±0.007061 
[3433]  train-auc:0.852116±0.002106 test-auc:0.810959±0.007054 
[3434]  train-auc:0.852122±0.002110 test-auc:0.810957±0.007047 
[3435]  train-auc:0.852129±0.002113 test-auc:0.810958±0.007047 
[3436]  train-auc:0.852133±0.002114 test-auc:0.810961±0.007045 
[3437]  train-auc:0.852137±0.002113 test-auc:0.810960±0.007051 
[3438]  train-auc:0.852147±0.002110 test-auc:0.810964±0.007057 
[3439]  train-auc:0.852154±0.002109 test-auc:0.810971±0.007064 
[3440]  train-auc:0.852159±0.002114 test-auc:0.810976±0.007057 
[3441]  train-auc:0.852165±0.002115 test-auc:0.810972±0.007053 
[3442]  train-auc:0.852173±0.002118 test-auc:0.810981±0.007059 
[3443]  train-auc:0.852180±0.002119 test-auc:0.810979±0.007056 
[3444]  train-auc:0.852186±0.002121 test-auc:0.810991±0.007054 
[3445]  train-auc:0.852194±0.002123 test-auc:0.811002±0.007053 
[3446]  train-auc:0.852201±0.002122 test-auc:0.811005±0.007059 
[3447]  train-auc:0.852208±0.002119 test-auc:0.811006±0.007054 
[3448]  train-auc:0.852215±0.002123 test-auc:0.811002±0.007057 
[3449]  train-auc:0.852221±0.002125 test-auc:0.811000±0.007048 
[3450]  train-auc:0.852226±0.002121 test-auc:0.811001±0.007044 
[3451]  train-auc:0.852233±0.002122 test-auc:0.811011±0.007043 
[3452]  train-auc:0.852241±0.002120 test-auc:0.811013±0.007046 
[3453]  train-auc:0.852249±0.002122 test-auc:0.811021±0.007033 
[3454]  train-auc:0.852260±0.002125 test-auc:0.811021±0.007038 
[3455]  train-auc:0.852265±0.002127 test-auc:0.811023±0.007029 
[3456]  train-auc:0.852270±0.002128 test-auc:0.811021±0.007025 
[3457]  train-auc:0.852276±0.002128 test-auc:0.811025±0.007025 
[3458]  train-auc:0.852281±0.002128 test-auc:0.811024±0.007013 
[3459]  train-auc:0.852287±0.002127 test-auc:0.811036±0.007011 
[3460]  train-auc:0.852296±0.002132 test-auc:0.811034±0.007018 
[3461]  train-auc:0.852303±0.002135 test-auc:0.811043±0.007019 
[3462]  train-auc:0.852308±0.002134 test-auc:0.811045±0.007018 
[3463]  train-auc:0.852315±0.002132 test-auc:0.811061±0.007016 
[3464]  train-auc:0.852325±0.002136 test-auc:0.811065±0.007014 
[3465]  train-auc:0.852331±0.002139 test-auc:0.811065±0.007017 
[3466]  train-auc:0.852338±0.002138 test-auc:0.811070±0.007018 
[3467]  train-auc:0.852344±0.002139 test-auc:0.811063±0.007017 
[3468]  train-auc:0.852350±0.002140 test-auc:0.811064±0.007009 
[3469]  train-auc:0.852356±0.002139 test-auc:0.811071±0.007009 
[3470]  train-auc:0.852363±0.002138 test-auc:0.811071±0.007010 
[3471]  train-auc:0.852370±0.002136 test-auc:0.811069±0.007007 
[3472]  train-auc:0.852374±0.002137 test-auc:0.811070±0.007008 
[3473]  train-auc:0.852384±0.002139 test-auc:0.811076±0.007011 
[3474]  train-auc:0.852391±0.002140 test-auc:0.811077±0.007012 
[3475]  train-auc:0.852398±0.002140 test-auc:0.811084±0.007006 
[3476]  train-auc:0.852408±0.002140 test-auc:0.811082±0.007006 
[3477]  train-auc:0.852413±0.002143 test-auc:0.811095±0.007001 
[3478]  train-auc:0.852422±0.002146 test-auc:0.811090±0.006996 
[3479]  train-auc:0.852431±0.002148 test-auc:0.811092±0.007005 
[3480]  train-auc:0.852437±0.002152 test-auc:0.811099±0.007004 
[3481]  train-auc:0.852448±0.002153 test-auc:0.811089±0.006996 
[3482]  train-auc:0.852455±0.002150 test-auc:0.811096±0.006988 
[3483]  train-auc:0.852459±0.002152 test-auc:0.811094±0.006994 
[3484]  train-auc:0.852465±0.002155 test-auc:0.811098±0.006993 
[3485]  train-auc:0.852475±0.002153 test-auc:0.811099±0.007000 
[3486]  train-auc:0.852481±0.002155 test-auc:0.811104±0.006995 
[3487]  train-auc:0.852490±0.002154 test-auc:0.811113±0.006994 
[3488]  train-auc:0.852500±0.002155 test-auc:0.811117±0.006992 
[3489]  train-auc:0.852508±0.002155 test-auc:0.811122±0.006997 
[3490]  train-auc:0.852517±0.002157 test-auc:0.811125±0.006993 
[3491]  train-auc:0.852524±0.002158 test-auc:0.811127±0.006987 
[3492]  train-auc:0.852534±0.002161 test-auc:0.811128±0.006990 
[3493]  train-auc:0.852539±0.002165 test-auc:0.811137±0.006993 
[3494]  train-auc:0.852545±0.002167 test-auc:0.811136±0.006992 
[3495]  train-auc:0.852554±0.002170 test-auc:0.811142±0.006988 
[3496]  train-auc:0.852558±0.002171 test-auc:0.811139±0.006987 
[3497]  train-auc:0.852567±0.002173 test-auc:0.811148±0.006975 
[3498]  train-auc:0.852576±0.002175 test-auc:0.811148±0.006979 
[3499]  train-auc:0.852580±0.002177 test-auc:0.811151±0.006971 
[3500]  train-auc:0.852589±0.002179 test-auc:0.811149±0.006970 
[3501]  train-auc:0.852593±0.002180 test-auc:0.811149±0.006967 
[3502]  train-auc:0.852600±0.002180 test-auc:0.811144±0.006969 
[3503]  train-auc:0.852605±0.002179 test-auc:0.811147±0.006957 
[3504]  train-auc:0.852608±0.002179 test-auc:0.811153±0.006955 
[3505]  train-auc:0.852615±0.002182 test-auc:0.811170±0.006955 
[3506]  train-auc:0.852623±0.002186 test-auc:0.811172±0.006951 
[3507]  train-auc:0.852631±0.002189 test-auc:0.811179±0.006944 
[3508]  train-auc:0.852638±0.002190 test-auc:0.811187±0.006943 
[3509]  train-auc:0.852644±0.002192 test-auc:0.811191±0.006942 
[3510]  train-auc:0.852651±0.002196 test-auc:0.811196±0.006950 
[3511]  train-auc:0.852658±0.002196 test-auc:0.811200±0.006952 
[3512]  train-auc:0.852665±0.002198 test-auc:0.811203±0.006950 
[3513]  train-auc:0.852675±0.002201 test-auc:0.811210±0.006943 
[3514]  train-auc:0.852683±0.002204 test-auc:0.811210±0.006942 
[3515]  train-auc:0.852691±0.002208 test-auc:0.811206±0.006939 
[3516]  train-auc:0.852696±0.002210 test-auc:0.811210±0.006935 
[3517]  train-auc:0.852703±0.002213 test-auc:0.811203±0.006932 
[3518]  train-auc:0.852709±0.002215 test-auc:0.811209±0.006934 
[3519]  train-auc:0.852716±0.002216 test-auc:0.811221±0.006927 
[3520]  train-auc:0.852724±0.002217 test-auc:0.811220±0.006933 
[3521]  train-auc:0.852733±0.002218 test-auc:0.811226±0.006923 
[3522]  train-auc:0.852743±0.002221 test-auc:0.811230±0.006919 
[3523]  train-auc:0.852753±0.002226 test-auc:0.811234±0.006911 
[3524]  train-auc:0.852760±0.002228 test-auc:0.811240±0.006909 
[3525]  train-auc:0.852773±0.002230 test-auc:0.811249±0.006915 
[3526]  train-auc:0.852779±0.002230 test-auc:0.811258±0.006913 
[3527]  train-auc:0.852789±0.002229 test-auc:0.811269±0.006917 
[3528]  train-auc:0.852798±0.002232 test-auc:0.811272±0.006918 
[3529]  train-auc:0.852809±0.002236 test-auc:0.811274±0.006924 
[3530]  train-auc:0.852815±0.002241 test-auc:0.811274±0.006923 
[3531]  train-auc:0.852818±0.002241 test-auc:0.811275±0.006921 
[3532]  train-auc:0.852822±0.002242 test-auc:0.811275±0.006913 
[3533]  train-auc:0.852830±0.002244 test-auc:0.811282±0.006900 
[3534]  train-auc:0.852835±0.002245 test-auc:0.811278±0.006901 
[3535]  train-auc:0.852842±0.002243 test-auc:0.811280±0.006896 
[3536]  train-auc:0.852850±0.002244 test-auc:0.811282±0.006895 
[3537]  train-auc:0.852854±0.002244 test-auc:0.811280±0.006899 
[3538]  train-auc:0.852861±0.002246 test-auc:0.811279±0.006903 
[3539]  train-auc:0.852866±0.002248 test-auc:0.811280±0.006905 
[3540]  train-auc:0.852872±0.002250 test-auc:0.811286±0.006902 
[3541]  train-auc:0.852879±0.002252 test-auc:0.811281±0.006902 
[3542]  train-auc:0.852886±0.002254 test-auc:0.811292±0.006905 
[3543]  train-auc:0.852892±0.002256 test-auc:0.811297±0.006900 
[3544]  train-auc:0.852898±0.002256 test-auc:0.811296±0.006892 
[3545]  train-auc:0.852908±0.002259 test-auc:0.811304±0.006905 
[3546]  train-auc:0.852915±0.002261 test-auc:0.811309±0.006904 
[3547]  train-auc:0.852922±0.002266 test-auc:0.811304±0.006906 
[3548]  train-auc:0.852926±0.002265 test-auc:0.811302±0.006905 
[3549]  train-auc:0.852935±0.002263 test-auc:0.811305±0.006889 
[3550]  train-auc:0.852941±0.002265 test-auc:0.811304±0.006890 
[3551]  train-auc:0.852950±0.002267 test-auc:0.811309±0.006893 
[3552]  train-auc:0.852960±0.002259 test-auc:0.811314±0.006889 
[3553]  train-auc:0.852971±0.002252 test-auc:0.811310±0.006875 
[3554]  train-auc:0.852977±0.002257 test-auc:0.811319±0.006873 
[3555]  train-auc:0.852985±0.002261 test-auc:0.811325±0.006866 
[3556]  train-auc:0.852993±0.002264 test-auc:0.811319±0.006869 
[3557]  train-auc:0.853004±0.002258 test-auc:0.811321±0.006871 
[3558]  train-auc:0.853009±0.002259 test-auc:0.811323±0.006867 
[3559]  train-auc:0.853012±0.002259 test-auc:0.811325±0.006864 
[3560]  train-auc:0.853023±0.002253 test-auc:0.811332±0.006866 
[3561]  train-auc:0.853032±0.002254 test-auc:0.811335±0.006867 
[3562]  train-auc:0.853038±0.002254 test-auc:0.811346±0.006864 
[3563]  train-auc:0.853048±0.002249 test-auc:0.811344±0.006868 
[3564]  train-auc:0.853055±0.002251 test-auc:0.811340±0.006875 
[3565]  train-auc:0.853064±0.002252 test-auc:0.811339±0.006866 
[3566]  train-auc:0.853068±0.002256 test-auc:0.811350±0.006857 
[3567]  train-auc:0.853073±0.002258 test-auc:0.811339±0.006859 
[3568]  train-auc:0.853079±0.002260 test-auc:0.811337±0.006865 
[3569]  train-auc:0.853088±0.002256 test-auc:0.811338±0.006866 
[3570]  train-auc:0.853099±0.002251 test-auc:0.811337±0.006858 
[3571]  train-auc:0.853103±0.002254 test-auc:0.811339±0.006859 
[3572]  train-auc:0.853110±0.002258 test-auc:0.811334±0.006853 
[3573]  train-auc:0.853116±0.002262 test-auc:0.811338±0.006853 
[3574]  train-auc:0.853122±0.002265 test-auc:0.811330±0.006847 
[3575]  train-auc:0.853126±0.002263 test-auc:0.811332±0.006850 
[3576]  train-auc:0.853131±0.002264 test-auc:0.811335±0.006855 
[3577]  train-auc:0.853139±0.002266 test-auc:0.811338±0.006857 
[3578]  train-auc:0.853144±0.002267 test-auc:0.811332±0.006857 
[3579]  train-auc:0.853150±0.002269 test-auc:0.811332±0.006855 
[3580]  train-auc:0.853156±0.002269 test-auc:0.811338±0.006852 
[3581]  train-auc:0.853163±0.002272 test-auc:0.811343±0.006847 
[3582]  train-auc:0.853169±0.002276 test-auc:0.811340±0.006843 
[3583]  train-auc:0.853174±0.002273 test-auc:0.811341±0.006843 
[3584]  train-auc:0.853179±0.002275 test-auc:0.811338±0.006840 
[3585]  train-auc:0.853183±0.002273 test-auc:0.811341±0.006838 
[3586]  train-auc:0.853187±0.002275 test-auc:0.811345±0.006845 
[3587]  train-auc:0.853196±0.002274 test-auc:0.811340±0.006841 
[3588]  train-auc:0.853203±0.002275 test-auc:0.811335±0.006843 
[3589]  train-auc:0.853210±0.002277 test-auc:0.811341±0.006845 
[3590]  train-auc:0.853217±0.002280 test-auc:0.811353±0.006838 
[3591]  train-auc:0.853224±0.002283 test-auc:0.811352±0.006839 
[3592]  train-auc:0.853229±0.002284 test-auc:0.811354±0.006833 
[3593]  train-auc:0.853235±0.002282 test-auc:0.811358±0.006829 
[3594]  train-auc:0.853243±0.002279 test-auc:0.811364±0.006835 
[3595]  train-auc:0.853254±0.002273 test-auc:0.811364±0.006832 
[3596]  train-auc:0.853264±0.002267 test-auc:0.811370±0.006843 
[3597]  train-auc:0.853273±0.002270 test-auc:0.811368±0.006840 
[3598]  train-auc:0.853280±0.002262 test-auc:0.811360±0.006831 
[3599]  train-auc:0.853286±0.002262 test-auc:0.811358±0.006828 
[3600]  train-auc:0.853291±0.002262 test-auc:0.811363±0.006828 
[3601]  train-auc:0.853295±0.002264 test-auc:0.811371±0.006829 
[3602]  train-auc:0.853300±0.002267 test-auc:0.811370±0.006818 
[3603]  train-auc:0.853305±0.002267 test-auc:0.811379±0.006818 
[3604]  train-auc:0.853311±0.002266 test-auc:0.811380±0.006807 
[3605]  train-auc:0.853316±0.002264 test-auc:0.811383±0.006811 
[3606]  train-auc:0.853322±0.002266 test-auc:0.811386±0.006810 
[3607]  train-auc:0.853327±0.002266 test-auc:0.811393±0.006812 
[3608]  train-auc:0.853334±0.002269 test-auc:0.811394±0.006821 
[3609]  train-auc:0.853341±0.002272 test-auc:0.811393±0.006811 
[3610]  train-auc:0.853343±0.002273 test-auc:0.811393±0.006807 
[3611]  train-auc:0.853352±0.002272 test-auc:0.811395±0.006819 
[3612]  train-auc:0.853355±0.002273 test-auc:0.811400±0.006814 
[3613]  train-auc:0.853359±0.002272 test-auc:0.811404±0.006819 
[3614]  train-auc:0.853363±0.002272 test-auc:0.811408±0.006825 
[3615]  train-auc:0.853373±0.002269 test-auc:0.811408±0.006819 
[3616]  train-auc:0.853385±0.002259 test-auc:0.811409±0.006822 
[3617]  train-auc:0.853391±0.002256 test-auc:0.811417±0.006815 
[3618]  train-auc:0.853396±0.002255 test-auc:0.811409±0.006804 
[3619]  train-auc:0.853406±0.002254 test-auc:0.811406±0.006805 
[3620]  train-auc:0.853411±0.002252 test-auc:0.811405±0.006805 
[3621]  train-auc:0.853416±0.002251 test-auc:0.811412±0.006802 
[3622]  train-auc:0.853420±0.002249 test-auc:0.811417±0.006808 
[3623]  train-auc:0.853426±0.002246 test-auc:0.811425±0.006805 
[3624]  train-auc:0.853432±0.002243 test-auc:0.811431±0.006798 
[3625]  train-auc:0.853438±0.002243 test-auc:0.811426±0.006791 
[3626]  train-auc:0.853443±0.002243 test-auc:0.811426±0.006791 
[3627]  train-auc:0.853454±0.002244 test-auc:0.811430±0.006789 
[3628]  train-auc:0.853461±0.002242 test-auc:0.811440±0.006787 
[3629]  train-auc:0.853470±0.002244 test-auc:0.811445±0.006792 
[3630]  train-auc:0.853483±0.002242 test-auc:0.811456±0.006790 
[3631]  train-auc:0.853490±0.002241 test-auc:0.811452±0.006772 
[3632]  train-auc:0.853497±0.002242 test-auc:0.811449±0.006779 
[3633]  train-auc:0.853506±0.002240 test-auc:0.811451±0.006786 
[3634]  train-auc:0.853510±0.002239 test-auc:0.811457±0.006786 
[3635]  train-auc:0.853515±0.002239 test-auc:0.811469±0.006790 
[3636]  train-auc:0.853523±0.002242 test-auc:0.811464±0.006787 
[3637]  train-auc:0.853529±0.002241 test-auc:0.811475±0.006790 
[3638]  train-auc:0.853537±0.002240 test-auc:0.811476±0.006786 
[3639]  train-auc:0.853545±0.002245 test-auc:0.811483±0.006782 
[3640]  train-auc:0.853551±0.002246 test-auc:0.811476±0.006782 
[3641]  train-auc:0.853563±0.002249 test-auc:0.811473±0.006774 
[3642]  train-auc:0.853568±0.002248 test-auc:0.811467±0.006776 
[3643]  train-auc:0.853574±0.002248 test-auc:0.811466±0.006778 
[3644]  train-auc:0.853581±0.002248 test-auc:0.811463±0.006780 
[3645]  train-auc:0.853587±0.002251 test-auc:0.811470±0.006779 
[3646]  train-auc:0.853590±0.002252 test-auc:0.811465±0.006778 
[3647]  train-auc:0.853597±0.002251 test-auc:0.811474±0.006774 
[3648]  train-auc:0.853602±0.002253 test-auc:0.811485±0.006769 
[3649]  train-auc:0.853608±0.002254 test-auc:0.811498±0.006762 
[3650]  train-auc:0.853611±0.002253 test-auc:0.811499±0.006758 
[3651]  train-auc:0.853617±0.002255 test-auc:0.811502±0.006749 
[3652]  train-auc:0.853625±0.002251 test-auc:0.811505±0.006737 
[3653]  train-auc:0.853635±0.002251 test-auc:0.811505±0.006736 
[3654]  train-auc:0.853639±0.002248 test-auc:0.811498±0.006743 
[3655]  train-auc:0.853645±0.002249 test-auc:0.811499±0.006742 
[3656]  train-auc:0.853654±0.002245 test-auc:0.811500±0.006739 
[3657]  train-auc:0.853661±0.002245 test-auc:0.811504±0.006746 
[3658]  train-auc:0.853668±0.002245 test-auc:0.811505±0.006753 
[3659]  train-auc:0.853674±0.002243 test-auc:0.811506±0.006754 
[3660]  train-auc:0.853685±0.002247 test-auc:0.811506±0.006760 
[3661]  train-auc:0.853691±0.002246 test-auc:0.811501±0.006758 
[3662]  train-auc:0.853698±0.002247 test-auc:0.811504±0.006766 
[3663]  train-auc:0.853703±0.002248 test-auc:0.811510±0.006770 
[3664]  train-auc:0.853714±0.002251 test-auc:0.811523±0.006767 
[3665]  train-auc:0.853720±0.002251 test-auc:0.811520±0.006759 
[3666]  train-auc:0.853725±0.002252 test-auc:0.811525±0.006760 
[3667]  train-auc:0.853729±0.002252 test-auc:0.811527±0.006756 
[3668]  train-auc:0.853735±0.002249 test-auc:0.811529±0.006754 
[3669]  train-auc:0.853741±0.002248 test-auc:0.811536±0.006747 
[3670]  train-auc:0.853748±0.002249 test-auc:0.811533±0.006750 
[3671]  train-auc:0.853754±0.002249 test-auc:0.811536±0.006748 
[3672]  train-auc:0.853759±0.002252 test-auc:0.811539±0.006745 
[3673]  train-auc:0.853766±0.002247 test-auc:0.811553±0.006741 
[3674]  train-auc:0.853771±0.002248 test-auc:0.811551±0.006744 
[3675]  train-auc:0.853776±0.002247 test-auc:0.811558±0.006747 
[3676]  train-auc:0.853779±0.002247 test-auc:0.811562±0.006749 
[3677]  train-auc:0.853784±0.002247 test-auc:0.811556±0.006746 
[3678]  train-auc:0.853789±0.002248 test-auc:0.811559±0.006757 
[3679]  train-auc:0.853794±0.002249 test-auc:0.811553±0.006751 
[3680]  train-auc:0.853799±0.002250 test-auc:0.811555±0.006752 
[3681]  train-auc:0.853805±0.002250 test-auc:0.811554±0.006751 
[3682]  train-auc:0.853811±0.002250 test-auc:0.811557±0.006747 
[3683]  train-auc:0.853820±0.002251 test-auc:0.811558±0.006745 
[3684]  train-auc:0.853825±0.002253 test-auc:0.811566±0.006748 
[3685]  train-auc:0.853830±0.002250 test-auc:0.811563±0.006751 
[3686]  train-auc:0.853834±0.002249 test-auc:0.811567±0.006752 
[3687]  train-auc:0.853838±0.002251 test-auc:0.811574±0.006752 
[3688]  train-auc:0.853843±0.002249 test-auc:0.811573±0.006756 
[3689]  train-auc:0.853848±0.002246 test-auc:0.811573±0.006753 
[3690]  train-auc:0.853853±0.002250 test-auc:0.811572±0.006755 
[3691]  train-auc:0.853861±0.002250 test-auc:0.811579±0.006744 
[3692]  train-auc:0.853868±0.002247 test-auc:0.811584±0.006740 
[3693]  train-auc:0.853876±0.002247 test-auc:0.811592±0.006740 
[3694]  train-auc:0.853882±0.002241 test-auc:0.811600±0.006735 
[3695]  train-auc:0.853888±0.002242 test-auc:0.811590±0.006728 
[3696]  train-auc:0.853894±0.002243 test-auc:0.811599±0.006723 
[3697]  train-auc:0.853899±0.002241 test-auc:0.811601±0.006722 
[3698]  train-auc:0.853905±0.002239 test-auc:0.811603±0.006722 
[3699]  train-auc:0.853911±0.002240 test-auc:0.811610±0.006720 
[3700]  train-auc:0.853915±0.002239 test-auc:0.811606±0.006713 
[3701]  train-auc:0.853918±0.002238 test-auc:0.811612±0.006719 
[3702]  train-auc:0.853923±0.002236 test-auc:0.811624±0.006726 
[3703]  train-auc:0.853929±0.002236 test-auc:0.811628±0.006726 
[3704]  train-auc:0.853932±0.002236 test-auc:0.811632±0.006732 
[3705]  train-auc:0.853940±0.002234 test-auc:0.811637±0.006731 
[3706]  train-auc:0.853946±0.002235 test-auc:0.811634±0.006726 
[3707]  train-auc:0.853952±0.002238 test-auc:0.811639±0.006731 
[3708]  train-auc:0.853959±0.002238 test-auc:0.811635±0.006728 
[3709]  train-auc:0.853965±0.002235 test-auc:0.811637±0.006725 
[3710]  train-auc:0.853970±0.002230 test-auc:0.811636±0.006733 
[3711]  train-auc:0.853978±0.002233 test-auc:0.811630±0.006735 
[3712]  train-auc:0.853984±0.002234 test-auc:0.811640±0.006735 
[3713]  train-auc:0.853991±0.002237 test-auc:0.811637±0.006738 
[3714]  train-auc:0.853996±0.002236 test-auc:0.811641±0.006742 
[3715]  train-auc:0.854000±0.002237 test-auc:0.811643±0.006743 
[3716]  train-auc:0.854007±0.002237 test-auc:0.811655±0.006747 
[3717]  train-auc:0.854011±0.002237 test-auc:0.811656±0.006744 
[3718]  train-auc:0.854017±0.002235 test-auc:0.811661±0.006748 
[3719]  train-auc:0.854024±0.002238 test-auc:0.811659±0.006749 
[3720]  train-auc:0.854026±0.002239 test-auc:0.811657±0.006758 
[3721]  train-auc:0.854031±0.002238 test-auc:0.811664±0.006760 
[3722]  train-auc:0.854035±0.002238 test-auc:0.811669±0.006763 
[3723]  train-auc:0.854040±0.002238 test-auc:0.811659±0.006755 
[3724]  train-auc:0.854048±0.002240 test-auc:0.811659±0.006753 
[3725]  train-auc:0.854051±0.002241 test-auc:0.811662±0.006748 
[3726]  train-auc:0.854057±0.002242 test-auc:0.811665±0.006741 
[3727]  train-auc:0.854061±0.002241 test-auc:0.811670±0.006744 
[3728]  train-auc:0.854069±0.002241 test-auc:0.811664±0.006741 
[3729]  train-auc:0.854075±0.002239 test-auc:0.811667±0.006743 
[3730]  train-auc:0.854088±0.002241 test-auc:0.811668±0.006747 
[3731]  train-auc:0.854094±0.002242 test-auc:0.811662±0.006752 
[3732]  train-auc:0.854102±0.002246 test-auc:0.811661±0.006755 
[3733]  train-auc:0.854112±0.002249 test-auc:0.811667±0.006760 
[3734]  train-auc:0.854118±0.002249 test-auc:0.811665±0.006771 
[3735]  train-auc:0.854123±0.002250 test-auc:0.811668±0.006776 
[3736]  train-auc:0.854130±0.002253 test-auc:0.811668±0.006767 
[3737]  train-auc:0.854138±0.002250 test-auc:0.811665±0.006761 
[3738]  train-auc:0.854142±0.002247 test-auc:0.811661±0.006758 
[3739]  train-auc:0.854149±0.002250 test-auc:0.811658±0.006755 
[3740]  train-auc:0.854154±0.002250 test-auc:0.811657±0.006760 
[3741]  train-auc:0.854161±0.002250 test-auc:0.811666±0.006763 
[3742]  train-auc:0.854164±0.002249 test-auc:0.811670±0.006764 
[3743]  train-auc:0.854170±0.002251 test-auc:0.811673±0.006769 
[3744]  train-auc:0.854177±0.002252 test-auc:0.811681±0.006766 
[3745]  train-auc:0.854182±0.002251 test-auc:0.811681±0.006766 
[3746]  train-auc:0.854187±0.002252 test-auc:0.811675±0.006770 
[3747]  train-auc:0.854192±0.002253 test-auc:0.811673±0.006759 
[3748]  train-auc:0.854201±0.002253 test-auc:0.811683±0.006754 
[3749]  train-auc:0.854206±0.002257 test-auc:0.811683±0.006754 
[3750]  train-auc:0.854214±0.002260 test-auc:0.811682±0.006748 
[3751]  train-auc:0.854220±0.002263 test-auc:0.811684±0.006737 
[3752]  train-auc:0.854228±0.002264 test-auc:0.811687±0.006733 
[3753]  train-auc:0.854231±0.002267 test-auc:0.811685±0.006736 
[3754]  train-auc:0.854236±0.002267 test-auc:0.811684±0.006738 
[3755]  train-auc:0.854245±0.002271 test-auc:0.811688±0.006738 
[3756]  train-auc:0.854250±0.002274 test-auc:0.811696±0.006731 
[3757]  train-auc:0.854258±0.002271 test-auc:0.811694±0.006729 
[3758]  train-auc:0.854262±0.002269 test-auc:0.811689±0.006724 
[3759]  train-auc:0.854269±0.002270 test-auc:0.811694±0.006734 
[3760]  train-auc:0.854274±0.002270 test-auc:0.811696±0.006730 
[3761]  train-auc:0.854279±0.002274 test-auc:0.811703±0.006727 
[3762]  train-auc:0.854288±0.002277 test-auc:0.811705±0.006714 
[3763]  train-auc:0.854294±0.002281 test-auc:0.811708±0.006717 
[3764]  train-auc:0.854298±0.002281 test-auc:0.811706±0.006721 
[3765]  train-auc:0.854306±0.002284 test-auc:0.811710±0.006728 
[3766]  train-auc:0.854316±0.002276 test-auc:0.811711±0.006715 
[3767]  train-auc:0.854324±0.002278 test-auc:0.811725±0.006723 
[3768]  train-auc:0.854332±0.002276 test-auc:0.811728±0.006711 
[3769]  train-auc:0.854334±0.002276 test-auc:0.811732±0.006717 
[3770]  train-auc:0.854340±0.002275 test-auc:0.811736±0.006725 
[3771]  train-auc:0.854348±0.002280 test-auc:0.811740±0.006721 
[3772]  train-auc:0.854354±0.002282 test-auc:0.811741±0.006721 
[3773]  train-auc:0.854362±0.002283 test-auc:0.811734±0.006725 
[3774]  train-auc:0.854366±0.002283 test-auc:0.811738±0.006722 
[3775]  train-auc:0.854372±0.002283 test-auc:0.811738±0.006719 
[3776]  train-auc:0.854376±0.002283 test-auc:0.811737±0.006728 
[3777]  train-auc:0.854382±0.002283 test-auc:0.811732±0.006728 
[3778]  train-auc:0.854388±0.002286 test-auc:0.811733±0.006733 
[3779]  train-auc:0.854394±0.002288 test-auc:0.811734±0.006720 
[3780]  train-auc:0.854398±0.002287 test-auc:0.811737±0.006720 
[3781]  train-auc:0.854402±0.002288 test-auc:0.811742±0.006718 
[3782]  train-auc:0.854408±0.002293 test-auc:0.811745±0.006713 
[3783]  train-auc:0.854416±0.002293 test-auc:0.811740±0.006730 
[3784]  train-auc:0.854419±0.002293 test-auc:0.811742±0.006731 
[3785]  train-auc:0.854423±0.002293 test-auc:0.811735±0.006730 
[3786]  train-auc:0.854430±0.002287 test-auc:0.811740±0.006729 
[3787]  train-auc:0.854436±0.002290 test-auc:0.811736±0.006731 
[3788]  train-auc:0.854443±0.002284 test-auc:0.811733±0.006723 
[3789]  train-auc:0.854447±0.002284 test-auc:0.811734±0.006715 
[3790]  train-auc:0.854456±0.002280 test-auc:0.811738±0.006722 
[3791]  train-auc:0.854463±0.002283 test-auc:0.811735±0.006725 
[3792]  train-auc:0.854469±0.002284 test-auc:0.811730±0.006730 
[3793]  train-auc:0.854477±0.002288 test-auc:0.811736±0.006734 
[3794]  train-auc:0.854483±0.002290 test-auc:0.811735±0.006736 
[3795]  train-auc:0.854489±0.002293 test-auc:0.811743±0.006740 
[3796]  train-auc:0.854497±0.002296 test-auc:0.811744±0.006737 
[3797]  train-auc:0.854502±0.002296 test-auc:0.811746±0.006736 
[3798]  train-auc:0.854508±0.002297 test-auc:0.811749±0.006735 
[3799]  train-auc:0.854517±0.002292 test-auc:0.811750±0.006730 
[3800]  train-auc:0.854529±0.002285 test-auc:0.811747±0.006724 
[3801]  train-auc:0.854533±0.002285 test-auc:0.811747±0.006728 
[3802]  train-auc:0.854538±0.002287 test-auc:0.811752±0.006727 
[3803]  train-auc:0.854546±0.002288 test-auc:0.811749±0.006724 
[3804]  train-auc:0.854555±0.002287 test-auc:0.811752±0.006725 
[3805]  train-auc:0.854562±0.002285 test-auc:0.811746±0.006727 
[3806]  train-auc:0.854572±0.002283 test-auc:0.811747±0.006724 
[3807]  train-auc:0.854579±0.002278 test-auc:0.811741±0.006724 
[3808]  train-auc:0.854584±0.002278 test-auc:0.811738±0.006722 
[3809]  train-auc:0.854590±0.002276 test-auc:0.811740±0.006718 
[3810]  train-auc:0.854595±0.002275 test-auc:0.811750±0.006714 
[3811]  train-auc:0.854599±0.002276 test-auc:0.811751±0.006713 
[3812]  train-auc:0.854608±0.002279 test-auc:0.811754±0.006715 
[3813]  train-auc:0.854616±0.002283 test-auc:0.811764±0.006719 
[3814]  train-auc:0.854623±0.002287 test-auc:0.811759±0.006710 
[3815]  train-auc:0.854627±0.002286 test-auc:0.811747±0.006716 
[3816]  train-auc:0.854633±0.002287 test-auc:0.811753±0.006715 
[3817]  train-auc:0.854637±0.002286 test-auc:0.811755±0.006720 
[3818]  train-auc:0.854642±0.002288 test-auc:0.811758±0.006725 
[3819]  train-auc:0.854648±0.002287 test-auc:0.811753±0.006726 
[3820]  train-auc:0.854657±0.002290 test-auc:0.811752±0.006720 
[3821]  train-auc:0.854665±0.002291 test-auc:0.811754±0.006724 
[3822]  train-auc:0.854671±0.002293 test-auc:0.811764±0.006721 
[3823]  train-auc:0.854678±0.002296 test-auc:0.811762±0.006718 
[3824]  train-auc:0.854681±0.002297 test-auc:0.811756±0.006716 
[3825]  train-auc:0.854688±0.002299 test-auc:0.811759±0.006721 
[3826]  train-auc:0.854694±0.002302 test-auc:0.811760±0.006723 
[3827]  train-auc:0.854702±0.002301 test-auc:0.811763±0.006724 
[3828]  train-auc:0.854708±0.002304 test-auc:0.811761±0.006727 
[3829]  train-auc:0.854716±0.002306 test-auc:0.811765±0.006735 
[3830]  train-auc:0.854722±0.002306 test-auc:0.811761±0.006740 
[3831]  train-auc:0.854725±0.002308 test-auc:0.811766±0.006741 
[3832]  train-auc:0.854729±0.002309 test-auc:0.811765±0.006736 
[3833]  train-auc:0.854735±0.002311 test-auc:0.811764±0.006742 
[3834]  train-auc:0.854739±0.002310 test-auc:0.811762±0.006744 
[3835]  train-auc:0.854744±0.002312 test-auc:0.811767±0.006737 
[3836]  train-auc:0.854750±0.002313 test-auc:0.811770±0.006729 
[3837]  train-auc:0.854756±0.002314 test-auc:0.811766±0.006731 
[3838]  train-auc:0.854763±0.002315 test-auc:0.811767±0.006734 
[3839]  train-auc:0.854768±0.002316 test-auc:0.811767±0.006731 
[3840]  train-auc:0.854774±0.002318 test-auc:0.811769±0.006727 
[3841]  train-auc:0.854781±0.002319 test-auc:0.811765±0.006735 
[3842]  train-auc:0.854786±0.002323 test-auc:0.811767±0.006743 
[3843]  train-auc:0.854793±0.002322 test-auc:0.811763±0.006745 
[3844]  train-auc:0.854804±0.002325 test-auc:0.811769±0.006742 
[3845]  train-auc:0.854812±0.002328 test-auc:0.811776±0.006753 
[3846]  train-auc:0.854819±0.002330 test-auc:0.811767±0.006749 
[3847]  train-auc:0.854824±0.002332 test-auc:0.811760±0.006746 
[3848]  train-auc:0.854831±0.002335 test-auc:0.811754±0.006743 
[3849]  train-auc:0.854841±0.002340 test-auc:0.811761±0.006748 
[3850]  train-auc:0.854846±0.002340 test-auc:0.811767±0.006739 
[3851]  train-auc:0.854852±0.002344 test-auc:0.811766±0.006740 
[3852]  train-auc:0.854857±0.002343 test-auc:0.811774±0.006742 
[3853]  train-auc:0.854865±0.002347 test-auc:0.811770±0.006749 
[3854]  train-auc:0.854869±0.002347 test-auc:0.811768±0.006758 
[3855]  train-auc:0.854875±0.002349 test-auc:0.811765±0.006756 
[3856]  train-auc:0.854880±0.002350 test-auc:0.811760±0.006749 
[3857]  train-auc:0.854885±0.002350 test-auc:0.811765±0.006755 
[3858]  train-auc:0.854890±0.002349 test-auc:0.811768±0.006752 
[3859]  train-auc:0.854895±0.002352 test-auc:0.811763±0.006753 
[3860]  train-auc:0.854900±0.002354 test-auc:0.811763±0.006757 
[3861]  train-auc:0.854907±0.002355 test-auc:0.811765±0.006755 
[3862]  train-auc:0.854913±0.002358 test-auc:0.811772±0.006753 
[3863]  train-auc:0.854916±0.002358 test-auc:0.811777±0.006755 
[3864]  train-auc:0.854922±0.002360 test-auc:0.811784±0.006760 
[3865]  train-auc:0.854927±0.002360 test-auc:0.811786±0.006744 
[3866]  train-auc:0.854935±0.002365 test-auc:0.811792±0.006762 
[3867]  train-auc:0.854940±0.002365 test-auc:0.811790±0.006752 
[3868]  train-auc:0.854946±0.002367 test-auc:0.811788±0.006741 
[3869]  train-auc:0.854952±0.002368 test-auc:0.811792±0.006743 
[3870]  train-auc:0.854960±0.002369 test-auc:0.811792±0.006749 
[3871]  train-auc:0.854965±0.002371 test-auc:0.811792±0.006750 
[3872]  train-auc:0.854973±0.002371 test-auc:0.811800±0.006729 
[3873]  train-auc:0.854980±0.002373 test-auc:0.811809±0.006725 
[3874]  train-auc:0.854984±0.002372 test-auc:0.811812±0.006730 
[3875]  train-auc:0.854992±0.002374 test-auc:0.811814±0.006719 
[3876]  train-auc:0.854999±0.002374 test-auc:0.811817±0.006720 
[3877]  train-auc:0.855003±0.002371 test-auc:0.811815±0.006719 
[3878]  train-auc:0.855006±0.002372 test-auc:0.811814±0.006720 
[3879]  train-auc:0.855011±0.002377 test-auc:0.811816±0.006722 
[3880]  train-auc:0.855018±0.002380 test-auc:0.811822±0.006721 
[3881]  train-auc:0.855024±0.002381 test-auc:0.811810±0.006726 
[3882]  train-auc:0.855032±0.002380 test-auc:0.811813±0.006721 
[3883]  train-auc:0.855040±0.002382 test-auc:0.811824±0.006721 
[3884]  train-auc:0.855043±0.002381 test-auc:0.811826±0.006720 
[3885]  train-auc:0.855048±0.002381 test-auc:0.811828±0.006723 
[3886]  train-auc:0.855052±0.002382 test-auc:0.811824±0.006728 
[3887]  train-auc:0.855058±0.002383 test-auc:0.811833±0.006734 
[3888]  train-auc:0.855063±0.002383 test-auc:0.811837±0.006731 
[3889]  train-auc:0.855072±0.002380 test-auc:0.811839±0.006738 
[3890]  train-auc:0.855075±0.002382 test-auc:0.811837±0.006736 
[3891]  train-auc:0.855084±0.002380 test-auc:0.811836±0.006733 
[3892]  train-auc:0.855092±0.002381 test-auc:0.811837±0.006735 
[3893]  train-auc:0.855097±0.002382 test-auc:0.811847±0.006739 
[3894]  train-auc:0.855105±0.002384 test-auc:0.811857±0.006731 
[3895]  train-auc:0.855110±0.002385 test-auc:0.811853±0.006734 
[3896]  train-auc:0.855113±0.002387 test-auc:0.811853±0.006732 
[3897]  train-auc:0.855118±0.002386 test-auc:0.811852±0.006730 
[3898]  train-auc:0.855123±0.002389 test-auc:0.811864±0.006729 
[3899]  train-auc:0.855131±0.002390 test-auc:0.811872±0.006733 
[3900]  train-auc:0.855136±0.002389 test-auc:0.811870±0.006735 
[3901]  train-auc:0.855141±0.002390 test-auc:0.811870±0.006738 
[3902]  train-auc:0.855145±0.002389 test-auc:0.811873±0.006740 
[3903]  train-auc:0.855150±0.002391 test-auc:0.811871±0.006740 
[3904]  train-auc:0.855154±0.002388 test-auc:0.811879±0.006742 
[3905]  train-auc:0.855159±0.002390 test-auc:0.811875±0.006739 
[3906]  train-auc:0.855167±0.002388 test-auc:0.811877±0.006732 
[3907]  train-auc:0.855172±0.002391 test-auc:0.811868±0.006725 
[3908]  train-auc:0.855180±0.002387 test-auc:0.811866±0.006732 
[3909]  train-auc:0.855188±0.002388 test-auc:0.811858±0.006729 
[3910]  train-auc:0.855195±0.002386 test-auc:0.811861±0.006732 
[3911]  train-auc:0.855200±0.002385 test-auc:0.811862±0.006739 
[3912]  train-auc:0.855205±0.002380 test-auc:0.811860±0.006734 
[3913]  train-auc:0.855209±0.002380 test-auc:0.811865±0.006748 
[3914]  train-auc:0.855215±0.002382 test-auc:0.811876±0.006756 
[3915]  train-auc:0.855220±0.002383 test-auc:0.811874±0.006762 
[3916]  train-auc:0.855224±0.002383 test-auc:0.811882±0.006759 
[3917]  train-auc:0.855229±0.002385 test-auc:0.811873±0.006757 
[3918]  train-auc:0.855236±0.002385 test-auc:0.811869±0.006763 
[3919]  train-auc:0.855243±0.002385 test-auc:0.811873±0.006753 
[3920]  train-auc:0.855247±0.002385 test-auc:0.811871±0.006757 
[3921]  train-auc:0.855254±0.002385 test-auc:0.811873±0.006761 
[3922]  train-auc:0.855260±0.002385 test-auc:0.811886±0.006769 
[3923]  train-auc:0.855264±0.002387 test-auc:0.811885±0.006770 
[3924]  train-auc:0.855269±0.002390 test-auc:0.811887±0.006766 
[3925]  train-auc:0.855273±0.002390 test-auc:0.811882±0.006770 
[3926]  train-auc:0.855277±0.002391 test-auc:0.811875±0.006766 
[3927]  train-auc:0.855283±0.002392 test-auc:0.811871±0.006768 
[3928]  train-auc:0.855287±0.002392 test-auc:0.811880±0.006776 
[3929]  train-auc:0.855292±0.002392 test-auc:0.811884±0.006781 
[3930]  train-auc:0.855299±0.002390 test-auc:0.811885±0.006789 
[3931]  train-auc:0.855303±0.002388 test-auc:0.811888±0.006791 
[3932]  train-auc:0.855306±0.002388 test-auc:0.811895±0.006791 
[3933]  train-auc:0.855309±0.002388 test-auc:0.811889±0.006795 
[3934]  train-auc:0.855316±0.002381 test-auc:0.811887±0.006789 
[3935]  train-auc:0.855322±0.002381 test-auc:0.811893±0.006794 
[3936]  train-auc:0.855329±0.002383 test-auc:0.811896±0.006794 
[3937]  train-auc:0.855335±0.002382 test-auc:0.811892±0.006794 
[3938]  train-auc:0.855341±0.002384 test-auc:0.811887±0.006792 
[3939]  train-auc:0.855345±0.002388 test-auc:0.811887±0.006800 
[3940]  train-auc:0.855352±0.002389 test-auc:0.811885±0.006791 
[3941]  train-auc:0.855357±0.002393 test-auc:0.811886±0.006795 
[3942]  train-auc:0.855364±0.002392 test-auc:0.811883±0.006789 
[3943]  train-auc:0.855371±0.002393 test-auc:0.811879±0.006788 
[3944]  train-auc:0.855375±0.002393 test-auc:0.811885±0.006793 
[3945]  train-auc:0.855381±0.002391 test-auc:0.811883±0.006787 
[3946]  train-auc:0.855390±0.002388 test-auc:0.811887±0.006791 
[3947]  train-auc:0.855398±0.002384 test-auc:0.811895±0.006798 
[3948]  train-auc:0.855402±0.002386 test-auc:0.811886±0.006802 
[3949]  train-auc:0.855409±0.002387 test-auc:0.811890±0.006801 
[3950]  train-auc:0.855415±0.002387 test-auc:0.811890±0.006799 
[3951]  train-auc:0.855423±0.002387 test-auc:0.811894±0.006805 
[3952]  train-auc:0.855430±0.002382 test-auc:0.811894±0.006807 
[3953]  train-auc:0.855437±0.002378 test-auc:0.811904±0.006806 
[3954]  train-auc:0.855445±0.002373 test-auc:0.811911±0.006805 
[3955]  train-auc:0.855450±0.002373 test-auc:0.811907±0.006803 
[3956]  train-auc:0.855457±0.002366 test-auc:0.811899±0.006808 
[3957]  train-auc:0.855465±0.002365 test-auc:0.811905±0.006802 
[3958]  train-auc:0.855472±0.002367 test-auc:0.811913±0.006794 
[3959]  train-auc:0.855480±0.002365 test-auc:0.811916±0.006788 
[3960]  train-auc:0.855485±0.002362 test-auc:0.811921±0.006794 
[3961]  train-auc:0.855494±0.002356 test-auc:0.811917±0.006797 
[3962]  train-auc:0.855498±0.002355 test-auc:0.811916±0.006788 
[3963]  train-auc:0.855506±0.002352 test-auc:0.811922±0.006790 
[3964]  train-auc:0.855511±0.002355 test-auc:0.811924±0.006783 
[3965]  train-auc:0.855517±0.002347 test-auc:0.811922±0.006783 
[3966]  train-auc:0.855522±0.002349 test-auc:0.811928±0.006779 
[3967]  train-auc:0.855527±0.002348 test-auc:0.811930±0.006789 
[3968]  train-auc:0.855533±0.002348 test-auc:0.811929±0.006791 
[3969]  train-auc:0.855537±0.002349 test-auc:0.811934±0.006783 
[3970]  train-auc:0.855547±0.002350 test-auc:0.811943±0.006780 
[3971]  train-auc:0.855552±0.002348 test-auc:0.811949±0.006779 
[3972]  train-auc:0.855555±0.002348 test-auc:0.811944±0.006790 
[3973]  train-auc:0.855562±0.002349 test-auc:0.811947±0.006793 
[3974]  train-auc:0.855569±0.002350 test-auc:0.811948±0.006795 
[3975]  train-auc:0.855577±0.002349 test-auc:0.811941±0.006801 
[3976]  train-auc:0.855584±0.002350 test-auc:0.811933±0.006802 
[3977]  train-auc:0.855591±0.002352 test-auc:0.811935±0.006805 
[3978]  train-auc:0.855593±0.002353 test-auc:0.811932±0.006798 
[3979]  train-auc:0.855600±0.002354 test-auc:0.811933±0.006806 
[3980]  train-auc:0.855608±0.002355 test-auc:0.811939±0.006810 
[3981]  train-auc:0.855612±0.002358 test-auc:0.811939±0.006811 
[3982]  train-auc:0.855620±0.002360 test-auc:0.811944±0.006812 
[3983]  train-auc:0.855627±0.002356 test-auc:0.811945±0.006808 
[3984]  train-auc:0.855634±0.002353 test-auc:0.811943±0.006800 
[3985]  train-auc:0.855639±0.002356 test-auc:0.811940±0.006795 
[3986]  train-auc:0.855649±0.002357 test-auc:0.811947±0.006795 
[3987]  train-auc:0.855656±0.002358 test-auc:0.811948±0.006797 
[3988]  train-auc:0.855659±0.002358 test-auc:0.811950±0.006795 
[3989]  train-auc:0.855665±0.002361 test-auc:0.811949±0.006798 
[3990]  train-auc:0.855672±0.002362 test-auc:0.811953±0.006798 
[3991]  train-auc:0.855684±0.002364 test-auc:0.811958±0.006806 
[3992]  train-auc:0.855693±0.002356 test-auc:0.811956±0.006800 
[3993]  train-auc:0.855702±0.002356 test-auc:0.811960±0.006798 
[3994]  train-auc:0.855711±0.002361 test-auc:0.811957±0.006798 
[3995]  train-auc:0.855720±0.002358 test-auc:0.811957±0.006799 
[3996]  train-auc:0.855728±0.002353 test-auc:0.811957±0.006794 
[3997]  train-auc:0.855736±0.002351 test-auc:0.811960±0.006788 
[3998]  train-auc:0.855741±0.002351 test-auc:0.811955±0.006785 
[3999]  train-auc:0.855750±0.002352 test-auc:0.811953±0.006786 
[4000]  train-auc:0.855758±0.002349 test-auc:0.811951±0.006784 
[4001]  train-auc:0.855764±0.002344 test-auc:0.811940±0.006783 
[4002]  train-auc:0.855772±0.002340 test-auc:0.811938±0.006777 
[4003]  train-auc:0.855779±0.002338 test-auc:0.811950±0.006769 
[4004]  train-auc:0.855784±0.002340 test-auc:0.811949±0.006769 
[4005]  train-auc:0.855790±0.002345 test-auc:0.811956±0.006774 
[4006]  train-auc:0.855796±0.002346 test-auc:0.811956±0.006774 
[4007]  train-auc:0.855802±0.002347 test-auc:0.811959±0.006785 
[4008]  train-auc:0.855812±0.002349 test-auc:0.811965±0.006786 
[4009]  train-auc:0.855820±0.002347 test-auc:0.811969±0.006782 
[4010]  train-auc:0.855826±0.002345 test-auc:0.811977±0.006786 
[4011]  train-auc:0.855835±0.002342 test-auc:0.811976±0.006788 
[4012]  train-auc:0.855844±0.002339 test-auc:0.811979±0.006792 
[4013]  train-auc:0.855852±0.002336 test-auc:0.811981±0.006784 
[4014]  train-auc:0.855856±0.002334 test-auc:0.811986±0.006796 
[4015]  train-auc:0.855862±0.002333 test-auc:0.811999±0.006798 
[4016]  train-auc:0.855870±0.002327 test-auc:0.811996±0.006798 
[4017]  train-auc:0.855876±0.002327 test-auc:0.812000±0.006808 
[4018]  train-auc:0.855880±0.002329 test-auc:0.812005±0.006803 
[4019]  train-auc:0.855887±0.002326 test-auc:0.812011±0.006798 
[4020]  train-auc:0.855896±0.002324 test-auc:0.812000±0.006792 
[4021]  train-auc:0.855902±0.002325 test-auc:0.812005±0.006796 
[4022]  train-auc:0.855904±0.002325 test-auc:0.812004±0.006798 
[4023]  train-auc:0.855909±0.002325 test-auc:0.812014±0.006792 
[4024]  train-auc:0.855915±0.002323 test-auc:0.812017±0.006788 
[4025]  train-auc:0.855924±0.002326 test-auc:0.812013±0.006786 
[4026]  train-auc:0.855931±0.002328 test-auc:0.812018±0.006797 
[4027]  train-auc:0.855939±0.002324 test-auc:0.812027±0.006796 
[4028]  train-auc:0.855944±0.002324 test-auc:0.812024±0.006802 
[4029]  train-auc:0.855949±0.002324 test-auc:0.812029±0.006802 
[4030]  train-auc:0.855954±0.002324 test-auc:0.812040±0.006803 
[4031]  train-auc:0.855961±0.002327 test-auc:0.812043±0.006814 
[4032]  train-auc:0.855966±0.002328 test-auc:0.812038±0.006817 
[4033]  train-auc:0.855970±0.002326 test-auc:0.812040±0.006818 
[4034]  train-auc:0.855976±0.002329 test-auc:0.812041±0.006814 
[4035]  train-auc:0.855980±0.002332 test-auc:0.812042±0.006806 
[4036]  train-auc:0.855984±0.002332 test-auc:0.812041±0.006800 
[4037]  train-auc:0.855992±0.002333 test-auc:0.812037±0.006806 
[4038]  train-auc:0.855998±0.002331 test-auc:0.812039±0.006800 
[4039]  train-auc:0.856004±0.002335 test-auc:0.812033±0.006792 
[4040]  train-auc:0.856008±0.002336 test-auc:0.812040±0.006796 
[4041]  train-auc:0.856013±0.002336 test-auc:0.812048±0.006802 
[4042]  train-auc:0.856019±0.002339 test-auc:0.812049±0.006803 
[4043]  train-auc:0.856025±0.002338 test-auc:0.812050±0.006801 
[4044]  train-auc:0.856030±0.002337 test-auc:0.812042±0.006802 
[4045]  train-auc:0.856036±0.002339 test-auc:0.812048±0.006804 
[4046]  train-auc:0.856045±0.002341 test-auc:0.812050±0.006799 
[4047]  train-auc:0.856050±0.002341 test-auc:0.812051±0.006805 
[4048]  train-auc:0.856054±0.002341 test-auc:0.812057±0.006811 
[4049]  train-auc:0.856060±0.002340 test-auc:0.812061±0.006812 
[4050]  train-auc:0.856066±0.002342 test-auc:0.812063±0.006811 
[4051]  train-auc:0.856069±0.002341 test-auc:0.812060±0.006805 
[4052]  train-auc:0.856074±0.002340 test-auc:0.812059±0.006808 
[4053]  train-auc:0.856082±0.002342 test-auc:0.812058±0.006816 
[4054]  train-auc:0.856088±0.002342 test-auc:0.812058±0.006817 
[4055]  train-auc:0.856091±0.002344 test-auc:0.812060±0.006816 
[4056]  train-auc:0.856100±0.002348 test-auc:0.812061±0.006816 
[4057]  train-auc:0.856106±0.002349 test-auc:0.812065±0.006816 
[4058]  train-auc:0.856112±0.002352 test-auc:0.812067±0.006811 
[4059]  train-auc:0.856117±0.002352 test-auc:0.812075±0.006815 
[4060]  train-auc:0.856123±0.002352 test-auc:0.812075±0.006799 
[4061]  train-auc:0.856129±0.002353 test-auc:0.812076±0.006804 
[4062]  train-auc:0.856134±0.002353 test-auc:0.812073±0.006807 
[4063]  train-auc:0.856138±0.002352 test-auc:0.812079±0.006804 
[4064]  train-auc:0.856143±0.002352 test-auc:0.812089±0.006803 
[4065]  train-auc:0.856147±0.002352 test-auc:0.812092±0.006814 
[4066]  train-auc:0.856151±0.002351 test-auc:0.812096±0.006813 
[4067]  train-auc:0.856160±0.002351 test-auc:0.812095±0.006812 
[4068]  train-auc:0.856168±0.002352 test-auc:0.812092±0.006812 
[4069]  train-auc:0.856174±0.002354 test-auc:0.812092±0.006812 
[4070]  train-auc:0.856178±0.002356 test-auc:0.812092±0.006813 
[4071]  train-auc:0.856183±0.002360 test-auc:0.812093±0.006814 
[4072]  train-auc:0.856185±0.002361 test-auc:0.812090±0.006810 
[4073]  train-auc:0.856192±0.002357 test-auc:0.812092±0.006815 
[4074]  train-auc:0.856196±0.002358 test-auc:0.812093±0.006816 
[4075]  train-auc:0.856201±0.002361 test-auc:0.812089±0.006813 
[4076]  train-auc:0.856206±0.002359 test-auc:0.812085±0.006811 
[4077]  train-auc:0.856212±0.002358 test-auc:0.812091±0.006809 
[4078]  train-auc:0.856219±0.002358 test-auc:0.812093±0.006804 
[4079]  train-auc:0.856222±0.002358 test-auc:0.812092±0.006807 
[4080]  train-auc:0.856229±0.002357 test-auc:0.812101±0.006795 
[4081]  train-auc:0.856234±0.002357 test-auc:0.812099±0.006798 
[4082]  train-auc:0.856245±0.002360 test-auc:0.812097±0.006799 
[4083]  train-auc:0.856254±0.002363 test-auc:0.812102±0.006803 
[4084]  train-auc:0.856259±0.002362 test-auc:0.812105±0.006798 
[4085]  train-auc:0.856264±0.002365 test-auc:0.812104±0.006793 
[4086]  train-auc:0.856269±0.002366 test-auc:0.812105±0.006792 
[4087]  train-auc:0.856274±0.002366 test-auc:0.812106±0.006794 
[4088]  train-auc:0.856279±0.002368 test-auc:0.812098±0.006793 
[4089]  train-auc:0.856285±0.002371 test-auc:0.812097±0.006794 
[4090]  train-auc:0.856290±0.002372 test-auc:0.812102±0.006796 
[4091]  train-auc:0.856296±0.002371 test-auc:0.812108±0.006790 
[4092]  train-auc:0.856303±0.002373 test-auc:0.812108±0.006790 
[4093]  train-auc:0.856309±0.002372 test-auc:0.812106±0.006782 
[4094]  train-auc:0.856313±0.002372 test-auc:0.812111±0.006782 
[4095]  train-auc:0.856318±0.002369 test-auc:0.812103±0.006784 
[4096]  train-auc:0.856326±0.002364 test-auc:0.812109±0.006786 
[4097]  train-auc:0.856336±0.002358 test-auc:0.812107±0.006785 
[4098]  train-auc:0.856342±0.002357 test-auc:0.812106±0.006775 
[4099]  train-auc:0.856348±0.002360 test-auc:0.812098±0.006774 
[4100]  train-auc:0.856351±0.002361 test-auc:0.812096±0.006783 
[4101]  train-auc:0.856354±0.002363 test-auc:0.812100±0.006785 
[4102]  train-auc:0.856363±0.002365 test-auc:0.812098±0.006794 
[4103]  train-auc:0.856369±0.002368 test-auc:0.812101±0.006785 
[4104]  train-auc:0.856373±0.002368 test-auc:0.812105±0.006783 
[4105]  train-auc:0.856380±0.002372 test-auc:0.812100±0.006784 
[4106]  train-auc:0.856386±0.002374 test-auc:0.812099±0.006781 
[4107]  train-auc:0.856393±0.002375 test-auc:0.812107±0.006783 
[4108]  train-auc:0.856397±0.002377 test-auc:0.812114±0.006792 
[4109]  train-auc:0.856405±0.002376 test-auc:0.812115±0.006784 
[4110]  train-auc:0.856414±0.002380 test-auc:0.812117±0.006786 
[4111]  train-auc:0.856419±0.002381 test-auc:0.812125±0.006785 
[4112]  train-auc:0.856421±0.002381 test-auc:0.812129±0.006787 
[4113]  train-auc:0.856426±0.002381 test-auc:0.812128±0.006788 
[4114]  train-auc:0.856431±0.002382 test-auc:0.812117±0.006792 
[4115]  train-auc:0.856439±0.002380 test-auc:0.812118±0.006800 
[4116]  train-auc:0.856446±0.002381 test-auc:0.812110±0.006788 
[4117]  train-auc:0.856455±0.002375 test-auc:0.812116±0.006785 
[4118]  train-auc:0.856462±0.002371 test-auc:0.812122±0.006784 
[4119]  train-auc:0.856468±0.002373 test-auc:0.812124±0.006795 
[4120]  train-auc:0.856477±0.002368 test-auc:0.812126±0.006781 
[4121]  train-auc:0.856485±0.002367 test-auc:0.812129±0.006780 
[4122]  train-auc:0.856490±0.002367 test-auc:0.812132±0.006786 
[4123]  train-auc:0.856496±0.002368 test-auc:0.812126±0.006780 
[4124]  train-auc:0.856502±0.002371 test-auc:0.812125±0.006783 
[4125]  train-auc:0.856508±0.002370 test-auc:0.812132±0.006784 
[4126]  train-auc:0.856515±0.002372 test-auc:0.812131±0.006786 
[4127]  train-auc:0.856520±0.002371 test-auc:0.812130±0.006787 
[4128]  train-auc:0.856528±0.002371 test-auc:0.812143±0.006778 
[4129]  train-auc:0.856535±0.002372 test-auc:0.812150±0.006772 
[4130]  train-auc:0.856542±0.002371 test-auc:0.812160±0.006765 
[4131]  train-auc:0.856548±0.002375 test-auc:0.812153±0.006765 
[4132]  train-auc:0.856554±0.002374 test-auc:0.812162±0.006759 
[4133]  train-auc:0.856558±0.002374 test-auc:0.812157±0.006764 
[4134]  train-auc:0.856566±0.002376 test-auc:0.812161±0.006768 
[4135]  train-auc:0.856572±0.002376 test-auc:0.812166±0.006764 
[4136]  train-auc:0.856577±0.002376 test-auc:0.812159±0.006765 
[4137]  train-auc:0.856584±0.002376 test-auc:0.812165±0.006766 
[4138]  train-auc:0.856589±0.002376 test-auc:0.812162±0.006756 
[4139]  train-auc:0.856595±0.002379 test-auc:0.812162±0.006758 
[4140]  train-auc:0.856601±0.002380 test-auc:0.812158±0.006755 
[4141]  train-auc:0.856608±0.002384 test-auc:0.812158±0.006761 
[4142]  train-auc:0.856614±0.002387 test-auc:0.812150±0.006759 
[4143]  train-auc:0.856618±0.002387 test-auc:0.812144±0.006751 
[4144]  train-auc:0.856622±0.002388 test-auc:0.812144±0.006748 
[4145]  train-auc:0.856628±0.002386 test-auc:0.812144±0.006750 
[4146]  train-auc:0.856634±0.002387 test-auc:0.812148±0.006744 
[4147]  train-auc:0.856644±0.002387 test-auc:0.812151±0.006737 
[4148]  train-auc:0.856650±0.002385 test-auc:0.812157±0.006730 
[4149]  train-auc:0.856660±0.002386 test-auc:0.812154±0.006730 
[4150]  train-auc:0.856663±0.002387 test-auc:0.812155±0.006724 
[4151]  train-auc:0.856669±0.002391 test-auc:0.812152±0.006727 
[4152]  train-auc:0.856674±0.002393 test-auc:0.812160±0.006734 
[4153]  train-auc:0.856679±0.002394 test-auc:0.812160±0.006738 
[4154]  train-auc:0.856684±0.002394 test-auc:0.812156±0.006741 
[4155]  train-auc:0.856692±0.002393 test-auc:0.812154±0.006743 
[4156]  train-auc:0.856703±0.002388 test-auc:0.812172±0.006729 
[4157]  train-auc:0.856712±0.002387 test-auc:0.812172±0.006732 
[4158]  train-auc:0.856720±0.002389 test-auc:0.812164±0.006732 
[4159]  train-auc:0.856729±0.002388 test-auc:0.812164±0.006738 
[4160]  train-auc:0.856733±0.002388 test-auc:0.812168±0.006729 
[4161]  train-auc:0.856741±0.002387 test-auc:0.812165±0.006727 
[4162]  train-auc:0.856749±0.002391 test-auc:0.812167±0.006726 
[4163]  train-auc:0.856758±0.002393 test-auc:0.812167±0.006727 
[4164]  train-auc:0.856763±0.002393 test-auc:0.812163±0.006731 
[4165]  train-auc:0.856771±0.002395 test-auc:0.812172±0.006738 
[4166]  train-auc:0.856777±0.002396 test-auc:0.812163±0.006736 
[4167]  train-auc:0.856781±0.002395 test-auc:0.812162±0.006735 
[4168]  train-auc:0.856784±0.002395 test-auc:0.812163±0.006727 
[4169]  train-auc:0.856789±0.002393 test-auc:0.812153±0.006724 
[4170]  train-auc:0.856795±0.002394 test-auc:0.812153±0.006718 
[4171]  train-auc:0.856801±0.002395 test-auc:0.812150±0.006716 
[4172]  train-auc:0.856806±0.002394 test-auc:0.812153±0.006721 
[4173]  train-auc:0.856812±0.002398 test-auc:0.812159±0.006711 
[4174]  train-auc:0.856817±0.002399 test-auc:0.812160±0.006717 
[4175]  train-auc:0.856824±0.002401 test-auc:0.812160±0.006716 
[4176]  train-auc:0.856831±0.002404 test-auc:0.812162±0.006719 
[4177]  train-auc:0.856839±0.002402 test-auc:0.812163±0.006728 
[4178]  train-auc:0.856846±0.002402 test-auc:0.812166±0.006725 
[4179]  train-auc:0.856855±0.002403 test-auc:0.812160±0.006721 
[4180]  train-auc:0.856862±0.002403 test-auc:0.812159±0.006715 
[4181]  train-auc:0.856870±0.002403 test-auc:0.812154±0.006725 
[4182]  train-auc:0.856875±0.002404 test-auc:0.812150±0.006722 
[4183]  train-auc:0.856883±0.002407 test-auc:0.812147±0.006723 
[4184]  train-auc:0.856891±0.002410 test-auc:0.812157±0.006724 
[4185]  train-auc:0.856900±0.002414 test-auc:0.812158±0.006715 
[4186]  train-auc:0.856904±0.002414 test-auc:0.812157±0.006709 
[4187]  train-auc:0.856907±0.002415 test-auc:0.812155±0.006706 
[4188]  train-auc:0.856917±0.002418 test-auc:0.812155±0.006711 
[4189]  train-auc:0.856923±0.002422 test-auc:0.812156±0.006715 
[4190]  train-auc:0.856929±0.002425 test-auc:0.812157±0.006721 
[4191]  train-auc:0.856934±0.002422 test-auc:0.812158±0.006723 
[4192]  train-auc:0.856946±0.002424 test-auc:0.812166±0.006721 
[4193]  train-auc:0.856951±0.002426 test-auc:0.812170±0.006732 
[4194]  train-auc:0.856957±0.002429 test-auc:0.812169±0.006735 
[4195]  train-auc:0.856966±0.002430 test-auc:0.812173±0.006744 
[4196]  train-auc:0.856972±0.002429 test-auc:0.812171±0.006739 
[4197]  train-auc:0.856976±0.002430 test-auc:0.812170±0.006741 
[4198]  train-auc:0.856979±0.002428 test-auc:0.812169±0.006737 
[4199]  train-auc:0.856983±0.002430 test-auc:0.812172±0.006742 
[4200]  train-auc:0.856990±0.002429 test-auc:0.812170±0.006738 
[4201]  train-auc:0.856994±0.002429 test-auc:0.812179±0.006747 
[4202]  train-auc:0.856996±0.002430 test-auc:0.812177±0.006754 
[4203]  train-auc:0.857001±0.002431 test-auc:0.812180±0.006760 
[4204]  train-auc:0.857006±0.002433 test-auc:0.812190±0.006756 
[4205]  train-auc:0.857012±0.002432 test-auc:0.812193±0.006761 
[4206]  train-auc:0.857021±0.002430 test-auc:0.812201±0.006755 
[4207]  train-auc:0.857025±0.002431 test-auc:0.812198±0.006754 
[4208]  train-auc:0.857032±0.002429 test-auc:0.812206±0.006749 
[4209]  train-auc:0.857041±0.002426 test-auc:0.812209±0.006746 
[4210]  train-auc:0.857048±0.002431 test-auc:0.812206±0.006747 
[4211]  train-auc:0.857054±0.002431 test-auc:0.812209±0.006746 
[4212]  train-auc:0.857061±0.002434 test-auc:0.812215±0.006751 
[4213]  train-auc:0.857068±0.002433 test-auc:0.812211±0.006755 
[4214]  train-auc:0.857074±0.002434 test-auc:0.812206±0.006758 
[4215]  train-auc:0.857082±0.002434 test-auc:0.812212±0.006754 
[4216]  train-auc:0.857088±0.002433 test-auc:0.812215±0.006757 
[4217]  train-auc:0.857097±0.002438 test-auc:0.812215±0.006755 
[4218]  train-auc:0.857104±0.002439 test-auc:0.812218±0.006748 
[4219]  train-auc:0.857112±0.002440 test-auc:0.812223±0.006751 
[4220]  train-auc:0.857116±0.002441 test-auc:0.812215±0.006756 
[4221]  train-auc:0.857122±0.002439 test-auc:0.812212±0.006755 
[4222]  train-auc:0.857127±0.002438 test-auc:0.812215±0.006754 
[4223]  train-auc:0.857132±0.002438 test-auc:0.812218±0.006752 
[4224]  train-auc:0.857138±0.002438 test-auc:0.812220±0.006755 
[4225]  train-auc:0.857147±0.002441 test-auc:0.812220±0.006759 
[4226]  train-auc:0.857153±0.002440 test-auc:0.812219±0.006749 
[4227]  train-auc:0.857157±0.002436 test-auc:0.812215±0.006741 
[4228]  train-auc:0.857168±0.002435 test-auc:0.812216±0.006744 
[4229]  train-auc:0.857177±0.002430 test-auc:0.812225±0.006742 
[4230]  train-auc:0.857181±0.002432 test-auc:0.812224±0.006736 
[4231]  train-auc:0.857191±0.002435 test-auc:0.812222±0.006738 
[4232]  train-auc:0.857196±0.002437 test-auc:0.812224±0.006740 
[4233]  train-auc:0.857207±0.002443 test-auc:0.812232±0.006742 
[4234]  train-auc:0.857218±0.002438 test-auc:0.812230±0.006740 
[4235]  train-auc:0.857223±0.002439 test-auc:0.812235±0.006745 
[4236]  train-auc:0.857229±0.002440 test-auc:0.812231±0.006744 
[4237]  train-auc:0.857236±0.002439 test-auc:0.812229±0.006739 
[4238]  train-auc:0.857242±0.002435 test-auc:0.812225±0.006735 
[4239]  train-auc:0.857246±0.002436 test-auc:0.812219±0.006729 
[4240]  train-auc:0.857253±0.002433 test-auc:0.812215±0.006736 
[4241]  train-auc:0.857258±0.002432 test-auc:0.812220±0.006746 
[4242]  train-auc:0.857260±0.002432 test-auc:0.812227±0.006748 
[4243]  train-auc:0.857270±0.002435 test-auc:0.812249±0.006755 
[4244]  train-auc:0.857280±0.002438 test-auc:0.812263±0.006742 
[4245]  train-auc:0.857285±0.002438 test-auc:0.812266±0.006737 
[4246]  train-auc:0.857290±0.002439 test-auc:0.812270±0.006745 
[4247]  train-auc:0.857296±0.002440 test-auc:0.812277±0.006743 
[4248]  train-auc:0.857305±0.002435 test-auc:0.812272±0.006755 
[4249]  train-auc:0.857313±0.002440 test-auc:0.812281±0.006749 
[4250]  train-auc:0.857320±0.002441 test-auc:0.812290±0.006744 
[4251]  train-auc:0.857332±0.002444 test-auc:0.812284±0.006739 
[4252]  train-auc:0.857339±0.002445 test-auc:0.812290±0.006741 
[4253]  train-auc:0.857348±0.002440 test-auc:0.812285±0.006734 
[4254]  train-auc:0.857355±0.002440 test-auc:0.812284±0.006733 
[4255]  train-auc:0.857359±0.002442 test-auc:0.812282±0.006732 
[4256]  train-auc:0.857366±0.002442 test-auc:0.812281±0.006740 
[4257]  train-auc:0.857373±0.002447 test-auc:0.812281±0.006736 
[4258]  train-auc:0.857377±0.002448 test-auc:0.812279±0.006729 
[4259]  train-auc:0.857387±0.002452 test-auc:0.812279±0.006731 
[4260]  train-auc:0.857393±0.002451 test-auc:0.812290±0.006726 
[4261]  train-auc:0.857397±0.002450 test-auc:0.812293±0.006721 
[4262]  train-auc:0.857403±0.002453 test-auc:0.812294±0.006718 
[4263]  train-auc:0.857409±0.002456 test-auc:0.812295±0.006716 
[4264]  train-auc:0.857416±0.002459 test-auc:0.812296±0.006724 
[4265]  train-auc:0.857422±0.002462 test-auc:0.812298±0.006731 
[4266]  train-auc:0.857429±0.002460 test-auc:0.812298±0.006729 
[4267]  train-auc:0.857438±0.002463 test-auc:0.812300±0.006729 
[4268]  train-auc:0.857444±0.002467 test-auc:0.812301±0.006724 
[4269]  train-auc:0.857452±0.002466 test-auc:0.812304±0.006721 
[4270]  train-auc:0.857457±0.002470 test-auc:0.812315±0.006715 
[4271]  train-auc:0.857466±0.002472 test-auc:0.812305±0.006720 
[4272]  train-auc:0.857471±0.002470 test-auc:0.812315±0.006719 
[4273]  train-auc:0.857475±0.002470 test-auc:0.812311±0.006720 
[4274]  train-auc:0.857484±0.002467 test-auc:0.812311±0.006726 
[4275]  train-auc:0.857492±0.002463 test-auc:0.812319±0.006733 
[4276]  train-auc:0.857496±0.002464 test-auc:0.812314±0.006735 
[4277]  train-auc:0.857505±0.002462 test-auc:0.812319±0.006744 
[4278]  train-auc:0.857513±0.002463 test-auc:0.812325±0.006742 
[4279]  train-auc:0.857521±0.002459 test-auc:0.812322±0.006758 
[4280]  train-auc:0.857527±0.002453 test-auc:0.812331±0.006741 
[4281]  train-auc:0.857528±0.002454 test-auc:0.812327±0.006736 
[4282]  train-auc:0.857538±0.002456 test-auc:0.812335±0.006738 
[4283]  train-auc:0.857545±0.002458 test-auc:0.812338±0.006744 
[4284]  train-auc:0.857556±0.002454 test-auc:0.812347±0.006743 
[4285]  train-auc:0.857564±0.002457 test-auc:0.812355±0.006740 
[4286]  train-auc:0.857574±0.002463 test-auc:0.812360±0.006744 
[4287]  train-auc:0.857578±0.002463 test-auc:0.812359±0.006737 
[4288]  train-auc:0.857587±0.002459 test-auc:0.812356±0.006739 
[4289]  train-auc:0.857597±0.002464 test-auc:0.812360±0.006733 
[4290]  train-auc:0.857603±0.002462 test-auc:0.812353±0.006719 
[4291]  train-auc:0.857608±0.002462 test-auc:0.812358±0.006723 
[4292]  train-auc:0.857610±0.002461 test-auc:0.812362±0.006727 
[4293]  train-auc:0.857618±0.002457 test-auc:0.812366±0.006744 
[4294]  train-auc:0.857626±0.002453 test-auc:0.812373±0.006743 
[4295]  train-auc:0.857633±0.002454 test-auc:0.812382±0.006749 
[4296]  train-auc:0.857639±0.002449 test-auc:0.812388±0.006747 
[4297]  train-auc:0.857649±0.002449 test-auc:0.812397±0.006742 
[4298]  train-auc:0.857651±0.002447 test-auc:0.812393±0.006746 
[4299]  train-auc:0.857658±0.002447 test-auc:0.812397±0.006746 
[4300]  train-auc:0.857663±0.002448 test-auc:0.812405±0.006758 
[4301]  train-auc:0.857665±0.002449 test-auc:0.812410±0.006757 
[4302]  train-auc:0.857670±0.002454 test-auc:0.812413±0.006759 
[4303]  train-auc:0.857676±0.002451 test-auc:0.812417±0.006763 
[4304]  train-auc:0.857681±0.002453 test-auc:0.812412±0.006758 
[4305]  train-auc:0.857685±0.002450 test-auc:0.812412±0.006754 
[4306]  train-auc:0.857692±0.002447 test-auc:0.812414±0.006752 
[4307]  train-auc:0.857701±0.002446 test-auc:0.812415±0.006759 
[4308]  train-auc:0.857706±0.002448 test-auc:0.812411±0.006755 
[4309]  train-auc:0.857712±0.002452 test-auc:0.812416±0.006758 
[4310]  train-auc:0.857716±0.002454 test-auc:0.812416±0.006751 
[4311]  train-auc:0.857720±0.002453 test-auc:0.812414±0.006750 
[4312]  train-auc:0.857726±0.002454 test-auc:0.812413±0.006749 
[4313]  train-auc:0.857730±0.002455 test-auc:0.812419±0.006755 
[4314]  train-auc:0.857736±0.002453 test-auc:0.812417±0.006757 
[4315]  train-auc:0.857745±0.002460 test-auc:0.812418±0.006758 
[4316]  train-auc:0.857750±0.002461 test-auc:0.812417±0.006756 
[4317]  train-auc:0.857754±0.002460 test-auc:0.812424±0.006750 
[4318]  train-auc:0.857761±0.002457 test-auc:0.812431±0.006744 
[4319]  train-auc:0.857772±0.002453 test-auc:0.812430±0.006750 
[4320]  train-auc:0.857779±0.002452 test-auc:0.812431±0.006748 
[4321]  train-auc:0.857783±0.002452 test-auc:0.812428±0.006749 
[4322]  train-auc:0.857790±0.002452 test-auc:0.812439±0.006751 
[4323]  train-auc:0.857794±0.002454 test-auc:0.812437±0.006759 
[4324]  train-auc:0.857801±0.002454 test-auc:0.812437±0.006764 
[4325]  train-auc:0.857806±0.002453 test-auc:0.812449±0.006764 
[4326]  train-auc:0.857816±0.002452 test-auc:0.812450±0.006772 
[4327]  train-auc:0.857822±0.002456 test-auc:0.812454±0.006774 
[4328]  train-auc:0.857828±0.002453 test-auc:0.812454±0.006775 
[4329]  train-auc:0.857835±0.002450 test-auc:0.812457±0.006771 
[4330]  train-auc:0.857844±0.002447 test-auc:0.812469±0.006777 
[4331]  train-auc:0.857850±0.002446 test-auc:0.812461±0.006762 
[4332]  train-auc:0.857854±0.002446 test-auc:0.812460±0.006766 
[4333]  train-auc:0.857861±0.002445 test-auc:0.812470±0.006777 
[4334]  train-auc:0.857866±0.002446 test-auc:0.812471±0.006788 
[4335]  train-auc:0.857874±0.002446 test-auc:0.812476±0.006784 
[4336]  train-auc:0.857877±0.002448 test-auc:0.812481±0.006781 
[4337]  train-auc:0.857884±0.002445 test-auc:0.812473±0.006785 
[4338]  train-auc:0.857894±0.002441 test-auc:0.812475±0.006774 
[4339]  train-auc:0.857900±0.002442 test-auc:0.812477±0.006781 
[4340]  train-auc:0.857910±0.002441 test-auc:0.812477±0.006784 
[4341]  train-auc:0.857917±0.002440 test-auc:0.812475±0.006781 
[4342]  train-auc:0.857924±0.002436 test-auc:0.812473±0.006777 
[4343]  train-auc:0.857930±0.002434 test-auc:0.812481±0.006788 
[4344]  train-auc:0.857939±0.002433 test-auc:0.812485±0.006791 
[4345]  train-auc:0.857945±0.002430 test-auc:0.812481±0.006788 
[4346]  train-auc:0.857952±0.002429 test-auc:0.812486±0.006789 
[4347]  train-auc:0.857957±0.002428 test-auc:0.812484±0.006795 
[4348]  train-auc:0.857963±0.002430 test-auc:0.812482±0.006795 
[4349]  train-auc:0.857970±0.002429 test-auc:0.812481±0.006793 
[4350]  train-auc:0.857976±0.002429 test-auc:0.812484±0.006792 
[4351]  train-auc:0.857983±0.002427 test-auc:0.812493±0.006796 
[4352]  train-auc:0.857987±0.002426 test-auc:0.812496±0.006800 
[4353]  train-auc:0.857991±0.002427 test-auc:0.812499±0.006792 
[4354]  train-auc:0.857993±0.002428 test-auc:0.812498±0.006798 
[4355]  train-auc:0.858002±0.002426 test-auc:0.812508±0.006806 
[4356]  train-auc:0.858009±0.002429 test-auc:0.812512±0.006799 
[4357]  train-auc:0.858013±0.002429 test-auc:0.812512±0.006797 
[4358]  train-auc:0.858018±0.002431 test-auc:0.812506±0.006790 
[4359]  train-auc:0.858023±0.002431 test-auc:0.812510±0.006793 
[4360]  train-auc:0.858029±0.002431 test-auc:0.812502±0.006790 
[4361]  train-auc:0.858034±0.002431 test-auc:0.812512±0.006801 
[4362]  train-auc:0.858038±0.002436 test-auc:0.812508±0.006806 
[4363]  train-auc:0.858042±0.002434 test-auc:0.812509±0.006806 
[4364]  train-auc:0.858046±0.002436 test-auc:0.812515±0.006809 
[4365]  train-auc:0.858053±0.002436 test-auc:0.812510±0.006803 
[4366]  train-auc:0.858059±0.002438 test-auc:0.812510±0.006805 
[4367]  train-auc:0.858069±0.002433 test-auc:0.812512±0.006815 
[4368]  train-auc:0.858076±0.002427 test-auc:0.812513±0.006820 
[4369]  train-auc:0.858081±0.002428 test-auc:0.812524±0.006824 
[4370]  train-auc:0.858089±0.002430 test-auc:0.812518±0.006820 
[4371]  train-auc:0.858095±0.002431 test-auc:0.812522±0.006820 
[4372]  train-auc:0.858102±0.002432 test-auc:0.812527±0.006828 
[4373]  train-auc:0.858105±0.002432 test-auc:0.812526±0.006832 
[4374]  train-auc:0.858110±0.002433 test-auc:0.812519±0.006828 
[4375]  train-auc:0.858119±0.002426 test-auc:0.812528±0.006834 
[4376]  train-auc:0.858127±0.002428 test-auc:0.812534±0.006831 
[4377]  train-auc:0.858136±0.002426 test-auc:0.812537±0.006833 
[4378]  train-auc:0.858142±0.002423 test-auc:0.812528±0.006835 
[4379]  train-auc:0.858154±0.002424 test-auc:0.812529±0.006841 
[4380]  train-auc:0.858160±0.002424 test-auc:0.812529±0.006842 
[4381]  train-auc:0.858167±0.002424 test-auc:0.812526±0.006844 
[4382]  train-auc:0.858173±0.002421 test-auc:0.812523±0.006853 
[4383]  train-auc:0.858178±0.002418 test-auc:0.812521±0.006847 
[4384]  train-auc:0.858187±0.002423 test-auc:0.812525±0.006841 
[4385]  train-auc:0.858193±0.002420 test-auc:0.812525±0.006843 
[4386]  train-auc:0.858202±0.002422 test-auc:0.812525±0.006844 
[4387]  train-auc:0.858203±0.002422 test-auc:0.812529±0.006849 
[4388]  train-auc:0.858214±0.002423 test-auc:0.812521±0.006845 
[4389]  train-auc:0.858221±0.002426 test-auc:0.812523±0.006842 
[4390]  train-auc:0.858234±0.002429 test-auc:0.812539±0.006856 
[4391]  train-auc:0.858235±0.002429 test-auc:0.812537±0.006858 
[4392]  train-auc:0.858245±0.002424 test-auc:0.812537±0.006856 
[4393]  train-auc:0.858251±0.002428 test-auc:0.812540±0.006865 
[4394]  train-auc:0.858257±0.002427 test-auc:0.812546±0.006868 
[4395]  train-auc:0.858264±0.002427 test-auc:0.812547±0.006859 
[4396]  train-auc:0.858270±0.002418 test-auc:0.812549±0.006860 
[4397]  train-auc:0.858276±0.002415 test-auc:0.812557±0.006865 
[4398]  train-auc:0.858285±0.002409 test-auc:0.812557±0.006864 
[4399]  train-auc:0.858292±0.002406 test-auc:0.812551±0.006861 
[4400]  train-auc:0.858299±0.002409 test-auc:0.812558±0.006859 
[4401]  train-auc:0.858305±0.002410 test-auc:0.812562±0.006871 
[4402]  train-auc:0.858314±0.002405 test-auc:0.812569±0.006860 
[4403]  train-auc:0.858323±0.002396 test-auc:0.812568±0.006869 
[4404]  train-auc:0.858329±0.002398 test-auc:0.812572±0.006867 
[4405]  train-auc:0.858334±0.002396 test-auc:0.812580±0.006862 
[4406]  train-auc:0.858343±0.002397 test-auc:0.812583±0.006859 
[4407]  train-auc:0.858353±0.002399 test-auc:0.812589±0.006859 
[4408]  train-auc:0.858359±0.002401 test-auc:0.812595±0.006854 
[4409]  train-auc:0.858369±0.002404 test-auc:0.812597±0.006843 
[4410]  train-auc:0.858374±0.002403 test-auc:0.812604±0.006844 
[4411]  train-auc:0.858382±0.002405 test-auc:0.812609±0.006856 
[4412]  train-auc:0.858390±0.002406 test-auc:0.812604±0.006852 
[4413]  train-auc:0.858396±0.002408 test-auc:0.812596±0.006859 
[4414]  train-auc:0.858402±0.002409 test-auc:0.812603±0.006854 
[4415]  train-auc:0.858410±0.002410 test-auc:0.812606±0.006851 
[4416]  train-auc:0.858417±0.002414 test-auc:0.812608±0.006864 
[4417]  train-auc:0.858423±0.002412 test-auc:0.812612±0.006856 
[4418]  train-auc:0.858429±0.002416 test-auc:0.812607±0.006848 
[4419]  train-auc:0.858435±0.002415 test-auc:0.812611±0.006846 
[4420]  train-auc:0.858442±0.002416 test-auc:0.812617±0.006846 
[4421]  train-auc:0.858447±0.002419 test-auc:0.812612±0.006852 
[4422]  train-auc:0.858452±0.002419 test-auc:0.812613±0.006854 
[4423]  train-auc:0.858460±0.002414 test-auc:0.812626±0.006859 
[4424]  train-auc:0.858471±0.002414 test-auc:0.812641±0.006842 
[4425]  train-auc:0.858480±0.002412 test-auc:0.812638±0.006844 
[4426]  train-auc:0.858492±0.002405 test-auc:0.812651±0.006842 
[4427]  train-auc:0.858500±0.002403 test-auc:0.812654±0.006834 
[4428]  train-auc:0.858510±0.002402 test-auc:0.812666±0.006831 
[4429]  train-auc:0.858523±0.002397 test-auc:0.812670±0.006824 
[4430]  train-auc:0.858531±0.002398 test-auc:0.812684±0.006826 
[4431]  train-auc:0.858537±0.002394 test-auc:0.812689±0.006838 
[4432]  train-auc:0.858544±0.002397 test-auc:0.812694±0.006830 
[4433]  train-auc:0.858551±0.002397 test-auc:0.812686±0.006825 
[4434]  train-auc:0.858560±0.002396 test-auc:0.812686±0.006821 
[4435]  train-auc:0.858566±0.002395 test-auc:0.812698±0.006809 
[4436]  train-auc:0.858569±0.002396 test-auc:0.812698±0.006810 
[4437]  train-auc:0.858575±0.002394 test-auc:0.812703±0.006804 
[4438]  train-auc:0.858581±0.002392 test-auc:0.812705±0.006813 
[4439]  train-auc:0.858587±0.002390 test-auc:0.812703±0.006807 
[4440]  train-auc:0.858601±0.002385 test-auc:0.812712±0.006818 
[4441]  train-auc:0.858605±0.002386 test-auc:0.812712±0.006819 
[4442]  train-auc:0.858613±0.002388 test-auc:0.812721±0.006827 
[4443]  train-auc:0.858619±0.002391 test-auc:0.812727±0.006825 
[4444]  train-auc:0.858624±0.002391 test-auc:0.812726±0.006827 
[4445]  train-auc:0.858632±0.002387 test-auc:0.812729±0.006828 
[4446]  train-auc:0.858648±0.002386 test-auc:0.812748±0.006829 
[4447]  train-auc:0.858656±0.002388 test-auc:0.812749±0.006825 
[4448]  train-auc:0.858663±0.002391 test-auc:0.812747±0.006825 
[4449]  train-auc:0.858667±0.002387 test-auc:0.812756±0.006822 
[4450]  train-auc:0.858676±0.002394 test-auc:0.812762±0.006831 
[4451]  train-auc:0.858688±0.002399 test-auc:0.812769±0.006829 
[4452]  train-auc:0.858697±0.002404 test-auc:0.812782±0.006831 
[4453]  train-auc:0.858701±0.002403 test-auc:0.812777±0.006827 
[4454]  train-auc:0.858708±0.002400 test-auc:0.812785±0.006840 
[4455]  train-auc:0.858716±0.002398 test-auc:0.812778±0.006842 
[4456]  train-auc:0.858719±0.002399 test-auc:0.812779±0.006846 
[4457]  train-auc:0.858730±0.002396 test-auc:0.812789±0.006858 
[4458]  train-auc:0.858737±0.002396 test-auc:0.812794±0.006851 
[4459]  train-auc:0.858742±0.002396 test-auc:0.812802±0.006846 
[4460]  train-auc:0.858748±0.002394 test-auc:0.812809±0.006850 
[4461]  train-auc:0.858754±0.002396 test-auc:0.812810±0.006851 
[4462]  train-auc:0.858762±0.002395 test-auc:0.812806±0.006843 
[4463]  train-auc:0.858768±0.002394 test-auc:0.812805±0.006855 
[4464]  train-auc:0.858776±0.002394 test-auc:0.812807±0.006865 
[4465]  train-auc:0.858781±0.002395 test-auc:0.812811±0.006859 
[4466]  train-auc:0.858785±0.002395 test-auc:0.812813±0.006854 
[4467]  train-auc:0.858796±0.002391 test-auc:0.812816±0.006861 
[4468]  train-auc:0.858806±0.002392 test-auc:0.812831±0.006868 
[4469]  train-auc:0.858813±0.002394 test-auc:0.812844±0.006868 
[4470]  train-auc:0.858817±0.002395 test-auc:0.812842±0.006870 
[4471]  train-auc:0.858825±0.002396 test-auc:0.812848±0.006867 
[4472]  train-auc:0.858832±0.002394 test-auc:0.812854±0.006864 
[4473]  train-auc:0.858840±0.002394 test-auc:0.812844±0.006860 
[4474]  train-auc:0.858854±0.002394 test-auc:0.812851±0.006863 
[4475]  train-auc:0.858857±0.002391 test-auc:0.812857±0.006858 
[4476]  train-auc:0.858867±0.002390 test-auc:0.812849±0.006855 
[4477]  train-auc:0.858875±0.002389 test-auc:0.812851±0.006855 
[4478]  train-auc:0.858882±0.002387 test-auc:0.812852±0.006846 
[4479]  train-auc:0.858890±0.002390 test-auc:0.812859±0.006850 
[4480]  train-auc:0.858900±0.002390 test-auc:0.812862±0.006843 
[4481]  train-auc:0.858906±0.002387 test-auc:0.812871±0.006839 
[4482]  train-auc:0.858910±0.002387 test-auc:0.812865±0.006834 
[4483]  train-auc:0.858918±0.002386 test-auc:0.812861±0.006837 
[4484]  train-auc:0.858922±0.002386 test-auc:0.812868±0.006837 
[4485]  train-auc:0.858931±0.002381 test-auc:0.812873±0.006839 
[4486]  train-auc:0.858936±0.002379 test-auc:0.812876±0.006839 
[4487]  train-auc:0.858943±0.002380 test-auc:0.812879±0.006836 
[4488]  train-auc:0.858952±0.002380 test-auc:0.812884±0.006823 
[4489]  train-auc:0.858963±0.002377 test-auc:0.812883±0.006821 
[4490]  train-auc:0.858970±0.002376 test-auc:0.812893±0.006823 
[4491]  train-auc:0.858979±0.002371 test-auc:0.812890±0.006824 
[4492]  train-auc:0.858986±0.002367 test-auc:0.812893±0.006826 
[4493]  train-auc:0.858993±0.002368 test-auc:0.812889±0.006830 
[4494]  train-auc:0.858999±0.002361 test-auc:0.812890±0.006830 
[4495]  train-auc:0.859008±0.002363 test-auc:0.812894±0.006831 
[4496]  train-auc:0.859014±0.002362 test-auc:0.812903±0.006828 
[4497]  train-auc:0.859021±0.002357 test-auc:0.812909±0.006827 
[4498]  train-auc:0.859030±0.002353 test-auc:0.812908±0.006824 
[4499]  train-auc:0.859034±0.002351 test-auc:0.812910±0.006827 
[4500]  train-auc:0.859040±0.002348 test-auc:0.812918±0.006828 
[4501]  train-auc:0.859051±0.002346 test-auc:0.812909±0.006818 
[4502]  train-auc:0.859058±0.002344 test-auc:0.812914±0.006824 
[4503]  train-auc:0.859065±0.002345 test-auc:0.812918±0.006824 
[4504]  train-auc:0.859074±0.002346 test-auc:0.812916±0.006831 
[4505]  train-auc:0.859082±0.002347 test-auc:0.812925±0.006819 
[4506]  train-auc:0.859096±0.002346 test-auc:0.812920±0.006806 
[4507]  train-auc:0.859100±0.002346 test-auc:0.812921±0.006808 
[4508]  train-auc:0.859111±0.002343 test-auc:0.812931±0.006799 
[4509]  train-auc:0.859119±0.002338 test-auc:0.812938±0.006801 
[4510]  train-auc:0.859127±0.002337 test-auc:0.812938±0.006799 
[4511]  train-auc:0.859133±0.002340 test-auc:0.812942±0.006801 
[4512]  train-auc:0.859138±0.002340 test-auc:0.812946±0.006803 
[4513]  train-auc:0.859148±0.002337 test-auc:0.812956±0.006793 
[4514]  train-auc:0.859154±0.002337 test-auc:0.812956±0.006792 
[4515]  train-auc:0.859158±0.002337 test-auc:0.812960±0.006792 
[4516]  train-auc:0.859164±0.002334 test-auc:0.812960±0.006799 
[4517]  train-auc:0.859172±0.002336 test-auc:0.812969±0.006802 
[4518]  train-auc:0.859179±0.002338 test-auc:0.812972±0.006804 
[4519]  train-auc:0.859189±0.002340 test-auc:0.812980±0.006809 
[4520]  train-auc:0.859197±0.002343 test-auc:0.812981±0.006807 
[4521]  train-auc:0.859206±0.002346 test-auc:0.812990±0.006823 
[4522]  train-auc:0.859214±0.002342 test-auc:0.812987±0.006823 
[4523]  train-auc:0.859219±0.002344 test-auc:0.812990±0.006819 
[4524]  train-auc:0.859224±0.002345 test-auc:0.812992±0.006823 
[4525]  train-auc:0.859230±0.002346 test-auc:0.812996±0.006818 
[4526]  train-auc:0.859234±0.002349 test-auc:0.813000±0.006821 
[4527]  train-auc:0.859243±0.002349 test-auc:0.812995±0.006809 
[4528]  train-auc:0.859254±0.002349 test-auc:0.813002±0.006809 
[4529]  train-auc:0.859261±0.002356 test-auc:0.812996±0.006813 
[4530]  train-auc:0.859270±0.002358 test-auc:0.813003±0.006811 
[4531]  train-auc:0.859276±0.002359 test-auc:0.813006±0.006819 
[4532]  train-auc:0.859279±0.002360 test-auc:0.813006±0.006815 
[4533]  train-auc:0.859282±0.002360 test-auc:0.813013±0.006818 
[4534]  train-auc:0.859290±0.002361 test-auc:0.813015±0.006821 
[4535]  train-auc:0.859300±0.002366 test-auc:0.813014±0.006817 
[4536]  train-auc:0.859308±0.002365 test-auc:0.813020±0.006811 
[4537]  train-auc:0.859314±0.002369 test-auc:0.813026±0.006808 
[4538]  train-auc:0.859322±0.002371 test-auc:0.813034±0.006804 
[4539]  train-auc:0.859331±0.002372 test-auc:0.813036±0.006812 
[4540]  train-auc:0.859341±0.002374 test-auc:0.813039±0.006807 
[4541]  train-auc:0.859350±0.002379 test-auc:0.813037±0.006810 
[4542]  train-auc:0.859359±0.002374 test-auc:0.813044±0.006819 
[4543]  train-auc:0.859365±0.002375 test-auc:0.813047±0.006825 
[4544]  train-auc:0.859370±0.002379 test-auc:0.813051±0.006822 
[4545]  train-auc:0.859379±0.002380 test-auc:0.813067±0.006824 
[4546]  train-auc:0.859385±0.002381 test-auc:0.813071±0.006827 
[4547]  train-auc:0.859389±0.002381 test-auc:0.813066±0.006828 
[4548]  train-auc:0.859392±0.002381 test-auc:0.813070±0.006824 
[4549]  train-auc:0.859401±0.002382 test-auc:0.813074±0.006815 
[4550]  train-auc:0.859406±0.002382 test-auc:0.813072±0.006811 
[4551]  train-auc:0.859417±0.002381 test-auc:0.813077±0.006818 
[4552]  train-auc:0.859422±0.002379 test-auc:0.813076±0.006812 
[4553]  train-auc:0.859432±0.002384 test-auc:0.813088±0.006814 
[4554]  train-auc:0.859436±0.002383 test-auc:0.813092±0.006817 
[4555]  train-auc:0.859441±0.002384 test-auc:0.813094±0.006813 
[4556]  train-auc:0.859450±0.002384 test-auc:0.813092±0.006801 
[4557]  train-auc:0.859454±0.002388 test-auc:0.813091±0.006804 
[4558]  train-auc:0.859463±0.002390 test-auc:0.813094±0.006800 
[4559]  train-auc:0.859468±0.002389 test-auc:0.813087±0.006800 
[4560]  train-auc:0.859475±0.002388 test-auc:0.813089±0.006794 
[4561]  train-auc:0.859478±0.002387 test-auc:0.813087±0.006799 
[4562]  train-auc:0.859483±0.002388 test-auc:0.813086±0.006805 
[4563]  train-auc:0.859488±0.002392 test-auc:0.813087±0.006812 
[4564]  train-auc:0.859496±0.002391 test-auc:0.813094±0.006807 
[4565]  train-auc:0.859505±0.002393 test-auc:0.813091±0.006814 
[4566]  train-auc:0.859510±0.002393 test-auc:0.813083±0.006822 
[4567]  train-auc:0.859516±0.002392 test-auc:0.813093±0.006821 
[4568]  train-auc:0.859523±0.002398 test-auc:0.813096±0.006821 
[4569]  train-auc:0.859527±0.002399 test-auc:0.813101±0.006823 
[4570]  train-auc:0.859536±0.002400 test-auc:0.813110±0.006825 
[4571]  train-auc:0.859539±0.002403 test-auc:0.813115±0.006820 
[4572]  train-auc:0.859543±0.002401 test-auc:0.813114±0.006816 
[4573]  train-auc:0.859548±0.002403 test-auc:0.813108±0.006826 
[4574]  train-auc:0.859553±0.002401 test-auc:0.813112±0.006832 
[4575]  train-auc:0.859557±0.002402 test-auc:0.813113±0.006839 
[4576]  train-auc:0.859567±0.002407 test-auc:0.813119±0.006838 
[4577]  train-auc:0.859574±0.002408 test-auc:0.813119±0.006827 
[4578]  train-auc:0.859581±0.002410 test-auc:0.813121±0.006823 
[4579]  train-auc:0.859587±0.002409 test-auc:0.813128±0.006826 
[4580]  train-auc:0.859593±0.002406 test-auc:0.813124±0.006826 
[4581]  train-auc:0.859600±0.002409 test-auc:0.813139±0.006830 
[4582]  train-auc:0.859606±0.002410 test-auc:0.813137±0.006826 
[4583]  train-auc:0.859615±0.002412 test-auc:0.813140±0.006827 
[4584]  train-auc:0.859622±0.002410 test-auc:0.813145±0.006842 
[4585]  train-auc:0.859626±0.002409 test-auc:0.813144±0.006836 
[4586]  train-auc:0.859635±0.002410 test-auc:0.813139±0.006837 
[4587]  train-auc:0.859639±0.002410 test-auc:0.813130±0.006837 
[4588]  train-auc:0.859644±0.002411 test-auc:0.813139±0.006846 
[4589]  train-auc:0.859650±0.002410 test-auc:0.813146±0.006838 
[4590]  train-auc:0.859656±0.002407 test-auc:0.813140±0.006836 
[4591]  train-auc:0.859662±0.002406 test-auc:0.813143±0.006837 
[4592]  train-auc:0.859667±0.002405 test-auc:0.813146±0.006823 
[4593]  train-auc:0.859674±0.002404 test-auc:0.813141±0.006820 
[4594]  train-auc:0.859685±0.002401 test-auc:0.813136±0.006820 
[4595]  train-auc:0.859691±0.002401 test-auc:0.813141±0.006819 
[4596]  train-auc:0.859696±0.002401 test-auc:0.813144±0.006811 
[4597]  train-auc:0.859701±0.002400 test-auc:0.813143±0.006805 
[4598]  train-auc:0.859708±0.002401 test-auc:0.813141±0.006808 
[4599]  train-auc:0.859712±0.002403 test-auc:0.813140±0.006804 
[4600]  train-auc:0.859720±0.002402 test-auc:0.813142±0.006814 
[4601]  train-auc:0.859725±0.002401 test-auc:0.813140±0.006804 
[4602]  train-auc:0.859730±0.002400 test-auc:0.813149±0.006799 
[4603]  train-auc:0.859735±0.002397 test-auc:0.813153±0.006801 
[4604]  train-auc:0.859743±0.002399 test-auc:0.813157±0.006794 
[4605]  train-auc:0.859751±0.002398 test-auc:0.813156±0.006793 
[4606]  train-auc:0.859756±0.002393 test-auc:0.813153±0.006793 
[4607]  train-auc:0.859762±0.002394 test-auc:0.813155±0.006794 
[4608]  train-auc:0.859768±0.002392 test-auc:0.813160±0.006789 
[4609]  train-auc:0.859774±0.002393 test-auc:0.813162±0.006795 
[4610]  train-auc:0.859784±0.002392 test-auc:0.813157±0.006786 
[4611]  train-auc:0.859790±0.002393 test-auc:0.813165±0.006792 
[4612]  train-auc:0.859795±0.002396 test-auc:0.813172±0.006797 
[4613]  train-auc:0.859800±0.002397 test-auc:0.813172±0.006802 
[4614]  train-auc:0.859808±0.002393 test-auc:0.813173±0.006805 
[4615]  train-auc:0.859815±0.002391 test-auc:0.813168±0.006800 
[4616]  train-auc:0.859820±0.002394 test-auc:0.813170±0.006793 
[4617]  train-auc:0.859824±0.002395 test-auc:0.813179±0.006786 
[4618]  train-auc:0.859827±0.002397 test-auc:0.813181±0.006791 
[4619]  train-auc:0.859832±0.002397 test-auc:0.813186±0.006791 
[4620]  train-auc:0.859835±0.002396 test-auc:0.813188±0.006795 
[4621]  train-auc:0.859840±0.002399 test-auc:0.813185±0.006793 
[4622]  train-auc:0.859844±0.002401 test-auc:0.813183±0.006795 
[4623]  train-auc:0.859849±0.002401 test-auc:0.813188±0.006796 
[4624]  train-auc:0.859855±0.002402 test-auc:0.813189±0.006800 
[4625]  train-auc:0.859858±0.002400 test-auc:0.813196±0.006801 
[4626]  train-auc:0.859865±0.002399 test-auc:0.813200±0.006809 
[4627]  train-auc:0.859870±0.002397 test-auc:0.813194±0.006804 
[4628]  train-auc:0.859874±0.002397 test-auc:0.813189±0.006797 
[4629]  train-auc:0.859882±0.002397 test-auc:0.813188±0.006798 
[4630]  train-auc:0.859887±0.002398 test-auc:0.813190±0.006804 
[4631]  train-auc:0.859891±0.002399 test-auc:0.813193±0.006794 
[4632]  train-auc:0.859894±0.002399 test-auc:0.813195±0.006797 
[4633]  train-auc:0.859898±0.002398 test-auc:0.813196±0.006796 
[4634]  train-auc:0.859905±0.002399 test-auc:0.813196±0.006793 
[4635]  train-auc:0.859910±0.002396 test-auc:0.813196±0.006793 
[4636]  train-auc:0.859918±0.002398 test-auc:0.813201±0.006801 
[4637]  train-auc:0.859922±0.002398 test-auc:0.813202±0.006794 
[4638]  train-auc:0.859929±0.002395 test-auc:0.813213±0.006800 
[4639]  train-auc:0.859932±0.002397 test-auc:0.813216±0.006803 
[4640]  train-auc:0.859934±0.002398 test-auc:0.813214±0.006798 
[4641]  train-auc:0.859938±0.002398 test-auc:0.813213±0.006793 
[4642]  train-auc:0.859943±0.002396 test-auc:0.813215±0.006793 
[4643]  train-auc:0.859950±0.002396 test-auc:0.813223±0.006792 
[4644]  train-auc:0.859956±0.002393 test-auc:0.813220±0.006796 
[4645]  train-auc:0.859963±0.002393 test-auc:0.813228±0.006789 
[4646]  train-auc:0.859966±0.002393 test-auc:0.813228±0.006787 
[4647]  train-auc:0.859971±0.002392 test-auc:0.813233±0.006790 
[4648]  train-auc:0.859976±0.002390 test-auc:0.813242±0.006789 
[4649]  train-auc:0.859981±0.002387 test-auc:0.813243±0.006782 
[4650]  train-auc:0.859991±0.002382 test-auc:0.813253±0.006795 
[4651]  train-auc:0.860000±0.002375 test-auc:0.813250±0.006805 
[4652]  train-auc:0.860005±0.002376 test-auc:0.813250±0.006795 
[4653]  train-auc:0.860014±0.002378 test-auc:0.813248±0.006790 
[4654]  train-auc:0.860023±0.002370 test-auc:0.813248±0.006789 
[4655]  train-auc:0.860028±0.002373 test-auc:0.813247±0.006787 
[4656]  train-auc:0.860034±0.002376 test-auc:0.813248±0.006785 
[4657]  train-auc:0.860041±0.002375 test-auc:0.813253±0.006786 
[4658]  train-auc:0.860044±0.002377 test-auc:0.813251±0.006782 
[4659]  train-auc:0.860049±0.002374 test-auc:0.813252±0.006790 
[4660]  train-auc:0.860054±0.002371 test-auc:0.813257±0.006789 
[4661]  train-auc:0.860058±0.002371 test-auc:0.813262±0.006789 
[4662]  train-auc:0.860064±0.002371 test-auc:0.813258±0.006786 
[4663]  train-auc:0.860069±0.002372 test-auc:0.813254±0.006797 
[4664]  train-auc:0.860075±0.002374 test-auc:0.813254±0.006794 
[4665]  train-auc:0.860081±0.002375 test-auc:0.813250±0.006789 
[4666]  train-auc:0.860087±0.002375 test-auc:0.813254±0.006795 
[4667]  train-auc:0.860092±0.002376 test-auc:0.813256±0.006793 
[4668]  train-auc:0.860098±0.002379 test-auc:0.813265±0.006781 
[4669]  train-auc:0.860102±0.002377 test-auc:0.813262±0.006783 
[4670]  train-auc:0.860105±0.002379 test-auc:0.813265±0.006764 
[4671]  train-auc:0.860113±0.002375 test-auc:0.813273±0.006765 
[4672]  train-auc:0.860123±0.002369 test-auc:0.813273±0.006761 
[4673]  train-auc:0.860131±0.002365 test-auc:0.813283±0.006773 
[4674]  train-auc:0.860136±0.002360 test-auc:0.813286±0.006775 
[4675]  train-auc:0.860140±0.002362 test-auc:0.813281±0.006772 
[4676]  train-auc:0.860145±0.002364 test-auc:0.813280±0.006774 
[4677]  train-auc:0.860149±0.002365 test-auc:0.813283±0.006769 
[4678]  train-auc:0.860154±0.002364 test-auc:0.813287±0.006763 
[4679]  train-auc:0.860159±0.002363 test-auc:0.813285±0.006763 
[4680]  train-auc:0.860164±0.002362 test-auc:0.813297±0.006748 
[4681]  train-auc:0.860171±0.002362 test-auc:0.813304±0.006751 
[4682]  train-auc:0.860176±0.002364 test-auc:0.813299±0.006751 
[4683]  train-auc:0.860182±0.002364 test-auc:0.813293±0.006749 
[4684]  train-auc:0.860188±0.002362 test-auc:0.813298±0.006743 
[4685]  train-auc:0.860193±0.002361 test-auc:0.813300±0.006736 
[4686]  train-auc:0.860196±0.002361 test-auc:0.813300±0.006742 
[4687]  train-auc:0.860202±0.002359 test-auc:0.813303±0.006741 
[4688]  train-auc:0.860205±0.002356 test-auc:0.813302±0.006737 
[4689]  train-auc:0.860209±0.002359 test-auc:0.813306±0.006735 
[4690]  train-auc:0.860213±0.002356 test-auc:0.813319±0.006745 
[4691]  train-auc:0.860216±0.002358 test-auc:0.813316±0.006745 
[4692]  train-auc:0.860224±0.002362 test-auc:0.813309±0.006747 
[4693]  train-auc:0.860228±0.002363 test-auc:0.813310±0.006739 
[4694]  train-auc:0.860233±0.002365 test-auc:0.813310±0.006746 
[4695]  train-auc:0.860236±0.002366 test-auc:0.813308±0.006746 
[4696]  train-auc:0.860241±0.002365 test-auc:0.813314±0.006746 
[4697]  train-auc:0.860246±0.002367 test-auc:0.813311±0.006741 
[4698]  train-auc:0.860253±0.002364 test-auc:0.813314±0.006738 
[4699]  train-auc:0.860260±0.002364 test-auc:0.813324±0.006733 
[4700]  train-auc:0.860265±0.002363 test-auc:0.813323±0.006734 
[4701]  train-auc:0.860271±0.002364 test-auc:0.813326±0.006732 
[4702]  train-auc:0.860279±0.002363 test-auc:0.813336±0.006724 
[4703]  train-auc:0.860286±0.002360 test-auc:0.813341±0.006729 
[4704]  train-auc:0.860292±0.002359 test-auc:0.813346±0.006720 
[4705]  train-auc:0.860301±0.002359 test-auc:0.813354±0.006734 
[4706]  train-auc:0.860307±0.002357 test-auc:0.813356±0.006729 
[4707]  train-auc:0.860314±0.002353 test-auc:0.813352±0.006720 
[4708]  train-auc:0.860319±0.002353 test-auc:0.813346±0.006719 
[4709]  train-auc:0.860325±0.002352 test-auc:0.813343±0.006720 
[4710]  train-auc:0.860329±0.002354 test-auc:0.813343±0.006722 
[4711]  train-auc:0.860336±0.002355 test-auc:0.813342±0.006731 
[4712]  train-auc:0.860341±0.002356 test-auc:0.813337±0.006728 
[4713]  train-auc:0.860346±0.002360 test-auc:0.813344±0.006725 
[4714]  train-auc:0.860350±0.002360 test-auc:0.813340±0.006725 
[4715]  train-auc:0.860356±0.002358 test-auc:0.813336±0.006714 
[4716]  train-auc:0.860363±0.002353 test-auc:0.813345±0.006702 
[4717]  train-auc:0.860369±0.002352 test-auc:0.813348±0.006710 
[4718]  train-auc:0.860374±0.002353 test-auc:0.813352±0.006715 
[4719]  train-auc:0.860380±0.002354 test-auc:0.813354±0.006715 
[4720]  train-auc:0.860385±0.002355 test-auc:0.813357±0.006714 
[4721]  train-auc:0.860392±0.002356 test-auc:0.813358±0.006720 
[4722]  train-auc:0.860395±0.002356 test-auc:0.813359±0.006718 
[4723]  train-auc:0.860403±0.002360 test-auc:0.813354±0.006721 
[4724]  train-auc:0.860407±0.002363 test-auc:0.813360±0.006728 
[4725]  train-auc:0.860410±0.002362 test-auc:0.813365±0.006726 
[4726]  train-auc:0.860417±0.002360 test-auc:0.813366±0.006723 
[4727]  train-auc:0.860420±0.002360 test-auc:0.813365±0.006720 
[4728]  train-auc:0.860425±0.002360 test-auc:0.813352±0.006728 
[4729]  train-auc:0.860429±0.002360 test-auc:0.813355±0.006733 
[4730]  train-auc:0.860433±0.002361 test-auc:0.813356±0.006731 
[4731]  train-auc:0.860439±0.002359 test-auc:0.813361±0.006734 
[4732]  train-auc:0.860444±0.002359 test-auc:0.813364±0.006732 
[4733]  train-auc:0.860448±0.002357 test-auc:0.813366±0.006731 
[4734]  train-auc:0.860455±0.002358 test-auc:0.813366±0.006727 
[4735]  train-auc:0.860460±0.002360 test-auc:0.813365±0.006727 
[4736]  train-auc:0.860464±0.002360 test-auc:0.813371±0.006731 
[4737]  train-auc:0.860467±0.002362 test-auc:0.813371±0.006729 
[4738]  train-auc:0.860470±0.002362 test-auc:0.813377±0.006722 
[4739]  train-auc:0.860475±0.002364 test-auc:0.813380±0.006721 
[4740]  train-auc:0.860477±0.002365 test-auc:0.813376±0.006721 
[4741]  train-auc:0.860484±0.002366 test-auc:0.813383±0.006713 
[4742]  train-auc:0.860490±0.002370 test-auc:0.813383±0.006716 
[4743]  train-auc:0.860497±0.002367 test-auc:0.813385±0.006718 
[4744]  train-auc:0.860503±0.002367 test-auc:0.813381±0.006724 
[4745]  train-auc:0.860509±0.002367 test-auc:0.813380±0.006723 
[4746]  train-auc:0.860518±0.002366 test-auc:0.813381±0.006725 
[4747]  train-auc:0.860523±0.002368 test-auc:0.813379±0.006728 
[4748]  train-auc:0.860527±0.002370 test-auc:0.813380±0.006730 
[4749]  train-auc:0.860532±0.002368 test-auc:0.813376±0.006727 
[4750]  train-auc:0.860538±0.002371 test-auc:0.813382±0.006727 
[4751]  train-auc:0.860544±0.002370 test-auc:0.813378±0.006731 
[4752]  train-auc:0.860548±0.002373 test-auc:0.813377±0.006730 
[4753]  train-auc:0.860552±0.002372 test-auc:0.813378±0.006730 
[4754]  train-auc:0.860555±0.002372 test-auc:0.813381±0.006724 
[4755]  train-auc:0.860563±0.002368 test-auc:0.813374±0.006717 
[4756]  train-auc:0.860567±0.002368 test-auc:0.813366±0.006719 
[4757]  train-auc:0.860571±0.002372 test-auc:0.813372±0.006713 
[4758]  train-auc:0.860573±0.002373 test-auc:0.813376±0.006710 
[4759]  train-auc:0.860579±0.002373 test-auc:0.813371±0.006705 
[4760]  train-auc:0.860585±0.002374 test-auc:0.813369±0.006703 
[4761]  train-auc:0.860591±0.002371 test-auc:0.813366±0.006703 
[4762]  train-auc:0.860598±0.002373 test-auc:0.813373±0.006698 
[4763]  train-auc:0.860610±0.002376 test-auc:0.813373±0.006688 
[4764]  train-auc:0.860617±0.002376 test-auc:0.813388±0.006677 
[4765]  train-auc:0.860622±0.002380 test-auc:0.813389±0.006670 
[4766]  train-auc:0.860629±0.002381 test-auc:0.813385±0.006664 
[4767]  train-auc:0.860640±0.002383 test-auc:0.813388±0.006668 
[4768]  train-auc:0.860647±0.002382 test-auc:0.813397±0.006668 
[4769]  train-auc:0.860657±0.002390 test-auc:0.813404±0.006666 
[4770]  train-auc:0.860663±0.002391 test-auc:0.813408±0.006663 
[4771]  train-auc:0.860676±0.002396 test-auc:0.813404±0.006665 
[4772]  train-auc:0.860685±0.002398 test-auc:0.813404±0.006662 
[4773]  train-auc:0.860690±0.002399 test-auc:0.813403±0.006664 
[4774]  train-auc:0.860695±0.002402 test-auc:0.813392±0.006664 
[4775]  train-auc:0.860698±0.002402 test-auc:0.813399±0.006662 
[4776]  train-auc:0.860701±0.002405 test-auc:0.813394±0.006658 
[4777]  train-auc:0.860708±0.002403 test-auc:0.813388±0.006651 
[4778]  train-auc:0.860712±0.002403 test-auc:0.813384±0.006654 
[4779]  train-auc:0.860718±0.002402 test-auc:0.813383±0.006652 
[4780]  train-auc:0.860724±0.002407 test-auc:0.813385±0.006654 
[4781]  train-auc:0.860728±0.002407 test-auc:0.813388±0.006656 
[4782]  train-auc:0.860732±0.002409 test-auc:0.813393±0.006650 
[4783]  train-auc:0.860737±0.002410 test-auc:0.813391±0.006642 
[4784]  train-auc:0.860747±0.002411 test-auc:0.813392±0.006653 
[4785]  train-auc:0.860753±0.002415 test-auc:0.813400±0.006649 
[4786]  train-auc:0.860758±0.002412 test-auc:0.813402±0.006637 
[4787]  train-auc:0.860761±0.002412 test-auc:0.813405±0.006640 
[4788]  train-auc:0.860765±0.002410 test-auc:0.813410±0.006644 
[4789]  train-auc:0.860777±0.002416 test-auc:0.813429±0.006648 
[4790]  train-auc:0.860783±0.002417 test-auc:0.813429±0.006645 
[4791]  train-auc:0.860787±0.002417 test-auc:0.813434±0.006642 
[4792]  train-auc:0.860793±0.002418 test-auc:0.813438±0.006643 
[4793]  train-auc:0.860799±0.002419 test-auc:0.813436±0.006645 
[4794]  train-auc:0.860810±0.002413 test-auc:0.813441±0.006632 
[4795]  train-auc:0.860819±0.002411 test-auc:0.813440±0.006638 
[4796]  train-auc:0.860825±0.002412 test-auc:0.813444±0.006647 
[4797]  train-auc:0.860834±0.002414 test-auc:0.813446±0.006646 
[4798]  train-auc:0.860839±0.002417 test-auc:0.813453±0.006641 
[4799]  train-auc:0.860844±0.002419 test-auc:0.813444±0.006639 
[4800]  train-auc:0.860851±0.002418 test-auc:0.813453±0.006633 
[4801]  train-auc:0.860860±0.002418 test-auc:0.813458±0.006626 
[4802]  train-auc:0.860864±0.002420 test-auc:0.813458±0.006629 
[4803]  train-auc:0.860867±0.002421 test-auc:0.813469±0.006628 
[4804]  train-auc:0.860871±0.002422 test-auc:0.813472±0.006616 
[4805]  train-auc:0.860880±0.002420 test-auc:0.813465±0.006623 
[4806]  train-auc:0.860887±0.002422 test-auc:0.813472±0.006613 
[4807]  train-auc:0.860896±0.002421 test-auc:0.813472±0.006619 
[4808]  train-auc:0.860904±0.002421 test-auc:0.813470±0.006620 
[4809]  train-auc:0.860909±0.002422 test-auc:0.813473±0.006615 
[4810]  train-auc:0.860915±0.002426 test-auc:0.813471±0.006614 
[4811]  train-auc:0.860926±0.002424 test-auc:0.813474±0.006612 
[4812]  train-auc:0.860934±0.002425 test-auc:0.813480±0.006619 
[4813]  train-auc:0.860942±0.002423 test-auc:0.813474±0.006612 
[4814]  train-auc:0.860946±0.002420 test-auc:0.813477±0.006618 
[4815]  train-auc:0.860953±0.002420 test-auc:0.813489±0.006607 
[4816]  train-auc:0.860963±0.002418 test-auc:0.813483±0.006601 
[4817]  train-auc:0.860971±0.002415 test-auc:0.813484±0.006597 
[4818]  train-auc:0.860977±0.002415 test-auc:0.813485±0.006594 
[4819]  train-auc:0.860981±0.002414 test-auc:0.813485±0.006598 
[4820]  train-auc:0.860985±0.002413 test-auc:0.813495±0.006591 
[4821]  train-auc:0.860996±0.002406 test-auc:0.813500±0.006593 
[4822]  train-auc:0.861002±0.002402 test-auc:0.813499±0.006589 
[4823]  train-auc:0.861006±0.002404 test-auc:0.813503±0.006587 
[4824]  train-auc:0.861013±0.002404 test-auc:0.813502±0.006584 
[4825]  train-auc:0.861018±0.002400 test-auc:0.813504±0.006581 
[4826]  train-auc:0.861023±0.002403 test-auc:0.813514±0.006589 
[4827]  train-auc:0.861028±0.002401 test-auc:0.813519±0.006580 
[4828]  train-auc:0.861033±0.002403 test-auc:0.813522±0.006580 
[4829]  train-auc:0.861037±0.002401 test-auc:0.813521±0.006578 
[4830]  train-auc:0.861046±0.002402 test-auc:0.813524±0.006568 
[4831]  train-auc:0.861051±0.002399 test-auc:0.813529±0.006557 
[4832]  train-auc:0.861057±0.002398 test-auc:0.813525±0.006554 
[4833]  train-auc:0.861064±0.002399 test-auc:0.813529±0.006546 
[4834]  train-auc:0.861068±0.002403 test-auc:0.813529±0.006546 
[4835]  train-auc:0.861074±0.002405 test-auc:0.813532±0.006551 
[4836]  train-auc:0.861082±0.002407 test-auc:0.813533±0.006548 
[4837]  train-auc:0.861085±0.002407 test-auc:0.813535±0.006545 
[4838]  train-auc:0.861089±0.002406 test-auc:0.813536±0.006537 
[4839]  train-auc:0.861096±0.002403 test-auc:0.813541±0.006533 
[4840]  train-auc:0.861102±0.002404 test-auc:0.813547±0.006538 
[4841]  train-auc:0.861106±0.002405 test-auc:0.813547±0.006536 
[4842]  train-auc:0.861114±0.002404 test-auc:0.813550±0.006533 
[4843]  train-auc:0.861121±0.002402 test-auc:0.813561±0.006527 
[4844]  train-auc:0.861125±0.002401 test-auc:0.813563±0.006524 
[4845]  train-auc:0.861131±0.002396 test-auc:0.813568±0.006527 
[4846]  train-auc:0.861136±0.002398 test-auc:0.813567±0.006534 
[4847]  train-auc:0.861141±0.002395 test-auc:0.813572±0.006531 
[4848]  train-auc:0.861145±0.002397 test-auc:0.813569±0.006521 
[4849]  train-auc:0.861150±0.002398 test-auc:0.813575±0.006522 
[4850]  train-auc:0.861155±0.002396 test-auc:0.813575±0.006517 
[4851]  train-auc:0.861161±0.002398 test-auc:0.813571±0.006519 
[4852]  train-auc:0.861168±0.002398 test-auc:0.813575±0.006519 
[4853]  train-auc:0.861174±0.002399 test-auc:0.813574±0.006519 
[4854]  train-auc:0.861183±0.002398 test-auc:0.813571±0.006520 
[4855]  train-auc:0.861189±0.002397 test-auc:0.813575±0.006526 
[4856]  train-auc:0.861194±0.002399 test-auc:0.813571±0.006525 
[4857]  train-auc:0.861200±0.002397 test-auc:0.813575±0.006528 
[4858]  train-auc:0.861210±0.002394 test-auc:0.813575±0.006526 
[4859]  train-auc:0.861219±0.002395 test-auc:0.813581±0.006523 
[4860]  train-auc:0.861226±0.002396 test-auc:0.813584±0.006518 
[4861]  train-auc:0.861233±0.002399 test-auc:0.813586±0.006517 
[4862]  train-auc:0.861236±0.002400 test-auc:0.813579±0.006512 
[4863]  train-auc:0.861242±0.002400 test-auc:0.813583±0.006513 
[4864]  train-auc:0.861249±0.002403 test-auc:0.813577±0.006511 
[4865]  train-auc:0.861256±0.002402 test-auc:0.813578±0.006513 
[4866]  train-auc:0.861262±0.002403 test-auc:0.813580±0.006517 
[4867]  train-auc:0.861268±0.002403 test-auc:0.813584±0.006520 
[4868]  train-auc:0.861273±0.002401 test-auc:0.813583±0.006519 
[4869]  train-auc:0.861278±0.002401 test-auc:0.813578±0.006510 
[4870]  train-auc:0.861286±0.002399 test-auc:0.813576±0.006513 
[4871]  train-auc:0.861292±0.002399 test-auc:0.813577±0.006503 
[4872]  train-auc:0.861300±0.002398 test-auc:0.813579±0.006506 
[4873]  train-auc:0.861306±0.002399 test-auc:0.813576±0.006507 
[4874]  train-auc:0.861310±0.002401 test-auc:0.813570±0.006511 
[4875]  train-auc:0.861314±0.002403 test-auc:0.813565±0.006509 
[4876]  train-auc:0.861318±0.002403 test-auc:0.813565±0.006512 
[4877]  train-auc:0.861324±0.002402 test-auc:0.813569±0.006511 
[4878]  train-auc:0.861329±0.002405 test-auc:0.813569±0.006506 
[4879]  train-auc:0.861334±0.002407 test-auc:0.813571±0.006510 
[4880]  train-auc:0.861342±0.002407 test-auc:0.813573±0.006507 
[4881]  train-auc:0.861345±0.002409 test-auc:0.813570±0.006505 
[4882]  train-auc:0.861353±0.002408 test-auc:0.813563±0.006504 
[4883]  train-auc:0.861356±0.002410 test-auc:0.813573±0.006508 
[4884]  train-auc:0.861360±0.002414 test-auc:0.813579±0.006505 
[4885]  train-auc:0.861368±0.002412 test-auc:0.813580±0.006502 
[4886]  train-auc:0.861371±0.002414 test-auc:0.813578±0.006504 
[4887]  train-auc:0.861378±0.002416 test-auc:0.813584±0.006501 
[4888]  train-auc:0.861380±0.002416 test-auc:0.813588±0.006499 
[4889]  train-auc:0.861386±0.002414 test-auc:0.813587±0.006497 
[4890]  train-auc:0.861391±0.002411 test-auc:0.813589±0.006504 
[4891]  train-auc:0.861395±0.002408 test-auc:0.813594±0.006504 
[4892]  train-auc:0.861398±0.002411 test-auc:0.813591±0.006510 
[4893]  train-auc:0.861404±0.002411 test-auc:0.813601±0.006510 
[4894]  train-auc:0.861407±0.002412 test-auc:0.813601±0.006516 
[4895]  train-auc:0.861411±0.002412 test-auc:0.813596±0.006510 
[4896]  train-auc:0.861415±0.002414 test-auc:0.813592±0.006511 
[4897]  train-auc:0.861419±0.002412 test-auc:0.813596±0.006514 
[4898]  train-auc:0.861424±0.002412 test-auc:0.813596±0.006522 
[4899]  train-auc:0.861429±0.002412 test-auc:0.813603±0.006501 
[4900]  train-auc:0.861435±0.002409 test-auc:0.813604±0.006501 
[4901]  train-auc:0.861440±0.002411 test-auc:0.813598±0.006493 
[4902]  train-auc:0.861442±0.002413 test-auc:0.813601±0.006495 
[4903]  train-auc:0.861446±0.002412 test-auc:0.813612±0.006487 
[4904]  train-auc:0.861451±0.002413 test-auc:0.813608±0.006494 
[4905]  train-auc:0.861456±0.002414 test-auc:0.813606±0.006487 
[4906]  train-auc:0.861468±0.002414 test-auc:0.813618±0.006489 
[4907]  train-auc:0.861475±0.002412 test-auc:0.813629±0.006478 
[4908]  train-auc:0.861481±0.002413 test-auc:0.813637±0.006474 
[4909]  train-auc:0.861485±0.002409 test-auc:0.813635±0.006479 
[4910]  train-auc:0.861490±0.002407 test-auc:0.813638±0.006480 
[4911]  train-auc:0.861497±0.002411 test-auc:0.813645±0.006490 
[4912]  train-auc:0.861502±0.002413 test-auc:0.813642±0.006490 
[4913]  train-auc:0.861508±0.002412 test-auc:0.813636±0.006487 
[4914]  train-auc:0.861513±0.002411 test-auc:0.813642±0.006484 
[4915]  train-auc:0.861517±0.002412 test-auc:0.813650±0.006472 
[4916]  train-auc:0.861523±0.002415 test-auc:0.813654±0.006474 
[4917]  train-auc:0.861532±0.002408 test-auc:0.813654±0.006479 
[4918]  train-auc:0.861539±0.002412 test-auc:0.813663±0.006479 
[4919]  train-auc:0.861545±0.002413 test-auc:0.813672±0.006486 
[4920]  train-auc:0.861547±0.002413 test-auc:0.813672±0.006490 
[4921]  train-auc:0.861552±0.002415 test-auc:0.813673±0.006488 
[4922]  train-auc:0.861561±0.002414 test-auc:0.813677±0.006479 
[4923]  train-auc:0.861564±0.002414 test-auc:0.813677±0.006477 
[4924]  train-auc:0.861573±0.002412 test-auc:0.813688±0.006465 
[4925]  train-auc:0.861577±0.002412 test-auc:0.813699±0.006471 
[4926]  train-auc:0.861583±0.002415 test-auc:0.813700±0.006476 
[4927]  train-auc:0.861593±0.002419 test-auc:0.813708±0.006474 
[4928]  train-auc:0.861594±0.002419 test-auc:0.813702±0.006479 
[4929]  train-auc:0.861600±0.002424 test-auc:0.813703±0.006467 
[4930]  train-auc:0.861606±0.002427 test-auc:0.813708±0.006478 
[4931]  train-auc:0.861609±0.002429 test-auc:0.813708±0.006476 
[4932]  train-auc:0.861615±0.002426 test-auc:0.813713±0.006466 
[4933]  train-auc:0.861620±0.002426 test-auc:0.813708±0.006469 
[4934]  train-auc:0.861626±0.002428 test-auc:0.813715±0.006473 
[4935]  train-auc:0.861631±0.002428 test-auc:0.813714±0.006476 
[4936]  train-auc:0.861636±0.002428 test-auc:0.813715±0.006487 
[4937]  train-auc:0.861647±0.002428 test-auc:0.813726±0.006478 
[4938]  train-auc:0.861656±0.002432 test-auc:0.813724±0.006477 
[4939]  train-auc:0.861661±0.002432 test-auc:0.813727±0.006474 
[4940]  train-auc:0.861670±0.002427 test-auc:0.813726±0.006471 
[4941]  train-auc:0.861675±0.002426 test-auc:0.813731±0.006469 
[4942]  train-auc:0.861682±0.002420 test-auc:0.813736±0.006468 
[4943]  train-auc:0.861685±0.002421 test-auc:0.813735±0.006464 
[4944]  train-auc:0.861689±0.002421 test-auc:0.813733±0.006463 
[4945]  train-auc:0.861693±0.002419 test-auc:0.813730±0.006462 
[4946]  train-auc:0.861698±0.002422 test-auc:0.813733±0.006470 
[4947]  train-auc:0.861706±0.002426 test-auc:0.813735±0.006473 
[4948]  train-auc:0.861707±0.002425 test-auc:0.813733±0.006479 
[4949]  train-auc:0.861711±0.002426 test-auc:0.813734±0.006478 
[4950]  train-auc:0.861716±0.002426 test-auc:0.813737±0.006478 
[4951]  train-auc:0.861719±0.002423 test-auc:0.813740±0.006480 
[4952]  train-auc:0.861725±0.002422 test-auc:0.813738±0.006480 
[4953]  train-auc:0.861731±0.002424 test-auc:0.813736±0.006481 
[4954]  train-auc:0.861734±0.002422 test-auc:0.813732±0.006484 
[4955]  train-auc:0.861743±0.002413 test-auc:0.813737±0.006486 
[4956]  train-auc:0.861749±0.002416 test-auc:0.813741±0.006483 
[4957]  train-auc:0.861756±0.002417 test-auc:0.813750±0.006482 
[4958]  train-auc:0.861760±0.002418 test-auc:0.813755±0.006482 
[4959]  train-auc:0.861764±0.002413 test-auc:0.813765±0.006486 
[4960]  train-auc:0.861769±0.002415 test-auc:0.813768±0.006486 
[4961]  train-auc:0.861777±0.002420 test-auc:0.813768±0.006485 
[4962]  train-auc:0.861785±0.002422 test-auc:0.813769±0.006486 
[4963]  train-auc:0.861793±0.002424 test-auc:0.813775±0.006488 
[4964]  train-auc:0.861800±0.002426 test-auc:0.813775±0.006480 
[4965]  train-auc:0.861804±0.002424 test-auc:0.813774±0.006479 
[4966]  train-auc:0.861808±0.002423 test-auc:0.813775±0.006481 
[4967]  train-auc:0.861814±0.002419 test-auc:0.813773±0.006485 
[4968]  train-auc:0.861819±0.002417 test-auc:0.813775±0.006482 
[4969]  train-auc:0.861823±0.002417 test-auc:0.813773±0.006482 
[4970]  train-auc:0.861830±0.002410 test-auc:0.813779±0.006475 
[4971]  train-auc:0.861834±0.002410 test-auc:0.813782±0.006469 
[4972]  train-auc:0.861843±0.002404 test-auc:0.813796±0.006480 
[4973]  train-auc:0.861849±0.002408 test-auc:0.813787±0.006481 
[4974]  train-auc:0.861857±0.002411 test-auc:0.813788±0.006480 
[4975]  train-auc:0.861859±0.002408 test-auc:0.813785±0.006478 
[4976]  train-auc:0.861861±0.002412 test-auc:0.813787±0.006484 
[4977]  train-auc:0.861865±0.002412 test-auc:0.813790±0.006481 
[4978]  train-auc:0.861870±0.002411 test-auc:0.813787±0.006488 
[4979]  train-auc:0.861878±0.002415 test-auc:0.813786±0.006489 
[4980]  train-auc:0.861884±0.002418 test-auc:0.813791±0.006489 
[4981]  train-auc:0.861888±0.002414 test-auc:0.813791±0.006481 
[4982]  train-auc:0.861893±0.002410 test-auc:0.813797±0.006490 
[4983]  train-auc:0.861897±0.002411 test-auc:0.813798±0.006484 
[4984]  train-auc:0.861899±0.002412 test-auc:0.813796±0.006476 
[4985]  train-auc:0.861905±0.002412 test-auc:0.813804±0.006476 
[4986]  train-auc:0.861908±0.002410 test-auc:0.813814±0.006476 
[4987]  train-auc:0.861913±0.002409 test-auc:0.813820±0.006469 
[4988]  train-auc:0.861916±0.002408 test-auc:0.813817±0.006470 
[4989]  train-auc:0.861921±0.002407 test-auc:0.813821±0.006466 
[4990]  train-auc:0.861932±0.002396 test-auc:0.813819±0.006466 
[4991]  train-auc:0.861944±0.002393 test-auc:0.813822±0.006463 
[4992]  train-auc:0.861953±0.002396 test-auc:0.813829±0.006462 
[4993]  train-auc:0.861962±0.002396 test-auc:0.813834±0.006454 
[4994]  train-auc:0.861969±0.002397 test-auc:0.813820±0.006453 
[4995]  train-auc:0.861974±0.002394 test-auc:0.813824±0.006446 
[4996]  train-auc:0.861980±0.002395 test-auc:0.813825±0.006443 
[4997]  train-auc:0.861990±0.002391 test-auc:0.813825±0.006457 
[4998]  train-auc:0.861996±0.002392 test-auc:0.813819±0.006456 
[4999]  train-auc:0.862000±0.002393 test-auc:0.813823±0.006451 
[5000]  train-auc:0.862011±0.002382 test-auc:0.813832±0.006451 
[5001]  train-auc:0.862020±0.002382 test-auc:0.813834±0.006452 
[5002]  train-auc:0.862029±0.002379 test-auc:0.813835±0.006444 
[5003]  train-auc:0.862032±0.002381 test-auc:0.813842±0.006441 
[5004]  train-auc:0.862038±0.002382 test-auc:0.813837±0.006440 
[5005]  train-auc:0.862044±0.002382 test-auc:0.813844±0.006441 
[5006]  train-auc:0.862050±0.002381 test-auc:0.813840±0.006440 
[5007]  train-auc:0.862052±0.002382 test-auc:0.813842±0.006441 
[5008]  train-auc:0.862057±0.002382 test-auc:0.813838±0.006449 
[5009]  train-auc:0.862061±0.002384 test-auc:0.813841±0.006463 
[5010]  train-auc:0.862065±0.002386 test-auc:0.813845±0.006468 
[5011]  train-auc:0.862072±0.002385 test-auc:0.813848±0.006465 
[5012]  train-auc:0.862077±0.002388 test-auc:0.813850±0.006464 
[5013]  train-auc:0.862081±0.002387 test-auc:0.813862±0.006469 
[5014]  train-auc:0.862085±0.002388 test-auc:0.813862±0.006464 
[5015]  train-auc:0.862096±0.002385 test-auc:0.813867±0.006456 
[5016]  train-auc:0.862101±0.002389 test-auc:0.813877±0.006460 
[5017]  train-auc:0.862107±0.002388 test-auc:0.813875±0.006462 
[5018]  train-auc:0.862109±0.002387 test-auc:0.813877±0.006461 
[5019]  train-auc:0.862114±0.002386 test-auc:0.813882±0.006472 
[5020]  train-auc:0.862116±0.002385 test-auc:0.813886±0.006471 
[5021]  train-auc:0.862121±0.002386 test-auc:0.813884±0.006475 
[5022]  train-auc:0.862126±0.002385 test-auc:0.813883±0.006475 
[5023]  train-auc:0.862128±0.002386 test-auc:0.813885±0.006476 
[5024]  train-auc:0.862130±0.002387 test-auc:0.813886±0.006479 
[5025]  train-auc:0.862135±0.002387 test-auc:0.813886±0.006469 
[5026]  train-auc:0.862140±0.002388 test-auc:0.813884±0.006470 
[5027]  train-auc:0.862143±0.002389 test-auc:0.813887±0.006476 
[5028]  train-auc:0.862149±0.002389 test-auc:0.813884±0.006478 
[5029]  train-auc:0.862155±0.002390 test-auc:0.813881±0.006475 
[5030]  train-auc:0.862161±0.002388 test-auc:0.813888±0.006473 
[5031]  train-auc:0.862165±0.002387 test-auc:0.813896±0.006467 
[5032]  train-auc:0.862169±0.002388 test-auc:0.813903±0.006462 
[5033]  train-auc:0.862177±0.002388 test-auc:0.813910±0.006463 
[5034]  train-auc:0.862184±0.002389 test-auc:0.813903±0.006473 
[5035]  train-auc:0.862186±0.002389 test-auc:0.813908±0.006469 
[5036]  train-auc:0.862190±0.002390 test-auc:0.813908±0.006475 
[5037]  train-auc:0.862192±0.002390 test-auc:0.813915±0.006479 
[5038]  train-auc:0.862199±0.002392 test-auc:0.813921±0.006470 
[5039]  train-auc:0.862206±0.002396 test-auc:0.813922±0.006466 
[5040]  train-auc:0.862212±0.002398 test-auc:0.813913±0.006476 
[5041]  train-auc:0.862215±0.002397 test-auc:0.813920±0.006474 
[5042]  train-auc:0.862220±0.002397 test-auc:0.813917±0.006469 
[5043]  train-auc:0.862229±0.002400 test-auc:0.813928±0.006465 
[5044]  train-auc:0.862232±0.002399 test-auc:0.813932±0.006461 
[5045]  train-auc:0.862238±0.002402 test-auc:0.813934±0.006467 
[5046]  train-auc:0.862243±0.002402 test-auc:0.813932±0.006467 
[5047]  train-auc:0.862247±0.002402 test-auc:0.813937±0.006468 
[5048]  train-auc:0.862251±0.002400 test-auc:0.813935±0.006466 
[5049]  train-auc:0.862256±0.002401 test-auc:0.813943±0.006469 
[5050]  train-auc:0.862257±0.002402 test-auc:0.813944±0.006469 
[5051]  train-auc:0.862268±0.002401 test-auc:0.813949±0.006461 
[5052]  train-auc:0.862274±0.002403 test-auc:0.813943±0.006457 
[5053]  train-auc:0.862279±0.002401 test-auc:0.813950±0.006460 
[5054]  train-auc:0.862286±0.002402 test-auc:0.813953±0.006463 
[5055]  train-auc:0.862293±0.002402 test-auc:0.813948±0.006463 
[5056]  train-auc:0.862298±0.002401 test-auc:0.813953±0.006459 
[5057]  train-auc:0.862304±0.002401 test-auc:0.813950±0.006456 
[5058]  train-auc:0.862307±0.002402 test-auc:0.813951±0.006449 
[5059]  train-auc:0.862315±0.002405 test-auc:0.813951±0.006450 
[5060]  train-auc:0.862321±0.002404 test-auc:0.813951±0.006453 
[5061]  train-auc:0.862328±0.002403 test-auc:0.813946±0.006449 
[5062]  train-auc:0.862334±0.002404 test-auc:0.813946±0.006447 
[5063]  train-auc:0.862341±0.002405 test-auc:0.813939±0.006458 
[5064]  train-auc:0.862345±0.002404 test-auc:0.813939±0.006459 
[5065]  train-auc:0.862350±0.002402 test-auc:0.813941±0.006455 
[5066]  train-auc:0.862355±0.002402 test-auc:0.813945±0.006453 
[5067]  train-auc:0.862362±0.002399 test-auc:0.813945±0.006467 
[5068]  train-auc:0.862368±0.002397 test-auc:0.813948±0.006460 
[5069]  train-auc:0.862373±0.002396 test-auc:0.813951±0.006464 
[5070]  train-auc:0.862377±0.002397 test-auc:0.813956±0.006461 
[5071]  train-auc:0.862381±0.002397 test-auc:0.813952±0.006460 
[5072]  train-auc:0.862387±0.002397 test-auc:0.813963±0.006452 
[5073]  train-auc:0.862391±0.002398 test-auc:0.813971±0.006454 
[5074]  train-auc:0.862398±0.002395 test-auc:0.813972±0.006460 
[5075]  train-auc:0.862403±0.002398 test-auc:0.813968±0.006455 
[5076]  train-auc:0.862409±0.002402 test-auc:0.813967±0.006457 
[5077]  train-auc:0.862413±0.002401 test-auc:0.813964±0.006458 
[5078]  train-auc:0.862417±0.002402 test-auc:0.813967±0.006460 
[5079]  train-auc:0.862421±0.002402 test-auc:0.813969±0.006454 
[5080]  train-auc:0.862425±0.002403 test-auc:0.813965±0.006454 
[5081]  train-auc:0.862431±0.002403 test-auc:0.813968±0.006453 
[5082]  train-auc:0.862437±0.002406 test-auc:0.813970±0.006448 
[5083]  train-auc:0.862445±0.002405 test-auc:0.813982±0.006451 
[5084]  train-auc:0.862448±0.002403 test-auc:0.813982±0.006457 
[5085]  train-auc:0.862453±0.002404 test-auc:0.813986±0.006459 
[5086]  train-auc:0.862458±0.002405 test-auc:0.813988±0.006458 
[5087]  train-auc:0.862462±0.002409 test-auc:0.813990±0.006463 
[5088]  train-auc:0.862465±0.002406 test-auc:0.813987±0.006451 
[5089]  train-auc:0.862474±0.002404 test-auc:0.813989±0.006464 
[5090]  train-auc:0.862478±0.002408 test-auc:0.813989±0.006463 
[5091]  train-auc:0.862485±0.002409 test-auc:0.813996±0.006457 
[5092]  train-auc:0.862494±0.002411 test-auc:0.814008±0.006461 
[5093]  train-auc:0.862501±0.002409 test-auc:0.814015±0.006466 
[5094]  train-auc:0.862507±0.002407 test-auc:0.814017±0.006460 
[5095]  train-auc:0.862511±0.002406 test-auc:0.814024±0.006459 
[5096]  train-auc:0.862516±0.002409 test-auc:0.814018±0.006457 
[5097]  train-auc:0.862521±0.002406 test-auc:0.814014±0.006457 
[5098]  train-auc:0.862525±0.002404 test-auc:0.814014±0.006455 
[5099]  train-auc:0.862529±0.002403 test-auc:0.814019±0.006444 
[5100]  train-auc:0.862534±0.002402 test-auc:0.814021±0.006436 
[5101]  train-auc:0.862541±0.002401 test-auc:0.814027±0.006438 
[5102]  train-auc:0.862547±0.002402 test-auc:0.814028±0.006434 
[5103]  train-auc:0.862551±0.002399 test-auc:0.814019±0.006442 
[5104]  train-auc:0.862556±0.002398 test-auc:0.814021±0.006441 
[5105]  train-auc:0.862559±0.002397 test-auc:0.814024±0.006441 
[5106]  train-auc:0.862563±0.002397 test-auc:0.814029±0.006447 
[5107]  train-auc:0.862570±0.002395 test-auc:0.814037±0.006440 
[5108]  train-auc:0.862572±0.002398 test-auc:0.814042±0.006439 
[5109]  train-auc:0.862577±0.002397 test-auc:0.814046±0.006434 
[5110]  train-auc:0.862583±0.002398 test-auc:0.814048±0.006437 
[5111]  train-auc:0.862587±0.002395 test-auc:0.814046±0.006440 
[5112]  train-auc:0.862595±0.002394 test-auc:0.814056±0.006437 
[5113]  train-auc:0.862601±0.002394 test-auc:0.814062±0.006443 
[5114]  train-auc:0.862605±0.002394 test-auc:0.814057±0.006440 
[5115]  train-auc:0.862610±0.002395 test-auc:0.814059±0.006440 
[5116]  train-auc:0.862615±0.002396 test-auc:0.814057±0.006438 
[5117]  train-auc:0.862620±0.002394 test-auc:0.814052±0.006435 
[5118]  train-auc:0.862624±0.002397 test-auc:0.814050±0.006436 
[5119]  train-auc:0.862629±0.002398 test-auc:0.814052±0.006438 
[5120]  train-auc:0.862634±0.002398 test-auc:0.814053±0.006440 
[5121]  train-auc:0.862637±0.002399 test-auc:0.814048±0.006431 
[5122]  train-auc:0.862643±0.002398 test-auc:0.814052±0.006422 
[5123]  train-auc:0.862652±0.002401 test-auc:0.814049±0.006420 
[5124]  train-auc:0.862657±0.002401 test-auc:0.814046±0.006420 
[5125]  train-auc:0.862661±0.002400 test-auc:0.814048±0.006419 
[5126]  train-auc:0.862667±0.002401 test-auc:0.814049±0.006422 
[5127]  train-auc:0.862669±0.002402 test-auc:0.814058±0.006429 
[5128]  train-auc:0.862675±0.002403 test-auc:0.814057±0.006430 
[5129]  train-auc:0.862681±0.002408 test-auc:0.814045±0.006424 
[5130]  train-auc:0.862686±0.002408 test-auc:0.814046±0.006422 
[5131]  train-auc:0.862690±0.002405 test-auc:0.814046±0.006423 
[5132]  train-auc:0.862696±0.002407 test-auc:0.814050±0.006420 
[5133]  train-auc:0.862704±0.002404 test-auc:0.814055±0.006430 
[5134]  train-auc:0.862705±0.002406 test-auc:0.814058±0.006434 
[5135]  train-auc:0.862710±0.002405 test-auc:0.814058±0.006429 
[5136]  train-auc:0.862713±0.002404 test-auc:0.814056±0.006430 
[5137]  train-auc:0.862716±0.002401 test-auc:0.814052±0.006428 
[5138]  train-auc:0.862721±0.002401 test-auc:0.814053±0.006427 
[5139]  train-auc:0.862726±0.002402 test-auc:0.814055±0.006425 
[5140]  train-auc:0.862736±0.002394 test-auc:0.814055±0.006422 
[5141]  train-auc:0.862738±0.002392 test-auc:0.814054±0.006413 
[5142]  train-auc:0.862741±0.002391 test-auc:0.814054±0.006415 
[5143]  train-auc:0.862745±0.002389 test-auc:0.814051±0.006426 
[5144]  train-auc:0.862749±0.002391 test-auc:0.814052±0.006423 
[5145]  train-auc:0.862755±0.002393 test-auc:0.814055±0.006427 
[5146]  train-auc:0.862758±0.002395 test-auc:0.814061±0.006426 
[5147]  train-auc:0.862763±0.002395 test-auc:0.814060±0.006426 
[5148]  train-auc:0.862765±0.002395 test-auc:0.814062±0.006428 
[5149]  train-auc:0.862769±0.002395 test-auc:0.814062±0.006427 
[5150]  train-auc:0.862773±0.002394 test-auc:0.814068±0.006428 
[5151]  train-auc:0.862779±0.002393 test-auc:0.814062±0.006431 
[5152]  train-auc:0.862784±0.002390 test-auc:0.814067±0.006432 
[5153]  train-auc:0.862787±0.002391 test-auc:0.814075±0.006433 
[5154]  train-auc:0.862790±0.002392 test-auc:0.814073±0.006431 
[5155]  train-auc:0.862796±0.002390 test-auc:0.814066±0.006432 
[5156]  train-auc:0.862801±0.002390 test-auc:0.814070±0.006433 
[5157]  train-auc:0.862806±0.002389 test-auc:0.814082±0.006425 
[5158]  train-auc:0.862811±0.002387 test-auc:0.814084±0.006427 
[5159]  train-auc:0.862812±0.002384 test-auc:0.814078±0.006434 
[5160]  train-auc:0.862819±0.002383 test-auc:0.814077±0.006438 
[5161]  train-auc:0.862823±0.002382 test-auc:0.814076±0.006437 
[5162]  train-auc:0.862827±0.002381 test-auc:0.814067±0.006444 
[5163]  train-auc:0.862829±0.002380 test-auc:0.814068±0.006443 
[5164]  train-auc:0.862835±0.002382 test-auc:0.814072±0.006439 
[5165]  train-auc:0.862841±0.002379 test-auc:0.814065±0.006433 
[5166]  train-auc:0.862845±0.002380 test-auc:0.814063±0.006429 
[5167]  train-auc:0.862851±0.002375 test-auc:0.814069±0.006425 
[5168]  train-auc:0.862858±0.002371 test-auc:0.814075±0.006428 
[5169]  train-auc:0.862861±0.002372 test-auc:0.814075±0.006429 
[5170]  train-auc:0.862866±0.002374 test-auc:0.814081±0.006439 
[5171]  train-auc:0.862871±0.002371 test-auc:0.814083±0.006441 
[5172]  train-auc:0.862873±0.002369 test-auc:0.814080±0.006437 
[5173]  train-auc:0.862876±0.002367 test-auc:0.814073±0.006439 
[5174]  train-auc:0.862877±0.002367 test-auc:0.814077±0.006436 
[5175]  train-auc:0.862887±0.002368 test-auc:0.814078±0.006438 
[5176]  train-auc:0.862891±0.002367 test-auc:0.814075±0.006441 
[5177]  train-auc:0.862896±0.002368 test-auc:0.814075±0.006444 
[5178]  train-auc:0.862905±0.002367 test-auc:0.814077±0.006447 
[5179]  train-auc:0.862909±0.002369 test-auc:0.814073±0.006440 
[5180]  train-auc:0.862917±0.002368 test-auc:0.814084±0.006432 
[5181]  train-auc:0.862919±0.002369 test-auc:0.814093±0.006428 
[5182]  train-auc:0.862925±0.002368 test-auc:0.814084±0.006429 
[5183]  train-auc:0.862929±0.002366 test-auc:0.814092±0.006422 
[5184]  train-auc:0.862934±0.002363 test-auc:0.814090±0.006421 
[5185]  train-auc:0.862941±0.002358 test-auc:0.814096±0.006420 
[5186]  train-auc:0.862948±0.002356 test-auc:0.814099±0.006429 
[5187]  train-auc:0.862951±0.002355 test-auc:0.814102±0.006420 
[5188]  train-auc:0.862955±0.002356 test-auc:0.814111±0.006418 
[5189]  train-auc:0.862961±0.002352 test-auc:0.814108±0.006410 
[5190]  train-auc:0.862968±0.002350 test-auc:0.814108±0.006407 
[5191]  train-auc:0.862975±0.002350 test-auc:0.814110±0.006408 
[5192]  train-auc:0.862979±0.002348 test-auc:0.814114±0.006406 
[5193]  train-auc:0.862984±0.002347 test-auc:0.814113±0.006407 
[5194]  train-auc:0.862989±0.002347 test-auc:0.814116±0.006408 
[5195]  train-auc:0.862996±0.002349 test-auc:0.814124±0.006407 
[5196]  train-auc:0.863001±0.002347 test-auc:0.814125±0.006408 
[5197]  train-auc:0.863008±0.002343 test-auc:0.814124±0.006416 
[5198]  train-auc:0.863015±0.002344 test-auc:0.814130±0.006414 
[5199]  train-auc:0.863024±0.002345 test-auc:0.814125±0.006421 
[5200]  train-auc:0.863033±0.002344 test-auc:0.814131±0.006409 
[5201]  train-auc:0.863039±0.002344 test-auc:0.814130±0.006399 
[5202]  train-auc:0.863045±0.002340 test-auc:0.814138±0.006392 
[5203]  train-auc:0.863049±0.002340 test-auc:0.814140±0.006392 
[5204]  train-auc:0.863055±0.002340 test-auc:0.814141±0.006401 
[5205]  train-auc:0.863060±0.002342 test-auc:0.814146±0.006403 
[5206]  train-auc:0.863066±0.002345 test-auc:0.814150±0.006404 
[5207]  train-auc:0.863071±0.002342 test-auc:0.814150±0.006398 
[5208]  train-auc:0.863076±0.002341 test-auc:0.814151±0.006399 
[5209]  train-auc:0.863080±0.002342 test-auc:0.814151±0.006399 
[5210]  train-auc:0.863085±0.002341 test-auc:0.814157±0.006402 
[5211]  train-auc:0.863090±0.002342 test-auc:0.814162±0.006408 
[5212]  train-auc:0.863094±0.002341 test-auc:0.814152±0.006409 
[5213]  train-auc:0.863098±0.002342 test-auc:0.814152±0.006410 
[5214]  train-auc:0.863101±0.002343 test-auc:0.814156±0.006411 
[5215]  train-auc:0.863104±0.002345 test-auc:0.814152±0.006404 
[5216]  train-auc:0.863112±0.002342 test-auc:0.814154±0.006394 
[5217]  train-auc:0.863115±0.002342 test-auc:0.814155±0.006386 
[5218]  train-auc:0.863118±0.002340 test-auc:0.814151±0.006389 
[5219]  train-auc:0.863124±0.002340 test-auc:0.814147±0.006385 
[5220]  train-auc:0.863132±0.002340 test-auc:0.814142±0.006383 
[5221]  train-auc:0.863139±0.002345 test-auc:0.814146±0.006388 
[5222]  train-auc:0.863141±0.002348 test-auc:0.814146±0.006385 
[5223]  train-auc:0.863149±0.002349 test-auc:0.814142±0.006389 
[5224]  train-auc:0.863153±0.002347 test-auc:0.814147±0.006381 
[5225]  train-auc:0.863161±0.002349 test-auc:0.814145±0.006388 
[5226]  train-auc:0.863167±0.002348 test-auc:0.814153±0.006383 
[5227]  train-auc:0.863172±0.002348 test-auc:0.814151±0.006384 
[5228]  train-auc:0.863173±0.002346 test-auc:0.814149±0.006388 
[5229]  train-auc:0.863180±0.002345 test-auc:0.814150±0.006386 
[5230]  train-auc:0.863189±0.002346 test-auc:0.814153±0.006393 
[5231]  train-auc:0.863194±0.002346 test-auc:0.814157±0.006390 
[5232]  train-auc:0.863199±0.002346 test-auc:0.814154±0.006394 
[5233]  train-auc:0.863205±0.002347 test-auc:0.814160±0.006384 
[5234]  train-auc:0.863212±0.002350 test-auc:0.814164±0.006386 
[5235]  train-auc:0.863217±0.002348 test-auc:0.814167±0.006392 
[5236]  train-auc:0.863226±0.002345 test-auc:0.814173±0.006388 
[5237]  train-auc:0.863228±0.002346 test-auc:0.814173±0.006393 
[5238]  train-auc:0.863233±0.002349 test-auc:0.814178±0.006393 
[5239]  train-auc:0.863239±0.002349 test-auc:0.814175±0.006396 
[5240]  train-auc:0.863245±0.002350 test-auc:0.814178±0.006400 
[5241]  train-auc:0.863249±0.002350 test-auc:0.814180±0.006390 
[5242]  train-auc:0.863252±0.002350 test-auc:0.814184±0.006391 
[5243]  train-auc:0.863257±0.002352 test-auc:0.814191±0.006401 
[5244]  train-auc:0.863261±0.002351 test-auc:0.814183±0.006393 
[5245]  train-auc:0.863263±0.002350 test-auc:0.814190±0.006387 
[5246]  train-auc:0.863271±0.002352 test-auc:0.814194±0.006392 
[5247]  train-auc:0.863276±0.002351 test-auc:0.814195±0.006388 
[5248]  train-auc:0.863280±0.002352 test-auc:0.814195±0.006387 
[5249]  train-auc:0.863284±0.002354 test-auc:0.814197±0.006391 
[5250]  train-auc:0.863289±0.002353 test-auc:0.814199±0.006389 
[5251]  train-auc:0.863294±0.002353 test-auc:0.814206±0.006384 
[5252]  train-auc:0.863301±0.002353 test-auc:0.814208±0.006384 
[5253]  train-auc:0.863306±0.002351 test-auc:0.814209±0.006384 
[5254]  train-auc:0.863310±0.002352 test-auc:0.814214±0.006384 
[5255]  train-auc:0.863316±0.002348 test-auc:0.814216±0.006379 
[5256]  train-auc:0.863318±0.002348 test-auc:0.814222±0.006376 
[5257]  train-auc:0.863324±0.002352 test-auc:0.814229±0.006377 
[5258]  train-auc:0.863331±0.002358 test-auc:0.814226±0.006389 
[5259]  train-auc:0.863339±0.002361 test-auc:0.814234±0.006388 
[5260]  train-auc:0.863345±0.002363 test-auc:0.814234±0.006387 
[5261]  train-auc:0.863350±0.002363 test-auc:0.814233±0.006387 
[5262]  train-auc:0.863357±0.002363 test-auc:0.814230±0.006396 
[5263]  train-auc:0.863363±0.002366 test-auc:0.814241±0.006402 
[5264]  train-auc:0.863369±0.002370 test-auc:0.814241±0.006407 
[5265]  train-auc:0.863371±0.002368 test-auc:0.814240±0.006406 
[5266]  train-auc:0.863376±0.002368 test-auc:0.814245±0.006402 
[5267]  train-auc:0.863381±0.002367 test-auc:0.814256±0.006394 
[5268]  train-auc:0.863385±0.002367 test-auc:0.814254±0.006396 
[5269]  train-auc:0.863392±0.002370 test-auc:0.814249±0.006392 
[5270]  train-auc:0.863398±0.002368 test-auc:0.814246±0.006390 
[5271]  train-auc:0.863402±0.002369 test-auc:0.814257±0.006389 
[5272]  train-auc:0.863407±0.002368 test-auc:0.814255±0.006390 
[5273]  train-auc:0.863410±0.002364 test-auc:0.814253±0.006388 
[5274]  train-auc:0.863416±0.002363 test-auc:0.814253±0.006393 
[5275]  train-auc:0.863420±0.002362 test-auc:0.814258±0.006393 
[5276]  train-auc:0.863426±0.002363 test-auc:0.814258±0.006394 
[5277]  train-auc:0.863431±0.002364 test-auc:0.814267±0.006391 
[5278]  train-auc:0.863437±0.002366 test-auc:0.814268±0.006391 
[5279]  train-auc:0.863441±0.002367 test-auc:0.814271±0.006394 
[5280]  train-auc:0.863446±0.002369 test-auc:0.814276±0.006397 
[5281]  train-auc:0.863450±0.002370 test-auc:0.814274±0.006394 
[5282]  train-auc:0.863455±0.002368 test-auc:0.814279±0.006397 
[5283]  train-auc:0.863458±0.002369 test-auc:0.814279±0.006398 
[5284]  train-auc:0.863463±0.002370 test-auc:0.814279±0.006394 
[5285]  train-auc:0.863466±0.002370 test-auc:0.814283±0.006385 
[5286]  train-auc:0.863470±0.002369 test-auc:0.814280±0.006387 
[5287]  train-auc:0.863479±0.002367 test-auc:0.814293±0.006388 
[5288]  train-auc:0.863483±0.002365 test-auc:0.814301±0.006391 
[5289]  train-auc:0.863489±0.002364 test-auc:0.814305±0.006397 
[5290]  train-auc:0.863493±0.002367 test-auc:0.814310±0.006396 
[5291]  train-auc:0.863500±0.002367 test-auc:0.814315±0.006401 
[5292]  train-auc:0.863507±0.002364 test-auc:0.814320±0.006403 
[5293]  train-auc:0.863510±0.002363 test-auc:0.814315±0.006395 
[5294]  train-auc:0.863516±0.002362 test-auc:0.814325±0.006393 
[5295]  train-auc:0.863520±0.002360 test-auc:0.814321±0.006391 
[5296]  train-auc:0.863525±0.002360 test-auc:0.814310±0.006397 
[5297]  train-auc:0.863527±0.002360 test-auc:0.814312±0.006406 
[5298]  train-auc:0.863530±0.002359 test-auc:0.814316±0.006405 
[5299]  train-auc:0.863536±0.002358 test-auc:0.814322±0.006413 
[5300]  train-auc:0.863547±0.002355 test-auc:0.814323±0.006408 
[5301]  train-auc:0.863556±0.002356 test-auc:0.814322±0.006418 
[5302]  train-auc:0.863565±0.002353 test-auc:0.814324±0.006425 
[5303]  train-auc:0.863569±0.002351 test-auc:0.814326±0.006425 
[5304]  train-auc:0.863573±0.002350 test-auc:0.814327±0.006430 
[5305]  train-auc:0.863577±0.002350 test-auc:0.814321±0.006422 
[5306]  train-auc:0.863579±0.002349 test-auc:0.814320±0.006421 
[5307]  train-auc:0.863584±0.002350 test-auc:0.814330±0.006412 
[5308]  train-auc:0.863587±0.002349 test-auc:0.814336±0.006407 
[5309]  train-auc:0.863593±0.002352 test-auc:0.814343±0.006413 
[5310]  train-auc:0.863594±0.002352 test-auc:0.814339±0.006411 
[5311]  train-auc:0.863597±0.002351 test-auc:0.814337±0.006405 
[5312]  train-auc:0.863601±0.002350 test-auc:0.814339±0.006408 
[5313]  train-auc:0.863606±0.002350 test-auc:0.814337±0.006407 
[5314]  train-auc:0.863610±0.002352 test-auc:0.814340±0.006396 
[5315]  train-auc:0.863615±0.002352 test-auc:0.814342±0.006399 
[5316]  train-auc:0.863619±0.002350 test-auc:0.814337±0.006389 
[5317]  train-auc:0.863624±0.002352 test-auc:0.814338±0.006392 
[5318]  train-auc:0.863631±0.002349 test-auc:0.814337±0.006388 
[5319]  train-auc:0.863638±0.002348 test-auc:0.814339±0.006381 
[5320]  train-auc:0.863643±0.002347 test-auc:0.814344±0.006382 
[5321]  train-auc:0.863650±0.002346 test-auc:0.814342±0.006381 
[5322]  train-auc:0.863654±0.002345 test-auc:0.814341±0.006382 
[5323]  train-auc:0.863658±0.002345 test-auc:0.814348±0.006381 
[5324]  train-auc:0.863662±0.002346 test-auc:0.814353±0.006385 
[5325]  train-auc:0.863668±0.002344 test-auc:0.814359±0.006391 
[5326]  train-auc:0.863672±0.002347 test-auc:0.814366±0.006396 
[5327]  train-auc:0.863680±0.002344 test-auc:0.814365±0.006391 
[5328]  train-auc:0.863683±0.002341 test-auc:0.814369±0.006391 
[5329]  train-auc:0.863692±0.002339 test-auc:0.814374±0.006390 
[5330]  train-auc:0.863695±0.002338 test-auc:0.814370±0.006385 
[5331]  train-auc:0.863700±0.002339 test-auc:0.814378±0.006386 
[5332]  train-auc:0.863707±0.002338 test-auc:0.814374±0.006387 
[5333]  train-auc:0.863714±0.002338 test-auc:0.814373±0.006386 
[5334]  train-auc:0.863718±0.002337 test-auc:0.814370±0.006394 
[5335]  train-auc:0.863723±0.002340 test-auc:0.814374±0.006398 
[5336]  train-auc:0.863731±0.002341 test-auc:0.814376±0.006395 
[5337]  train-auc:0.863737±0.002344 test-auc:0.814374±0.006393 
[5338]  train-auc:0.863744±0.002344 test-auc:0.814367±0.006389 
[5339]  train-auc:0.863750±0.002347 test-auc:0.814375±0.006392 
[5340]  train-auc:0.863754±0.002344 test-auc:0.814369±0.006403 
[5341]  train-auc:0.863757±0.002343 test-auc:0.814374±0.006404 
[5342]  train-auc:0.863763±0.002345 test-auc:0.814378±0.006407 
[5343]  train-auc:0.863765±0.002346 test-auc:0.814384±0.006410 
[5344]  train-auc:0.863771±0.002345 test-auc:0.814389±0.006403 
[5345]  train-auc:0.863776±0.002344 test-auc:0.814396±0.006414 
[5346]  train-auc:0.863780±0.002342 test-auc:0.814398±0.006418 
[5347]  train-auc:0.863785±0.002342 test-auc:0.814396±0.006413 
[5348]  train-auc:0.863791±0.002340 test-auc:0.814399±0.006416 
[5349]  train-auc:0.863798±0.002340 test-auc:0.814411±0.006418 
[5350]  train-auc:0.863807±0.002340 test-auc:0.814407±0.006420 
[5351]  train-auc:0.863815±0.002339 test-auc:0.814407±0.006432 
[5352]  train-auc:0.863821±0.002338 test-auc:0.814411±0.006440 
[5353]  train-auc:0.863828±0.002338 test-auc:0.814414±0.006422 
[5354]  train-auc:0.863835±0.002341 test-auc:0.814419±0.006428 
[5355]  train-auc:0.863840±0.002342 test-auc:0.814419±0.006433 
[5356]  train-auc:0.863846±0.002343 test-auc:0.814421±0.006433 
[5357]  train-auc:0.863852±0.002342 test-auc:0.814419±0.006436 
[5358]  train-auc:0.863859±0.002341 test-auc:0.814418±0.006432 
[5359]  train-auc:0.863866±0.002341 test-auc:0.814424±0.006431 
[5360]  train-auc:0.863874±0.002341 test-auc:0.814432±0.006438 
[5361]  train-auc:0.863880±0.002339 test-auc:0.814440±0.006421 
[5362]  train-auc:0.863891±0.002335 test-auc:0.814437±0.006417 
[5363]  train-auc:0.863899±0.002337 test-auc:0.814439±0.006409 
[5364]  train-auc:0.863905±0.002337 test-auc:0.814448±0.006409 
[5365]  train-auc:0.863910±0.002337 test-auc:0.814453±0.006410 
[5366]  train-auc:0.863914±0.002335 test-auc:0.814462±0.006399 
[5367]  train-auc:0.863920±0.002335 test-auc:0.814457±0.006407 
[5368]  train-auc:0.863924±0.002337 test-auc:0.814455±0.006412 
[5369]  train-auc:0.863930±0.002338 test-auc:0.814454±0.006408 
[5370]  train-auc:0.863936±0.002342 test-auc:0.814457±0.006411 
[5371]  train-auc:0.863942±0.002348 test-auc:0.814463±0.006415 
[5372]  train-auc:0.863948±0.002349 test-auc:0.814469±0.006410 
[5373]  train-auc:0.863951±0.002352 test-auc:0.814464±0.006410 
[5374]  train-auc:0.863957±0.002354 test-auc:0.814465±0.006410 
[5375]  train-auc:0.863964±0.002356 test-auc:0.814460±0.006402 
[5376]  train-auc:0.863970±0.002357 test-auc:0.814454±0.006411 
[5377]  train-auc:0.863973±0.002356 test-auc:0.814453±0.006406 
[5378]  train-auc:0.863981±0.002353 test-auc:0.814456±0.006406 
[5379]  train-auc:0.863983±0.002354 test-auc:0.814450±0.006401 
[5380]  train-auc:0.863987±0.002355 test-auc:0.814450±0.006404 
[5381]  train-auc:0.863991±0.002355 test-auc:0.814458±0.006401 
[5382]  train-auc:0.863998±0.002356 test-auc:0.814462±0.006402 
[5383]  train-auc:0.864002±0.002358 test-auc:0.814464±0.006398 
[5384]  train-auc:0.864005±0.002358 test-auc:0.814467±0.006394 
[5385]  train-auc:0.864011±0.002361 test-auc:0.814475±0.006393 
[5386]  train-auc:0.864017±0.002359 test-auc:0.814480±0.006401 
[5387]  train-auc:0.864020±0.002360 test-auc:0.814482±0.006403 
[5388]  train-auc:0.864023±0.002359 test-auc:0.814484±0.006405 
[5389]  train-auc:0.864027±0.002360 test-auc:0.814488±0.006399 
[5390]  train-auc:0.864033±0.002358 test-auc:0.814491±0.006405 
[5391]  train-auc:0.864039±0.002359 test-auc:0.814486±0.006412 
[5392]  train-auc:0.864043±0.002357 test-auc:0.814483±0.006410 
[5393]  train-auc:0.864049±0.002357 test-auc:0.814490±0.006410 
[5394]  train-auc:0.864055±0.002356 test-auc:0.814493±0.006412 
[5395]  train-auc:0.864059±0.002355 test-auc:0.814496±0.006413 
[5396]  train-auc:0.864064±0.002354 test-auc:0.814503±0.006418 
[5397]  train-auc:0.864073±0.002357 test-auc:0.814509±0.006416 
[5398]  train-auc:0.864076±0.002354 test-auc:0.814515±0.006418 
[5399]  train-auc:0.864083±0.002354 test-auc:0.814515±0.006423 
[5400]  train-auc:0.864089±0.002354 test-auc:0.814520±0.006417 
[5401]  train-auc:0.864091±0.002352 test-auc:0.814526±0.006421 
[5402]  train-auc:0.864097±0.002356 test-auc:0.814532±0.006420 
[5403]  train-auc:0.864101±0.002355 test-auc:0.814538±0.006415 
[5404]  train-auc:0.864108±0.002354 test-auc:0.814535±0.006408 
[5405]  train-auc:0.864113±0.002354 test-auc:0.814538±0.006407 
[5406]  train-auc:0.864117±0.002350 test-auc:0.814538±0.006417 
[5407]  train-auc:0.864121±0.002351 test-auc:0.814535±0.006416 
[5408]  train-auc:0.864127±0.002350 test-auc:0.814529±0.006419 
[5409]  train-auc:0.864132±0.002348 test-auc:0.814541±0.006408 
[5410]  train-auc:0.864138±0.002348 test-auc:0.814546±0.006410 
[5411]  train-auc:0.864143±0.002345 test-auc:0.814546±0.006410 
[5412]  train-auc:0.864149±0.002344 test-auc:0.814545±0.006403 
[5413]  train-auc:0.864153±0.002344 test-auc:0.814542±0.006404 
[5414]  train-auc:0.864160±0.002345 test-auc:0.814537±0.006409 
[5415]  train-auc:0.864165±0.002344 test-auc:0.814544±0.006405 
[5416]  train-auc:0.864171±0.002345 test-auc:0.814543±0.006412 
[5417]  train-auc:0.864174±0.002344 test-auc:0.814542±0.006408 
[5418]  train-auc:0.864179±0.002346 test-auc:0.814543±0.006414 
[5419]  train-auc:0.864183±0.002347 test-auc:0.814543±0.006413 
[5420]  train-auc:0.864188±0.002347 test-auc:0.814547±0.006418 
[5421]  train-auc:0.864194±0.002347 test-auc:0.814553±0.006422 
[5422]  train-auc:0.864198±0.002349 test-auc:0.814555±0.006425 
[5423]  train-auc:0.864203±0.002347 test-auc:0.814554±0.006420 
[5424]  train-auc:0.864207±0.002348 test-auc:0.814557±0.006419 
[5425]  train-auc:0.864210±0.002348 test-auc:0.814555±0.006417 
[5426]  train-auc:0.864213±0.002351 test-auc:0.814555±0.006415 
[5427]  train-auc:0.864218±0.002351 test-auc:0.814549±0.006419 
[5428]  train-auc:0.864220±0.002350 test-auc:0.814552±0.006418 
[5429]  train-auc:0.864224±0.002350 test-auc:0.814554±0.006420 
[5430]  train-auc:0.864228±0.002351 test-auc:0.814558±0.006433 
[5431]  train-auc:0.864233±0.002351 test-auc:0.814560±0.006431 
[5432]  train-auc:0.864237±0.002350 test-auc:0.814558±0.006437 
[5433]  train-auc:0.864242±0.002352 test-auc:0.814559±0.006437 
[5434]  train-auc:0.864249±0.002354 test-auc:0.814566±0.006444 
[5435]  train-auc:0.864252±0.002355 test-auc:0.814567±0.006448 
[5436]  train-auc:0.864257±0.002354 test-auc:0.814562±0.006447 
[5437]  train-auc:0.864263±0.002355 test-auc:0.814567±0.006453 
[5438]  train-auc:0.864266±0.002354 test-auc:0.814570±0.006451 
[5439]  train-auc:0.864272±0.002356 test-auc:0.814573±0.006458 
[5440]  train-auc:0.864276±0.002358 test-auc:0.814573±0.006459 
[5441]  train-auc:0.864280±0.002357 test-auc:0.814571±0.006455 
[5442]  train-auc:0.864284±0.002355 test-auc:0.814563±0.006451 
[5443]  train-auc:0.864287±0.002355 test-auc:0.814567±0.006458 
[5444]  train-auc:0.864293±0.002355 test-auc:0.814566±0.006462 
[5445]  train-auc:0.864297±0.002355 test-auc:0.814562±0.006460 
[5446]  train-auc:0.864303±0.002354 test-auc:0.814561±0.006463 
[5447]  train-auc:0.864307±0.002353 test-auc:0.814558±0.006461 
[5448]  train-auc:0.864310±0.002350 test-auc:0.814557±0.006465 
[5449]  train-auc:0.864314±0.002351 test-auc:0.814561±0.006467 
[5450]  train-auc:0.864320±0.002353 test-auc:0.814571±0.006469 
[5451]  train-auc:0.864327±0.002355 test-auc:0.814578±0.006470 
[5452]  train-auc:0.864335±0.002357 test-auc:0.814580±0.006461 
[5453]  train-auc:0.864339±0.002359 test-auc:0.814582±0.006462 
[5454]  train-auc:0.864344±0.002362 test-auc:0.814585±0.006463 
[5455]  train-auc:0.864349±0.002365 test-auc:0.814589±0.006462 
[5456]  train-auc:0.864356±0.002369 test-auc:0.814595±0.006464 
[5457]  train-auc:0.864362±0.002372 test-auc:0.814596±0.006469 
[5458]  train-auc:0.864366±0.002373 test-auc:0.814595±0.006470 
[5459]  train-auc:0.864369±0.002374 test-auc:0.814605±0.006470 
[5460]  train-auc:0.864374±0.002373 test-auc:0.814605±0.006472 
[5461]  train-auc:0.864380±0.002374 test-auc:0.814607±0.006473 
[5462]  train-auc:0.864386±0.002377 test-auc:0.814608±0.006474 
[5463]  train-auc:0.864389±0.002380 test-auc:0.814609±0.006463 
[5464]  train-auc:0.864393±0.002382 test-auc:0.814606±0.006471 
[5465]  train-auc:0.864399±0.002382 test-auc:0.814610±0.006481 
[5466]  train-auc:0.864403±0.002380 test-auc:0.814607±0.006478 
[5467]  train-auc:0.864407±0.002382 test-auc:0.814602±0.006476 
[5468]  train-auc:0.864411±0.002383 test-auc:0.814597±0.006479 
[5469]  train-auc:0.864415±0.002382 test-auc:0.814598±0.006480 
[5470]  train-auc:0.864419±0.002382 test-auc:0.814597±0.006481 
[5471]  train-auc:0.864426±0.002384 test-auc:0.814603±0.006478 
[5472]  train-auc:0.864429±0.002383 test-auc:0.814609±0.006475 
[5473]  train-auc:0.864433±0.002382 test-auc:0.814611±0.006488 
[5474]  train-auc:0.864438±0.002381 test-auc:0.814616±0.006484 
[5475]  train-auc:0.864442±0.002382 test-auc:0.814615±0.006482 
[5476]  train-auc:0.864448±0.002381 test-auc:0.814615±0.006481 
[5477]  train-auc:0.864456±0.002377 test-auc:0.814625±0.006471 
[5478]  train-auc:0.864459±0.002377 test-auc:0.814619±0.006461 
[5479]  train-auc:0.864467±0.002378 test-auc:0.814622±0.006462 
[5480]  train-auc:0.864475±0.002378 test-auc:0.814628±0.006471 
[5481]  train-auc:0.864482±0.002378 test-auc:0.814631±0.006474 
[5482]  train-auc:0.864489±0.002375 test-auc:0.814635±0.006478 
[5483]  train-auc:0.864495±0.002373 test-auc:0.814631±0.006478 
[5484]  train-auc:0.864497±0.002371 test-auc:0.814638±0.006474 
[5485]  train-auc:0.864502±0.002374 test-auc:0.814642±0.006475 
[5486]  train-auc:0.864508±0.002373 test-auc:0.814641±0.006474 
[5487]  train-auc:0.864511±0.002372 test-auc:0.814642±0.006471 
[5488]  train-auc:0.864516±0.002373 test-auc:0.814646±0.006475 
[5489]  train-auc:0.864522±0.002376 test-auc:0.814642±0.006475 
[5490]  train-auc:0.864524±0.002378 test-auc:0.814647±0.006474 
[5491]  train-auc:0.864529±0.002378 test-auc:0.814647±0.006472 
[5492]  train-auc:0.864534±0.002374 test-auc:0.814656±0.006466 
[5493]  train-auc:0.864538±0.002375 test-auc:0.814660±0.006463 
[5494]  train-auc:0.864545±0.002375 test-auc:0.814653±0.006464 
[5495]  train-auc:0.864547±0.002374 test-auc:0.814659±0.006468 
[5496]  train-auc:0.864550±0.002375 test-auc:0.814653±0.006470 
[5497]  train-auc:0.864556±0.002373 test-auc:0.814658±0.006467 
[5498]  train-auc:0.864562±0.002378 test-auc:0.814659±0.006476 
[5499]  train-auc:0.864565±0.002377 test-auc:0.814662±0.006476 
[5500]  train-auc:0.864569±0.002377 test-auc:0.814662±0.006479 
[5501]  train-auc:0.864577±0.002378 test-auc:0.814664±0.006468 
[5502]  train-auc:0.864585±0.002378 test-auc:0.814662±0.006473 
[5503]  train-auc:0.864592±0.002373 test-auc:0.814662±0.006482 
[5504]  train-auc:0.864596±0.002373 test-auc:0.814663±0.006485 
[5505]  train-auc:0.864600±0.002372 test-auc:0.814664±0.006487 
[5506]  train-auc:0.864602±0.002371 test-auc:0.814667±0.006489 
[5507]  train-auc:0.864605±0.002371 test-auc:0.814670±0.006496 
[5508]  train-auc:0.864610±0.002372 test-auc:0.814662±0.006494 
[5509]  train-auc:0.864615±0.002374 test-auc:0.814666±0.006493 
[5510]  train-auc:0.864618±0.002374 test-auc:0.814665±0.006502 
[5511]  train-auc:0.864622±0.002373 test-auc:0.814667±0.006501 
[5512]  train-auc:0.864630±0.002373 test-auc:0.814671±0.006517 
[5513]  train-auc:0.864635±0.002373 test-auc:0.814681±0.006512 
[5514]  train-auc:0.864637±0.002374 test-auc:0.814683±0.006512 
[5515]  train-auc:0.864644±0.002375 test-auc:0.814684±0.006517 
[5516]  train-auc:0.864650±0.002376 test-auc:0.814686±0.006512 
[5517]  train-auc:0.864655±0.002373 test-auc:0.814689±0.006502 
[5518]  train-auc:0.864662±0.002374 test-auc:0.814690±0.006504 
[5519]  train-auc:0.864668±0.002374 test-auc:0.814685±0.006504 
[5520]  train-auc:0.864677±0.002375 test-auc:0.814685±0.006509 
[5521]  train-auc:0.864682±0.002372 test-auc:0.814696±0.006502 
[5522]  train-auc:0.864687±0.002372 test-auc:0.814693±0.006522 
[5523]  train-auc:0.864695±0.002371 test-auc:0.814689±0.006525 
[5524]  train-auc:0.864704±0.002363 test-auc:0.814691±0.006508 
[5525]  train-auc:0.864708±0.002365 test-auc:0.814691±0.006506 
[5526]  train-auc:0.864715±0.002367 test-auc:0.814702±0.006501 
[5527]  train-auc:0.864718±0.002367 test-auc:0.814705±0.006506 
[5528]  train-auc:0.864721±0.002367 test-auc:0.814705±0.006507 
[5529]  train-auc:0.864729±0.002370 test-auc:0.814710±0.006522 
[5530]  train-auc:0.864737±0.002372 test-auc:0.814707±0.006512 
[5531]  train-auc:0.864741±0.002369 test-auc:0.814705±0.006510 
[5532]  train-auc:0.864748±0.002369 test-auc:0.814706±0.006502 
[5533]  train-auc:0.864756±0.002369 test-auc:0.814704±0.006504 
[5534]  train-auc:0.864762±0.002365 test-auc:0.814707±0.006497 
[5535]  train-auc:0.864770±0.002365 test-auc:0.814707±0.006494 
[5536]  train-auc:0.864778±0.002367 test-auc:0.814703±0.006492 
[5537]  train-auc:0.864783±0.002368 test-auc:0.814700±0.006489 
[5538]  train-auc:0.864790±0.002364 test-auc:0.814709±0.006494 
[5539]  train-auc:0.864798±0.002362 test-auc:0.814720±0.006489 
[5540]  train-auc:0.864805±0.002360 test-auc:0.814716±0.006492 
[5541]  train-auc:0.864814±0.002360 test-auc:0.814726±0.006493 
[5542]  train-auc:0.864821±0.002358 test-auc:0.814713±0.006494 
[5543]  train-auc:0.864826±0.002359 test-auc:0.814720±0.006492 
[5544]  train-auc:0.864832±0.002356 test-auc:0.814718±0.006486 
[5545]  train-auc:0.864844±0.002357 test-auc:0.814727±0.006480 
[5546]  train-auc:0.864850±0.002355 test-auc:0.814728±0.006477 
[5547]  train-auc:0.864861±0.002354 test-auc:0.814726±0.006467 
[5548]  train-auc:0.864870±0.002347 test-auc:0.814724±0.006471 
[5549]  train-auc:0.864874±0.002346 test-auc:0.814729±0.006476 
[5550]  train-auc:0.864879±0.002345 test-auc:0.814727±0.006472 
[5551]  train-auc:0.864885±0.002340 test-auc:0.814726±0.006477 
[5552]  train-auc:0.864889±0.002339 test-auc:0.814724±0.006478 
[5553]  train-auc:0.864896±0.002338 test-auc:0.814723±0.006478 
[5554]  train-auc:0.864907±0.002336 test-auc:0.814722±0.006469 
[5555]  train-auc:0.864912±0.002333 test-auc:0.814720±0.006467 
[5556]  train-auc:0.864920±0.002332 test-auc:0.814730±0.006467 
[5557]  train-auc:0.864930±0.002336 test-auc:0.814741±0.006458 
[5558]  train-auc:0.864935±0.002334 test-auc:0.814743±0.006450 
[5559]  train-auc:0.864941±0.002332 test-auc:0.814744±0.006453 
[5560]  train-auc:0.864948±0.002330 test-auc:0.814745±0.006441 
[5561]  train-auc:0.864955±0.002327 test-auc:0.814749±0.006440 
[5562]  train-auc:0.864962±0.002328 test-auc:0.814750±0.006443 
[5563]  train-auc:0.864969±0.002324 test-auc:0.814752±0.006447 
[5564]  train-auc:0.864976±0.002322 test-auc:0.814764±0.006436 
[5565]  train-auc:0.864979±0.002323 test-auc:0.814766±0.006426 
[5566]  train-auc:0.864984±0.002322 test-auc:0.814770±0.006426 
[5567]  train-auc:0.864993±0.002321 test-auc:0.814772±0.006425 
[5568]  train-auc:0.864998±0.002321 test-auc:0.814776±0.006421 
[5569]  train-auc:0.865006±0.002318 test-auc:0.814778±0.006419 
[5570]  train-auc:0.865012±0.002321 test-auc:0.814774±0.006421 
[5571]  train-auc:0.865019±0.002325 test-auc:0.814766±0.006420 
[5572]  train-auc:0.865027±0.002323 test-auc:0.814774±0.006416 
[5573]  train-auc:0.865034±0.002324 test-auc:0.814773±0.006418 
[5574]  train-auc:0.865037±0.002323 test-auc:0.814772±0.006423 
[5575]  train-auc:0.865044±0.002319 test-auc:0.814782±0.006412 
[5576]  train-auc:0.865051±0.002318 test-auc:0.814779±0.006413 
[5577]  train-auc:0.865064±0.002320 test-auc:0.814787±0.006403 
[5578]  train-auc:0.865069±0.002320 test-auc:0.814778±0.006400 
[5579]  train-auc:0.865075±0.002320 test-auc:0.814784±0.006404 
[5580]  train-auc:0.865083±0.002323 test-auc:0.814792±0.006397 
[5581]  train-auc:0.865088±0.002323 test-auc:0.814788±0.006395 
[5582]  train-auc:0.865097±0.002325 test-auc:0.814796±0.006394 
[5583]  train-auc:0.865104±0.002325 test-auc:0.814791±0.006402 
[5584]  train-auc:0.865111±0.002326 test-auc:0.814796±0.006396 
[5585]  train-auc:0.865114±0.002325 test-auc:0.814791±0.006396 
[5586]  train-auc:0.865122±0.002327 test-auc:0.814800±0.006385 
[5587]  train-auc:0.865126±0.002325 test-auc:0.814805±0.006385 
[5588]  train-auc:0.865132±0.002323 test-auc:0.814806±0.006389 
[5589]  train-auc:0.865138±0.002325 test-auc:0.814810±0.006390 
[5590]  train-auc:0.865148±0.002321 test-auc:0.814805±0.006401 
[5591]  train-auc:0.865154±0.002319 test-auc:0.814806±0.006382 
[5592]  train-auc:0.865161±0.002317 test-auc:0.814809±0.006383 
[5593]  train-auc:0.865170±0.002322 test-auc:0.814816±0.006379 
[5594]  train-auc:0.865180±0.002320 test-auc:0.814826±0.006376 
[5595]  train-auc:0.865186±0.002316 test-auc:0.814833±0.006376 
[5596]  train-auc:0.865190±0.002315 test-auc:0.814836±0.006375 
[5597]  train-auc:0.865199±0.002314 test-auc:0.814832±0.006371 
[5598]  train-auc:0.865205±0.002312 test-auc:0.814838±0.006369 
[5599]  train-auc:0.865212±0.002310 test-auc:0.814834±0.006373 
[5600]  train-auc:0.865217±0.002309 test-auc:0.814838±0.006376 
[5601]  train-auc:0.865221±0.002305 test-auc:0.814850±0.006359 
[5602]  train-auc:0.865225±0.002305 test-auc:0.814857±0.006358 
[5603]  train-auc:0.865230±0.002305 test-auc:0.814860±0.006363 
[5604]  train-auc:0.865236±0.002304 test-auc:0.814869±0.006363 
[5605]  train-auc:0.865240±0.002303 test-auc:0.814870±0.006362 
[5606]  train-auc:0.865246±0.002302 test-auc:0.814873±0.006365 
[5607]  train-auc:0.865253±0.002300 test-auc:0.814884±0.006364 
[5608]  train-auc:0.865257±0.002303 test-auc:0.814887±0.006364 
[5609]  train-auc:0.865260±0.002301 test-auc:0.814890±0.006362 
[5610]  train-auc:0.865267±0.002303 test-auc:0.814888±0.006360 
[5611]  train-auc:0.865271±0.002303 test-auc:0.814887±0.006365 
[5612]  train-auc:0.865277±0.002304 test-auc:0.814896±0.006366 
[5613]  train-auc:0.865286±0.002306 test-auc:0.814901±0.006361 
[5614]  train-auc:0.865291±0.002308 test-auc:0.814905±0.006356 
[5615]  train-auc:0.865296±0.002309 test-auc:0.814899±0.006357 
[5616]  train-auc:0.865301±0.002310 test-auc:0.814895±0.006362 
[5617]  train-auc:0.865305±0.002311 test-auc:0.814898±0.006367 
[5618]  train-auc:0.865307±0.002311 test-auc:0.814901±0.006360 
[5619]  train-auc:0.865313±0.002314 test-auc:0.814901±0.006365 
[5620]  train-auc:0.865320±0.002317 test-auc:0.814900±0.006369 
[5621]  train-auc:0.865326±0.002315 test-auc:0.814899±0.006373 
[5622]  train-auc:0.865333±0.002316 test-auc:0.814901±0.006371 
[5623]  train-auc:0.865338±0.002316 test-auc:0.814906±0.006367 
[5624]  train-auc:0.865345±0.002317 test-auc:0.814909±0.006368 
[5625]  train-auc:0.865354±0.002319 test-auc:0.814903±0.006373 
[5626]  train-auc:0.865358±0.002317 test-auc:0.814903±0.006376 
[5627]  train-auc:0.865363±0.002319 test-auc:0.814908±0.006378 
[5628]  train-auc:0.865368±0.002318 test-auc:0.814908±0.006380 
[5629]  train-auc:0.865373±0.002321 test-auc:0.814910±0.006374 
[5630]  train-auc:0.865376±0.002320 test-auc:0.814909±0.006380 
[5631]  train-auc:0.865380±0.002322 test-auc:0.814908±0.006379 
[5632]  train-auc:0.865386±0.002316 test-auc:0.814910±0.006382 
[5633]  train-auc:0.865391±0.002319 test-auc:0.814908±0.006392 
[5634]  train-auc:0.865400±0.002321 test-auc:0.814910±0.006398 
[5635]  train-auc:0.865407±0.002320 test-auc:0.814914±0.006403 
[5636]  train-auc:0.865415±0.002320 test-auc:0.814916±0.006408 
[5637]  train-auc:0.865420±0.002320 test-auc:0.814922±0.006405 
[5638]  train-auc:0.865425±0.002319 test-auc:0.814923±0.006404 
[5639]  train-auc:0.865434±0.002321 test-auc:0.814925±0.006402 
[5640]  train-auc:0.865440±0.002322 test-auc:0.814925±0.006402 
[5641]  train-auc:0.865446±0.002320 test-auc:0.814918±0.006401 
[5642]  train-auc:0.865449±0.002319 test-auc:0.814920±0.006394 
[5643]  train-auc:0.865452±0.002320 test-auc:0.814917±0.006398 
[5644]  train-auc:0.865455±0.002319 test-auc:0.814921±0.006402 
[5645]  train-auc:0.865460±0.002318 test-auc:0.814928±0.006402 
[5646]  train-auc:0.865464±0.002319 test-auc:0.814927±0.006406 
[5647]  train-auc:0.865467±0.002318 test-auc:0.814930±0.006400 
[5648]  train-auc:0.865473±0.002317 test-auc:0.814933±0.006396 
[5649]  train-auc:0.865477±0.002316 test-auc:0.814928±0.006394 
[5650]  train-auc:0.865485±0.002319 test-auc:0.814925±0.006395 
[5651]  train-auc:0.865493±0.002318 test-auc:0.814926±0.006396 
[5652]  train-auc:0.865495±0.002318 test-auc:0.814933±0.006395 
[5653]  train-auc:0.865501±0.002318 test-auc:0.814935±0.006395 
[5654]  train-auc:0.865506±0.002320 test-auc:0.814937±0.006390 
[5655]  train-auc:0.865509±0.002316 test-auc:0.814941±0.006392 
[5656]  train-auc:0.865517±0.002321 test-auc:0.814939±0.006388 
[5657]  train-auc:0.865522±0.002323 test-auc:0.814937±0.006393 
[5658]  train-auc:0.865528±0.002322 test-auc:0.814933±0.006394 
[5659]  train-auc:0.865535±0.002325 test-auc:0.814931±0.006403 
[5660]  train-auc:0.865542±0.002328 test-auc:0.814941±0.006397 
[5661]  train-auc:0.865545±0.002327 test-auc:0.814939±0.006396 
[5662]  train-auc:0.865551±0.002326 test-auc:0.814948±0.006404 
[5663]  train-auc:0.865554±0.002328 test-auc:0.814959±0.006404 
[5664]  train-auc:0.865562±0.002328 test-auc:0.814960±0.006416 
[5665]  train-auc:0.865568±0.002329 test-auc:0.814961±0.006407 
[5666]  train-auc:0.865573±0.002333 test-auc:0.814960±0.006407 
[5667]  train-auc:0.865578±0.002334 test-auc:0.814959±0.006409 
[5668]  train-auc:0.865580±0.002333 test-auc:0.814961±0.006404 
[5669]  train-auc:0.865584±0.002333 test-auc:0.814961±0.006408 
[5670]  train-auc:0.865589±0.002334 test-auc:0.814966±0.006416 
[5671]  train-auc:0.865593±0.002335 test-auc:0.814963±0.006415 
[5672]  train-auc:0.865598±0.002334 test-auc:0.814971±0.006424 
[5673]  train-auc:0.865602±0.002331 test-auc:0.814967±0.006439 
[5674]  train-auc:0.865609±0.002334 test-auc:0.814971±0.006435 
[5675]  train-auc:0.865615±0.002333 test-auc:0.814973±0.006439 
[5676]  train-auc:0.865620±0.002335 test-auc:0.814987±0.006431 
[5677]  train-auc:0.865625±0.002336 test-auc:0.814996±0.006428 
[5678]  train-auc:0.865627±0.002335 test-auc:0.814990±0.006429 
[5679]  train-auc:0.865633±0.002341 test-auc:0.815000±0.006422 
[5680]  train-auc:0.865638±0.002343 test-auc:0.815000±0.006417 
[5681]  train-auc:0.865643±0.002346 test-auc:0.814999±0.006408 
[5682]  train-auc:0.865651±0.002351 test-auc:0.815005±0.006418 
[5683]  train-auc:0.865656±0.002354 test-auc:0.815006±0.006415 
[5684]  train-auc:0.865664±0.002358 test-auc:0.815003±0.006420 
[5685]  train-auc:0.865669±0.002355 test-auc:0.815002±0.006424 
[5686]  train-auc:0.865674±0.002356 test-auc:0.815016±0.006419 
[5687]  train-auc:0.865678±0.002357 test-auc:0.815016±0.006418 
[5688]  train-auc:0.865682±0.002356 test-auc:0.815021±0.006414 
[5689]  train-auc:0.865688±0.002358 test-auc:0.815022±0.006406 
[5690]  train-auc:0.865695±0.002356 test-auc:0.815032±0.006401 
[5691]  train-auc:0.865699±0.002355 test-auc:0.815035±0.006400 
[5692]  train-auc:0.865704±0.002356 test-auc:0.815042±0.006400 
[5693]  train-auc:0.865707±0.002356 test-auc:0.815045±0.006397 
[5694]  train-auc:0.865713±0.002358 test-auc:0.815055±0.006391 
[5695]  train-auc:0.865716±0.002359 test-auc:0.815056±0.006391 
[5696]  train-auc:0.865721±0.002362 test-auc:0.815056±0.006391 
[5697]  train-auc:0.865729±0.002366 test-auc:0.815057±0.006389 
[5698]  train-auc:0.865733±0.002367 test-auc:0.815066±0.006392 
[5699]  train-auc:0.865738±0.002367 test-auc:0.815068±0.006391 
[5700]  train-auc:0.865742±0.002368 test-auc:0.815070±0.006386 
[5701]  train-auc:0.865745±0.002370 test-auc:0.815070±0.006396 
[5702]  train-auc:0.865750±0.002367 test-auc:0.815071±0.006393 
[5703]  train-auc:0.865757±0.002367 test-auc:0.815073±0.006392 
[5704]  train-auc:0.865762±0.002366 test-auc:0.815077±0.006390 
[5705]  train-auc:0.865767±0.002364 test-auc:0.815080±0.006377 
[5706]  train-auc:0.865772±0.002366 test-auc:0.815082±0.006378 
[5707]  train-auc:0.865777±0.002366 test-auc:0.815080±0.006374 
[5708]  train-auc:0.865784±0.002367 test-auc:0.815080±0.006374 
[5709]  train-auc:0.865788±0.002363 test-auc:0.815072±0.006379 
[5710]  train-auc:0.865795±0.002365 test-auc:0.815072±0.006376 
[5711]  train-auc:0.865798±0.002364 test-auc:0.815079±0.006369 
[5712]  train-auc:0.865803±0.002363 test-auc:0.815083±0.006363 
[5713]  train-auc:0.865809±0.002361 test-auc:0.815093±0.006357 
[5714]  train-auc:0.865813±0.002359 test-auc:0.815090±0.006358 
[5715]  train-auc:0.865822±0.002359 test-auc:0.815087±0.006363 
[5716]  train-auc:0.865829±0.002360 test-auc:0.815085±0.006369 
[5717]  train-auc:0.865831±0.002359 test-auc:0.815089±0.006369 
[5718]  train-auc:0.865835±0.002359 test-auc:0.815094±0.006363 
[5719]  train-auc:0.865842±0.002358 test-auc:0.815083±0.006366 
[5720]  train-auc:0.865847±0.002360 test-auc:0.815089±0.006359 
[5721]  train-auc:0.865851±0.002362 test-auc:0.815092±0.006354 
[5722]  train-auc:0.865858±0.002362 test-auc:0.815104±0.006351 
[5723]  train-auc:0.865862±0.002362 test-auc:0.815105±0.006352 
[5724]  train-auc:0.865865±0.002359 test-auc:0.815107±0.006354 
[5725]  train-auc:0.865871±0.002360 test-auc:0.815109±0.006344 
[5726]  train-auc:0.865876±0.002360 test-auc:0.815113±0.006347 
[5727]  train-auc:0.865881±0.002360 test-auc:0.815103±0.006337 
[5728]  train-auc:0.865886±0.002359 test-auc:0.815115±0.006337 
[5729]  train-auc:0.865892±0.002358 test-auc:0.815113±0.006342 
[5730]  train-auc:0.865896±0.002358 test-auc:0.815109±0.006340 
[5731]  train-auc:0.865903±0.002358 test-auc:0.815106±0.006343 
[5732]  train-auc:0.865909±0.002362 test-auc:0.815106±0.006333 
[5733]  train-auc:0.865912±0.002364 test-auc:0.815101±0.006333 
[5734]  train-auc:0.865916±0.002364 test-auc:0.815106±0.006334 
[5735]  train-auc:0.865922±0.002365 test-auc:0.815109±0.006336 
[5736]  train-auc:0.865927±0.002364 test-auc:0.815108±0.006345 
[5737]  train-auc:0.865931±0.002365 test-auc:0.815110±0.006345 
[5738]  train-auc:0.865935±0.002364 test-auc:0.815111±0.006346 
[5739]  train-auc:0.865939±0.002365 test-auc:0.815111±0.006348 
[5740]  train-auc:0.865944±0.002366 test-auc:0.815109±0.006350 
[5741]  train-auc:0.865950±0.002365 test-auc:0.815118±0.006339 
[5742]  train-auc:0.865955±0.002365 test-auc:0.815117±0.006341 
[5743]  train-auc:0.865959±0.002364 test-auc:0.815130±0.006336 
[5744]  train-auc:0.865965±0.002363 test-auc:0.815129±0.006338 
[5745]  train-auc:0.865970±0.002360 test-auc:0.815139±0.006323 
[5746]  train-auc:0.865973±0.002359 test-auc:0.815138±0.006322 
[5747]  train-auc:0.865980±0.002362 test-auc:0.815142±0.006315 
[5748]  train-auc:0.865985±0.002364 test-auc:0.815142±0.006310 
[5749]  train-auc:0.865991±0.002364 test-auc:0.815144±0.006315 
[5750]  train-auc:0.865994±0.002364 test-auc:0.815150±0.006311 
[5751]  train-auc:0.865998±0.002367 test-auc:0.815155±0.006322 
[5752]  train-auc:0.866002±0.002369 test-auc:0.815153±0.006311 
[5753]  train-auc:0.866006±0.002366 test-auc:0.815153±0.006315 
[5754]  train-auc:0.866011±0.002368 test-auc:0.815157±0.006314 
[5755]  train-auc:0.866016±0.002371 test-auc:0.815149±0.006322 
[5756]  train-auc:0.866020±0.002373 test-auc:0.815149±0.006315 
[5757]  train-auc:0.866023±0.002374 test-auc:0.815159±0.006318 
[5758]  train-auc:0.866028±0.002374 test-auc:0.815150±0.006312 
[5759]  train-auc:0.866034±0.002378 test-auc:0.815152±0.006312 
[5760]  train-auc:0.866039±0.002377 test-auc:0.815158±0.006321 
[5761]  train-auc:0.866042±0.002378 test-auc:0.815159±0.006319 
[5762]  train-auc:0.866048±0.002377 test-auc:0.815156±0.006317 
[5763]  train-auc:0.866052±0.002376 test-auc:0.815159±0.006311 
[5764]  train-auc:0.866058±0.002377 test-auc:0.815167±0.006311 
[5765]  train-auc:0.866063±0.002378 test-auc:0.815172±0.006305 
[5766]  train-auc:0.866069±0.002379 test-auc:0.815167±0.006308 
[5767]  train-auc:0.866077±0.002381 test-auc:0.815174±0.006293 
[5768]  train-auc:0.866084±0.002384 test-auc:0.815169±0.006295 
[5769]  train-auc:0.866087±0.002385 test-auc:0.815175±0.006301 
[5770]  train-auc:0.866093±0.002385 test-auc:0.815180±0.006296 
[5771]  train-auc:0.866096±0.002385 test-auc:0.815185±0.006294 
[5772]  train-auc:0.866102±0.002386 test-auc:0.815193±0.006303 
[5773]  train-auc:0.866109±0.002388 test-auc:0.815183±0.006301 
[5774]  train-auc:0.866118±0.002385 test-auc:0.815191±0.006287 
[5775]  train-auc:0.866125±0.002384 test-auc:0.815187±0.006290 
[5776]  train-auc:0.866133±0.002380 test-auc:0.815187±0.006288 
[5777]  train-auc:0.866140±0.002380 test-auc:0.815195±0.006286 
[5778]  train-auc:0.866148±0.002379 test-auc:0.815203±0.006279 
[5779]  train-auc:0.866152±0.002378 test-auc:0.815204±0.006282 
[5780]  train-auc:0.866154±0.002380 test-auc:0.815199±0.006285 
[5781]  train-auc:0.866156±0.002381 test-auc:0.815198±0.006288 
[5782]  train-auc:0.866162±0.002381 test-auc:0.815203±0.006286 
[5783]  train-auc:0.866166±0.002383 test-auc:0.815202±0.006279 
[5784]  train-auc:0.866170±0.002382 test-auc:0.815203±0.006280 
[5785]  train-auc:0.866174±0.002384 test-auc:0.815210±0.006284 
[5786]  train-auc:0.866178±0.002383 test-auc:0.815206±0.006284 
[5787]  train-auc:0.866183±0.002383 test-auc:0.815206±0.006286 
[5788]  train-auc:0.866187±0.002387 test-auc:0.815209±0.006278 
[5789]  train-auc:0.866191±0.002386 test-auc:0.815209±0.006282 
[5790]  train-auc:0.866197±0.002386 test-auc:0.815220±0.006288 
[5791]  train-auc:0.866201±0.002387 test-auc:0.815222±0.006285 
[5792]  train-auc:0.866205±0.002387 test-auc:0.815222±0.006287 
[5793]  train-auc:0.866208±0.002388 test-auc:0.815225±0.006286 
[5794]  train-auc:0.866213±0.002389 test-auc:0.815225±0.006287 
[5795]  train-auc:0.866218±0.002392 test-auc:0.815227±0.006291 
[5796]  train-auc:0.866224±0.002393 test-auc:0.815231±0.006300 
[5797]  train-auc:0.866230±0.002393 test-auc:0.815239±0.006293 
[5798]  train-auc:0.866236±0.002394 test-auc:0.815233±0.006297 
[5799]  train-auc:0.866238±0.002394 test-auc:0.815231±0.006297 
[5800]  train-auc:0.866245±0.002399 test-auc:0.815245±0.006288 
[5801]  train-auc:0.866249±0.002401 test-auc:0.815241±0.006288 
[5802]  train-auc:0.866253±0.002404 test-auc:0.815242±0.006288 
[5803]  train-auc:0.866258±0.002404 test-auc:0.815241±0.006286 
[5804]  train-auc:0.866259±0.002403 test-auc:0.815245±0.006286 
[5805]  train-auc:0.866262±0.002403 test-auc:0.815249±0.006280 
[5806]  train-auc:0.866270±0.002406 test-auc:0.815262±0.006276 
[5807]  train-auc:0.866279±0.002406 test-auc:0.815253±0.006287 
[5808]  train-auc:0.866287±0.002411 test-auc:0.815257±0.006287 
[5809]  train-auc:0.866292±0.002412 test-auc:0.815258±0.006292 
[5810]  train-auc:0.866296±0.002410 test-auc:0.815264±0.006294 
[5811]  train-auc:0.866299±0.002412 test-auc:0.815260±0.006298 
[5812]  train-auc:0.866302±0.002413 test-auc:0.815262±0.006295 
[5813]  train-auc:0.866310±0.002413 test-auc:0.815269±0.006288 
[5814]  train-auc:0.866314±0.002412 test-auc:0.815269±0.006283 
[5815]  train-auc:0.866321±0.002412 test-auc:0.815266±0.006281 
[5816]  train-auc:0.866331±0.002418 test-auc:0.815265±0.006273 
[5817]  train-auc:0.866335±0.002423 test-auc:0.815263±0.006276 
[5818]  train-auc:0.866338±0.002424 test-auc:0.815267±0.006283 
[5819]  train-auc:0.866341±0.002426 test-auc:0.815273±0.006288 
[5820]  train-auc:0.866347±0.002430 test-auc:0.815280±0.006290 
[5821]  train-auc:0.866352±0.002432 test-auc:0.815283±0.006290 
[5822]  train-auc:0.866354±0.002432 test-auc:0.815280±0.006292 
[5823]  train-auc:0.866358±0.002432 test-auc:0.815283±0.006284 
[5824]  train-auc:0.866363±0.002433 test-auc:0.815282±0.006273 
[5825]  train-auc:0.866370±0.002436 test-auc:0.815284±0.006276 
[5826]  train-auc:0.866372±0.002436 test-auc:0.815287±0.006272 
[5827]  train-auc:0.866379±0.002440 test-auc:0.815291±0.006272 
[5828]  train-auc:0.866383±0.002440 test-auc:0.815290±0.006274 
[5829]  train-auc:0.866388±0.002439 test-auc:0.815286±0.006271 
[5830]  train-auc:0.866393±0.002442 test-auc:0.815286±0.006281 
[5831]  train-auc:0.866401±0.002444 test-auc:0.815291±0.006272 
[5832]  train-auc:0.866406±0.002443 test-auc:0.815295±0.006276 
[5833]  train-auc:0.866411±0.002442 test-auc:0.815291±0.006276 
[5834]  train-auc:0.866417±0.002444 test-auc:0.815292±0.006272 
[5835]  train-auc:0.866424±0.002444 test-auc:0.815288±0.006265 
[5836]  train-auc:0.866428±0.002443 test-auc:0.815294±0.006265 
[5837]  train-auc:0.866434±0.002445 test-auc:0.815296±0.006269 
[5838]  train-auc:0.866438±0.002446 test-auc:0.815297±0.006271 
[5839]  train-auc:0.866441±0.002449 test-auc:0.815304±0.006270 
[5840]  train-auc:0.866447±0.002451 test-auc:0.815300±0.006270 
[5841]  train-auc:0.866450±0.002452 test-auc:0.815297±0.006277 
[5842]  train-auc:0.866456±0.002453 test-auc:0.815302±0.006280 
[5843]  train-auc:0.866461±0.002452 test-auc:0.815300±0.006274 
[5844]  train-auc:0.866466±0.002451 test-auc:0.815304±0.006276 
[5845]  train-auc:0.866472±0.002457 test-auc:0.815305±0.006273 
[5846]  train-auc:0.866477±0.002454 test-auc:0.815312±0.006268 
[5847]  train-auc:0.866483±0.002454 test-auc:0.815317±0.006278 
[5848]  train-auc:0.866487±0.002458 test-auc:0.815316±0.006273 
[5849]  train-auc:0.866494±0.002461 test-auc:0.815308±0.006274 
[5850]  train-auc:0.866499±0.002462 test-auc:0.815301±0.006274 
[5851]  train-auc:0.866505±0.002465 test-auc:0.815298±0.006281 
[5852]  train-auc:0.866510±0.002466 test-auc:0.815305±0.006274 
[5853]  train-auc:0.866517±0.002471 test-auc:0.815314±0.006275 
[5854]  train-auc:0.866518±0.002471 test-auc:0.815316±0.006275 
[5855]  train-auc:0.866526±0.002469 test-auc:0.815309±0.006271 
[5856]  train-auc:0.866531±0.002469 test-auc:0.815310±0.006265 
[5857]  train-auc:0.866532±0.002469 test-auc:0.815310±0.006261 
[5858]  train-auc:0.866538±0.002473 test-auc:0.815299±0.006264 
[5859]  train-auc:0.866543±0.002475 test-auc:0.815300±0.006263 
[5860]  train-auc:0.866548±0.002475 test-auc:0.815302±0.006261 
[5861]  train-auc:0.866552±0.002476 test-auc:0.815308±0.006271 
[5862]  train-auc:0.866556±0.002475 test-auc:0.815308±0.006266 
[5863]  train-auc:0.866563±0.002474 test-auc:0.815317±0.006274 
[5864]  train-auc:0.866566±0.002474 test-auc:0.815313±0.006276 
[5865]  train-auc:0.866571±0.002477 test-auc:0.815316±0.006278 
[5866]  train-auc:0.866579±0.002477 test-auc:0.815318±0.006257 
[5867]  train-auc:0.866586±0.002480 test-auc:0.815317±0.006251 
[5868]  train-auc:0.866593±0.002474 test-auc:0.815325±0.006257 
[5869]  train-auc:0.866598±0.002472 test-auc:0.815321±0.006264 
[5870]  train-auc:0.866605±0.002476 test-auc:0.815320±0.006268 
[5871]  train-auc:0.866609±0.002477 test-auc:0.815314±0.006262 
[5872]  train-auc:0.866613±0.002479 test-auc:0.815313±0.006262 
[5873]  train-auc:0.866619±0.002480 test-auc:0.815311±0.006263 
[5874]  train-auc:0.866628±0.002484 test-auc:0.815309±0.006260 
[5875]  train-auc:0.866630±0.002484 test-auc:0.815316±0.006268 
[5876]  train-auc:0.866635±0.002486 test-auc:0.815313±0.006270 
[5877]  train-auc:0.866639±0.002489 test-auc:0.815307±0.006270 
[5878]  train-auc:0.866648±0.002489 test-auc:0.815300±0.006269 
[5879]  train-auc:0.866650±0.002488 test-auc:0.815307±0.006267 
[5880]  train-auc:0.866654±0.002491 test-auc:0.815310±0.006260 
[5881]  train-auc:0.866665±0.002486 test-auc:0.815317±0.006252 
[5882]  train-auc:0.866671±0.002486 test-auc:0.815323±0.006248 
[5883]  train-auc:0.866675±0.002490 test-auc:0.815328±0.006236 
[5884]  train-auc:0.866681±0.002491 test-auc:0.815326±0.006241 
[5885]  train-auc:0.866688±0.002491 test-auc:0.815333±0.006232 
[5886]  train-auc:0.866694±0.002491 test-auc:0.815343±0.006226 
[5887]  train-auc:0.866702±0.002489 test-auc:0.815346±0.006222 
[5888]  train-auc:0.866711±0.002491 test-auc:0.815344±0.006216 
[5889]  train-auc:0.866714±0.002492 test-auc:0.815344±0.006225 
[5890]  train-auc:0.866720±0.002492 test-auc:0.815349±0.006220 
[5891]  train-auc:0.866727±0.002493 test-auc:0.815353±0.006215 
[5892]  train-auc:0.866731±0.002494 test-auc:0.815356±0.006203 
[5893]  train-auc:0.866735±0.002493 test-auc:0.815353±0.006194 
[5894]  train-auc:0.866739±0.002492 test-auc:0.815349±0.006190 
[5895]  train-auc:0.866744±0.002492 test-auc:0.815366±0.006174 
[5896]  train-auc:0.866747±0.002494 test-auc:0.815364±0.006179 
[5897]  train-auc:0.866753±0.002496 test-auc:0.815360±0.006177 
[5898]  train-auc:0.866758±0.002498 test-auc:0.815363±0.006176 
[5899]  train-auc:0.866766±0.002506 test-auc:0.815356±0.006177 
[5900]  train-auc:0.866772±0.002509 test-auc:0.815362±0.006159 
[5901]  train-auc:0.866780±0.002512 test-auc:0.815362±0.006157 
[5902]  train-auc:0.866784±0.002510 test-auc:0.815361±0.006162 
[5903]  train-auc:0.866790±0.002511 test-auc:0.815366±0.006152 
[5904]  train-auc:0.866794±0.002511 test-auc:0.815373±0.006155 
[5905]  train-auc:0.866799±0.002513 test-auc:0.815371±0.006148 
[5906]  train-auc:0.866804±0.002513 test-auc:0.815365±0.006156 
[5907]  train-auc:0.866810±0.002509 test-auc:0.815364±0.006150 
[5908]  train-auc:0.866815±0.002509 test-auc:0.815366±0.006150 
[5909]  train-auc:0.866820±0.002508 test-auc:0.815363±0.006147 
[5910]  train-auc:0.866828±0.002511 test-auc:0.815370±0.006146 
[5911]  train-auc:0.866833±0.002511 test-auc:0.815366±0.006136 
[5912]  train-auc:0.866840±0.002510 test-auc:0.815364±0.006138 
[5913]  train-auc:0.866842±0.002510 test-auc:0.815374±0.006137 
[5914]  train-auc:0.866845±0.002510 test-auc:0.815370±0.006132 
[5915]  train-auc:0.866848±0.002507 test-auc:0.815374±0.006136 
[5916]  train-auc:0.866853±0.002505 test-auc:0.815366±0.006141 
[5917]  train-auc:0.866857±0.002508 test-auc:0.815372±0.006134 
[5918]  train-auc:0.866865±0.002514 test-auc:0.815370±0.006136 
[5919]  train-auc:0.866868±0.002515 test-auc:0.815374±0.006133 
[5920]  train-auc:0.866873±0.002518 test-auc:0.815376±0.006131 
[5921]  train-auc:0.866876±0.002517 test-auc:0.815374±0.006134 
[5922]  train-auc:0.866881±0.002518 test-auc:0.815375±0.006139 
[5923]  train-auc:0.866884±0.002519 test-auc:0.815383±0.006136 
[5924]  train-auc:0.866891±0.002519 test-auc:0.815386±0.006134 
[5925]  train-auc:0.866895±0.002520 test-auc:0.815386±0.006135 
[5926]  train-auc:0.866897±0.002519 test-auc:0.815390±0.006135 
[5927]  train-auc:0.866905±0.002524 test-auc:0.815386±0.006130 
[5928]  train-auc:0.866909±0.002527 test-auc:0.815391±0.006124 
[5929]  train-auc:0.866913±0.002528 test-auc:0.815392±0.006118 
[5930]  train-auc:0.866917±0.002531 test-auc:0.815397±0.006117 
[5931]  train-auc:0.866921±0.002532 test-auc:0.815390±0.006120 
[5932]  train-auc:0.866925±0.002534 test-auc:0.815388±0.006120 
[5933]  train-auc:0.866927±0.002535 test-auc:0.815390±0.006116 
[5934]  train-auc:0.866930±0.002537 test-auc:0.815393±0.006117 
[5935]  train-auc:0.866932±0.002535 test-auc:0.815395±0.006116 
[5936]  train-auc:0.866937±0.002536 test-auc:0.815398±0.006118 
[5937]  train-auc:0.866942±0.002535 test-auc:0.815401±0.006117 
[5938]  train-auc:0.866948±0.002536 test-auc:0.815410±0.006119 
[5939]  train-auc:0.866955±0.002541 test-auc:0.815412±0.006116 
[5940]  train-auc:0.866962±0.002543 test-auc:0.815423±0.006122 
[5941]  train-auc:0.866968±0.002546 test-auc:0.815425±0.006117 
[5942]  train-auc:0.866973±0.002548 test-auc:0.815425±0.006109 
[5943]  train-auc:0.866981±0.002552 test-auc:0.815430±0.006098 
[5944]  train-auc:0.866987±0.002552 test-auc:0.815431±0.006099 
[5945]  train-auc:0.866992±0.002554 test-auc:0.815429±0.006101 
[5946]  train-auc:0.866996±0.002556 test-auc:0.815439±0.006096 
[5947]  train-auc:0.867001±0.002558 test-auc:0.815440±0.006098 
[5948]  train-auc:0.867006±0.002559 test-auc:0.815444±0.006102 
[5949]  train-auc:0.867011±0.002556 test-auc:0.815457±0.006098 
[5950]  train-auc:0.867019±0.002559 test-auc:0.815447±0.006099 
[5951]  train-auc:0.867023±0.002560 test-auc:0.815454±0.006100 
[5952]  train-auc:0.867031±0.002562 test-auc:0.815459±0.006097 
[5953]  train-auc:0.867035±0.002565 test-auc:0.815464±0.006096 
[5954]  train-auc:0.867038±0.002567 test-auc:0.815465±0.006099 
[5955]  train-auc:0.867043±0.002571 test-auc:0.815464±0.006089 
[5956]  train-auc:0.867048±0.002572 test-auc:0.815466±0.006086 
[5957]  train-auc:0.867055±0.002570 test-auc:0.815464±0.006085 
[5958]  train-auc:0.867061±0.002570 test-auc:0.815468±0.006079 
[5959]  train-auc:0.867069±0.002574 test-auc:0.815471±0.006073 
[5960]  train-auc:0.867076±0.002575 test-auc:0.815473±0.006077 
[5961]  train-auc:0.867081±0.002575 test-auc:0.815476±0.006068 
[5962]  train-auc:0.867085±0.002576 test-auc:0.815477±0.006070 
[5963]  train-auc:0.867089±0.002579 test-auc:0.815478±0.006067 
[5964]  train-auc:0.867094±0.002581 test-auc:0.815481±0.006062 
[5965]  train-auc:0.867097±0.002583 test-auc:0.815481±0.006055 
[5966]  train-auc:0.867104±0.002584 test-auc:0.815484±0.006054 
[5967]  train-auc:0.867108±0.002585 test-auc:0.815484±0.006049 
[5968]  train-auc:0.867115±0.002588 test-auc:0.815480±0.006039 
[5969]  train-auc:0.867119±0.002590 test-auc:0.815480±0.006039 
[5970]  train-auc:0.867122±0.002594 test-auc:0.815474±0.006038 
[5971]  train-auc:0.867131±0.002599 test-auc:0.815480±0.006038 
[5972]  train-auc:0.867135±0.002597 test-auc:0.815479±0.006041 
[5973]  train-auc:0.867139±0.002600 test-auc:0.815488±0.006041 
[5974]  train-auc:0.867146±0.002604 test-auc:0.815477±0.006040 
[5975]  train-auc:0.867152±0.002607 test-auc:0.815480±0.006034 
[5976]  train-auc:0.867157±0.002606 test-auc:0.815481±0.006031 
[5977]  train-auc:0.867160±0.002608 test-auc:0.815490±0.006024 
[5978]  train-auc:0.867165±0.002606 test-auc:0.815493±0.006029 
[5979]  train-auc:0.867173±0.002607 test-auc:0.815508±0.006025 
[5980]  train-auc:0.867180±0.002610 test-auc:0.815513±0.006025 
[5981]  train-auc:0.867183±0.002609 test-auc:0.815515±0.006020 
[5982]  train-auc:0.867188±0.002612 test-auc:0.815510±0.006021 
[5983]  train-auc:0.867193±0.002611 test-auc:0.815508±0.006023 
[5984]  train-auc:0.867197±0.002611 test-auc:0.815513±0.006023 
[5985]  train-auc:0.867200±0.002612 test-auc:0.815515±0.006023 
[5986]  train-auc:0.867208±0.002608 test-auc:0.815524±0.006017 
[5987]  train-auc:0.867213±0.002608 test-auc:0.815530±0.006010 
[5988]  train-auc:0.867221±0.002611 test-auc:0.815524±0.006015 
[5989]  train-auc:0.867225±0.002612 test-auc:0.815533±0.006011 
[5990]  train-auc:0.867232±0.002610 test-auc:0.815539±0.006005 
[5991]  train-auc:0.867238±0.002609 test-auc:0.815539±0.006004 
[5992]  train-auc:0.867243±0.002611 test-auc:0.815549±0.006005 
[5993]  train-auc:0.867248±0.002611 test-auc:0.815559±0.005998 
[5994]  train-auc:0.867253±0.002613 test-auc:0.815548±0.005998 
[5995]  train-auc:0.867259±0.002617 test-auc:0.815553±0.006005 
[5996]  train-auc:0.867265±0.002619 test-auc:0.815562±0.006007 
[5997]  train-auc:0.867270±0.002621 test-auc:0.815564±0.006014 
[5998]  train-auc:0.867275±0.002621 test-auc:0.815563±0.006007 
[5999]  train-auc:0.867279±0.002621 test-auc:0.815572±0.006007 
[6000]  train-auc:0.867283±0.002622 test-auc:0.815575±0.006008 
[6001]  train-auc:0.867287±0.002622 test-auc:0.815565±0.006006 
[6002]  train-auc:0.867289±0.002623 test-auc:0.815569±0.006010 
[6003]  train-auc:0.867294±0.002624 test-auc:0.815572±0.006007 
[6004]  train-auc:0.867296±0.002625 test-auc:0.815579±0.006010 
[6005]  train-auc:0.867301±0.002627 test-auc:0.815579±0.006006 
[6006]  train-auc:0.867307±0.002630 test-auc:0.815589±0.006002 
[6007]  train-auc:0.867311±0.002632 test-auc:0.815585±0.005999 
[6008]  train-auc:0.867314±0.002633 test-auc:0.815580±0.005993 
[6009]  train-auc:0.867318±0.002635 test-auc:0.815582±0.005992 
[6010]  train-auc:0.867324±0.002634 test-auc:0.815581±0.005985 
[6011]  train-auc:0.867331±0.002637 test-auc:0.815594±0.005985 
[6012]  train-auc:0.867336±0.002638 test-auc:0.815598±0.005991 
[6013]  train-auc:0.867340±0.002637 test-auc:0.815593±0.005978 
[6014]  train-auc:0.867344±0.002639 test-auc:0.815594±0.005977 
[6015]  train-auc:0.867350±0.002643 test-auc:0.815604±0.005966 
[6016]  train-auc:0.867354±0.002642 test-auc:0.815605±0.005970 
[6017]  train-auc:0.867360±0.002642 test-auc:0.815609±0.005961 
[6018]  train-auc:0.867365±0.002643 test-auc:0.815607±0.005966 
[6019]  train-auc:0.867367±0.002644 test-auc:0.815607±0.005964 
[6020]  train-auc:0.867370±0.002644 test-auc:0.815616±0.005961 
[6021]  train-auc:0.867374±0.002644 test-auc:0.815620±0.005960 
[6022]  train-auc:0.867378±0.002645 test-auc:0.815622±0.005959 
[6023]  train-auc:0.867382±0.002646 test-auc:0.815624±0.005966 
[6024]  train-auc:0.867388±0.002647 test-auc:0.815623±0.005970 
[6025]  train-auc:0.867393±0.002647 test-auc:0.815629±0.005976 
[6026]  train-auc:0.867401±0.002649 test-auc:0.815645±0.005973 
[6027]  train-auc:0.867407±0.002652 test-auc:0.815642±0.005975 
[6028]  train-auc:0.867409±0.002652 test-auc:0.815641±0.005963 
[6029]  train-auc:0.867418±0.002650 test-auc:0.815646±0.005960 
[6030]  train-auc:0.867421±0.002652 test-auc:0.815648±0.005960 
[6031]  train-auc:0.867425±0.002652 test-auc:0.815645±0.005962 
[6032]  train-auc:0.867428±0.002653 test-auc:0.815644±0.005961 
[6033]  train-auc:0.867435±0.002657 test-auc:0.815645±0.005958 
[6034]  train-auc:0.867439±0.002656 test-auc:0.815653±0.005956 
[6035]  train-auc:0.867440±0.002656 test-auc:0.815653±0.005956 
[6036]  train-auc:0.867445±0.002655 test-auc:0.815652±0.005967 
[6037]  train-auc:0.867448±0.002656 test-auc:0.815653±0.005961 
[6038]  train-auc:0.867452±0.002657 test-auc:0.815661±0.005963 
[6039]  train-auc:0.867454±0.002657 test-auc:0.815660±0.005962 
[6040]  train-auc:0.867460±0.002658 test-auc:0.815664±0.005962 
[6041]  train-auc:0.867464±0.002657 test-auc:0.815656±0.005959 
[6042]  train-auc:0.867467±0.002659 test-auc:0.815662±0.005969 
[6043]  train-auc:0.867471±0.002661 test-auc:0.815667±0.005964 
[6044]  train-auc:0.867474±0.002664 test-auc:0.815670±0.005967 
[6045]  train-auc:0.867479±0.002664 test-auc:0.815674±0.005972 
[6046]  train-auc:0.867483±0.002666 test-auc:0.815671±0.005980 
[6047]  train-auc:0.867486±0.002668 test-auc:0.815667±0.005979 
[6048]  train-auc:0.867490±0.002668 test-auc:0.815664±0.005971 
[6049]  train-auc:0.867495±0.002669 test-auc:0.815667±0.005972 
[6050]  train-auc:0.867497±0.002669 test-auc:0.815671±0.005972 
[6051]  train-auc:0.867499±0.002670 test-auc:0.815675±0.005970 
[6052]  train-auc:0.867501±0.002670 test-auc:0.815677±0.005971 
[6053]  train-auc:0.867509±0.002674 test-auc:0.815676±0.005972 
[6054]  train-auc:0.867513±0.002677 test-auc:0.815675±0.005971 
[6055]  train-auc:0.867519±0.002678 test-auc:0.815676±0.005970 
[6056]  train-auc:0.867522±0.002678 test-auc:0.815683±0.005967 
[6057]  train-auc:0.867524±0.002679 test-auc:0.815677±0.005967 
[6058]  train-auc:0.867528±0.002678 test-auc:0.815683±0.005964 
[6059]  train-auc:0.867530±0.002678 test-auc:0.815685±0.005964 
[6060]  train-auc:0.867536±0.002678 test-auc:0.815683±0.005953 
[6061]  train-auc:0.867542±0.002678 test-auc:0.815687±0.005960 
[6062]  train-auc:0.867547±0.002679 test-auc:0.815688±0.005947 
[6063]  train-auc:0.867549±0.002679 test-auc:0.815689±0.005953 
[6064]  train-auc:0.867551±0.002681 test-auc:0.815685±0.005952 
[6065]  train-auc:0.867555±0.002682 test-auc:0.815683±0.005957 
[6066]  train-auc:0.867563±0.002685 test-auc:0.815687±0.005966 
[6067]  train-auc:0.867566±0.002685 test-auc:0.815689±0.005967 
[6068]  train-auc:0.867570±0.002686 test-auc:0.815685±0.005957 
[6069]  train-auc:0.867574±0.002685 test-auc:0.815692±0.005957 
[6070]  train-auc:0.867578±0.002687 test-auc:0.815699±0.005960 
[6071]  train-auc:0.867582±0.002687 test-auc:0.815702±0.005962 
[6072]  train-auc:0.867587±0.002689 test-auc:0.815701±0.005960 
[6073]  train-auc:0.867590±0.002690 test-auc:0.815694±0.005959 
[6074]  train-auc:0.867593±0.002693 test-auc:0.815691±0.005961 
[6075]  train-auc:0.867600±0.002694 test-auc:0.815698±0.005964 
[6076]  train-auc:0.867604±0.002694 test-auc:0.815708±0.005967 
[6077]  train-auc:0.867608±0.002696 test-auc:0.815705±0.005973 
[6078]  train-auc:0.867612±0.002695 test-auc:0.815709±0.005971 
[6079]  train-auc:0.867615±0.002697 test-auc:0.815703±0.005972 
[6080]  train-auc:0.867619±0.002697 test-auc:0.815709±0.005976 
[6081]  train-auc:0.867621±0.002697 test-auc:0.815710±0.005974 
[6082]  train-auc:0.867623±0.002696 test-auc:0.815705±0.005972 
[6083]  train-auc:0.867627±0.002695 test-auc:0.815701±0.005974 
[6084]  train-auc:0.867635±0.002695 test-auc:0.815702±0.005978 
[6085]  train-auc:0.867639±0.002694 test-auc:0.815698±0.005969 
[6086]  train-auc:0.867641±0.002694 test-auc:0.815700±0.005976 
[6087]  train-auc:0.867645±0.002693 test-auc:0.815704±0.005982 
[6088]  train-auc:0.867651±0.002692 test-auc:0.815697±0.005982 
[6089]  train-auc:0.867656±0.002694 test-auc:0.815706±0.005983 
[6090]  train-auc:0.867662±0.002694 test-auc:0.815709±0.005970 
[6091]  train-auc:0.867666±0.002693 test-auc:0.815713±0.005973 
[6092]  train-auc:0.867670±0.002694 test-auc:0.815718±0.005964 
[6093]  train-auc:0.867677±0.002694 test-auc:0.815727±0.005959 
[6094]  train-auc:0.867687±0.002694 test-auc:0.815721±0.005964 
[6095]  train-auc:0.867692±0.002696 test-auc:0.815717±0.005962 
[6096]  train-auc:0.867695±0.002696 test-auc:0.815715±0.005961 
[6097]  train-auc:0.867698±0.002696 test-auc:0.815712±0.005961 
[6098]  train-auc:0.867701±0.002696 test-auc:0.815716±0.005966 
[6099]  train-auc:0.867706±0.002695 test-auc:0.815710±0.005963 
[6100]  train-auc:0.867708±0.002696 test-auc:0.815707±0.005965 
[6101]  train-auc:0.867711±0.002694 test-auc:0.815711±0.005973 
[6102]  train-auc:0.867715±0.002692 test-auc:0.815701±0.005991 
[6103]  train-auc:0.867720±0.002693 test-auc:0.815706±0.005990 
[6104]  train-auc:0.867727±0.002696 test-auc:0.815708±0.005985 
[6105]  train-auc:0.867732±0.002695 test-auc:0.815708±0.005973 
[6106]  train-auc:0.867740±0.002696 test-auc:0.815716±0.005972 
[6107]  train-auc:0.867743±0.002695 test-auc:0.815708±0.005966 
[6108]  train-auc:0.867746±0.002694 test-auc:0.815707±0.005962 
[6109]  train-auc:0.867753±0.002694 test-auc:0.815706±0.005961 
[6110]  train-auc:0.867758±0.002695 test-auc:0.815715±0.005966 
[6111]  train-auc:0.867763±0.002695 test-auc:0.815712±0.005968 
[6112]  train-auc:0.867767±0.002694 test-auc:0.815709±0.005975 
[6113]  train-auc:0.867775±0.002695 test-auc:0.815708±0.005983 
[6114]  train-auc:0.867782±0.002696 test-auc:0.815704±0.005971 
[6115]  train-auc:0.867785±0.002698 test-auc:0.815715±0.005962 
[6116]  train-auc:0.867791±0.002697 test-auc:0.815719±0.005958 
[6117]  train-auc:0.867794±0.002697 test-auc:0.815713±0.005968 
[6118]  train-auc:0.867799±0.002698 test-auc:0.815727±0.005952 
[6119]  train-auc:0.867801±0.002698 test-auc:0.815725±0.005953 
[6120]  train-auc:0.867807±0.002697 test-auc:0.815722±0.005953 
[6121]  train-auc:0.867813±0.002696 test-auc:0.815723±0.005951 
[6122]  train-auc:0.867819±0.002696 test-auc:0.815719±0.005950 
[6123]  train-auc:0.867823±0.002696 test-auc:0.815725±0.005948 
[6124]  train-auc:0.867827±0.002698 test-auc:0.815725±0.005949 
[6125]  train-auc:0.867835±0.002696 test-auc:0.815719±0.005943 
[6126]  train-auc:0.867841±0.002696 test-auc:0.815719±0.005947 
[6127]  train-auc:0.867846±0.002697 test-auc:0.815716±0.005952 
[6128]  train-auc:0.867848±0.002698 test-auc:0.815707±0.005947 
[6129]  train-auc:0.867851±0.002701 test-auc:0.815706±0.005946 
[6130]  train-auc:0.867856±0.002700 test-auc:0.815697±0.005942 
[6131]  train-auc:0.867861±0.002700 test-auc:0.815703±0.005939 
[6132]  train-auc:0.867864±0.002702 test-auc:0.815697±0.005938 
[6133]  train-auc:0.867869±0.002701 test-auc:0.815703±0.005939 
[6134]  train-auc:0.867871±0.002701 test-auc:0.815707±0.005939 
[6135]  train-auc:0.867876±0.002702 test-auc:0.815711±0.005939 
[6136]  train-auc:0.867881±0.002704 test-auc:0.815713±0.005934 
[6137]  train-auc:0.867887±0.002710 test-auc:0.815713±0.005932 
[6138]  train-auc:0.867889±0.002710 test-auc:0.815716±0.005934 
[6139]  train-auc:0.867892±0.002709 test-auc:0.815720±0.005939 
[6140]  train-auc:0.867898±0.002708 test-auc:0.815721±0.005936 
[6141]  train-auc:0.867902±0.002708 test-auc:0.815717±0.005933 
[6142]  train-auc:0.867910±0.002708 test-auc:0.815716±0.005933 
[6143]  train-auc:0.867915±0.002707 test-auc:0.815715±0.005932 
[6144]  train-auc:0.867919±0.002709 test-auc:0.815715±0.005927 
[6145]  train-auc:0.867923±0.002711 test-auc:0.815720±0.005930 
[6146]  train-auc:0.867931±0.002716 test-auc:0.815725±0.005931 
[6147]  train-auc:0.867934±0.002716 test-auc:0.815727±0.005930 
[6148]  train-auc:0.867937±0.002716 test-auc:0.815733±0.005923 
[6149]  train-auc:0.867943±0.002716 test-auc:0.815733±0.005930 
[6150]  train-auc:0.867945±0.002716 test-auc:0.815736±0.005929 
[6151]  train-auc:0.867950±0.002719 test-auc:0.815725±0.005919 
[6152]  train-auc:0.867953±0.002718 test-auc:0.815727±0.005924 
[6153]  train-auc:0.867956±0.002719 test-auc:0.815727±0.005917 
[6154]  train-auc:0.867961±0.002719 test-auc:0.815722±0.005922 
[6155]  train-auc:0.867964±0.002720 test-auc:0.815722±0.005918 
[6156]  train-auc:0.867968±0.002721 test-auc:0.815720±0.005916 
[6157]  train-auc:0.867973±0.002721 test-auc:0.815718±0.005916 
[6158]  train-auc:0.867977±0.002720 test-auc:0.815716±0.005922 
[6159]  train-auc:0.867980±0.002721 test-auc:0.815712±0.005922 
[6160]  train-auc:0.867984±0.002722 test-auc:0.815714±0.005918 
[6161]  train-auc:0.867990±0.002722 test-auc:0.815713±0.005921 
[6162]  train-auc:0.867996±0.002723 test-auc:0.815719±0.005927 
[6163]  train-auc:0.867999±0.002723 test-auc:0.815718±0.005926 
[6164]  train-auc:0.868004±0.002723 test-auc:0.815723±0.005925 
[6165]  train-auc:0.868009±0.002730 test-auc:0.815721±0.005930 
[6166]  train-auc:0.868018±0.002732 test-auc:0.815723±0.005925 
[6167]  train-auc:0.868026±0.002737 test-auc:0.815727±0.005921 
[6168]  train-auc:0.868030±0.002738 test-auc:0.815732±0.005926 
[6169]  train-auc:0.868040±0.002740 test-auc:0.815745±0.005926 
[6170]  train-auc:0.868043±0.002741 test-auc:0.815747±0.005927 
[6171]  train-auc:0.868045±0.002742 test-auc:0.815754±0.005928 
[6172]  train-auc:0.868050±0.002745 test-auc:0.815757±0.005927 
[6173]  train-auc:0.868056±0.002751 test-auc:0.815762±0.005929 
[6174]  train-auc:0.868065±0.002754 test-auc:0.815757±0.005932 
[6175]  train-auc:0.868074±0.002759 test-auc:0.815759±0.005939 
[6176]  train-auc:0.868078±0.002761 test-auc:0.815758±0.005934 
[6177]  train-auc:0.868082±0.002763 test-auc:0.815747±0.005935 
[6178]  train-auc:0.868087±0.002763 test-auc:0.815748±0.005931 
[6179]  train-auc:0.868093±0.002767 test-auc:0.815758±0.005930 
[6180]  train-auc:0.868097±0.002770 test-auc:0.815759±0.005935 
[6181]  train-auc:0.868106±0.002774 test-auc:0.815758±0.005948 
[6182]  train-auc:0.868112±0.002778 test-auc:0.815758±0.005943 
[6183]  train-auc:0.868120±0.002778 test-auc:0.815763±0.005949 
[6184]  train-auc:0.868127±0.002782 test-auc:0.815770±0.005950 
[6185]  train-auc:0.868132±0.002787 test-auc:0.815775±0.005954 
[6186]  train-auc:0.868141±0.002793 test-auc:0.815775±0.005954 
[6187]  train-auc:0.868149±0.002798 test-auc:0.815782±0.005956 
[6188]  train-auc:0.868154±0.002798 test-auc:0.815781±0.005965 
[6189]  train-auc:0.868168±0.002802 test-auc:0.815785±0.005958 
[6190]  train-auc:0.868174±0.002806 test-auc:0.815787±0.005959 
[6191]  train-auc:0.868177±0.002808 test-auc:0.815788±0.005959 
[6192]  train-auc:0.868183±0.002811 test-auc:0.815784±0.005960 
[6193]  train-auc:0.868189±0.002817 test-auc:0.815784±0.005955 
[6194]  train-auc:0.868193±0.002815 test-auc:0.815793±0.005947 
[6195]  train-auc:0.868199±0.002813 test-auc:0.815791±0.005940 
[6196]  train-auc:0.868205±0.002820 test-auc:0.815791±0.005941 
[6197]  train-auc:0.868208±0.002821 test-auc:0.815786±0.005933 
[6198]  train-auc:0.868216±0.002825 test-auc:0.815791±0.005941 
[6199]  train-auc:0.868219±0.002827 test-auc:0.815790±0.005938 
[6200]  train-auc:0.868222±0.002827 test-auc:0.815798±0.005941 
[6201]  train-auc:0.868229±0.002830 test-auc:0.815803±0.005934 
[6202]  train-auc:0.868240±0.002837 test-auc:0.815811±0.005926 
[6203]  train-auc:0.868245±0.002835 test-auc:0.815818±0.005919 
[6204]  train-auc:0.868250±0.002838 test-auc:0.815830±0.005921 
[6205]  train-auc:0.868258±0.002839 test-auc:0.815820±0.005924 
[6206]  train-auc:0.868264±0.002839 test-auc:0.815825±0.005933 
[6207]  train-auc:0.868271±0.002839 test-auc:0.815830±0.005941 
[6208]  train-auc:0.868276±0.002839 test-auc:0.815830±0.005934 
[6209]  train-auc:0.868278±0.002838 test-auc:0.815831±0.005931 
[6210]  train-auc:0.868284±0.002842 test-auc:0.815833±0.005934 
[6211]  train-auc:0.868291±0.002846 test-auc:0.815830±0.005945 
[6212]  train-auc:0.868295±0.002849 test-auc:0.815835±0.005945 
[6213]  train-auc:0.868301±0.002850 test-auc:0.815825±0.005939 
[6214]  train-auc:0.868307±0.002852 test-auc:0.815830±0.005936 
[6215]  train-auc:0.868309±0.002852 test-auc:0.815836±0.005938 
[6216]  train-auc:0.868313±0.002851 test-auc:0.815830±0.005944 
[6217]  train-auc:0.868317±0.002851 test-auc:0.815828±0.005941 
[6218]  train-auc:0.868321±0.002851 test-auc:0.815823±0.005941 
[6219]  train-auc:0.868326±0.002855 test-auc:0.815837±0.005946 
[6220]  train-auc:0.868332±0.002854 test-auc:0.815830±0.005941 
[6221]  train-auc:0.868338±0.002855 test-auc:0.815838±0.005939 
[6222]  train-auc:0.868345±0.002864 test-auc:0.815839±0.005948 
[6223]  train-auc:0.868357±0.002865 test-auc:0.815836±0.005945 
[6224]  train-auc:0.868365±0.002869 test-auc:0.815842±0.005944 
[6225]  train-auc:0.868371±0.002872 test-auc:0.815835±0.005938 
[6226]  train-auc:0.868377±0.002878 test-auc:0.815839±0.005934 
[6227]  train-auc:0.868383±0.002883 test-auc:0.815840±0.005926 
[6228]  train-auc:0.868392±0.002883 test-auc:0.815847±0.005926 
[6229]  train-auc:0.868400±0.002882 test-auc:0.815852±0.005927 
[6230]  train-auc:0.868409±0.002886 test-auc:0.815851±0.005920 
[6231]  train-auc:0.868416±0.002885 test-auc:0.815857±0.005927 
[6232]  train-auc:0.868425±0.002884 test-auc:0.815858±0.005918 
[6233]  train-auc:0.868437±0.002892 test-auc:0.815853±0.005917 
[6234]  train-auc:0.868442±0.002890 test-auc:0.815856±0.005909 
[6235]  train-auc:0.868450±0.002892 test-auc:0.815857±0.005921 
[6236]  train-auc:0.868458±0.002898 test-auc:0.815867±0.005915 
[6237]  train-auc:0.868465±0.002901 test-auc:0.815870±0.005915 
[6238]  train-auc:0.868475±0.002902 test-auc:0.815878±0.005920 
[6239]  train-auc:0.868484±0.002906 test-auc:0.815880±0.005914 
[6240]  train-auc:0.868488±0.002905 test-auc:0.815881±0.005907 
[6241]  train-auc:0.868496±0.002906 test-auc:0.815886±0.005894 
[6242]  train-auc:0.868502±0.002906 test-auc:0.815893±0.005879 
[6243]  train-auc:0.868512±0.002912 test-auc:0.815894±0.005887 
[6244]  train-auc:0.868519±0.002915 test-auc:0.815895±0.005887 
[6245]  train-auc:0.868529±0.002916 test-auc:0.815896±0.005888 
[6246]  train-auc:0.868537±0.002920 test-auc:0.815902±0.005883 
[6247]  train-auc:0.868545±0.002920 test-auc:0.815905±0.005889 
[6248]  train-auc:0.868551±0.002925 test-auc:0.815896±0.005888 
[6249]  train-auc:0.868556±0.002926 test-auc:0.815902±0.005894 
[6250]  train-auc:0.868560±0.002928 test-auc:0.815908±0.005896 
[6251]  train-auc:0.868565±0.002930 test-auc:0.815908±0.005897 
[6252]  train-auc:0.868569±0.002930 test-auc:0.815912±0.005890 
[6253]  train-auc:0.868578±0.002932 test-auc:0.815914±0.005895 
[6254]  train-auc:0.868580±0.002931 test-auc:0.815911±0.005898 
[6255]  train-auc:0.868586±0.002934 test-auc:0.815920±0.005896 
[6256]  train-auc:0.868591±0.002934 test-auc:0.815920±0.005896 
[6257]  train-auc:0.868599±0.002938 test-auc:0.815913±0.005889 
[6258]  train-auc:0.868604±0.002939 test-auc:0.815911±0.005894 
[6259]  train-auc:0.868608±0.002939 test-auc:0.815910±0.005893 
[6260]  train-auc:0.868615±0.002940 test-auc:0.815914±0.005894 
[6261]  train-auc:0.868623±0.002941 test-auc:0.815910±0.005890 
[6262]  train-auc:0.868636±0.002944 test-auc:0.815908±0.005889 
[6263]  train-auc:0.868642±0.002946 test-auc:0.815907±0.005881 
[6264]  train-auc:0.868651±0.002946 test-auc:0.815909±0.005883 
[6265]  train-auc:0.868662±0.002946 test-auc:0.815906±0.005876 
[6266]  train-auc:0.868670±0.002946 test-auc:0.815912±0.005878 
[6267]  train-auc:0.868678±0.002946 test-auc:0.815906±0.005869 
[6268]  train-auc:0.868690±0.002948 test-auc:0.815905±0.005872 
[6269]  train-auc:0.868696±0.002950 test-auc:0.815907±0.005873 
[6270]  train-auc:0.868703±0.002954 test-auc:0.815914±0.005864 
[6271]  train-auc:0.868706±0.002956 test-auc:0.815919±0.005862 
[6272]  train-auc:0.868713±0.002955 test-auc:0.815910±0.005865 
[6273]  train-auc:0.868722±0.002958 test-auc:0.815913±0.005853 
[6274]  train-auc:0.868728±0.002953 test-auc:0.815914±0.005858 
[6275]  train-auc:0.868732±0.002954 test-auc:0.815912±0.005863 
[6276]  train-auc:0.868735±0.002952 test-auc:0.815910±0.005860 
[6277]  train-auc:0.868741±0.002955 test-auc:0.815916±0.005858 
[6278]  train-auc:0.868744±0.002956 test-auc:0.815917±0.005855 
[6279]  train-auc:0.868753±0.002958 test-auc:0.815928±0.005841 
[6280]  train-auc:0.868758±0.002954 test-auc:0.815936±0.005843 
[6281]  train-auc:0.868762±0.002953 test-auc:0.815938±0.005842 
[6282]  train-auc:0.868768±0.002955 test-auc:0.815945±0.005841 
[6283]  train-auc:0.868771±0.002952 test-auc:0.815949±0.005841 
[6284]  train-auc:0.868777±0.002955 test-auc:0.815957±0.005835 
[6285]  train-auc:0.868785±0.002961 test-auc:0.815961±0.005839 
[6286]  train-auc:0.868789±0.002963 test-auc:0.815964±0.005841 
[6287]  train-auc:0.868794±0.002963 test-auc:0.815964±0.005845 
[6288]  train-auc:0.868797±0.002961 test-auc:0.815963±0.005856 
[6289]  train-auc:0.868800±0.002962 test-auc:0.815966±0.005856 
[6290]  train-auc:0.868809±0.002965 test-auc:0.815974±0.005857 
[6291]  train-auc:0.868813±0.002966 test-auc:0.815970±0.005856 
[6292]  train-auc:0.868817±0.002965 test-auc:0.815972±0.005850 
[6293]  train-auc:0.868820±0.002967 test-auc:0.815972±0.005857 
[6294]  train-auc:0.868824±0.002971 test-auc:0.815972±0.005856 
[6295]  train-auc:0.868831±0.002971 test-auc:0.815983±0.005853 
[6296]  train-auc:0.868837±0.002970 test-auc:0.815988±0.005857 
[6297]  train-auc:0.868842±0.002973 test-auc:0.815987±0.005853 
[6298]  train-auc:0.868844±0.002974 test-auc:0.815985±0.005847 
[6299]  train-auc:0.868850±0.002976 test-auc:0.815988±0.005850 
[6300]  train-auc:0.868854±0.002979 test-auc:0.815981±0.005845 
[6301]  train-auc:0.868859±0.002978 test-auc:0.815980±0.005844 
[6302]  train-auc:0.868864±0.002977 test-auc:0.815992±0.005843 
[6303]  train-auc:0.868869±0.002976 test-auc:0.815996±0.005841 
[6304]  train-auc:0.868878±0.002977 test-auc:0.815993±0.005828 
[6305]  train-auc:0.868885±0.002974 test-auc:0.815997±0.005817 
[6306]  train-auc:0.868891±0.002973 test-auc:0.815999±0.005818 
[6307]  train-auc:0.868893±0.002971 test-auc:0.816006±0.005833 
[6308]  train-auc:0.868899±0.002969 test-auc:0.816011±0.005824 
[6309]  train-auc:0.868904±0.002970 test-auc:0.816019±0.005824 
[6310]  train-auc:0.868906±0.002969 test-auc:0.816015±0.005826 
[6311]  train-auc:0.868908±0.002969 test-auc:0.816015±0.005820 
[6312]  train-auc:0.868911±0.002969 test-auc:0.816009±0.005823 
[6313]  train-auc:0.868915±0.002967 test-auc:0.816014±0.005821 
[6314]  train-auc:0.868920±0.002966 test-auc:0.816015±0.005816 
[6315]  train-auc:0.868923±0.002968 test-auc:0.816013±0.005813 
[6316]  train-auc:0.868928±0.002968 test-auc:0.816017±0.005811 
[6317]  train-auc:0.868933±0.002967 test-auc:0.816026±0.005811 
[6318]  train-auc:0.868939±0.002965 test-auc:0.816025±0.005813 
[6319]  train-auc:0.868944±0.002966 test-auc:0.816024±0.005811 
[6320]  train-auc:0.868949±0.002967 test-auc:0.816032±0.005812 
[6321]  train-auc:0.868952±0.002968 test-auc:0.816030±0.005813 
[6322]  train-auc:0.868954±0.002968 test-auc:0.816034±0.005813 
[6323]  train-auc:0.868958±0.002970 test-auc:0.816029±0.005814 
[6324]  train-auc:0.868962±0.002971 test-auc:0.816027±0.005809 
[6325]  train-auc:0.868968±0.002973 test-auc:0.816022±0.005811 
[6326]  train-auc:0.868971±0.002972 test-auc:0.816026±0.005810 
[6327]  train-auc:0.868972±0.002972 test-auc:0.816030±0.005816 
[6328]  train-auc:0.868980±0.002967 test-auc:0.816040±0.005816 
[6329]  train-auc:0.868984±0.002966 test-auc:0.816044±0.005816 
[6330]  train-auc:0.868989±0.002970 test-auc:0.816044±0.005810 
[6331]  train-auc:0.868995±0.002973 test-auc:0.816042±0.005804 
[6332]  train-auc:0.868997±0.002971 test-auc:0.816047±0.005809 
[6333]  train-auc:0.869004±0.002969 test-auc:0.816051±0.005801 
[6334]  train-auc:0.869007±0.002970 test-auc:0.816053±0.005803 
[6335]  train-auc:0.869013±0.002971 test-auc:0.816064±0.005801 
[6336]  train-auc:0.869020±0.002968 test-auc:0.816070±0.005792 
[6337]  train-auc:0.869025±0.002967 test-auc:0.816070±0.005796 
[6338]  train-auc:0.869028±0.002966 test-auc:0.816075±0.005792 
[6339]  train-auc:0.869034±0.002964 test-auc:0.816071±0.005799 
[6340]  train-auc:0.869040±0.002962 test-auc:0.816070±0.005800 
[6341]  train-auc:0.869046±0.002961 test-auc:0.816068±0.005806 
[6342]  train-auc:0.869052±0.002959 test-auc:0.816069±0.005810 
[6343]  train-auc:0.869055±0.002961 test-auc:0.816070±0.005809 
[6344]  train-auc:0.869060±0.002963 test-auc:0.816084±0.005808 
[6345]  train-auc:0.869067±0.002963 test-auc:0.816089±0.005805 
[6346]  train-auc:0.869070±0.002962 test-auc:0.816088±0.005812 
[6347]  train-auc:0.869075±0.002961 test-auc:0.816084±0.005815 
[6348]  train-auc:0.869080±0.002962 test-auc:0.816094±0.005811 
[6349]  train-auc:0.869084±0.002961 test-auc:0.816095±0.005804 
[6350]  train-auc:0.869090±0.002960 test-auc:0.816097±0.005805 
[6351]  train-auc:0.869094±0.002958 test-auc:0.816100±0.005794 
[6352]  train-auc:0.869101±0.002957 test-auc:0.816107±0.005797 
[6353]  train-auc:0.869106±0.002958 test-auc:0.816100±0.005786 
[6354]  train-auc:0.869112±0.002958 test-auc:0.816103±0.005787 
[6355]  train-auc:0.869115±0.002958 test-auc:0.816102±0.005791 
[6356]  train-auc:0.869120±0.002960 test-auc:0.816105±0.005789 
[6357]  train-auc:0.869124±0.002961 test-auc:0.816103±0.005790 
[6358]  train-auc:0.869127±0.002963 test-auc:0.816110±0.005793 
[6359]  train-auc:0.869132±0.002961 test-auc:0.816106±0.005801 
[6360]  train-auc:0.869137±0.002961 test-auc:0.816107±0.005796 
[6361]  train-auc:0.869142±0.002961 test-auc:0.816108±0.005800 
[6362]  train-auc:0.869147±0.002962 test-auc:0.816109±0.005796 
[6363]  train-auc:0.869151±0.002959 test-auc:0.816112±0.005802 
[6364]  train-auc:0.869156±0.002960 test-auc:0.816119±0.005806 
[6365]  train-auc:0.869159±0.002962 test-auc:0.816123±0.005808 
[6366]  train-auc:0.869163±0.002961 test-auc:0.816125±0.005806 
[6367]  train-auc:0.869165±0.002961 test-auc:0.816129±0.005808 
[6368]  train-auc:0.869167±0.002960 test-auc:0.816128±0.005802 
[6369]  train-auc:0.869171±0.002959 test-auc:0.816126±0.005805 
[6370]  train-auc:0.869174±0.002959 test-auc:0.816129±0.005804 
[6371]  train-auc:0.869178±0.002959 test-auc:0.816136±0.005803 
[6372]  train-auc:0.869181±0.002959 test-auc:0.816136±0.005804 
[6373]  train-auc:0.869183±0.002958 test-auc:0.816133±0.005806 
[6374]  train-auc:0.869186±0.002957 test-auc:0.816127±0.005798 
[6375]  train-auc:0.869190±0.002958 test-auc:0.816132±0.005800 
[6376]  train-auc:0.869194±0.002958 test-auc:0.816131±0.005798 
[6377]  train-auc:0.869197±0.002959 test-auc:0.816131±0.005803 
[6378]  train-auc:0.869201±0.002957 test-auc:0.816135±0.005814 
[6379]  train-auc:0.869204±0.002958 test-auc:0.816134±0.005814 
[6380]  train-auc:0.869212±0.002958 test-auc:0.816135±0.005823 
[6381]  train-auc:0.869217±0.002957 test-auc:0.816134±0.005825 
[6382]  train-auc:0.869223±0.002959 test-auc:0.816138±0.005826 
[6383]  train-auc:0.869228±0.002957 test-auc:0.816131±0.005826 
[6384]  train-auc:0.869233±0.002957 test-auc:0.816126±0.005830 
[6385]  train-auc:0.869239±0.002956 test-auc:0.816122±0.005834 
[6386]  train-auc:0.869243±0.002956 test-auc:0.816123±0.005843 
[6387]  train-auc:0.869247±0.002956 test-auc:0.816125±0.005846 
[6388]  train-auc:0.869250±0.002956 test-auc:0.816131±0.005839 
[6389]  train-auc:0.869252±0.002956 test-auc:0.816124±0.005841 
[6390]  train-auc:0.869255±0.002957 test-auc:0.816133±0.005838 
[6391]  train-auc:0.869261±0.002958 test-auc:0.816128±0.005837 
[6392]  train-auc:0.869265±0.002956 test-auc:0.816131±0.005837 
[6393]  train-auc:0.869268±0.002957 test-auc:0.816129±0.005844 
[6394]  train-auc:0.869271±0.002957 test-auc:0.816130±0.005844 
[6395]  train-auc:0.869276±0.002957 test-auc:0.816125±0.005844 
[6396]  train-auc:0.869280±0.002958 test-auc:0.816123±0.005842 
[6397]  train-auc:0.869285±0.002957 test-auc:0.816120±0.005845 
[6398]  train-auc:0.869290±0.002955 test-auc:0.816114±0.005856 
[6399]  train-auc:0.869295±0.002954 test-auc:0.816118±0.005864 
[6400]  train-auc:0.869299±0.002952 test-auc:0.816111±0.005863 
[6401]  train-auc:0.869303±0.002954 test-auc:0.816115±0.005860 
[6402]  train-auc:0.869305±0.002954 test-auc:0.816118±0.005866 
[6403]  train-auc:0.869309±0.002954 test-auc:0.816113±0.005868 
[6404]  train-auc:0.869312±0.002954 test-auc:0.816112±0.005870 
[6405]  train-auc:0.869319±0.002958 test-auc:0.816110±0.005866 
[6406]  train-auc:0.869323±0.002957 test-auc:0.816110±0.005863 
[6407]  train-auc:0.869330±0.002952 test-auc:0.816111±0.005873 
[6408]  train-auc:0.869333±0.002954 test-auc:0.816103±0.005874 
[6409]  train-auc:0.869337±0.002956 test-auc:0.816105±0.005877 
[6410]  train-auc:0.869339±0.002955 test-auc:0.816101±0.005882 
[6411]  train-auc:0.869343±0.002955 test-auc:0.816103±0.005881 
[6412]  train-auc:0.869347±0.002956 test-auc:0.816100±0.005873 
[6413]  train-auc:0.869351±0.002956 test-auc:0.816095±0.005866 
[6414]  train-auc:0.869355±0.002956 test-auc:0.816088±0.005876 
[6415]  train-auc:0.869359±0.002956 test-auc:0.816084±0.005876 
[6416]  train-auc:0.869366±0.002957 test-auc:0.816088±0.005876 
[6417]  train-auc:0.869372±0.002957 test-auc:0.816083±0.005883 
[6418]  train-auc:0.869376±0.002957 test-auc:0.816090±0.005884 
[6419]  train-auc:0.869380±0.002956 test-auc:0.816095±0.005885 
[6420]  train-auc:0.869387±0.002959 test-auc:0.816090±0.005888 
[6421]  train-auc:0.869390±0.002957 test-auc:0.816084±0.005884 
[6422]  train-auc:0.869394±0.002956 test-auc:0.816090±0.005892 
[6423]  train-auc:0.869398±0.002952 test-auc:0.816098±0.005898 
[6424]  train-auc:0.869402±0.002951 test-auc:0.816091±0.005897 
[6425]  train-auc:0.869408±0.002951 test-auc:0.816094±0.005896 
[6426]  train-auc:0.869411±0.002950 test-auc:0.816088±0.005903 
[6427]  train-auc:0.869415±0.002949 test-auc:0.816081±0.005912 
[6428]  train-auc:0.869422±0.002949 test-auc:0.816081±0.005913 
[6429]  train-auc:0.869427±0.002949 test-auc:0.816085±0.005907 
[6430]  train-auc:0.869432±0.002950 test-auc:0.816087±0.005907 
[6431]  train-auc:0.869437±0.002953 test-auc:0.816078±0.005907 
[6432]  train-auc:0.869445±0.002956 test-auc:0.816077±0.005917 
[6433]  train-auc:0.869453±0.002953 test-auc:0.816076±0.005923 
[6434]  train-auc:0.869456±0.002955 test-auc:0.816083±0.005929 
[6435]  train-auc:0.869465±0.002950 test-auc:0.816087±0.005928 
[6436]  train-auc:0.869467±0.002952 test-auc:0.816083±0.005925 
[6437]  train-auc:0.869475±0.002951 test-auc:0.816087±0.005924 
[6438]  train-auc:0.869478±0.002953 test-auc:0.816089±0.005927 
[6439]  train-auc:0.869482±0.002952 test-auc:0.816095±0.005930 
[6440]  train-auc:0.869485±0.002952 test-auc:0.816099±0.005938 
[6441]  train-auc:0.869490±0.002951 test-auc:0.816098±0.005940 
[6442]  train-auc:0.869495±0.002948 test-auc:0.816101±0.005937 
[6443]  train-auc:0.869499±0.002948 test-auc:0.816099±0.005941 
[6444]  train-auc:0.869502±0.002947 test-auc:0.816092±0.005939 
[6445]  train-auc:0.869507±0.002947 test-auc:0.816093±0.005942 
[6446]  train-auc:0.869512±0.002946 test-auc:0.816095±0.005946 
[6447]  train-auc:0.869517±0.002946 test-auc:0.816098±0.005945 
[6448]  train-auc:0.869521±0.002943 test-auc:0.816095±0.005950 
[6449]  train-auc:0.869524±0.002945 test-auc:0.816097±0.005954 
[6450]  train-auc:0.869528±0.002944 test-auc:0.816094±0.005957 
[6451]  train-auc:0.869533±0.002944 test-auc:0.816095±0.005966 
[6452]  train-auc:0.869538±0.002942 test-auc:0.816098±0.005959 
[6453]  train-auc:0.869545±0.002939 test-auc:0.816100±0.005958 
[6454]  train-auc:0.869548±0.002937 test-auc:0.816101±0.005955 
[6455]  train-auc:0.869553±0.002940 test-auc:0.816104±0.005957 
[6456]  train-auc:0.869556±0.002939 test-auc:0.816100±0.005955 
[6457]  train-auc:0.869561±0.002940 test-auc:0.816095±0.005953 
[6458]  train-auc:0.869567±0.002938 test-auc:0.816103±0.005959 
[6459]  train-auc:0.869571±0.002937 test-auc:0.816105±0.005959 
[6460]  train-auc:0.869575±0.002936 test-auc:0.816098±0.005949 
[6461]  train-auc:0.869579±0.002938 test-auc:0.816097±0.005951 
[6462]  train-auc:0.869585±0.002939 test-auc:0.816098±0.005953 
[6463]  train-auc:0.869591±0.002939 test-auc:0.816097±0.005959 
[6464]  train-auc:0.869597±0.002943 test-auc:0.816101±0.005958 
[6465]  train-auc:0.869605±0.002946 test-auc:0.816103±0.005953 
[6466]  train-auc:0.869612±0.002948 test-auc:0.816108±0.005955 
[6467]  train-auc:0.869618±0.002945 test-auc:0.816108±0.005952 
[6468]  train-auc:0.869622±0.002947 test-auc:0.816108±0.005942 
[6469]  train-auc:0.869629±0.002947 test-auc:0.816119±0.005944 
[6470]  train-auc:0.869633±0.002947 test-auc:0.816123±0.005943 
[6471]  train-auc:0.869637±0.002947 test-auc:0.816124±0.005953 
[6472]  train-auc:0.869641±0.002945 test-auc:0.816126±0.005951 
[6473]  train-auc:0.869647±0.002945 test-auc:0.816128±0.005947 
[6474]  train-auc:0.869655±0.002947 test-auc:0.816131±0.005952 
[6475]  train-auc:0.869664±0.002944 test-auc:0.816124±0.005956 
[6476]  train-auc:0.869667±0.002945 test-auc:0.816131±0.005959 
[6477]  train-auc:0.869672±0.002945 test-auc:0.816137±0.005959 
[6478]  train-auc:0.869678±0.002943 test-auc:0.816137±0.005961 
[6479]  train-auc:0.869684±0.002944 test-auc:0.816130±0.005959 
[6480]  train-auc:0.869689±0.002942 test-auc:0.816136±0.005956 
[6481]  train-auc:0.869695±0.002943 test-auc:0.816136±0.005960 
[6482]  train-auc:0.869698±0.002944 test-auc:0.816140±0.005963 
[6483]  train-auc:0.869705±0.002945 test-auc:0.816146±0.005966 
[6484]  train-auc:0.869715±0.002948 test-auc:0.816142±0.005964 
[6485]  train-auc:0.869721±0.002947 test-auc:0.816144±0.005974 
[6486]  train-auc:0.869726±0.002945 test-auc:0.816153±0.005973 
[6487]  train-auc:0.869730±0.002943 test-auc:0.816156±0.005974 
[6488]  train-auc:0.869735±0.002941 test-auc:0.816160±0.005970 
[6489]  train-auc:0.869741±0.002944 test-auc:0.816162±0.005973 
[6490]  train-auc:0.869744±0.002946 test-auc:0.816160±0.005970 
[6491]  train-auc:0.869749±0.002946 test-auc:0.816166±0.005961 
[6492]  train-auc:0.869752±0.002949 test-auc:0.816165±0.005962 
[6493]  train-auc:0.869756±0.002950 test-auc:0.816172±0.005954 
[6494]  train-auc:0.869762±0.002950 test-auc:0.816173±0.005950 
[6495]  train-auc:0.869770±0.002950 test-auc:0.816178±0.005946 
[6496]  train-auc:0.869774±0.002953 test-auc:0.816181±0.005950 
[6497]  train-auc:0.869777±0.002951 test-auc:0.816182±0.005956 
[6498]  train-auc:0.869783±0.002951 test-auc:0.816186±0.005953 
[6499]  train-auc:0.869789±0.002954 test-auc:0.816183±0.005954 
[6500]  train-auc:0.869795±0.002955 test-auc:0.816189±0.005954 
[6501]  train-auc:0.869800±0.002957 test-auc:0.816192±0.005951 
[6502]  train-auc:0.869806±0.002959 test-auc:0.816198±0.005959 
[6503]  train-auc:0.869811±0.002960 test-auc:0.816200±0.005958 
[6504]  train-auc:0.869816±0.002962 test-auc:0.816201±0.005952 
[6505]  train-auc:0.869823±0.002959 test-auc:0.816195±0.005963 
[6506]  train-auc:0.869832±0.002963 test-auc:0.816190±0.005966 
[6507]  train-auc:0.869836±0.002966 test-auc:0.816195±0.005969 
[6508]  train-auc:0.869844±0.002968 test-auc:0.816187±0.005958 
[6509]  train-auc:0.869849±0.002967 test-auc:0.816189±0.005954 
[6510]  train-auc:0.869856±0.002965 test-auc:0.816186±0.005959 
[6511]  train-auc:0.869863±0.002962 test-auc:0.816180±0.005964 
[6512]  train-auc:0.869870±0.002965 test-auc:0.816178±0.005972 
[6513]  train-auc:0.869874±0.002965 test-auc:0.816176±0.005972 
[6514]  train-auc:0.869880±0.002966 test-auc:0.816171±0.005968 
[6515]  train-auc:0.869893±0.002965 test-auc:0.816171±0.005976 
[6516]  train-auc:0.869896±0.002967 test-auc:0.816177±0.005985 
[6517]  train-auc:0.869903±0.002971 test-auc:0.816178±0.005981 
[6518]  train-auc:0.869907±0.002973 test-auc:0.816174±0.005984 
[6519]  train-auc:0.869911±0.002976 test-auc:0.816175±0.005981 
[6520]  train-auc:0.869917±0.002977 test-auc:0.816177±0.005976 
[6521]  train-auc:0.869922±0.002974 test-auc:0.816178±0.005978 
[6522]  train-auc:0.869926±0.002974 test-auc:0.816182±0.005980 
[6523]  train-auc:0.869932±0.002975 test-auc:0.816178±0.005981 
[6524]  train-auc:0.869936±0.002975 test-auc:0.816178±0.005985 
[6525]  train-auc:0.869940±0.002975 test-auc:0.816172±0.005989 
[6526]  train-auc:0.869946±0.002977 test-auc:0.816171±0.005989 
[6527]  train-auc:0.869956±0.002976 test-auc:0.816173±0.005998 
[6528]  train-auc:0.869960±0.002978 test-auc:0.816173±0.005998 
[6529]  train-auc:0.869964±0.002978 test-auc:0.816175±0.005993 
[6530]  train-auc:0.869968±0.002981 test-auc:0.816180±0.005997 
[6531]  train-auc:0.869973±0.002984 test-auc:0.816186±0.005987 
[6532]  train-auc:0.869977±0.002985 test-auc:0.816188±0.005988 
[6533]  train-auc:0.869984±0.002987 test-auc:0.816186±0.005985 
[6534]  train-auc:0.869991±0.002984 test-auc:0.816191±0.005991 
[6535]  train-auc:0.869996±0.002986 test-auc:0.816189±0.005994 
[6536]  train-auc:0.869999±0.002985 test-auc:0.816186±0.005994 
[6537]  train-auc:0.870004±0.002986 test-auc:0.816191±0.005989 
[6538]  train-auc:0.870007±0.002987 test-auc:0.816190±0.005993 
[6539]  train-auc:0.870015±0.002990 test-auc:0.816194±0.005992 
[6540]  train-auc:0.870021±0.002990 test-auc:0.816200±0.005987 
[6541]  train-auc:0.870025±0.002991 test-auc:0.816198±0.005992 
[6542]  train-auc:0.870028±0.002992 test-auc:0.816205±0.005992 
[6543]  train-auc:0.870036±0.002987 test-auc:0.816211±0.005998 
[6544]  train-auc:0.870043±0.002986 test-auc:0.816214±0.006002 
[6545]  train-auc:0.870048±0.002987 test-auc:0.816211±0.005998 
[6546]  train-auc:0.870054±0.002988 test-auc:0.816206±0.005997 
[6547]  train-auc:0.870060±0.002990 test-auc:0.816203±0.006005 
[6548]  train-auc:0.870069±0.002989 test-auc:0.816207±0.006005 
[6549]  train-auc:0.870075±0.002992 test-auc:0.816202±0.006007 
[6550]  train-auc:0.870080±0.002993 test-auc:0.816209±0.005995 
[6551]  train-auc:0.870087±0.002997 test-auc:0.816209±0.006002 
[6552]  train-auc:0.870096±0.002990 test-auc:0.816214±0.005997 
[6553]  train-auc:0.870101±0.002992 test-auc:0.816221±0.006000 
[6554]  train-auc:0.870104±0.002989 test-auc:0.816220±0.005997 
[6555]  train-auc:0.870109±0.002991 test-auc:0.816211±0.005995 
[6556]  train-auc:0.870116±0.002991 test-auc:0.816222±0.005999 
[6557]  train-auc:0.870124±0.002984 test-auc:0.816221±0.006000 
[6558]  train-auc:0.870133±0.002981 test-auc:0.816227±0.006007 
[6559]  train-auc:0.870140±0.002980 test-auc:0.816221±0.006001 
[6560]  train-auc:0.870147±0.002976 test-auc:0.816238±0.006009 
[6561]  train-auc:0.870156±0.002973 test-auc:0.816236±0.006007 
[6562]  train-auc:0.870162±0.002968 test-auc:0.816237±0.006011 
[6563]  train-auc:0.870167±0.002969 test-auc:0.816238±0.006013 
[6564]  train-auc:0.870173±0.002966 test-auc:0.816235±0.006013 
[6565]  train-auc:0.870178±0.002962 test-auc:0.816243±0.006015 
[6566]  train-auc:0.870182±0.002966 test-auc:0.816245±0.006014 
[6567]  train-auc:0.870189±0.002969 test-auc:0.816245±0.006014 
[6568]  train-auc:0.870192±0.002969 test-auc:0.816241±0.006013 
[6569]  train-auc:0.870195±0.002969 test-auc:0.816237±0.006012 
[6570]  train-auc:0.870200±0.002969 test-auc:0.816242±0.006007 
[6571]  train-auc:0.870202±0.002970 test-auc:0.816240±0.006007 
[6572]  train-auc:0.870210±0.002966 test-auc:0.816246±0.006009 
[6573]  train-auc:0.870216±0.002963 test-auc:0.816249±0.006016 
[6574]  train-auc:0.870221±0.002963 test-auc:0.816248±0.006013 
[6575]  train-auc:0.870226±0.002962 test-auc:0.816250±0.006006 
[6576]  train-auc:0.870230±0.002963 test-auc:0.816249±0.006003 
[6577]  train-auc:0.870237±0.002954 test-auc:0.816251±0.006006 
[6578]  train-auc:0.870243±0.002956 test-auc:0.816250±0.005997 
[6579]  train-auc:0.870251±0.002958 test-auc:0.816247±0.005999 
[6580]  train-auc:0.870254±0.002957 test-auc:0.816251±0.006007 
[6581]  train-auc:0.870261±0.002952 test-auc:0.816252±0.006014 
[6582]  train-auc:0.870265±0.002957 test-auc:0.816255±0.006020 
[6583]  train-auc:0.870267±0.002954 test-auc:0.816258±0.006023 
[6584]  train-auc:0.870272±0.002952 test-auc:0.816262±0.006027 
[6585]  train-auc:0.870278±0.002954 test-auc:0.816263±0.006027 
[6586]  train-auc:0.870284±0.002953 test-auc:0.816266±0.006034 
[6587]  train-auc:0.870293±0.002949 test-auc:0.816266±0.006033 
[6588]  train-auc:0.870300±0.002948 test-auc:0.816266±0.006026 
[6589]  train-auc:0.870309±0.002942 test-auc:0.816271±0.006026 
[6590]  train-auc:0.870316±0.002939 test-auc:0.816270±0.006027 
[6591]  train-auc:0.870322±0.002934 test-auc:0.816268±0.006035 
[6592]  train-auc:0.870328±0.002929 test-auc:0.816268±0.006034 
[6593]  train-auc:0.870336±0.002927 test-auc:0.816277±0.006034 
[6594]  train-auc:0.870342±0.002929 test-auc:0.816279±0.006045 
[6595]  train-auc:0.870347±0.002928 test-auc:0.816286±0.006049 
[6596]  train-auc:0.870353±0.002929 test-auc:0.816292±0.006048 
[6597]  train-auc:0.870355±0.002930 test-auc:0.816297±0.006051 
[6598]  train-auc:0.870361±0.002930 test-auc:0.816295±0.006049 
[6599]  train-auc:0.870365±0.002928 test-auc:0.816297±0.006043 
[6600]  train-auc:0.870372±0.002927 test-auc:0.816295±0.006045 
[6601]  train-auc:0.870374±0.002927 test-auc:0.816301±0.006042 
[6602]  train-auc:0.870378±0.002925 test-auc:0.816303±0.006051 
[6603]  train-auc:0.870382±0.002925 test-auc:0.816303±0.006056 
[6604]  train-auc:0.870386±0.002928 test-auc:0.816299±0.006067 
[6605]  train-auc:0.870390±0.002928 test-auc:0.816298±0.006067 
[6606]  train-auc:0.870396±0.002928 test-auc:0.816305±0.006061 
[6607]  train-auc:0.870400±0.002926 test-auc:0.816296±0.006058 
[6608]  train-auc:0.870405±0.002924 test-auc:0.816299±0.006059 
[6609]  train-auc:0.870409±0.002925 test-auc:0.816297±0.006061 
[6610]  train-auc:0.870414±0.002927 test-auc:0.816306±0.006054 
[6611]  train-auc:0.870420±0.002927 test-auc:0.816302±0.006053 
[6612]  train-auc:0.870424±0.002925 test-auc:0.816300±0.006051 
[6613]  train-auc:0.870429±0.002925 test-auc:0.816301±0.006054 
[6614]  train-auc:0.870432±0.002922 test-auc:0.816310±0.006058 
[6615]  train-auc:0.870437±0.002920 test-auc:0.816313±0.006065 
[6616]  train-auc:0.870440±0.002919 test-auc:0.816312±0.006065 
[6617]  train-auc:0.870446±0.002917 test-auc:0.816304±0.006058 
[6618]  train-auc:0.870451±0.002915 test-auc:0.816310±0.006059 
[6619]  train-auc:0.870458±0.002912 test-auc:0.816309±0.006058 
[6620]  train-auc:0.870463±0.002909 test-auc:0.816310±0.006063 
[6621]  train-auc:0.870470±0.002909 test-auc:0.816303±0.006068 
[6622]  train-auc:0.870477±0.002909 test-auc:0.816297±0.006061 
[6623]  train-auc:0.870482±0.002908 test-auc:0.816300±0.006056 
[6624]  train-auc:0.870487±0.002908 test-auc:0.816297±0.006063 
[6625]  train-auc:0.870493±0.002911 test-auc:0.816299±0.006057 
[6626]  train-auc:0.870499±0.002910 test-auc:0.816293±0.006056 
[6627]  train-auc:0.870504±0.002913 test-auc:0.816298±0.006051 
[6628]  train-auc:0.870508±0.002914 test-auc:0.816307±0.006049 
[6629]  train-auc:0.870512±0.002914 test-auc:0.816304±0.006053 
[6630]  train-auc:0.870520±0.002913 test-auc:0.816309±0.006060 
[6631]  train-auc:0.870524±0.002912 test-auc:0.816311±0.006062 
[6632]  train-auc:0.870532±0.002911 test-auc:0.816302±0.006063 
[6633]  train-auc:0.870543±0.002905 test-auc:0.816310±0.006074 
[6634]  train-auc:0.870550±0.002895 test-auc:0.816311±0.006080 
[6635]  train-auc:0.870555±0.002893 test-auc:0.816310±0.006084 
[6636]  train-auc:0.870560±0.002894 test-auc:0.816313±0.006085 
[6637]  train-auc:0.870563±0.002892 test-auc:0.816314±0.006081 
[6638]  train-auc:0.870568±0.002893 test-auc:0.816318±0.006079 
[6639]  train-auc:0.870572±0.002891 test-auc:0.816318±0.006077 
[6640]  train-auc:0.870577±0.002893 test-auc:0.816313±0.006083 
[6641]  train-auc:0.870581±0.002895 test-auc:0.816315±0.006082 
[6642]  train-auc:0.870587±0.002892 test-auc:0.816318±0.006082 
[6643]  train-auc:0.870590±0.002891 test-auc:0.816317±0.006081 
[6644]  train-auc:0.870594±0.002892 test-auc:0.816314±0.006082 
[6645]  train-auc:0.870605±0.002892 test-auc:0.816316±0.006093 
[6646]  train-auc:0.870613±0.002894 test-auc:0.816318±0.006090 
[6647]  train-auc:0.870617±0.002896 test-auc:0.816314±0.006090 
[6648]  train-auc:0.870622±0.002898 test-auc:0.816322±0.006094 
[6649]  train-auc:0.870626±0.002896 test-auc:0.816313±0.006098 
[6650]  train-auc:0.870630±0.002893 test-auc:0.816313±0.006100 
[6651]  train-auc:0.870634±0.002894 test-auc:0.816310±0.006101 
[6652]  train-auc:0.870637±0.002893 test-auc:0.816321±0.006104 
[6653]  train-auc:0.870645±0.002892 test-auc:0.816322±0.006105 
[6654]  train-auc:0.870653±0.002886 test-auc:0.816323±0.006099 
[6655]  train-auc:0.870662±0.002883 test-auc:0.816319±0.006104 
[6656]  train-auc:0.870671±0.002879 test-auc:0.816316±0.006101 
[6657]  train-auc:0.870681±0.002870 test-auc:0.816321±0.006108 
[6658]  train-auc:0.870695±0.002862 test-auc:0.816330±0.006128 
[6659]  train-auc:0.870708±0.002856 test-auc:0.816334±0.006121 
[6660]  train-auc:0.870717±0.002850 test-auc:0.816335±0.006119 
[6661]  train-auc:0.870727±0.002850 test-auc:0.816344±0.006120 
[6662]  train-auc:0.870739±0.002843 test-auc:0.816347±0.006123 
[6663]  train-auc:0.870745±0.002842 test-auc:0.816348±0.006122 
[6664]  train-auc:0.870753±0.002834 test-auc:0.816353±0.006132 
[6665]  train-auc:0.870761±0.002834 test-auc:0.816351±0.006120 
[6666]  train-auc:0.870774±0.002838 test-auc:0.816358±0.006105 
[6667]  train-auc:0.870780±0.002839 test-auc:0.816359±0.006122 
[6668]  train-auc:0.870795±0.002834 test-auc:0.816365±0.006121 
[6669]  train-auc:0.870800±0.002836 test-auc:0.816367±0.006119 
[6670]  train-auc:0.870806±0.002838 test-auc:0.816360±0.006122 
[6671]  train-auc:0.870814±0.002838 test-auc:0.816362±0.006117 
[6672]  train-auc:0.870819±0.002839 test-auc:0.816364±0.006116 
[6673]  train-auc:0.870824±0.002839 test-auc:0.816366±0.006123 
[6674]  train-auc:0.870828±0.002839 test-auc:0.816367±0.006130 
[6675]  train-auc:0.870834±0.002840 test-auc:0.816368±0.006121 
[6676]  train-auc:0.870838±0.002843 test-auc:0.816372±0.006126 
[6677]  train-auc:0.870846±0.002838 test-auc:0.816376±0.006130 
[6678]  train-auc:0.870850±0.002837 test-auc:0.816377±0.006131 
[6679]  train-auc:0.870856±0.002838 test-auc:0.816376±0.006138 
[6680]  train-auc:0.870867±0.002834 test-auc:0.816376±0.006145 
[6681]  train-auc:0.870878±0.002827 test-auc:0.816376±0.006150 
[6682]  train-auc:0.870886±0.002827 test-auc:0.816373±0.006146 
[6683]  train-auc:0.870890±0.002824 test-auc:0.816385±0.006146 
[6684]  train-auc:0.870895±0.002823 test-auc:0.816385±0.006148 
[6685]  train-auc:0.870900±0.002826 test-auc:0.816397±0.006149 
[6686]  train-auc:0.870904±0.002823 test-auc:0.816397±0.006141 
[6687]  train-auc:0.870909±0.002825 test-auc:0.816395±0.006149 
[6688]  train-auc:0.870913±0.002825 test-auc:0.816399±0.006152 
[6689]  train-auc:0.870919±0.002826 test-auc:0.816398±0.006150 
[6690]  train-auc:0.870924±0.002826 test-auc:0.816400±0.006147 
[6691]  train-auc:0.870929±0.002827 test-auc:0.816405±0.006147 
[6692]  train-auc:0.870935±0.002826 test-auc:0.816414±0.006144 
[6693]  train-auc:0.870938±0.002827 test-auc:0.816415±0.006141 
[6694]  train-auc:0.870943±0.002825 test-auc:0.816413±0.006143 
[6695]  train-auc:0.870947±0.002824 test-auc:0.816418±0.006140 
[6696]  train-auc:0.870957±0.002822 test-auc:0.816428±0.006131 
[6697]  train-auc:0.870963±0.002824 test-auc:0.816416±0.006138 
[6698]  train-auc:0.870970±0.002824 test-auc:0.816421±0.006143 
[6699]  train-auc:0.870976±0.002827 test-auc:0.816426±0.006146 
[6700]  train-auc:0.870986±0.002828 test-auc:0.816428±0.006145 
[6701]  train-auc:0.870992±0.002829 test-auc:0.816426±0.006142 
[6702]  train-auc:0.870998±0.002828 test-auc:0.816429±0.006130 
[6703]  train-auc:0.871003±0.002828 test-auc:0.816426±0.006133 
[6704]  train-auc:0.871010±0.002827 test-auc:0.816423±0.006132 
[6705]  train-auc:0.871015±0.002826 test-auc:0.816430±0.006129 
[6706]  train-auc:0.871023±0.002825 test-auc:0.816424±0.006130 
[6707]  train-auc:0.871029±0.002827 test-auc:0.816432±0.006122 
[6708]  train-auc:0.871035±0.002829 test-auc:0.816444±0.006115 
[6709]  train-auc:0.871041±0.002830 test-auc:0.816452±0.006106 
[6710]  train-auc:0.871047±0.002829 test-auc:0.816455±0.006108 
[6711]  train-auc:0.871055±0.002828 test-auc:0.816456±0.006098 
[6712]  train-auc:0.871058±0.002826 test-auc:0.816457±0.006101 
[6713]  train-auc:0.871061±0.002825 test-auc:0.816453±0.006111 
[6714]  train-auc:0.871063±0.002824 test-auc:0.816453±0.006108 
[6715]  train-auc:0.871069±0.002827 test-auc:0.816451±0.006106 
[6716]  train-auc:0.871073±0.002827 test-auc:0.816455±0.006101 
[6717]  train-auc:0.871080±0.002827 test-auc:0.816457±0.006098 
[6718]  train-auc:0.871084±0.002828 test-auc:0.816461±0.006096 
[6719]  train-auc:0.871087±0.002827 test-auc:0.816454±0.006102 
[6720]  train-auc:0.871093±0.002828 test-auc:0.816461±0.006102 
[6721]  train-auc:0.871098±0.002829 test-auc:0.816459±0.006102 
[6722]  train-auc:0.871104±0.002823 test-auc:0.816471±0.006116 
[6723]  train-auc:0.871110±0.002824 test-auc:0.816464±0.006118 
[6724]  train-auc:0.871116±0.002823 test-auc:0.816469±0.006121 
[6725]  train-auc:0.871121±0.002823 test-auc:0.816467±0.006119 
[6726]  train-auc:0.871122±0.002824 test-auc:0.816462±0.006122 
[6727]  train-auc:0.871131±0.002818 test-auc:0.816464±0.006121 
[6728]  train-auc:0.871135±0.002818 test-auc:0.816474±0.006131 
[6729]  train-auc:0.871137±0.002818 test-auc:0.816477±0.006128 
[6730]  train-auc:0.871139±0.002821 test-auc:0.816486±0.006124 
[6731]  train-auc:0.871143±0.002823 test-auc:0.816490±0.006122 
[6732]  train-auc:0.871147±0.002822 test-auc:0.816489±0.006118 
[6733]  train-auc:0.871153±0.002821 test-auc:0.816492±0.006124 
[6734]  train-auc:0.871157±0.002822 test-auc:0.816494±0.006125 
[6735]  train-auc:0.871162±0.002824 test-auc:0.816499±0.006128 
[6736]  train-auc:0.871165±0.002823 test-auc:0.816504±0.006124 
[6737]  train-auc:0.871169±0.002827 test-auc:0.816497±0.006126 
[6738]  train-auc:0.871174±0.002827 test-auc:0.816497±0.006123 
[6739]  train-auc:0.871179±0.002825 test-auc:0.816499±0.006129 
[6740]  train-auc:0.871185±0.002825 test-auc:0.816501±0.006130 
[6741]  train-auc:0.871189±0.002828 test-auc:0.816500±0.006131 
[6742]  train-auc:0.871192±0.002829 test-auc:0.816503±0.006132 
[6743]  train-auc:0.871200±0.002828 test-auc:0.816505±0.006134 
[6744]  train-auc:0.871205±0.002825 test-auc:0.816503±0.006136 
[6745]  train-auc:0.871209±0.002825 test-auc:0.816504±0.006131 
[6746]  train-auc:0.871214±0.002826 test-auc:0.816516±0.006123 
[6747]  train-auc:0.871218±0.002825 test-auc:0.816522±0.006125 
[6748]  train-auc:0.871223±0.002826 test-auc:0.816522±0.006132 
[6749]  train-auc:0.871226±0.002827 test-auc:0.816522±0.006128 
[6750]  train-auc:0.871230±0.002829 test-auc:0.816525±0.006121 
[6751]  train-auc:0.871236±0.002829 test-auc:0.816538±0.006118 
[6752]  train-auc:0.871240±0.002831 test-auc:0.816537±0.006111 
[6753]  train-auc:0.871246±0.002830 test-auc:0.816532±0.006114 
[6754]  train-auc:0.871250±0.002830 test-auc:0.816533±0.006109 
[6755]  train-auc:0.871254±0.002830 test-auc:0.816534±0.006109 
[6756]  train-auc:0.871259±0.002832 test-auc:0.816538±0.006118 
[6757]  train-auc:0.871264±0.002832 test-auc:0.816536±0.006119 
[6758]  train-auc:0.871268±0.002833 test-auc:0.816538±0.006127 
[6759]  train-auc:0.871272±0.002831 test-auc:0.816535±0.006130 
[6760]  train-auc:0.871275±0.002830 test-auc:0.816541±0.006130 
[6761]  train-auc:0.871281±0.002829 test-auc:0.816540±0.006127 
[6762]  train-auc:0.871286±0.002830 test-auc:0.816538±0.006115 
[6763]  train-auc:0.871292±0.002829 test-auc:0.816546±0.006124 
[6764]  train-auc:0.871296±0.002832 test-auc:0.816544±0.006122 
[6765]  train-auc:0.871300±0.002832 test-auc:0.816546±0.006121 
[6766]  train-auc:0.871305±0.002833 test-auc:0.816547±0.006120 
[6767]  train-auc:0.871309±0.002832 test-auc:0.816552±0.006119 
[6768]  train-auc:0.871316±0.002832 test-auc:0.816559±0.006121 
[6769]  train-auc:0.871322±0.002831 test-auc:0.816566±0.006126 
[6770]  train-auc:0.871327±0.002832 test-auc:0.816564±0.006127 
[6771]  train-auc:0.871335±0.002833 test-auc:0.816567±0.006117 
[6772]  train-auc:0.871340±0.002832 test-auc:0.816559±0.006122 
[6773]  train-auc:0.871346±0.002832 test-auc:0.816562±0.006125 
[6774]  train-auc:0.871353±0.002828 test-auc:0.816566±0.006125 
[6775]  train-auc:0.871357±0.002828 test-auc:0.816577±0.006124 
[6776]  train-auc:0.871362±0.002827 test-auc:0.816581±0.006121 
[6777]  train-auc:0.871369±0.002828 test-auc:0.816580±0.006121 
[6778]  train-auc:0.871375±0.002828 test-auc:0.816578±0.006124 
[6779]  train-auc:0.871381±0.002827 test-auc:0.816581±0.006112 
[6780]  train-auc:0.871386±0.002829 test-auc:0.816589±0.006115 
[6781]  train-auc:0.871394±0.002832 test-auc:0.816590±0.006105 
[6782]  train-auc:0.871401±0.002827 test-auc:0.816588±0.006099 
[6783]  train-auc:0.871406±0.002828 test-auc:0.816597±0.006101 
[6784]  train-auc:0.871411±0.002828 test-auc:0.816592±0.006105 
[6785]  train-auc:0.871415±0.002828 test-auc:0.816599±0.006099 
[6786]  train-auc:0.871419±0.002828 test-auc:0.816608±0.006104 
[6787]  train-auc:0.871423±0.002829 test-auc:0.816608±0.006103 
[6788]  train-auc:0.871428±0.002830 test-auc:0.816619±0.006098 
[6789]  train-auc:0.871433±0.002831 test-auc:0.816615±0.006098 
[6790]  train-auc:0.871436±0.002830 test-auc:0.816620±0.006105 
[6791]  train-auc:0.871440±0.002831 test-auc:0.816620±0.006103 
[6792]  train-auc:0.871444±0.002832 test-auc:0.816623±0.006104 
[6793]  train-auc:0.871448±0.002832 test-auc:0.816630±0.006095 
[6794]  train-auc:0.871452±0.002834 test-auc:0.816639±0.006095 
[6795]  train-auc:0.871456±0.002834 test-auc:0.816643±0.006089 
[6796]  train-auc:0.871462±0.002832 test-auc:0.816650±0.006087 
[6797]  train-auc:0.871466±0.002831 test-auc:0.816644±0.006088 
[6798]  train-auc:0.871470±0.002832 test-auc:0.816647±0.006081 
[6799]  train-auc:0.871476±0.002832 test-auc:0.816647±0.006076 
[6800]  train-auc:0.871479±0.002829 test-auc:0.816652±0.006079 
[6801]  train-auc:0.871488±0.002829 test-auc:0.816652±0.006079 
[6802]  train-auc:0.871493±0.002824 test-auc:0.816659±0.006079 
[6803]  train-auc:0.871499±0.002826 test-auc:0.816665±0.006086 
[6804]  train-auc:0.871505±0.002828 test-auc:0.816669±0.006084 
[6805]  train-auc:0.871510±0.002827 test-auc:0.816673±0.006077 
[6806]  train-auc:0.871516±0.002830 test-auc:0.816665±0.006082 
[6807]  train-auc:0.871524±0.002835 test-auc:0.816669±0.006076 
[6808]  train-auc:0.871530±0.002833 test-auc:0.816674±0.006074 
[6809]  train-auc:0.871534±0.002834 test-auc:0.816677±0.006075 
[6810]  train-auc:0.871537±0.002834 test-auc:0.816682±0.006075 
[6811]  train-auc:0.871545±0.002834 test-auc:0.816692±0.006070 
[6812]  train-auc:0.871550±0.002833 test-auc:0.816696±0.006066 
[6813]  train-auc:0.871558±0.002836 test-auc:0.816693±0.006075 
[6814]  train-auc:0.871565±0.002834 test-auc:0.816696±0.006065 
[6815]  train-auc:0.871569±0.002834 test-auc:0.816686±0.006071 
[6816]  train-auc:0.871573±0.002832 test-auc:0.816686±0.006074 
[6817]  train-auc:0.871577±0.002826 test-auc:0.816691±0.006081 
[6818]  train-auc:0.871581±0.002827 test-auc:0.816692±0.006075 
[6819]  train-auc:0.871585±0.002826 test-auc:0.816695±0.006080 
[6820]  train-auc:0.871589±0.002825 test-auc:0.816696±0.006073 
[6821]  train-auc:0.871594±0.002822 test-auc:0.816701±0.006079 
[6822]  train-auc:0.871601±0.002819 test-auc:0.816703±0.006083 
[6823]  train-auc:0.871610±0.002818 test-auc:0.816708±0.006085 
[6824]  train-auc:0.871616±0.002814 test-auc:0.816715±0.006084 
[6825]  train-auc:0.871623±0.002810 test-auc:0.816718±0.006079 
[6826]  train-auc:0.871628±0.002813 test-auc:0.816723±0.006082 
[6827]  train-auc:0.871634±0.002812 test-auc:0.816729±0.006093 
[6828]  train-auc:0.871638±0.002813 test-auc:0.816729±0.006088 
[6829]  train-auc:0.871645±0.002808 test-auc:0.816735±0.006090 
[6830]  train-auc:0.871650±0.002805 test-auc:0.816737±0.006102 
[6831]  train-auc:0.871659±0.002801 test-auc:0.816741±0.006092 
[6832]  train-auc:0.871666±0.002800 test-auc:0.816759±0.006103 
[6833]  train-auc:0.871671±0.002798 test-auc:0.816752±0.006092 
[6834]  train-auc:0.871676±0.002796 test-auc:0.816754±0.006096 
[6835]  train-auc:0.871683±0.002794 test-auc:0.816754±0.006100 
[6836]  train-auc:0.871691±0.002792 test-auc:0.816757±0.006096 
[6837]  train-auc:0.871696±0.002794 test-auc:0.816764±0.006087 
[6838]  train-auc:0.871700±0.002795 test-auc:0.816767±0.006092 
[6839]  train-auc:0.871706±0.002792 test-auc:0.816771±0.006100 
[6840]  train-auc:0.871711±0.002792 test-auc:0.816777±0.006092 
[6841]  train-auc:0.871715±0.002789 test-auc:0.816781±0.006097 
[6842]  train-auc:0.871725±0.002787 test-auc:0.816779±0.006103 
[6843]  train-auc:0.871734±0.002788 test-auc:0.816785±0.006108 
[6844]  train-auc:0.871742±0.002784 test-auc:0.816777±0.006104 
[6845]  train-auc:0.871748±0.002781 test-auc:0.816780±0.006097 
[6846]  train-auc:0.871751±0.002782 test-auc:0.816784±0.006100 
[6847]  train-auc:0.871757±0.002780 test-auc:0.816777±0.006100 
[6848]  train-auc:0.871762±0.002779 test-auc:0.816778±0.006103 
[6849]  train-auc:0.871767±0.002780 test-auc:0.816778±0.006103 
[6850]  train-auc:0.871774±0.002781 test-auc:0.816781±0.006101 
[6851]  train-auc:0.871776±0.002780 test-auc:0.816782±0.006097 
[6852]  train-auc:0.871779±0.002779 test-auc:0.816797±0.006090 
[6853]  train-auc:0.871783±0.002778 test-auc:0.816794±0.006100 
[6854]  train-auc:0.871789±0.002777 test-auc:0.816790±0.006091 
[6855]  train-auc:0.871796±0.002774 test-auc:0.816794±0.006096 
[6856]  train-auc:0.871801±0.002771 test-auc:0.816793±0.006093 
[6857]  train-auc:0.871805±0.002770 test-auc:0.816797±0.006096 
[6858]  train-auc:0.871809±0.002771 test-auc:0.816799±0.006092 
[6859]  train-auc:0.871816±0.002769 test-auc:0.816804±0.006092 
[6860]  train-auc:0.871821±0.002768 test-auc:0.816811±0.006096 
[6861]  train-auc:0.871827±0.002766 test-auc:0.816808±0.006094 
[6862]  train-auc:0.871831±0.002766 test-auc:0.816806±0.006097 
[6863]  train-auc:0.871835±0.002767 test-auc:0.816805±0.006097 
[6864]  train-auc:0.871839±0.002767 test-auc:0.816814±0.006098 
[6865]  train-auc:0.871844±0.002764 test-auc:0.816820±0.006098 
[6866]  train-auc:0.871847±0.002764 test-auc:0.816818±0.006099 
[6867]  train-auc:0.871854±0.002760 test-auc:0.816817±0.006101 
[6868]  train-auc:0.871862±0.002761 test-auc:0.816823±0.006097 
[6869]  train-auc:0.871867±0.002757 test-auc:0.816821±0.006098 
[6870]  train-auc:0.871870±0.002756 test-auc:0.816826±0.006093 
[6871]  train-auc:0.871877±0.002755 test-auc:0.816828±0.006101 
[6872]  train-auc:0.871880±0.002755 test-auc:0.816835±0.006103 
[6873]  train-auc:0.871885±0.002753 test-auc:0.816836±0.006098 
[6874]  train-auc:0.871889±0.002753 test-auc:0.816835±0.006100 
[6875]  train-auc:0.871894±0.002751 test-auc:0.816835±0.006095 
[6876]  train-auc:0.871900±0.002752 test-auc:0.816834±0.006093 
[6877]  train-auc:0.871902±0.002752 test-auc:0.816835±0.006097 
[6878]  train-auc:0.871908±0.002752 test-auc:0.816835±0.006105 
[6879]  train-auc:0.871910±0.002754 test-auc:0.816839±0.006108 
[6880]  train-auc:0.871914±0.002756 test-auc:0.816841±0.006102 
[6881]  train-auc:0.871916±0.002756 test-auc:0.816839±0.006106 
[6882]  train-auc:0.871918±0.002757 test-auc:0.816833±0.006104 
[6883]  train-auc:0.871929±0.002757 test-auc:0.816846±0.006093 
[6884]  train-auc:0.871937±0.002753 test-auc:0.816849±0.006103 
[6885]  train-auc:0.871942±0.002752 test-auc:0.816848±0.006108 
[6886]  train-auc:0.871946±0.002751 test-auc:0.816850±0.006109 
[6887]  train-auc:0.871951±0.002751 test-auc:0.816854±0.006112 
[6888]  train-auc:0.871954±0.002750 test-auc:0.816856±0.006111 
[6889]  train-auc:0.871961±0.002751 test-auc:0.816858±0.006111 
[6890]  train-auc:0.871963±0.002752 test-auc:0.816860±0.006119 
[6891]  train-auc:0.871969±0.002753 test-auc:0.816862±0.006126 
[6892]  train-auc:0.871974±0.002752 test-auc:0.816869±0.006114 
[6893]  train-auc:0.871978±0.002751 test-auc:0.816860±0.006120 
[6894]  train-auc:0.871985±0.002750 test-auc:0.816872±0.006114 
[6895]  train-auc:0.871989±0.002749 test-auc:0.816872±0.006118 
[6896]  train-auc:0.871994±0.002744 test-auc:0.816874±0.006117 
[6897]  train-auc:0.871997±0.002745 test-auc:0.816871±0.006122 
[6898]  train-auc:0.872001±0.002747 test-auc:0.816877±0.006118 
[6899]  train-auc:0.872008±0.002744 test-auc:0.816886±0.006125 
[6900]  train-auc:0.872016±0.002734 test-auc:0.816886±0.006124 
[6901]  train-auc:0.872019±0.002737 test-auc:0.816885±0.006119 
[6902]  train-auc:0.872022±0.002736 test-auc:0.816886±0.006114 
[6903]  train-auc:0.872027±0.002736 test-auc:0.816893±0.006118 
[6904]  train-auc:0.872028±0.002736 test-auc:0.816890±0.006118 
[6905]  train-auc:0.872036±0.002736 test-auc:0.816897±0.006123 
[6906]  train-auc:0.872038±0.002737 test-auc:0.816897±0.006114 
[6907]  train-auc:0.872044±0.002736 test-auc:0.816902±0.006111 
[6908]  train-auc:0.872050±0.002734 test-auc:0.816907±0.006117 
[6909]  train-auc:0.872053±0.002733 test-auc:0.816912±0.006114 
[6910]  train-auc:0.872056±0.002733 test-auc:0.816914±0.006104 
[6911]  train-auc:0.872060±0.002732 test-auc:0.816908±0.006104 
[6912]  train-auc:0.872067±0.002728 test-auc:0.816911±0.006099 
[6913]  train-auc:0.872070±0.002728 test-auc:0.816917±0.006092 
[6914]  train-auc:0.872076±0.002728 test-auc:0.816922±0.006092 
[6915]  train-auc:0.872084±0.002727 test-auc:0.816919±0.006099 
[6916]  train-auc:0.872087±0.002725 test-auc:0.816923±0.006101 
[6917]  train-auc:0.872089±0.002729 test-auc:0.816929±0.006100 
[6918]  train-auc:0.872093±0.002729 test-auc:0.816936±0.006099 
[6919]  train-auc:0.872095±0.002730 test-auc:0.816941±0.006098 
[6920]  train-auc:0.872098±0.002729 test-auc:0.816946±0.006097 
[6921]  train-auc:0.872101±0.002730 test-auc:0.816945±0.006097 
[6922]  train-auc:0.872106±0.002734 test-auc:0.816945±0.006098 
[6923]  train-auc:0.872111±0.002733 test-auc:0.816949±0.006093 
[6924]  train-auc:0.872116±0.002732 test-auc:0.816940±0.006094 
[6925]  train-auc:0.872119±0.002732 test-auc:0.816949±0.006104 
[6926]  train-auc:0.872126±0.002730 test-auc:0.816953±0.006099 
[6927]  train-auc:0.872132±0.002727 test-auc:0.816946±0.006092 
[6928]  train-auc:0.872138±0.002729 test-auc:0.816956±0.006085 
[6929]  train-auc:0.872143±0.002727 test-auc:0.816953±0.006091 
[6930]  train-auc:0.872149±0.002724 test-auc:0.816948±0.006089 
[6931]  train-auc:0.872153±0.002721 test-auc:0.816953±0.006086 
[6932]  train-auc:0.872157±0.002723 test-auc:0.816959±0.006084 
[6933]  train-auc:0.872164±0.002723 test-auc:0.816964±0.006078 
[6934]  train-auc:0.872169±0.002724 test-auc:0.816953±0.006082 
[6935]  train-auc:0.872173±0.002723 test-auc:0.816959±0.006091 
[6936]  train-auc:0.872178±0.002723 test-auc:0.816958±0.006089 
[6937]  train-auc:0.872182±0.002723 test-auc:0.816962±0.006091 
[6938]  train-auc:0.872185±0.002722 test-auc:0.816963±0.006093 
[6939]  train-auc:0.872187±0.002721 test-auc:0.816968±0.006085 
[6940]  train-auc:0.872191±0.002716 test-auc:0.816970±0.006092 
[6941]  train-auc:0.872193±0.002715 test-auc:0.816973±0.006093 
[6942]  train-auc:0.872197±0.002718 test-auc:0.816973±0.006095 
[6943]  train-auc:0.872201±0.002715 test-auc:0.816982±0.006096 
[6944]  train-auc:0.872206±0.002712 test-auc:0.816986±0.006096 
[6945]  train-auc:0.872211±0.002715 test-auc:0.816987±0.006101 
[6946]  train-auc:0.872215±0.002713 test-auc:0.816997±0.006100 
[6947]  train-auc:0.872220±0.002715 test-auc:0.816996±0.006097 
[6948]  train-auc:0.872227±0.002716 test-auc:0.816999±0.006101 
[6949]  train-auc:0.872231±0.002713 test-auc:0.816999±0.006105 
[6950]  train-auc:0.872235±0.002712 test-auc:0.816998±0.006107 
[6951]  train-auc:0.872238±0.002713 test-auc:0.816999±0.006102 
[6952]  train-auc:0.872243±0.002709 test-auc:0.817009±0.006092 
[6953]  train-auc:0.872246±0.002709 test-auc:0.817005±0.006102 
[6954]  train-auc:0.872250±0.002706 test-auc:0.817001±0.006109 
[6955]  train-auc:0.872254±0.002704 test-auc:0.817004±0.006110 
[6956]  train-auc:0.872257±0.002705 test-auc:0.816996±0.006114 
[6957]  train-auc:0.872261±0.002705 test-auc:0.816996±0.006114 
[6958]  train-auc:0.872266±0.002705 test-auc:0.816997±0.006115 
[6959]  train-auc:0.872274±0.002705 test-auc:0.817000±0.006123 
[6960]  train-auc:0.872278±0.002704 test-auc:0.817006±0.006125 
[6961]  train-auc:0.872280±0.002703 test-auc:0.817004±0.006131 
[6962]  train-auc:0.872286±0.002700 test-auc:0.817009±0.006130 
[6963]  train-auc:0.872286±0.002700 test-auc:0.817008±0.006128 
[6964]  train-auc:0.872291±0.002699 test-auc:0.817008±0.006125 
[6965]  train-auc:0.872295±0.002696 test-auc:0.817005±0.006128 
[6966]  train-auc:0.872301±0.002693 test-auc:0.817008±0.006135 
[6967]  train-auc:0.872304±0.002692 test-auc:0.817001±0.006138 
[6968]  train-auc:0.872308±0.002689 test-auc:0.817006±0.006135 
[6969]  train-auc:0.872311±0.002688 test-auc:0.817001±0.006135 
[6970]  train-auc:0.872316±0.002687 test-auc:0.817003±0.006136 
[6971]  train-auc:0.872322±0.002686 test-auc:0.817012±0.006144 
[6972]  train-auc:0.872327±0.002684 test-auc:0.817011±0.006146 
[6973]  train-auc:0.872329±0.002686 test-auc:0.817017±0.006147 
[6974]  train-auc:0.872332±0.002685 test-auc:0.817015±0.006150 
[6975]  train-auc:0.872333±0.002685 test-auc:0.817014±0.006150 
[6976]  train-auc:0.872338±0.002685 test-auc:0.817018±0.006151 
[6977]  train-auc:0.872344±0.002685 test-auc:0.817015±0.006155 
[6978]  train-auc:0.872349±0.002680 test-auc:0.817013±0.006150 
[6979]  train-auc:0.872354±0.002677 test-auc:0.817009±0.006154 
[6980]  train-auc:0.872358±0.002674 test-auc:0.817012±0.006159 
[6981]  train-auc:0.872365±0.002667 test-auc:0.817017±0.006168 
[6982]  train-auc:0.872368±0.002664 test-auc:0.817021±0.006166 
[6983]  train-auc:0.872371±0.002660 test-auc:0.817022±0.006170 
[6984]  train-auc:0.872373±0.002660 test-auc:0.817030±0.006166 
[6985]  train-auc:0.872383±0.002660 test-auc:0.817019±0.006168 
[6986]  train-auc:0.872386±0.002662 test-auc:0.817014±0.006165 
[6987]  train-auc:0.872391±0.002659 test-auc:0.817017±0.006169 
[6988]  train-auc:0.872392±0.002661 test-auc:0.817019±0.006171 
[6989]  train-auc:0.872395±0.002658 test-auc:0.817022±0.006179 
[6990]  train-auc:0.872400±0.002656 test-auc:0.817028±0.006175 
[6991]  train-auc:0.872403±0.002656 test-auc:0.817026±0.006171 
[6992]  train-auc:0.872407±0.002655 test-auc:0.817031±0.006173 
[6993]  train-auc:0.872411±0.002654 test-auc:0.817036±0.006175 
[6994]  train-auc:0.872414±0.002653 test-auc:0.817032±0.006178 
[6995]  train-auc:0.872419±0.002650 test-auc:0.817030±0.006176 
[6996]  train-auc:0.872420±0.002649 test-auc:0.817028±0.006167 
[6997]  train-auc:0.872423±0.002646 test-auc:0.817029±0.006176 
[6998]  train-auc:0.872428±0.002642 test-auc:0.817036±0.006178 
[6999]  train-auc:0.872435±0.002642 test-auc:0.817031±0.006175 
[7000]  train-auc:0.872439±0.002641 test-auc:0.817030±0.006172 
[7001]  train-auc:0.872441±0.002639 test-auc:0.817030±0.006167 
[7002]  train-auc:0.872442±0.002639 test-auc:0.817027±0.006166 
[7003]  train-auc:0.872448±0.002638 test-auc:0.817021±0.006162 
[7004]  train-auc:0.872457±0.002637 test-auc:0.817020±0.006159 
[7005]  train-auc:0.872461±0.002634 test-auc:0.817022±0.006158 
[7006]  train-auc:0.872465±0.002632 test-auc:0.817034±0.006167 
[7007]  train-auc:0.872468±0.002630 test-auc:0.817033±0.006173 
[7008]  train-auc:0.872471±0.002628 test-auc:0.817039±0.006175 
[7009]  train-auc:0.872477±0.002627 test-auc:0.817043±0.006181 
[7010]  train-auc:0.872479±0.002626 test-auc:0.817044±0.006182 
[7011]  train-auc:0.872485±0.002626 test-auc:0.817046±0.006182 
[7012]  train-auc:0.872488±0.002627 test-auc:0.817044±0.006182 
[7013]  train-auc:0.872494±0.002627 test-auc:0.817054±0.006178 
[7014]  train-auc:0.872497±0.002624 test-auc:0.817057±0.006180 
[7015]  train-auc:0.872501±0.002622 test-auc:0.817058±0.006177 
[7016]  train-auc:0.872504±0.002620 test-auc:0.817061±0.006179 
[7017]  train-auc:0.872509±0.002619 test-auc:0.817063±0.006179 
[7018]  train-auc:0.872510±0.002618 test-auc:0.817063±0.006176 
[7019]  train-auc:0.872515±0.002619 test-auc:0.817063±0.006171 
[7020]  train-auc:0.872522±0.002622 test-auc:0.817074±0.006176 
[7021]  train-auc:0.872524±0.002621 test-auc:0.817074±0.006172 
[7022]  train-auc:0.872528±0.002619 test-auc:0.817074±0.006171 
[7023]  train-auc:0.872530±0.002618 test-auc:0.817070±0.006164 
[7024]  train-auc:0.872533±0.002615 test-auc:0.817071±0.006161 
[7025]  train-auc:0.872539±0.002618 test-auc:0.817071±0.006150 
[7026]  train-auc:0.872542±0.002617 test-auc:0.817070±0.006153 
[7027]  train-auc:0.872545±0.002615 test-auc:0.817079±0.006149 
[7028]  train-auc:0.872548±0.002614 test-auc:0.817077±0.006140 
[7029]  train-auc:0.872552±0.002612 test-auc:0.817083±0.006151 
[7030]  train-auc:0.872555±0.002610 test-auc:0.817079±0.006152 
[7031]  train-auc:0.872562±0.002611 test-auc:0.817085±0.006144 
[7032]  train-auc:0.872563±0.002610 test-auc:0.817080±0.006143 
[7033]  train-auc:0.872569±0.002608 test-auc:0.817078±0.006146 
[7034]  train-auc:0.872572±0.002610 test-auc:0.817073±0.006147 
[7035]  train-auc:0.872575±0.002610 test-auc:0.817078±0.006151 
[7036]  train-auc:0.872578±0.002607 test-auc:0.817082±0.006156 
[7037]  train-auc:0.872584±0.002604 test-auc:0.817083±0.006156 
[7038]  train-auc:0.872588±0.002602 test-auc:0.817089±0.006156 
[7039]  train-auc:0.872594±0.002601 test-auc:0.817093±0.006157 
[7040]  train-auc:0.872597±0.002601 test-auc:0.817093±0.006150 
[7041]  train-auc:0.872600±0.002600 test-auc:0.817097±0.006156 
[7042]  train-auc:0.872604±0.002596 test-auc:0.817094±0.006161 
[7043]  train-auc:0.872610±0.002594 test-auc:0.817100±0.006158 
[7044]  train-auc:0.872616±0.002588 test-auc:0.817098±0.006165 
[7045]  train-auc:0.872622±0.002586 test-auc:0.817100±0.006168 
[7046]  train-auc:0.872624±0.002585 test-auc:0.817102±0.006163 
[7047]  train-auc:0.872630±0.002579 test-auc:0.817101±0.006169 
[7048]  train-auc:0.872633±0.002580 test-auc:0.817107±0.006168 
[7049]  train-auc:0.872639±0.002579 test-auc:0.817110±0.006161 
[7050]  train-auc:0.872644±0.002576 test-auc:0.817106±0.006159 
[7051]  train-auc:0.872648±0.002577 test-auc:0.817109±0.006161 
[7052]  train-auc:0.872652±0.002576 test-auc:0.817108±0.006161 
[7053]  train-auc:0.872658±0.002573 test-auc:0.817117±0.006151 
[7054]  train-auc:0.872662±0.002570 test-auc:0.817118±0.006156 
[7055]  train-auc:0.872667±0.002569 test-auc:0.817123±0.006155 
[7056]  train-auc:0.872673±0.002568 test-auc:0.817130±0.006158 
[7057]  train-auc:0.872678±0.002565 test-auc:0.817136±0.006155 
[7058]  train-auc:0.872683±0.002562 test-auc:0.817135±0.006152 
[7059]  train-auc:0.872686±0.002559 test-auc:0.817137±0.006151 
[7060]  train-auc:0.872688±0.002558 test-auc:0.817136±0.006152 
[7061]  train-auc:0.872693±0.002554 test-auc:0.817134±0.006155 
[7062]  train-auc:0.872696±0.002551 test-auc:0.817135±0.006147 
[7063]  train-auc:0.872699±0.002549 test-auc:0.817141±0.006156 
[7064]  train-auc:0.872706±0.002546 test-auc:0.817152±0.006147 
[7065]  train-auc:0.872710±0.002545 test-auc:0.817155±0.006146 
[7066]  train-auc:0.872715±0.002540 test-auc:0.817156±0.006138 
[7067]  train-auc:0.872724±0.002534 test-auc:0.817160±0.006139 
[7068]  train-auc:0.872728±0.002533 test-auc:0.817167±0.006140 
[7069]  train-auc:0.872735±0.002531 test-auc:0.817173±0.006136 
[7070]  train-auc:0.872741±0.002526 test-auc:0.817179±0.006138 
[7071]  train-auc:0.872747±0.002524 test-auc:0.817178±0.006137 
[7072]  train-auc:0.872753±0.002520 test-auc:0.817181±0.006138 
[7073]  train-auc:0.872757±0.002518 test-auc:0.817178±0.006128 
[7074]  train-auc:0.872762±0.002518 test-auc:0.817180±0.006121 
[7075]  train-auc:0.872763±0.002516 test-auc:0.817190±0.006125 
[7076]  train-auc:0.872767±0.002516 test-auc:0.817199±0.006119 
[7077]  train-auc:0.872773±0.002516 test-auc:0.817202±0.006116 
[7078]  train-auc:0.872778±0.002516 test-auc:0.817197±0.006111 
[7079]  train-auc:0.872781±0.002515 test-auc:0.817201±0.006116 
[7080]  train-auc:0.872784±0.002514 test-auc:0.817207±0.006119 
[7081]  train-auc:0.872792±0.002510 test-auc:0.817207±0.006112 
[7082]  train-auc:0.872800±0.002512 test-auc:0.817210±0.006116 
[7083]  train-auc:0.872804±0.002510 test-auc:0.817210±0.006108 
[7084]  train-auc:0.872808±0.002508 test-auc:0.817215±0.006118 
[7085]  train-auc:0.872812±0.002506 test-auc:0.817212±0.006114 
[7086]  train-auc:0.872817±0.002504 test-auc:0.817207±0.006115 
[7087]  train-auc:0.872820±0.002503 test-auc:0.817208±0.006122 
[7088]  train-auc:0.872825±0.002501 test-auc:0.817212±0.006122 
[7089]  train-auc:0.872827±0.002502 test-auc:0.817208±0.006119 
[7090]  train-auc:0.872832±0.002500 test-auc:0.817208±0.006124 
[7091]  train-auc:0.872839±0.002499 test-auc:0.817213±0.006133 
[7092]  train-auc:0.872843±0.002499 test-auc:0.817212±0.006137 
[7093]  train-auc:0.872846±0.002499 test-auc:0.817215±0.006140 
[7094]  train-auc:0.872850±0.002500 test-auc:0.817214±0.006136 
[7095]  train-auc:0.872852±0.002499 test-auc:0.817214±0.006137 
[7096]  train-auc:0.872859±0.002497 test-auc:0.817205±0.006140 
[7097]  train-auc:0.872863±0.002496 test-auc:0.817205±0.006135 
[7098]  train-auc:0.872867±0.002494 test-auc:0.817209±0.006137 
[7099]  train-auc:0.872871±0.002494 test-auc:0.817210±0.006138 
[7100]  train-auc:0.872876±0.002497 test-auc:0.817215±0.006144 
[7101]  train-auc:0.872879±0.002497 test-auc:0.817213±0.006145 
[7102]  train-auc:0.872887±0.002497 test-auc:0.817216±0.006140 
[7103]  train-auc:0.872894±0.002493 test-auc:0.817218±0.006140 
[7104]  train-auc:0.872895±0.002493 test-auc:0.817219±0.006138 
[7105]  train-auc:0.872900±0.002489 test-auc:0.817220±0.006140 
[7106]  train-auc:0.872907±0.002487 test-auc:0.817218±0.006128 
[7107]  train-auc:0.872910±0.002487 test-auc:0.817216±0.006132 
[7108]  train-auc:0.872914±0.002490 test-auc:0.817214±0.006134 
[7109]  train-auc:0.872918±0.002487 test-auc:0.817215±0.006129 
[7110]  train-auc:0.872921±0.002486 test-auc:0.817219±0.006129 
[7111]  train-auc:0.872927±0.002483 test-auc:0.817216±0.006144 
[7112]  train-auc:0.872929±0.002483 test-auc:0.817219±0.006138 
[7113]  train-auc:0.872933±0.002481 test-auc:0.817223±0.006132 
[7114]  train-auc:0.872937±0.002481 test-auc:0.817228±0.006125 
[7115]  train-auc:0.872940±0.002481 test-auc:0.817226±0.006127 
[7116]  train-auc:0.872944±0.002479 test-auc:0.817229±0.006127 
[7117]  train-auc:0.872947±0.002478 test-auc:0.817227±0.006126 
[7118]  train-auc:0.872955±0.002472 test-auc:0.817234±0.006140 
[7119]  train-auc:0.872959±0.002472 test-auc:0.817235±0.006141 
[7120]  train-auc:0.872962±0.002472 test-auc:0.817233±0.006141 
[7121]  train-auc:0.872968±0.002471 test-auc:0.817241±0.006152 
[7122]  train-auc:0.872970±0.002467 test-auc:0.817236±0.006152 
[7123]  train-auc:0.872975±0.002465 test-auc:0.817243±0.006146 
[7124]  train-auc:0.872981±0.002465 test-auc:0.817243±0.006142 
[7125]  train-auc:0.872986±0.002467 test-auc:0.817246±0.006141 
[7126]  train-auc:0.872990±0.002466 test-auc:0.817247±0.006139 
[7127]  train-auc:0.872995±0.002465 test-auc:0.817252±0.006151 
[7128]  train-auc:0.872999±0.002465 test-auc:0.817252±0.006146 
[7129]  train-auc:0.873003±0.002465 test-auc:0.817249±0.006140 
[7130]  train-auc:0.873007±0.002468 test-auc:0.817248±0.006137 
[7131]  train-auc:0.873010±0.002468 test-auc:0.817251±0.006139 
[7132]  train-auc:0.873015±0.002467 test-auc:0.817256±0.006151 
[7133]  train-auc:0.873019±0.002466 test-auc:0.817251±0.006148 
[7134]  train-auc:0.873024±0.002464 test-auc:0.817251±0.006147 
[7135]  train-auc:0.873026±0.002465 test-auc:0.817255±0.006148 
[7136]  train-auc:0.873031±0.002464 test-auc:0.817255±0.006145 
[7137]  train-auc:0.873035±0.002464 test-auc:0.817262±0.006152 
[7138]  train-auc:0.873040±0.002466 test-auc:0.817264±0.006155 
[7139]  train-auc:0.873046±0.002466 test-auc:0.817264±0.006157 
[7140]  train-auc:0.873052±0.002464 test-auc:0.817266±0.006157 
[7141]  train-auc:0.873058±0.002467 test-auc:0.817265±0.006164 
[7142]  train-auc:0.873061±0.002468 test-auc:0.817268±0.006161 
[7143]  train-auc:0.873067±0.002468 test-auc:0.817265±0.006166 
[7144]  train-auc:0.873072±0.002469 test-auc:0.817259±0.006162 
[7145]  train-auc:0.873076±0.002468 test-auc:0.817260±0.006152 
[7146]  train-auc:0.873080±0.002467 test-auc:0.817262±0.006159 
[7147]  train-auc:0.873085±0.002467 test-auc:0.817270±0.006163 
[7148]  train-auc:0.873089±0.002467 test-auc:0.817265±0.006162 
[7149]  train-auc:0.873092±0.002471 test-auc:0.817264±0.006160 
[7150]  train-auc:0.873095±0.002469 test-auc:0.817261±0.006156 
[7151]  train-auc:0.873101±0.002469 test-auc:0.817266±0.006156 
[7152]  train-auc:0.873108±0.002468 test-auc:0.817271±0.006159 
[7153]  train-auc:0.873112±0.002467 test-auc:0.817267±0.006159 
[7154]  train-auc:0.873116±0.002465 test-auc:0.817268±0.006161 
[7155]  train-auc:0.873122±0.002464 test-auc:0.817273±0.006161 
[7156]  train-auc:0.873127±0.002464 test-auc:0.817278±0.006163 
[7157]  train-auc:0.873131±0.002462 test-auc:0.817274±0.006161 
[7158]  train-auc:0.873137±0.002463 test-auc:0.817276±0.006157 
[7159]  train-auc:0.873142±0.002462 test-auc:0.817278±0.006152 
[7160]  train-auc:0.873149±0.002460 test-auc:0.817274±0.006155 
[7161]  train-auc:0.873152±0.002462 test-auc:0.817272±0.006157 
[7162]  train-auc:0.873159±0.002459 test-auc:0.817275±0.006159 
[7163]  train-auc:0.873163±0.002457 test-auc:0.817275±0.006160 
[7164]  train-auc:0.873170±0.002456 test-auc:0.817271±0.006159 
[7165]  train-auc:0.873175±0.002453 test-auc:0.817274±0.006157 
[7166]  train-auc:0.873178±0.002457 test-auc:0.817277±0.006148 
[7167]  train-auc:0.873186±0.002454 test-auc:0.817280±0.006140 
[7168]  train-auc:0.873191±0.002455 test-auc:0.817282±0.006146 
[7169]  train-auc:0.873195±0.002455 test-auc:0.817286±0.006144 
[7170]  train-auc:0.873198±0.002454 test-auc:0.817289±0.006143 
[7171]  train-auc:0.873201±0.002453 test-auc:0.817286±0.006134 
[7172]  train-auc:0.873208±0.002455 test-auc:0.817286±0.006137 
[7173]  train-auc:0.873215±0.002459 test-auc:0.817283±0.006126 
[7174]  train-auc:0.873219±0.002458 test-auc:0.817283±0.006125 
[7175]  train-auc:0.873223±0.002458 test-auc:0.817286±0.006119 
[7176]  train-auc:0.873229±0.002454 test-auc:0.817287±0.006119 
[7177]  train-auc:0.873233±0.002458 test-auc:0.817292±0.006117 
[7178]  train-auc:0.873238±0.002456 test-auc:0.817290±0.006113 
[7179]  train-auc:0.873245±0.002456 test-auc:0.817284±0.006106 
[7180]  train-auc:0.873249±0.002453 test-auc:0.817283±0.006114 
[7181]  train-auc:0.873254±0.002453 test-auc:0.817276±0.006107 
[7182]  train-auc:0.873260±0.002454 test-auc:0.817283±0.006113 
[7183]  train-auc:0.873264±0.002455 test-auc:0.817285±0.006109 
[7184]  train-auc:0.873269±0.002454 test-auc:0.817287±0.006108 
[7185]  train-auc:0.873272±0.002454 test-auc:0.817280±0.006108 
[7186]  train-auc:0.873282±0.002452 test-auc:0.817279±0.006107 
[7187]  train-auc:0.873285±0.002454 test-auc:0.817278±0.006107 
[7188]  train-auc:0.873291±0.002457 test-auc:0.817278±0.006109 
[7189]  train-auc:0.873293±0.002456 test-auc:0.817278±0.006114 
[7190]  train-auc:0.873296±0.002456 test-auc:0.817278±0.006116 
[7191]  train-auc:0.873300±0.002459 test-auc:0.817275±0.006115 
[7192]  train-auc:0.873308±0.002457 test-auc:0.817278±0.006110 
[7193]  train-auc:0.873315±0.002464 test-auc:0.817266±0.006112 
[7194]  train-auc:0.873320±0.002464 test-auc:0.817268±0.006107 
[7195]  train-auc:0.873325±0.002462 test-auc:0.817267±0.006107 
[7196]  train-auc:0.873328±0.002462 test-auc:0.817266±0.006106 
[7197]  train-auc:0.873332±0.002465 test-auc:0.817267±0.006110 
[7198]  train-auc:0.873338±0.002466 test-auc:0.817265±0.006113 
[7199]  train-auc:0.873341±0.002469 test-auc:0.817273±0.006116 
[7200]  train-auc:0.873346±0.002468 test-auc:0.817270±0.006118 
[7201]  train-auc:0.873349±0.002469 test-auc:0.817268±0.006120 
[7202]  train-auc:0.873351±0.002469 test-auc:0.817263±0.006110 
[7203]  train-auc:0.873356±0.002468 test-auc:0.817262±0.006121 
[7204]  train-auc:0.873364±0.002472 test-auc:0.817277±0.006124 
[7205]  train-auc:0.873365±0.002473 test-auc:0.817274±0.006123 
[7206]  train-auc:0.873369±0.002469 test-auc:0.817278±0.006124 
[7207]  train-auc:0.873372±0.002469 test-auc:0.817285±0.006132 
[7208]  train-auc:0.873378±0.002472 test-auc:0.817282±0.006132 
[7209]  train-auc:0.873379±0.002472 test-auc:0.817284±0.006132 
[7210]  train-auc:0.873382±0.002474 test-auc:0.817282±0.006129 
[7211]  train-auc:0.873388±0.002472 test-auc:0.817284±0.006135 
[7212]  train-auc:0.873394±0.002473 test-auc:0.817286±0.006142 
[7213]  train-auc:0.873398±0.002475 test-auc:0.817287±0.006143 
[7214]  train-auc:0.873403±0.002474 test-auc:0.817291±0.006142 
[7215]  train-auc:0.873407±0.002474 test-auc:0.817294±0.006138 
[7216]  train-auc:0.873409±0.002473 test-auc:0.817295±0.006133 
[7217]  train-auc:0.873412±0.002470 test-auc:0.817288±0.006135 
[7218]  train-auc:0.873418±0.002472 test-auc:0.817294±0.006138 
[7219]  train-auc:0.873422±0.002470 test-auc:0.817292±0.006130 
[7220]  train-auc:0.873428±0.002472 test-auc:0.817296±0.006131 
[7221]  train-auc:0.873433±0.002471 test-auc:0.817289±0.006132 
[7222]  train-auc:0.873436±0.002471 test-auc:0.817291±0.006131 
[7223]  train-auc:0.873441±0.002472 test-auc:0.817294±0.006133 
[7224]  train-auc:0.873444±0.002474 test-auc:0.817291±0.006129 
[7225]  train-auc:0.873450±0.002473 test-auc:0.817292±0.006126 
[7226]  train-auc:0.873455±0.002473 test-auc:0.817283±0.006119 
[7227]  train-auc:0.873458±0.002473 test-auc:0.817284±0.006118 
[7228]  train-auc:0.873462±0.002472 test-auc:0.817287±0.006125 
[7229]  train-auc:0.873469±0.002471 test-auc:0.817289±0.006120 
[7230]  train-auc:0.873473±0.002470 test-auc:0.817291±0.006121 
[7231]  train-auc:0.873481±0.002469 test-auc:0.817295±0.006122 
[7232]  train-auc:0.873484±0.002467 test-auc:0.817295±0.006113 
[7233]  train-auc:0.873491±0.002462 test-auc:0.817296±0.006122 
[7234]  train-auc:0.873499±0.002462 test-auc:0.817287±0.006131 
[7235]  train-auc:0.873502±0.002461 test-auc:0.817284±0.006133 
[7236]  train-auc:0.873509±0.002460 test-auc:0.817280±0.006130 
[7237]  train-auc:0.873512±0.002460 test-auc:0.817280±0.006129 
[7238]  train-auc:0.873517±0.002460 test-auc:0.817292±0.006117 
[7239]  train-auc:0.873522±0.002464 test-auc:0.817293±0.006122 
[7240]  train-auc:0.873526±0.002463 test-auc:0.817290±0.006111 
[7241]  train-auc:0.873532±0.002466 test-auc:0.817284±0.006113 
[7242]  train-auc:0.873542±0.002465 test-auc:0.817287±0.006114 
[7243]  train-auc:0.873547±0.002461 test-auc:0.817288±0.006121 
[7244]  train-auc:0.873552±0.002460 test-auc:0.817289±0.006120 
[7245]  train-auc:0.873557±0.002460 test-auc:0.817287±0.006117 
[7246]  train-auc:0.873562±0.002462 test-auc:0.817292±0.006117 
[7247]  train-auc:0.873565±0.002461 test-auc:0.817291±0.006117 
[7248]  train-auc:0.873568±0.002462 test-auc:0.817292±0.006127 
[7249]  train-auc:0.873574±0.002460 test-auc:0.817299±0.006122 
[7250]  train-auc:0.873580±0.002463 test-auc:0.817288±0.006119 
[7251]  train-auc:0.873584±0.002463 test-auc:0.817290±0.006121 
[7252]  train-auc:0.873588±0.002464 test-auc:0.817296±0.006115 
[7253]  train-auc:0.873594±0.002464 test-auc:0.817292±0.006115 
[7254]  train-auc:0.873599±0.002463 test-auc:0.817290±0.006119 
[7255]  train-auc:0.873602±0.002463 test-auc:0.817292±0.006121 
[7256]  train-auc:0.873605±0.002462 test-auc:0.817301±0.006127 
[7257]  train-auc:0.873610±0.002463 test-auc:0.817300±0.006128 
[7258]  train-auc:0.873615±0.002460 test-auc:0.817299±0.006130 
[7259]  train-auc:0.873619±0.002461 test-auc:0.817297±0.006121 
[7260]  train-auc:0.873621±0.002461 test-auc:0.817300±0.006122 
[7261]  train-auc:0.873623±0.002460 test-auc:0.817294±0.006121 
[7262]  train-auc:0.873627±0.002460 test-auc:0.817291±0.006122 
[7263]  train-auc:0.873631±0.002460 test-auc:0.817290±0.006119 
[7264]  train-auc:0.873636±0.002456 test-auc:0.817291±0.006119 
[7265]  train-auc:0.873639±0.002456 test-auc:0.817287±0.006112 
[7266]  train-auc:0.873643±0.002454 test-auc:0.817289±0.006114 
[7267]  train-auc:0.873650±0.002452 test-auc:0.817295±0.006109 
[7268]  train-auc:0.873655±0.002451 test-auc:0.817296±0.006104 
[7269]  train-auc:0.873659±0.002449 test-auc:0.817292±0.006110 
[7270]  train-auc:0.873665±0.002446 test-auc:0.817296±0.006112 
[7271]  train-auc:0.873668±0.002445 test-auc:0.817283±0.006112 
[7272]  train-auc:0.873669±0.002445 test-auc:0.817283±0.006115 
[7273]  train-auc:0.873674±0.002444 test-auc:0.817280±0.006115 
[7274]  train-auc:0.873678±0.002444 test-auc:0.817282±0.006116 
[7275]  train-auc:0.873685±0.002440 test-auc:0.817285±0.006113 
[7276]  train-auc:0.873688±0.002439 test-auc:0.817290±0.006118 
[7277]  train-auc:0.873695±0.002435 test-auc:0.817296±0.006117 
[7278]  train-auc:0.873698±0.002433 test-auc:0.817301±0.006128 
[7279]  train-auc:0.873699±0.002433 test-auc:0.817304±0.006134 
[7280]  train-auc:0.873704±0.002432 test-auc:0.817302±0.006127 
[7281]  train-auc:0.873710±0.002435 test-auc:0.817298±0.006120 
[7282]  train-auc:0.873715±0.002432 test-auc:0.817294±0.006119 
[7283]  train-auc:0.873721±0.002429 test-auc:0.817292±0.006124 
[7284]  train-auc:0.873725±0.002426 test-auc:0.817297±0.006126 
[7285]  train-auc:0.873732±0.002425 test-auc:0.817292±0.006132 
[7286]  train-auc:0.873734±0.002423 test-auc:0.817287±0.006134 
[7287]  train-auc:0.873737±0.002423 test-auc:0.817282±0.006137 
[7288]  train-auc:0.873743±0.002419 test-auc:0.817283±0.006132 
[7289]  train-auc:0.873749±0.002417 test-auc:0.817289±0.006127 
[7290]  train-auc:0.873753±0.002415 test-auc:0.817286±0.006124 
[7291]  train-auc:0.873761±0.002418 test-auc:0.817286±0.006123 
[7292]  train-auc:0.873766±0.002417 test-auc:0.817281±0.006117 
[7293]  train-auc:0.873770±0.002413 test-auc:0.817277±0.006111 
[7294]  train-auc:0.873775±0.002414 test-auc:0.817283±0.006118 
[7295]  train-auc:0.873779±0.002413 test-auc:0.817281±0.006116 
[7296]  train-auc:0.873785±0.002415 test-auc:0.817287±0.006127 
[7297]  train-auc:0.873789±0.002415 test-auc:0.817291±0.006131 
[7298]  train-auc:0.873791±0.002415 test-auc:0.817280±0.006117 
[7299]  train-auc:0.873795±0.002413 test-auc:0.817278±0.006111 
[7300]  train-auc:0.873802±0.002409 test-auc:0.817279±0.006108 
[7301]  train-auc:0.873807±0.002409 test-auc:0.817279±0.006112 
[7302]  train-auc:0.873811±0.002409 test-auc:0.817277±0.006107 
[7303]  train-auc:0.873815±0.002410 test-auc:0.817276±0.006108 
[7304]  train-auc:0.873820±0.002408 test-auc:0.817279±0.006108 
[7305]  train-auc:0.873823±0.002407 test-auc:0.817289±0.006106 
[7306]  train-auc:0.873826±0.002407 test-auc:0.817285±0.006104 
[7307]  train-auc:0.873831±0.002403 test-auc:0.817290±0.006113 
[7308]  train-auc:0.873834±0.002403 test-auc:0.817292±0.006113 
[7309]  train-auc:0.873839±0.002402 test-auc:0.817288±0.006108 
[7310]  train-auc:0.873842±0.002402 test-auc:0.817286±0.006111 
[7311]  train-auc:0.873844±0.002400 test-auc:0.817286±0.006117 
[7312]  train-auc:0.873849±0.002398 test-auc:0.817285±0.006124 
[7313]  train-auc:0.873855±0.002397 test-auc:0.817287±0.006122 
[7314]  train-auc:0.873858±0.002396 test-auc:0.817283±0.006123 
[7315]  train-auc:0.873863±0.002394 test-auc:0.817284±0.006136 
[7316]  train-auc:0.873869±0.002394 test-auc:0.817290±0.006130 
[7317]  train-auc:0.873876±0.002387 test-auc:0.817290±0.006132 
[7318]  train-auc:0.873883±0.002386 test-auc:0.817296±0.006131 
[7319]  train-auc:0.873887±0.002386 test-auc:0.817297±0.006134 
[7320]  train-auc:0.873894±0.002385 test-auc:0.817298±0.006134 
[7321]  train-auc:0.873895±0.002385 test-auc:0.817302±0.006139 
[7322]  train-auc:0.873901±0.002384 test-auc:0.817301±0.006145 
[7323]  train-auc:0.873906±0.002385 test-auc:0.817307±0.006147 
[7324]  train-auc:0.873910±0.002383 test-auc:0.817308±0.006142 
[7325]  train-auc:0.873917±0.002388 test-auc:0.817309±0.006142 
[7326]  train-auc:0.873922±0.002391 test-auc:0.817318±0.006142 
[7327]  train-auc:0.873925±0.002389 test-auc:0.817318±0.006143 
[7328]  train-auc:0.873930±0.002388 test-auc:0.817307±0.006142 
[7329]  train-auc:0.873934±0.002391 test-auc:0.817308±0.006137 
[7330]  train-auc:0.873937±0.002391 test-auc:0.817303±0.006133 
[7331]  train-auc:0.873943±0.002391 test-auc:0.817298±0.006128 
[7332]  train-auc:0.873950±0.002396 test-auc:0.817300±0.006129 
[7333]  train-auc:0.873955±0.002394 test-auc:0.817301±0.006133 
[7334]  train-auc:0.873963±0.002397 test-auc:0.817311±0.006130 
[7335]  train-auc:0.873968±0.002396 test-auc:0.817308±0.006130 
[7336]  train-auc:0.873972±0.002395 test-auc:0.817305±0.006129 
[7337]  train-auc:0.873977±0.002398 test-auc:0.817308±0.006122 
[7338]  train-auc:0.873982±0.002400 test-auc:0.817306±0.006120 
[7339]  train-auc:0.873990±0.002400 test-auc:0.817316±0.006122 
[7340]  train-auc:0.873993±0.002400 test-auc:0.817321±0.006127 
[7341]  train-auc:0.873997±0.002400 test-auc:0.817322±0.006129 
[7342]  train-auc:0.874001±0.002399 test-auc:0.817324±0.006127 
[7343]  train-auc:0.874006±0.002399 test-auc:0.817320±0.006125 
[7344]  train-auc:0.874012±0.002399 test-auc:0.817324±0.006121 
[7345]  train-auc:0.874019±0.002401 test-auc:0.817323±0.006126 
[7346]  train-auc:0.874022±0.002398 test-auc:0.817328±0.006131 
[7347]  train-auc:0.874026±0.002400 test-auc:0.817327±0.006127 
[7348]  train-auc:0.874031±0.002404 test-auc:0.817328±0.006138 
[7349]  train-auc:0.874037±0.002404 test-auc:0.817319±0.006130 
[7350]  train-auc:0.874041±0.002403 test-auc:0.817325±0.006134 
[7351]  train-auc:0.874044±0.002402 test-auc:0.817323±0.006130 
[7352]  train-auc:0.874051±0.002405 test-auc:0.817324±0.006135 
[7353]  train-auc:0.874056±0.002406 test-auc:0.817325±0.006137 
[7354]  train-auc:0.874060±0.002404 test-auc:0.817328±0.006142 
[7355]  train-auc:0.874063±0.002403 test-auc:0.817327±0.006139 
[7356]  train-auc:0.874071±0.002405 test-auc:0.817331±0.006136 
[7357]  train-auc:0.874074±0.002405 test-auc:0.817333±0.006137 
[7358]  train-auc:0.874080±0.002407 test-auc:0.817336±0.006125 
[7359]  train-auc:0.874085±0.002405 test-auc:0.817329±0.006120 
[7360]  train-auc:0.874089±0.002405 test-auc:0.817335±0.006125 
[7361]  train-auc:0.874091±0.002403 test-auc:0.817336±0.006120 
[7362]  train-auc:0.874096±0.002402 test-auc:0.817335±0.006128 
[7363]  train-auc:0.874101±0.002398 test-auc:0.817331±0.006129 
[7364]  train-auc:0.874106±0.002398 test-auc:0.817332±0.006128 
[7365]  train-auc:0.874109±0.002399 test-auc:0.817334±0.006132 
[7366]  train-auc:0.874112±0.002400 test-auc:0.817338±0.006137 
[7367]  train-auc:0.874117±0.002398 test-auc:0.817338±0.006141 
[7368]  train-auc:0.874122±0.002399 test-auc:0.817343±0.006135 
[7369]  train-auc:0.874125±0.002399 test-auc:0.817346±0.006134 
[7370]  train-auc:0.874129±0.002399 test-auc:0.817347±0.006134 
[7371]  train-auc:0.874132±0.002401 test-auc:0.817348±0.006133 
[7372]  train-auc:0.874137±0.002402 test-auc:0.817352±0.006128 
[7373]  train-auc:0.874142±0.002404 test-auc:0.817354±0.006126 
[7374]  train-auc:0.874147±0.002403 test-auc:0.817359±0.006122 
[7375]  train-auc:0.874149±0.002405 test-auc:0.817354±0.006117 
[7376]  train-auc:0.874153±0.002406 test-auc:0.817356±0.006123 
[7377]  train-auc:0.874162±0.002405 test-auc:0.817355±0.006128 
[7378]  train-auc:0.874165±0.002402 test-auc:0.817354±0.006122 
[7379]  train-auc:0.874173±0.002404 test-auc:0.817366±0.006117 
[7380]  train-auc:0.874179±0.002406 test-auc:0.817356±0.006113 
[7381]  train-auc:0.874186±0.002404 test-auc:0.817360±0.006115 
[7382]  train-auc:0.874193±0.002403 test-auc:0.817370±0.006115 
[7383]  train-auc:0.874200±0.002403 test-auc:0.817364±0.006116 
[7384]  train-auc:0.874208±0.002404 test-auc:0.817362±0.006116 
[7385]  train-auc:0.874211±0.002406 test-auc:0.817364±0.006108 
[7386]  train-auc:0.874218±0.002404 test-auc:0.817363±0.006096 
[7387]  train-auc:0.874221±0.002405 test-auc:0.817365±0.006097 
[7388]  train-auc:0.874225±0.002407 test-auc:0.817367±0.006097 
[7389]  train-auc:0.874230±0.002409 test-auc:0.817370±0.006098 
[7390]  train-auc:0.874237±0.002409 test-auc:0.817369±0.006101 
[7391]  train-auc:0.874241±0.002411 test-auc:0.817364±0.006104 
[7392]  train-auc:0.874247±0.002408 test-auc:0.817363±0.006095 
[7393]  train-auc:0.874251±0.002411 test-auc:0.817366±0.006095 
[7394]  train-auc:0.874257±0.002413 test-auc:0.817365±0.006097 
[7395]  train-auc:0.874261±0.002414 test-auc:0.817370±0.006091 
[7396]  train-auc:0.874264±0.002415 test-auc:0.817376±0.006098 
[7397]  train-auc:0.874270±0.002416 test-auc:0.817374±0.006099 
[7398]  train-auc:0.874275±0.002420 test-auc:0.817376±0.006102 
[7399]  train-auc:0.874281±0.002419 test-auc:0.817383±0.006104 
[7400]  train-auc:0.874284±0.002420 test-auc:0.817385±0.006105 
[7401]  train-auc:0.874288±0.002418 test-auc:0.817388±0.006102 
[7402]  train-auc:0.874291±0.002418 test-auc:0.817385±0.006103 
[7403]  train-auc:0.874296±0.002418 test-auc:0.817394±0.006102 
[7404]  train-auc:0.874304±0.002415 test-auc:0.817395±0.006103 
[7405]  train-auc:0.874309±0.002415 test-auc:0.817385±0.006109 
[7406]  train-auc:0.874314±0.002416 test-auc:0.817389±0.006108 
[7407]  train-auc:0.874319±0.002417 test-auc:0.817394±0.006106 
[7408]  train-auc:0.874321±0.002419 test-auc:0.817394±0.006112 
[7409]  train-auc:0.874325±0.002421 test-auc:0.817390±0.006113 
[7410]  train-auc:0.874330±0.002425 test-auc:0.817389±0.006114 
[7411]  train-auc:0.874335±0.002426 test-auc:0.817392±0.006115 
[7412]  train-auc:0.874337±0.002426 test-auc:0.817398±0.006101 
[7413]  train-auc:0.874345±0.002427 test-auc:0.817392±0.006097 
[7414]  train-auc:0.874350±0.002429 test-auc:0.817390±0.006096 
[7415]  train-auc:0.874355±0.002431 test-auc:0.817387±0.006100 
[7416]  train-auc:0.874359±0.002430 test-auc:0.817387±0.006101 
[7417]  train-auc:0.874367±0.002432 test-auc:0.817392±0.006105 
[7418]  train-auc:0.874372±0.002433 test-auc:0.817386±0.006087 
[7419]  train-auc:0.874376±0.002434 test-auc:0.817387±0.006086 
[7420]  train-auc:0.874384±0.002434 test-auc:0.817390±0.006090 
[7421]  train-auc:0.874389±0.002434 test-auc:0.817389±0.006091 
[7422]  train-auc:0.874391±0.002435 test-auc:0.817396±0.006087 
[7423]  train-auc:0.874396±0.002434 test-auc:0.817402±0.006091 
[7424]  train-auc:0.874401±0.002433 test-auc:0.817410±0.006093 
[7425]  train-auc:0.874405±0.002432 test-auc:0.817415±0.006087 
[7426]  train-auc:0.874409±0.002431 test-auc:0.817414±0.006092 
[7427]  train-auc:0.874411±0.002433 test-auc:0.817416±0.006092 
[7428]  train-auc:0.874417±0.002434 test-auc:0.817416±0.006105 
[7429]  train-auc:0.874422±0.002436 test-auc:0.817416±0.006106 
[7430]  train-auc:0.874425±0.002435 test-auc:0.817420±0.006110 
[7431]  train-auc:0.874430±0.002430 test-auc:0.817418±0.006117 
[7432]  train-auc:0.874438±0.002430 test-auc:0.817416±0.006125 
[7433]  train-auc:0.874444±0.002429 test-auc:0.817419±0.006123 
[7434]  train-auc:0.874451±0.002430 test-auc:0.817418±0.006116 
[7435]  train-auc:0.874455±0.002429 test-auc:0.817421±0.006116 
[7436]  train-auc:0.874460±0.002425 test-auc:0.817422±0.006105 
[7437]  train-auc:0.874463±0.002424 test-auc:0.817425±0.006109 
[7438]  train-auc:0.874468±0.002420 test-auc:0.817429±0.006099 
[7439]  train-auc:0.874473±0.002421 test-auc:0.817419±0.006108 
[7440]  train-auc:0.874479±0.002422 test-auc:0.817423±0.006111 
[7441]  train-auc:0.874485±0.002422 test-auc:0.817429±0.006104 
[7442]  train-auc:0.874486±0.002421 test-auc:0.817427±0.006108 
[7443]  train-auc:0.874490±0.002420 test-auc:0.817428±0.006113 
[7444]  train-auc:0.874492±0.002421 test-auc:0.817434±0.006112 
[7445]  train-auc:0.874497±0.002420 test-auc:0.817431±0.006116 
[7446]  train-auc:0.874500±0.002418 test-auc:0.817425±0.006114 
[7447]  train-auc:0.874505±0.002420 test-auc:0.817432±0.006119 
[7448]  train-auc:0.874509±0.002418 test-auc:0.817438±0.006127 
[7449]  train-auc:0.874515±0.002413 test-auc:0.817442±0.006129 
[7450]  train-auc:0.874519±0.002412 test-auc:0.817440±0.006134 
[7451]  train-auc:0.874523±0.002411 test-auc:0.817443±0.006131 
[7452]  train-auc:0.874528±0.002411 test-auc:0.817440±0.006130 
[7453]  train-auc:0.874531±0.002412 test-auc:0.817447±0.006132 
[7454]  train-auc:0.874536±0.002412 test-auc:0.817447±0.006128 
[7455]  train-auc:0.874544±0.002410 test-auc:0.817446±0.006123 
[7456]  train-auc:0.874550±0.002412 test-auc:0.817455±0.006118 
[7457]  train-auc:0.874554±0.002415 test-auc:0.817457±0.006113 
[7458]  train-auc:0.874559±0.002412 test-auc:0.817465±0.006110 
[7459]  train-auc:0.874566±0.002407 test-auc:0.817466±0.006113 
[7460]  train-auc:0.874571±0.002404 test-auc:0.817469±0.006112 
[7461]  train-auc:0.874575±0.002402 test-auc:0.817471±0.006109 
[7462]  train-auc:0.874578±0.002404 test-auc:0.817473±0.006112 
[7463]  train-auc:0.874581±0.002405 test-auc:0.817472±0.006124 
[7464]  train-auc:0.874585±0.002406 test-auc:0.817483±0.006124 
[7465]  train-auc:0.874589±0.002404 test-auc:0.817483±0.006125 
[7466]  train-auc:0.874592±0.002404 test-auc:0.817483±0.006127 
[7467]  train-auc:0.874596±0.002405 test-auc:0.817484±0.006128 
[7468]  train-auc:0.874599±0.002404 test-auc:0.817486±0.006127 
[7469]  train-auc:0.874604±0.002404 test-auc:0.817488±0.006123 
[7470]  train-auc:0.874611±0.002401 test-auc:0.817489±0.006121 
[7471]  train-auc:0.874614±0.002402 test-auc:0.817497±0.006115 
[7472]  train-auc:0.874618±0.002403 test-auc:0.817490±0.006114 
[7473]  train-auc:0.874626±0.002404 test-auc:0.817495±0.006112 
[7474]  train-auc:0.874632±0.002404 test-auc:0.817493±0.006119 
[7475]  train-auc:0.874636±0.002406 test-auc:0.817490±0.006120 
[7476]  train-auc:0.874640±0.002407 test-auc:0.817488±0.006113 
[7477]  train-auc:0.874646±0.002409 test-auc:0.817485±0.006115 
[7478]  train-auc:0.874650±0.002409 test-auc:0.817491±0.006111 
[7479]  train-auc:0.874653±0.002407 test-auc:0.817487±0.006103 
[7480]  train-auc:0.874658±0.002407 test-auc:0.817496±0.006108 
[7481]  train-auc:0.874663±0.002409 test-auc:0.817500±0.006095 
[7482]  train-auc:0.874667±0.002409 test-auc:0.817501±0.006097 
[7483]  train-auc:0.874671±0.002408 test-auc:0.817500±0.006093 
[7484]  train-auc:0.874674±0.002405 test-auc:0.817502±0.006095 
[7485]  train-auc:0.874680±0.002404 test-auc:0.817506±0.006097 
[7486]  train-auc:0.874684±0.002404 test-auc:0.817513±0.006088 
[7487]  train-auc:0.874687±0.002403 test-auc:0.817510±0.006088 
[7488]  train-auc:0.874690±0.002402 test-auc:0.817509±0.006086 
[7489]  train-auc:0.874694±0.002402 test-auc:0.817511±0.006087 
[7490]  train-auc:0.874699±0.002401 test-auc:0.817511±0.006091 
[7491]  train-auc:0.874702±0.002396 test-auc:0.817510±0.006093 
[7492]  train-auc:0.874705±0.002398 test-auc:0.817511±0.006097 
[7493]  train-auc:0.874708±0.002396 test-auc:0.817510±0.006089 
[7494]  train-auc:0.874713±0.002397 test-auc:0.817511±0.006081 
[7495]  train-auc:0.874717±0.002395 test-auc:0.817512±0.006080 
[7496]  train-auc:0.874720±0.002393 test-auc:0.817512±0.006071 
[7497]  train-auc:0.874725±0.002393 test-auc:0.817509±0.006069 
[7498]  train-auc:0.874728±0.002392 test-auc:0.817507±0.006076 
[7499]  train-auc:0.874732±0.002392 test-auc:0.817515±0.006067 
[7500]  train-auc:0.874734±0.002391 test-auc:0.817520±0.006067 
[7501]  train-auc:0.874739±0.002393 test-auc:0.817519±0.006070 
[7502]  train-auc:0.874742±0.002391 test-auc:0.817520±0.006060 
[7503]  train-auc:0.874744±0.002391 test-auc:0.817522±0.006063 
[7504]  train-auc:0.874747±0.002389 test-auc:0.817524±0.006058 
[7505]  train-auc:0.874749±0.002387 test-auc:0.817525±0.006061 
[7506]  train-auc:0.874754±0.002387 test-auc:0.817530±0.006061 
[7507]  train-auc:0.874757±0.002385 test-auc:0.817536±0.006061 
[7508]  train-auc:0.874764±0.002382 test-auc:0.817540±0.006062 
[7509]  train-auc:0.874768±0.002382 test-auc:0.817540±0.006058 
[7510]  train-auc:0.874774±0.002382 test-auc:0.817542±0.006058 
[7511]  train-auc:0.874776±0.002381 test-auc:0.817542±0.006058 
[7512]  train-auc:0.874778±0.002380 test-auc:0.817537±0.006054 
[7513]  train-auc:0.874786±0.002381 test-auc:0.817539±0.006052 
[7514]  train-auc:0.874794±0.002383 test-auc:0.817551±0.006061 
[7515]  train-auc:0.874798±0.002382 test-auc:0.817557±0.006059 
[7516]  train-auc:0.874804±0.002380 test-auc:0.817561±0.006067 
[7517]  train-auc:0.874811±0.002381 test-auc:0.817558±0.006060 
[7518]  train-auc:0.874819±0.002378 test-auc:0.817555±0.006060 
[7519]  train-auc:0.874823±0.002377 test-auc:0.817561±0.006061 
[7520]  train-auc:0.874828±0.002379 test-auc:0.817562±0.006059 
[7521]  train-auc:0.874837±0.002377 test-auc:0.817562±0.006060 
[7522]  train-auc:0.874840±0.002375 test-auc:0.817565±0.006052 
[7523]  train-auc:0.874848±0.002375 test-auc:0.817569±0.006054 
[7524]  train-auc:0.874852±0.002375 test-auc:0.817569±0.006048 
[7525]  train-auc:0.874857±0.002372 test-auc:0.817568±0.006056 
[7526]  train-auc:0.874863±0.002372 test-auc:0.817571±0.006050 
[7527]  train-auc:0.874868±0.002370 test-auc:0.817573±0.006054 
[7528]  train-auc:0.874877±0.002369 test-auc:0.817575±0.006046 
[7529]  train-auc:0.874884±0.002368 test-auc:0.817575±0.006045 
[7530]  train-auc:0.874888±0.002366 test-auc:0.817580±0.006045 
[7531]  train-auc:0.874894±0.002367 test-auc:0.817574±0.006051 
[7532]  train-auc:0.874901±0.002365 test-auc:0.817567±0.006047 
[7533]  train-auc:0.874909±0.002365 test-auc:0.817571±0.006041 
[7534]  train-auc:0.874914±0.002366 test-auc:0.817569±0.006040 
[7535]  train-auc:0.874919±0.002369 test-auc:0.817567±0.006041 
[7536]  train-auc:0.874926±0.002369 test-auc:0.817581±0.006036 
[7537]  train-auc:0.874933±0.002369 test-auc:0.817575±0.006033 
[7538]  train-auc:0.874940±0.002370 test-auc:0.817581±0.006027 
[7539]  train-auc:0.874950±0.002367 test-auc:0.817591±0.006032 
[7540]  train-auc:0.874955±0.002366 test-auc:0.817590±0.006035 
[7541]  train-auc:0.874962±0.002364 test-auc:0.817594±0.006040 
[7542]  train-auc:0.874968±0.002363 test-auc:0.817592±0.006038 
[7543]  train-auc:0.874976±0.002362 test-auc:0.817592±0.006040 
[7544]  train-auc:0.874981±0.002361 test-auc:0.817592±0.006028 
[7545]  train-auc:0.874987±0.002360 test-auc:0.817594±0.006024 
[7546]  train-auc:0.874997±0.002358 test-auc:0.817596±0.006027 
[7547]  train-auc:0.875004±0.002358 test-auc:0.817590±0.006036 
[7548]  train-auc:0.875007±0.002356 test-auc:0.817593±0.006035 
[7549]  train-auc:0.875013±0.002354 test-auc:0.817602±0.006045 
[7550]  train-auc:0.875020±0.002355 test-auc:0.817608±0.006039 
[7551]  train-auc:0.875024±0.002354 test-auc:0.817606±0.006040 
[7552]  train-auc:0.875032±0.002351 test-auc:0.817605±0.006044 
[7553]  train-auc:0.875037±0.002350 test-auc:0.817600±0.006041 
[7554]  train-auc:0.875044±0.002349 test-auc:0.817608±0.006043 
[7555]  train-auc:0.875050±0.002347 test-auc:0.817613±0.006044 
[7556]  train-auc:0.875055±0.002349 test-auc:0.817617±0.006041 
[7557]  train-auc:0.875062±0.002347 test-auc:0.817617±0.006043 
[7558]  train-auc:0.875070±0.002347 test-auc:0.817619±0.006048 
[7559]  train-auc:0.875073±0.002346 test-auc:0.817614±0.006050 
[7560]  train-auc:0.875077±0.002345 test-auc:0.817618±0.006047 
[7561]  train-auc:0.875083±0.002346 test-auc:0.817621±0.006055 
[7562]  train-auc:0.875088±0.002346 test-auc:0.817626±0.006058 
[7563]  train-auc:0.875094±0.002344 test-auc:0.817624±0.006062 
[7564]  train-auc:0.875101±0.002345 test-auc:0.817616±0.006059 
[7565]  train-auc:0.875108±0.002344 test-auc:0.817623±0.006057 
[7566]  train-auc:0.875113±0.002346 test-auc:0.817618±0.006051 
[7567]  train-auc:0.875118±0.002345 test-auc:0.817615±0.006052 
[7568]  train-auc:0.875120±0.002344 test-auc:0.817620±0.006053 
[7569]  train-auc:0.875128±0.002345 test-auc:0.817618±0.006058 
[7570]  train-auc:0.875136±0.002347 test-auc:0.817617±0.006061 
[7571]  train-auc:0.875145±0.002347 test-auc:0.817621±0.006070 
[7572]  train-auc:0.875151±0.002345 test-auc:0.817625±0.006070 
[7573]  train-auc:0.875155±0.002348 test-auc:0.817625±0.006070 
[7574]  train-auc:0.875159±0.002348 test-auc:0.817621±0.006067 
[7575]  train-auc:0.875166±0.002350 test-auc:0.817629±0.006064 
[7576]  train-auc:0.875174±0.002351 test-auc:0.817628±0.006070 
[7577]  train-auc:0.875178±0.002355 test-auc:0.817626±0.006071 
[7578]  train-auc:0.875183±0.002353 test-auc:0.817634±0.006078 
[7579]  train-auc:0.875187±0.002354 test-auc:0.817634±0.006083 
[7580]  train-auc:0.875193±0.002356 test-auc:0.817643±0.006080 
[7581]  train-auc:0.875197±0.002356 test-auc:0.817648±0.006076 
[7582]  train-auc:0.875202±0.002355 test-auc:0.817652±0.006079 
[7583]  train-auc:0.875206±0.002356 test-auc:0.817649±0.006077 
[7584]  train-auc:0.875212±0.002356 test-auc:0.817647±0.006082 
[7585]  train-auc:0.875216±0.002355 test-auc:0.817651±0.006073 
[7586]  train-auc:0.875222±0.002355 test-auc:0.817646±0.006070 
[7587]  train-auc:0.875228±0.002359 test-auc:0.817654±0.006071 
[7588]  train-auc:0.875231±0.002360 test-auc:0.817652±0.006065 
[7589]  train-auc:0.875237±0.002361 test-auc:0.817649±0.006067 
[7590]  train-auc:0.875240±0.002359 test-auc:0.817657±0.006064 
[7591]  train-auc:0.875242±0.002359 test-auc:0.817656±0.006065 
[7592]  train-auc:0.875249±0.002362 test-auc:0.817656±0.006077 
[7593]  train-auc:0.875254±0.002362 test-auc:0.817659±0.006067 
[7594]  train-auc:0.875257±0.002364 test-auc:0.817653±0.006064 
[7595]  train-auc:0.875263±0.002362 test-auc:0.817657±0.006060 
[7596]  train-auc:0.875270±0.002365 test-auc:0.817654±0.006061 
[7597]  train-auc:0.875273±0.002363 test-auc:0.817664±0.006061 
[7598]  train-auc:0.875279±0.002362 test-auc:0.817652±0.006065 
[7599]  train-auc:0.875281±0.002362 test-auc:0.817652±0.006064 
[7600]  train-auc:0.875287±0.002362 test-auc:0.817654±0.006058 
[7601]  train-auc:0.875292±0.002362 test-auc:0.817659±0.006055 
[7602]  train-auc:0.875298±0.002364 test-auc:0.817660±0.006052 
[7603]  train-auc:0.875302±0.002365 test-auc:0.817663±0.006053 
[7604]  train-auc:0.875310±0.002368 test-auc:0.817668±0.006043 
[7605]  train-auc:0.875316±0.002369 test-auc:0.817671±0.006042 
[7606]  train-auc:0.875320±0.002370 test-auc:0.817673±0.006036 
[7607]  train-auc:0.875328±0.002373 test-auc:0.817676±0.006036 
[7608]  train-auc:0.875333±0.002375 test-auc:0.817668±0.006043 
[7609]  train-auc:0.875336±0.002375 test-auc:0.817674±0.006048 
[7610]  train-auc:0.875341±0.002374 test-auc:0.817679±0.006043 
[7611]  train-auc:0.875344±0.002373 test-auc:0.817674±0.006041 
[7612]  train-auc:0.875350±0.002371 test-auc:0.817681±0.006038 
[7613]  train-auc:0.875354±0.002371 test-auc:0.817677±0.006043 
[7614]  train-auc:0.875361±0.002372 test-auc:0.817678±0.006047 
[7615]  train-auc:0.875368±0.002376 test-auc:0.817682±0.006050 
[7616]  train-auc:0.875373±0.002377 test-auc:0.817687±0.006053 
[7617]  train-auc:0.875380±0.002377 test-auc:0.817695±0.006055 
[7618]  train-auc:0.875385±0.002373 test-auc:0.817691±0.006053 
[7619]  train-auc:0.875387±0.002373 test-auc:0.817693±0.006052 
[7620]  train-auc:0.875393±0.002374 test-auc:0.817696±0.006060 
[7621]  train-auc:0.875396±0.002373 test-auc:0.817691±0.006063 
[7622]  train-auc:0.875398±0.002373 test-auc:0.817693±0.006066 
[7623]  train-auc:0.875403±0.002376 test-auc:0.817695±0.006060 
[7624]  train-auc:0.875409±0.002375 test-auc:0.817700±0.006062 
[7625]  train-auc:0.875414±0.002375 test-auc:0.817712±0.006067 
[7626]  train-auc:0.875418±0.002375 test-auc:0.817713±0.006065 
[7627]  train-auc:0.875420±0.002374 test-auc:0.817711±0.006063 
[7628]  train-auc:0.875425±0.002375 test-auc:0.817717±0.006065 
[7629]  train-auc:0.875431±0.002374 test-auc:0.817720±0.006063 
[7630]  train-auc:0.875436±0.002374 test-auc:0.817721±0.006074 
[7631]  train-auc:0.875441±0.002372 test-auc:0.817725±0.006077 
[7632]  train-auc:0.875444±0.002371 test-auc:0.817736±0.006073 
[7633]  train-auc:0.875447±0.002372 test-auc:0.817732±0.006071 
[7634]  train-auc:0.875452±0.002372 test-auc:0.817730±0.006065 
[7635]  train-auc:0.875455±0.002374 test-auc:0.817737±0.006065 
[7636]  train-auc:0.875457±0.002375 test-auc:0.817737±0.006067 
[7637]  train-auc:0.875464±0.002373 test-auc:0.817743±0.006076 
[7638]  train-auc:0.875468±0.002374 test-auc:0.817749±0.006081 
[7639]  train-auc:0.875472±0.002375 test-auc:0.817747±0.006076 
[7640]  train-auc:0.875474±0.002375 test-auc:0.817748±0.006071 
[7641]  train-auc:0.875478±0.002377 test-auc:0.817751±0.006072 
[7642]  train-auc:0.875481±0.002377 test-auc:0.817745±0.006072 
[7643]  train-auc:0.875485±0.002381 test-auc:0.817743±0.006079 
[7644]  train-auc:0.875492±0.002382 test-auc:0.817756±0.006077 
[7645]  train-auc:0.875501±0.002385 test-auc:0.817763±0.006084 
[7646]  train-auc:0.875506±0.002384 test-auc:0.817770±0.006083 
[7647]  train-auc:0.875515±0.002384 test-auc:0.817768±0.006083 
[7648]  train-auc:0.875522±0.002388 test-auc:0.817771±0.006082 
[7649]  train-auc:0.875527±0.002390 test-auc:0.817778±0.006077 
[7650]  train-auc:0.875533±0.002393 test-auc:0.817781±0.006076 
[7651]  train-auc:0.875537±0.002393 test-auc:0.817779±0.006074 
[7652]  train-auc:0.875541±0.002396 test-auc:0.817787±0.006081 
[7653]  train-auc:0.875544±0.002397 test-auc:0.817789±0.006081 
[7654]  train-auc:0.875548±0.002399 test-auc:0.817795±0.006080 
[7655]  train-auc:0.875553±0.002399 test-auc:0.817798±0.006076 
[7656]  train-auc:0.875560±0.002401 test-auc:0.817807±0.006082 
[7657]  train-auc:0.875563±0.002402 test-auc:0.817807±0.006082 
[7658]  train-auc:0.875567±0.002402 test-auc:0.817804±0.006080 
[7659]  train-auc:0.875572±0.002402 test-auc:0.817803±0.006081 
[7660]  train-auc:0.875576±0.002401 test-auc:0.817807±0.006083 
[7661]  train-auc:0.875582±0.002402 test-auc:0.817810±0.006081 
[7662]  train-auc:0.875587±0.002402 test-auc:0.817815±0.006074 
[7663]  train-auc:0.875591±0.002403 test-auc:0.817815±0.006074 
[7664]  train-auc:0.875598±0.002400 test-auc:0.817817±0.006076 
[7665]  train-auc:0.875602±0.002402 test-auc:0.817817±0.006083 
[7666]  train-auc:0.875607±0.002402 test-auc:0.817820±0.006081 
[7667]  train-auc:0.875610±0.002404 test-auc:0.817824±0.006081 
[7668]  train-auc:0.875616±0.002403 test-auc:0.817825±0.006087 
[7669]  train-auc:0.875621±0.002400 test-auc:0.817828±0.006088 
[7670]  train-auc:0.875627±0.002402 test-auc:0.817833±0.006085 
[7671]  train-auc:0.875635±0.002407 test-auc:0.817834±0.006085 
[7672]  train-auc:0.875639±0.002406 test-auc:0.817843±0.006084 
[7673]  train-auc:0.875645±0.002409 test-auc:0.817847±0.006085 
[7674]  train-auc:0.875651±0.002407 test-auc:0.817843±0.006080 
[7675]  train-auc:0.875653±0.002409 test-auc:0.817840±0.006083 
[7676]  train-auc:0.875659±0.002412 test-auc:0.817842±0.006094 
[7677]  train-auc:0.875664±0.002412 test-auc:0.817844±0.006088 
[7678]  train-auc:0.875670±0.002414 test-auc:0.817853±0.006086 
[7679]  train-auc:0.875677±0.002414 test-auc:0.817848±0.006084 
[7680]  train-auc:0.875681±0.002414 test-auc:0.817844±0.006089 
[7681]  train-auc:0.875684±0.002416 test-auc:0.817842±0.006088 
[7682]  train-auc:0.875689±0.002417 test-auc:0.817850±0.006093 
[7683]  train-auc:0.875691±0.002418 test-auc:0.817855±0.006099 
[7684]  train-auc:0.875696±0.002419 test-auc:0.817858±0.006091 
[7685]  train-auc:0.875699±0.002420 test-auc:0.817858±0.006082 
[7686]  train-auc:0.875705±0.002420 test-auc:0.817862±0.006080 
[7687]  train-auc:0.875712±0.002417 test-auc:0.817864±0.006085 
[7688]  train-auc:0.875718±0.002419 test-auc:0.817870±0.006081 
[7689]  train-auc:0.875724±0.002418 test-auc:0.817865±0.006083 
[7690]  train-auc:0.875725±0.002417 test-auc:0.817868±0.006083 
[7691]  train-auc:0.875732±0.002418 test-auc:0.817867±0.006077 
[7692]  train-auc:0.875736±0.002419 test-auc:0.817868±0.006078 
[7693]  train-auc:0.875742±0.002417 test-auc:0.817865±0.006081 
[7694]  train-auc:0.875745±0.002417 test-auc:0.817869±0.006085 
[7695]  train-auc:0.875753±0.002417 test-auc:0.817872±0.006077 
[7696]  train-auc:0.875758±0.002421 test-auc:0.817880±0.006087 
[7697]  train-auc:0.875763±0.002422 test-auc:0.817881±0.006084 
[7698]  train-auc:0.875766±0.002424 test-auc:0.817880±0.006083 
[7699]  train-auc:0.875771±0.002423 test-auc:0.817885±0.006081 
[7700]  train-auc:0.875775±0.002425 test-auc:0.817889±0.006074 
[7701]  train-auc:0.875779±0.002423 test-auc:0.817883±0.006085 
[7702]  train-auc:0.875783±0.002422 test-auc:0.817884±0.006085 
[7703]  train-auc:0.875788±0.002426 test-auc:0.817890±0.006084 
[7704]  train-auc:0.875790±0.002428 test-auc:0.817888±0.006082 
[7705]  train-auc:0.875794±0.002428 test-auc:0.817883±0.006083 
[7706]  train-auc:0.875798±0.002427 test-auc:0.817889±0.006079 
[7707]  train-auc:0.875803±0.002429 test-auc:0.817884±0.006077 
[7708]  train-auc:0.875808±0.002431 test-auc:0.817887±0.006078 
[7709]  train-auc:0.875813±0.002432 test-auc:0.817892±0.006078 
[7710]  train-auc:0.875816±0.002432 test-auc:0.817887±0.006079 
[7711]  train-auc:0.875822±0.002431 test-auc:0.817890±0.006081 
[7712]  train-auc:0.875828±0.002433 test-auc:0.817903±0.006082 
[7713]  train-auc:0.875834±0.002435 test-auc:0.817904±0.006086 
[7714]  train-auc:0.875838±0.002437 test-auc:0.817909±0.006091 
[7715]  train-auc:0.875844±0.002439 test-auc:0.817917±0.006095 
[7716]  train-auc:0.875851±0.002439 test-auc:0.817916±0.006094 
[7717]  train-auc:0.875854±0.002440 test-auc:0.817922±0.006100 
[7718]  train-auc:0.875857±0.002441 test-auc:0.817919±0.006099 
[7719]  train-auc:0.875860±0.002443 test-auc:0.817915±0.006102 
[7720]  train-auc:0.875869±0.002447 test-auc:0.817922±0.006100 
[7721]  train-auc:0.875873±0.002451 test-auc:0.817928±0.006102 
[7722]  train-auc:0.875877±0.002451 test-auc:0.817934±0.006112 
[7723]  train-auc:0.875885±0.002449 test-auc:0.817937±0.006113 
[7724]  train-auc:0.875888±0.002449 test-auc:0.817935±0.006114 
[7725]  train-auc:0.875893±0.002448 test-auc:0.817940±0.006119 
[7726]  train-auc:0.875896±0.002451 test-auc:0.817944±0.006117 
[7727]  train-auc:0.875901±0.002455 test-auc:0.817943±0.006112 
[7728]  train-auc:0.875907±0.002455 test-auc:0.817938±0.006115 
[7729]  train-auc:0.875910±0.002455 test-auc:0.817944±0.006108 
[7730]  train-auc:0.875915±0.002455 test-auc:0.817944±0.006114 
[7731]  train-auc:0.875922±0.002457 test-auc:0.817946±0.006113 
[7732]  train-auc:0.875925±0.002458 test-auc:0.817946±0.006106 
[7733]  train-auc:0.875930±0.002459 test-auc:0.817948±0.006096 
[7734]  train-auc:0.875935±0.002459 test-auc:0.817948±0.006101 
[7735]  train-auc:0.875939±0.002456 test-auc:0.817951±0.006092 
[7736]  train-auc:0.875942±0.002458 test-auc:0.817951±0.006089 
[7737]  train-auc:0.875947±0.002458 test-auc:0.817953±0.006087 
[7738]  train-auc:0.875953±0.002460 test-auc:0.817958±0.006088 
[7739]  train-auc:0.875962±0.002461 test-auc:0.817954±0.006086 
[7740]  train-auc:0.875970±0.002465 test-auc:0.817956±0.006093 
[7741]  train-auc:0.875972±0.002467 test-auc:0.817959±0.006093 
[7742]  train-auc:0.875976±0.002468 test-auc:0.817963±0.006094 
[7743]  train-auc:0.875982±0.002472 test-auc:0.817960±0.006095 
[7744]  train-auc:0.875987±0.002474 test-auc:0.817966±0.006089 
[7745]  train-auc:0.875991±0.002475 test-auc:0.817965±0.006099 
[7746]  train-auc:0.875997±0.002477 test-auc:0.817968±0.006103 
[7747]  train-auc:0.876001±0.002478 test-auc:0.817973±0.006100 
[7748]  train-auc:0.876003±0.002479 test-auc:0.817972±0.006100 
[7749]  train-auc:0.876007±0.002480 test-auc:0.817974±0.006098 
[7750]  train-auc:0.876012±0.002481 test-auc:0.817975±0.006102 
[7751]  train-auc:0.876019±0.002482 test-auc:0.817968±0.006093 
[7752]  train-auc:0.876023±0.002483 test-auc:0.817964±0.006087 
[7753]  train-auc:0.876028±0.002485 test-auc:0.817971±0.006087 
[7754]  train-auc:0.876033±0.002487 test-auc:0.817971±0.006081 
[7755]  train-auc:0.876038±0.002489 test-auc:0.817968±0.006077 
[7756]  train-auc:0.876044±0.002490 test-auc:0.817971±0.006076 
[7757]  train-auc:0.876050±0.002492 test-auc:0.817969±0.006070 
[7758]  train-auc:0.876056±0.002489 test-auc:0.817969±0.006073 
[7759]  train-auc:0.876059±0.002490 test-auc:0.817975±0.006078 
[7760]  train-auc:0.876066±0.002490 test-auc:0.817973±0.006083 
[7761]  train-auc:0.876070±0.002491 test-auc:0.817977±0.006086 
[7762]  train-auc:0.876075±0.002492 test-auc:0.817971±0.006084 
[7763]  train-auc:0.876077±0.002494 test-auc:0.817980±0.006080 
[7764]  train-auc:0.876083±0.002495 test-auc:0.817972±0.006076 
[7765]  train-auc:0.876090±0.002494 test-auc:0.817965±0.006078 
[7766]  train-auc:0.876096±0.002499 test-auc:0.817964±0.006074 
[7767]  train-auc:0.876102±0.002497 test-auc:0.817974±0.006066 
[7768]  train-auc:0.876107±0.002495 test-auc:0.817965±0.006074 
[7769]  train-auc:0.876111±0.002495 test-auc:0.817970±0.006072 
[7770]  train-auc:0.876118±0.002498 test-auc:0.817978±0.006073 
[7771]  train-auc:0.876123±0.002498 test-auc:0.817984±0.006075 
[7772]  train-auc:0.876129±0.002498 test-auc:0.817993±0.006073 
[7773]  train-auc:0.876135±0.002496 test-auc:0.817988±0.006075 
[7774]  train-auc:0.876138±0.002495 test-auc:0.817988±0.006075 
[7775]  train-auc:0.876142±0.002496 test-auc:0.817983±0.006078 
[7776]  train-auc:0.876146±0.002495 test-auc:0.817984±0.006069 
[7777]  train-auc:0.876150±0.002497 test-auc:0.817987±0.006075 
[7778]  train-auc:0.876157±0.002496 test-auc:0.817987±0.006069 
[7779]  train-auc:0.876159±0.002497 test-auc:0.817992±0.006063 
[7780]  train-auc:0.876162±0.002497 test-auc:0.817991±0.006062 
[7781]  train-auc:0.876170±0.002499 test-auc:0.817985±0.006061 
[7782]  train-auc:0.876175±0.002497 test-auc:0.817986±0.006070 
[7783]  train-auc:0.876179±0.002496 test-auc:0.817991±0.006075 
[7784]  train-auc:0.876182±0.002497 test-auc:0.817990±0.006076 
[7785]  train-auc:0.876188±0.002498 test-auc:0.817997±0.006069 
[7786]  train-auc:0.876193±0.002498 test-auc:0.818002±0.006080 
[7787]  train-auc:0.876196±0.002499 test-auc:0.818000±0.006082 
[7788]  train-auc:0.876201±0.002502 test-auc:0.817994±0.006076 
[7789]  train-auc:0.876205±0.002503 test-auc:0.817991±0.006077 
[7790]  train-auc:0.876208±0.002502 test-auc:0.817989±0.006078 
[7791]  train-auc:0.876213±0.002500 test-auc:0.817988±0.006079 
[7792]  train-auc:0.876216±0.002501 test-auc:0.817995±0.006081 
[7793]  train-auc:0.876219±0.002501 test-auc:0.818003±0.006079 
[7794]  train-auc:0.876222±0.002501 test-auc:0.818002±0.006078 
[7795]  train-auc:0.876227±0.002501 test-auc:0.817998±0.006079 
[7796]  train-auc:0.876230±0.002501 test-auc:0.817997±0.006080 
[7797]  train-auc:0.876235±0.002499 test-auc:0.818002±0.006082 
[7798]  train-auc:0.876241±0.002500 test-auc:0.818003±0.006088 
[7799]  train-auc:0.876244±0.002501 test-auc:0.818010±0.006091 
[7800]  train-auc:0.876249±0.002502 test-auc:0.818010±0.006098 
[7801]  train-auc:0.876248±0.002500 test-auc:0.818012±0.006099 
[7802]  train-auc:0.876252±0.002499 test-auc:0.818015±0.006097 
[7803]  train-auc:0.876256±0.002501 test-auc:0.818018±0.006091 
[7804]  train-auc:0.876259±0.002502 test-auc:0.818022±0.006092 
[7805]  train-auc:0.876264±0.002505 test-auc:0.818024±0.006089 
[7806]  train-auc:0.876268±0.002505 test-auc:0.818027±0.006082 
[7807]  train-auc:0.876272±0.002504 test-auc:0.818027±0.006081 
[7808]  train-auc:0.876277±0.002504 test-auc:0.818029±0.006079 
[7809]  train-auc:0.876280±0.002503 test-auc:0.818033±0.006073 
[7810]  train-auc:0.876287±0.002503 test-auc:0.818030±0.006068 
[7811]  train-auc:0.876289±0.002501 test-auc:0.818033±0.006078 
[7812]  train-auc:0.876295±0.002502 test-auc:0.818039±0.006081 
[7813]  train-auc:0.876299±0.002504 test-auc:0.818037±0.006084 
[7814]  train-auc:0.876302±0.002502 test-auc:0.818036±0.006085 
[7815]  train-auc:0.876308±0.002503 test-auc:0.818041±0.006084 
[7816]  train-auc:0.876311±0.002503 test-auc:0.818045±0.006083 
[7817]  train-auc:0.876315±0.002504 test-auc:0.818046±0.006081 
[7818]  train-auc:0.876318±0.002505 test-auc:0.818045±0.006089 
[7819]  train-auc:0.876323±0.002505 test-auc:0.818046±0.006085 
[7820]  train-auc:0.876326±0.002506 test-auc:0.818043±0.006083 
[7821]  train-auc:0.876334±0.002504 test-auc:0.818050±0.006079 
[7822]  train-auc:0.876339±0.002504 test-auc:0.818053±0.006079 
[7823]  train-auc:0.876344±0.002504 test-auc:0.818059±0.006075 
[7824]  train-auc:0.876349±0.002504 test-auc:0.818060±0.006072 
[7825]  train-auc:0.876356±0.002505 test-auc:0.818065±0.006076 
[7826]  train-auc:0.876362±0.002504 test-auc:0.818072±0.006083 
[7827]  train-auc:0.876366±0.002504 test-auc:0.818078±0.006089 
[7828]  train-auc:0.876372±0.002502 test-auc:0.818077±0.006090 
[7829]  train-auc:0.876374±0.002501 test-auc:0.818074±0.006093 
[7830]  train-auc:0.876377±0.002501 test-auc:0.818078±0.006100 
[7831]  train-auc:0.876379±0.002499 test-auc:0.818079±0.006100 
[7832]  train-auc:0.876385±0.002497 test-auc:0.818081±0.006105 
[7833]  train-auc:0.876387±0.002497 test-auc:0.818085±0.006099 
[7834]  train-auc:0.876390±0.002497 test-auc:0.818089±0.006097 
[7835]  train-auc:0.876393±0.002496 test-auc:0.818096±0.006098 
[7836]  train-auc:0.876398±0.002494 test-auc:0.818099±0.006098 
[7837]  train-auc:0.876399±0.002496 test-auc:0.818097±0.006097 
[7838]  train-auc:0.876406±0.002496 test-auc:0.818098±0.006105 
[7839]  train-auc:0.876410±0.002492 test-auc:0.818090±0.006106 
[7840]  train-auc:0.876413±0.002492 test-auc:0.818094±0.006103 
[7841]  train-auc:0.876417±0.002492 test-auc:0.818096±0.006105 
[7842]  train-auc:0.876423±0.002489 test-auc:0.818100±0.006105 
[7843]  train-auc:0.876426±0.002487 test-auc:0.818104±0.006103 
[7844]  train-auc:0.876429±0.002484 test-auc:0.818101±0.006110 
[7845]  train-auc:0.876435±0.002482 test-auc:0.818097±0.006113 
[7846]  train-auc:0.876437±0.002482 test-auc:0.818098±0.006109 
[7847]  train-auc:0.876441±0.002481 test-auc:0.818100±0.006106 
[7848]  train-auc:0.876444±0.002481 test-auc:0.818100±0.006107 
[7849]  train-auc:0.876445±0.002479 test-auc:0.818101±0.006101 
[7850]  train-auc:0.876449±0.002480 test-auc:0.818101±0.006103 
[7851]  train-auc:0.876454±0.002480 test-auc:0.818097±0.006110 
[7852]  train-auc:0.876461±0.002481 test-auc:0.818100±0.006111 
[7853]  train-auc:0.876467±0.002481 test-auc:0.818097±0.006101 
[7854]  train-auc:0.876471±0.002479 test-auc:0.818095±0.006101 
[7855]  train-auc:0.876473±0.002480 test-auc:0.818100±0.006103 
[7856]  train-auc:0.876479±0.002479 test-auc:0.818109±0.006103 
[7857]  train-auc:0.876484±0.002477 test-auc:0.818099±0.006101 
[7858]  train-auc:0.876488±0.002476 test-auc:0.818100±0.006089 
[7859]  train-auc:0.876492±0.002475 test-auc:0.818103±0.006086 
[7860]  train-auc:0.876494±0.002474 test-auc:0.818101±0.006083 
[7861]  train-auc:0.876499±0.002471 test-auc:0.818103±0.006081 
[7862]  train-auc:0.876500±0.002472 test-auc:0.818104±0.006082 
[7863]  train-auc:0.876503±0.002471 test-auc:0.818107±0.006083 
[7864]  train-auc:0.876506±0.002473 test-auc:0.818106±0.006081 
[7865]  train-auc:0.876512±0.002475 test-auc:0.818105±0.006074 
[7866]  train-auc:0.876519±0.002474 test-auc:0.818105±0.006074 
[7867]  train-auc:0.876522±0.002471 test-auc:0.818107±0.006076 
[7868]  train-auc:0.876525±0.002470 test-auc:0.818108±0.006074 
[7869]  train-auc:0.876530±0.002471 test-auc:0.818120±0.006068 
[7870]  train-auc:0.876532±0.002470 test-auc:0.818122±0.006067 
[7871]  train-auc:0.876537±0.002469 test-auc:0.818121±0.006074 
[7872]  train-auc:0.876541±0.002469 test-auc:0.818126±0.006080 
[7873]  train-auc:0.876545±0.002467 test-auc:0.818130±0.006076 
[7874]  train-auc:0.876550±0.002465 test-auc:0.818130±0.006078 
[7875]  train-auc:0.876552±0.002465 test-auc:0.818136±0.006079 
[7876]  train-auc:0.876555±0.002467 test-auc:0.818146±0.006083 
[7877]  train-auc:0.876560±0.002463 test-auc:0.818142±0.006085 
[7878]  train-auc:0.876564±0.002465 test-auc:0.818141±0.006079 
[7879]  train-auc:0.876568±0.002465 test-auc:0.818136±0.006080 
[7880]  train-auc:0.876570±0.002461 test-auc:0.818137±0.006086 
[7881]  train-auc:0.876573±0.002462 test-auc:0.818148±0.006084 
[7882]  train-auc:0.876576±0.002462 test-auc:0.818146±0.006083 
[7883]  train-auc:0.876579±0.002461 test-auc:0.818143±0.006084 
[7884]  train-auc:0.876583±0.002460 test-auc:0.818143±0.006095 
[7885]  train-auc:0.876589±0.002460 test-auc:0.818138±0.006093 
[7886]  train-auc:0.876593±0.002458 test-auc:0.818135±0.006092 
[7887]  train-auc:0.876597±0.002453 test-auc:0.818136±0.006101 
[7888]  train-auc:0.876602±0.002453 test-auc:0.818136±0.006098 
[7889]  train-auc:0.876607±0.002454 test-auc:0.818137±0.006097 
[7890]  train-auc:0.876612±0.002455 test-auc:0.818138±0.006097 
[7891]  train-auc:0.876618±0.002453 test-auc:0.818134±0.006095 
[7892]  train-auc:0.876622±0.002452 test-auc:0.818131±0.006091 
[7893]  train-auc:0.876625±0.002452 test-auc:0.818134±0.006093 
[7894]  train-auc:0.876628±0.002451 test-auc:0.818138±0.006091 
[7895]  train-auc:0.876633±0.002453 test-auc:0.818139±0.006091 
[7896]  train-auc:0.876639±0.002451 test-auc:0.818137±0.006095 
[7897]  train-auc:0.876640±0.002452 test-auc:0.818133±0.006096 
[7898]  train-auc:0.876644±0.002452 test-auc:0.818138±0.006100 
[7899]  train-auc:0.876648±0.002453 test-auc:0.818144±0.006102 
[7900]  train-auc:0.876654±0.002454 test-auc:0.818142±0.006107 
[7901]  train-auc:0.876659±0.002454 test-auc:0.818151±0.006100 
[7902]  train-auc:0.876667±0.002454 test-auc:0.818153±0.006102 
[7903]  train-auc:0.876671±0.002454 test-auc:0.818154±0.006106 
[7904]  train-auc:0.876674±0.002455 test-auc:0.818155±0.006105 
[7905]  train-auc:0.876679±0.002454 test-auc:0.818159±0.006113 
[7906]  train-auc:0.876682±0.002451 test-auc:0.818159±0.006117 
[7907]  train-auc:0.876688±0.002448 test-auc:0.818161±0.006120 
[7908]  train-auc:0.876691±0.002448 test-auc:0.818164±0.006114 
[7909]  train-auc:0.876694±0.002450 test-auc:0.818164±0.006117 
[7910]  train-auc:0.876698±0.002451 test-auc:0.818170±0.006116 
[7911]  train-auc:0.876701±0.002451 test-auc:0.818170±0.006118 
[7912]  train-auc:0.876705±0.002451 test-auc:0.818176±0.006113 
[7913]  train-auc:0.876711±0.002454 test-auc:0.818173±0.006106 
[7914]  train-auc:0.876717±0.002452 test-auc:0.818170±0.006099 
[7915]  train-auc:0.876721±0.002453 test-auc:0.818178±0.006093 
[7916]  train-auc:0.876725±0.002453 test-auc:0.818175±0.006096 
[7917]  train-auc:0.876731±0.002451 test-auc:0.818173±0.006099 
[7918]  train-auc:0.876736±0.002449 test-auc:0.818173±0.006103 
[7919]  train-auc:0.876739±0.002447 test-auc:0.818171±0.006093 
[7920]  train-auc:0.876746±0.002449 test-auc:0.818165±0.006094 
[7921]  train-auc:0.876749±0.002449 test-auc:0.818158±0.006090 
[7922]  train-auc:0.876753±0.002449 test-auc:0.818161±0.006086 
[7923]  train-auc:0.876756±0.002449 test-auc:0.818170±0.006085 
[7924]  train-auc:0.876758±0.002448 test-auc:0.818170±0.006085 
[7925]  train-auc:0.876760±0.002450 test-auc:0.818175±0.006078 
[7926]  train-auc:0.876764±0.002449 test-auc:0.818174±0.006079 
[7927]  train-auc:0.876770±0.002449 test-auc:0.818181±0.006081 
[7928]  train-auc:0.876773±0.002451 test-auc:0.818177±0.006080 
[7929]  train-auc:0.876776±0.002452 test-auc:0.818175±0.006080 
[7930]  train-auc:0.876780±0.002450 test-auc:0.818182±0.006077 
[7931]  train-auc:0.876784±0.002449 test-auc:0.818184±0.006081 
[7932]  train-auc:0.876788±0.002447 test-auc:0.818189±0.006084 
[7933]  train-auc:0.876793±0.002446 test-auc:0.818191±0.006090 
[7934]  train-auc:0.876796±0.002444 test-auc:0.818188±0.006086 
[7935]  train-auc:0.876798±0.002443 test-auc:0.818189±0.006081 
[7936]  train-auc:0.876803±0.002444 test-auc:0.818189±0.006077 
[7937]  train-auc:0.876807±0.002444 test-auc:0.818191±0.006080 
[7938]  train-auc:0.876812±0.002442 test-auc:0.818192±0.006079 
[7939]  train-auc:0.876814±0.002441 test-auc:0.818194±0.006087 
[7940]  train-auc:0.876819±0.002442 test-auc:0.818199±0.006086 
[7941]  train-auc:0.876822±0.002440 test-auc:0.818200±0.006086 
[7942]  train-auc:0.876826±0.002437 test-auc:0.818199±0.006085 
[7943]  train-auc:0.876831±0.002437 test-auc:0.818198±0.006083 
[7944]  train-auc:0.876834±0.002438 test-auc:0.818197±0.006083 
[7945]  train-auc:0.876837±0.002436 test-auc:0.818203±0.006084 
[7946]  train-auc:0.876840±0.002439 test-auc:0.818205±0.006077 
[7947]  train-auc:0.876842±0.002438 test-auc:0.818207±0.006080 
[7948]  train-auc:0.876845±0.002439 test-auc:0.818215±0.006073 
[7949]  train-auc:0.876848±0.002439 test-auc:0.818220±0.006068 
[7950]  train-auc:0.876852±0.002440 test-auc:0.818228±0.006072 
[7951]  train-auc:0.876857±0.002438 test-auc:0.818229±0.006075 
[7952]  train-auc:0.876860±0.002436 test-auc:0.818239±0.006074 
[7953]  train-auc:0.876865±0.002436 test-auc:0.818242±0.006076 
[7954]  train-auc:0.876868±0.002438 test-auc:0.818242±0.006075 
[7955]  train-auc:0.876870±0.002439 test-auc:0.818240±0.006078 
[7956]  train-auc:0.876875±0.002438 test-auc:0.818248±0.006077 
[7957]  train-auc:0.876878±0.002438 test-auc:0.818248±0.006069 
[7958]  train-auc:0.876880±0.002437 test-auc:0.818250±0.006069 
[7959]  train-auc:0.876883±0.002437 test-auc:0.818250±0.006071 
[7960]  train-auc:0.876888±0.002434 test-auc:0.818249±0.006072 
[7961]  train-auc:0.876891±0.002436 test-auc:0.818252±0.006070 
[7962]  train-auc:0.876896±0.002436 test-auc:0.818263±0.006080 
[7963]  train-auc:0.876900±0.002434 test-auc:0.818263±0.006077 
[7964]  train-auc:0.876903±0.002432 test-auc:0.818268±0.006073 
[7965]  train-auc:0.876907±0.002431 test-auc:0.818273±0.006067 
[7966]  train-auc:0.876911±0.002433 test-auc:0.818278±0.006068 
[7967]  train-auc:0.876916±0.002434 test-auc:0.818276±0.006066 
[7968]  train-auc:0.876920±0.002433 test-auc:0.818281±0.006063 
[7969]  train-auc:0.876922±0.002430 test-auc:0.818283±0.006069 
[7970]  train-auc:0.876925±0.002431 test-auc:0.818286±0.006069 
[7971]  train-auc:0.876930±0.002429 test-auc:0.818289±0.006074 
[7972]  train-auc:0.876936±0.002429 test-auc:0.818282±0.006072 
[7973]  train-auc:0.876942±0.002431 test-auc:0.818280±0.006083 
[7974]  train-auc:0.876946±0.002428 test-auc:0.818281±0.006071 
[7975]  train-auc:0.876952±0.002428 test-auc:0.818284±0.006083 
[7976]  train-auc:0.876962±0.002428 test-auc:0.818285±0.006086 
[7977]  train-auc:0.876966±0.002428 test-auc:0.818287±0.006085 
[7978]  train-auc:0.876968±0.002429 test-auc:0.818281±0.006081 
[7979]  train-auc:0.876972±0.002430 test-auc:0.818289±0.006086 
[7980]  train-auc:0.876975±0.002431 test-auc:0.818288±0.006088 
[7981]  train-auc:0.876978±0.002429 test-auc:0.818291±0.006083 
[7982]  train-auc:0.876981±0.002429 test-auc:0.818295±0.006080 
[7983]  train-auc:0.876988±0.002428 test-auc:0.818297±0.006083 
[7984]  train-auc:0.876991±0.002426 test-auc:0.818301±0.006083 
[7985]  train-auc:0.876994±0.002425 test-auc:0.818301±0.006083 
[7986]  train-auc:0.877002±0.002420 test-auc:0.818304±0.006081 
[7987]  train-auc:0.877009±0.002418 test-auc:0.818310±0.006090 
[7988]  train-auc:0.877013±0.002418 test-auc:0.818307±0.006086 
[7989]  train-auc:0.877016±0.002417 test-auc:0.818316±0.006088 
[7990]  train-auc:0.877021±0.002417 test-auc:0.818318±0.006088 
[7991]  train-auc:0.877028±0.002416 test-auc:0.818318±0.006089 
[7992]  train-auc:0.877032±0.002415 test-auc:0.818317±0.006094 
[7993]  train-auc:0.877036±0.002416 test-auc:0.818322±0.006082 
[7994]  train-auc:0.877040±0.002415 test-auc:0.818322±0.006089 
[7995]  train-auc:0.877043±0.002414 test-auc:0.818321±0.006088 
[7996]  train-auc:0.877048±0.002412 test-auc:0.818320±0.006084 
[7997]  train-auc:0.877049±0.002411 test-auc:0.818323±0.006078 
[7998]  train-auc:0.877054±0.002408 test-auc:0.818327±0.006079 
[7999]  train-auc:0.877056±0.002410 test-auc:0.818332±0.006079 
[8000]  train-auc:0.877061±0.002411 test-auc:0.818330±0.006085 
[8001]  train-auc:0.877065±0.002409 test-auc:0.818332±0.006084 
[8002]  train-auc:0.877067±0.002407 test-auc:0.818335±0.006085 
[8003]  train-auc:0.877074±0.002403 test-auc:0.818341±0.006080 
[8004]  train-auc:0.877078±0.002402 test-auc:0.818341±0.006079 
[8005]  train-auc:0.877081±0.002401 test-auc:0.818342±0.006082 
[8006]  train-auc:0.877088±0.002401 test-auc:0.818342±0.006080 
[8007]  train-auc:0.877093±0.002402 test-auc:0.818349±0.006079 
[8008]  train-auc:0.877098±0.002401 test-auc:0.818342±0.006086 
[8009]  train-auc:0.877100±0.002401 test-auc:0.818350±0.006082 
[8010]  train-auc:0.877106±0.002399 test-auc:0.818357±0.006079 
[8011]  train-auc:0.877109±0.002400 test-auc:0.818364±0.006075 
[8012]  train-auc:0.877117±0.002399 test-auc:0.818364±0.006070 
[8013]  train-auc:0.877122±0.002397 test-auc:0.818364±0.006065 
[8014]  train-auc:0.877128±0.002396 test-auc:0.818367±0.006056 
[8015]  train-auc:0.877131±0.002394 test-auc:0.818373±0.006060 
[8016]  train-auc:0.877132±0.002394 test-auc:0.818373±0.006062 
[8017]  train-auc:0.877136±0.002394 test-auc:0.818376±0.006061 
[8018]  train-auc:0.877140±0.002393 test-auc:0.818378±0.006058 
[8019]  train-auc:0.877146±0.002394 test-auc:0.818375±0.006048 
[8020]  train-auc:0.877149±0.002394 test-auc:0.818376±0.006055 
[8021]  train-auc:0.877153±0.002394 test-auc:0.818379±0.006056 
[8022]  train-auc:0.877159±0.002393 test-auc:0.818379±0.006058 
[8023]  train-auc:0.877163±0.002395 test-auc:0.818383±0.006058 
[8024]  train-auc:0.877165±0.002396 test-auc:0.818382±0.006062 
[8025]  train-auc:0.877171±0.002396 test-auc:0.818378±0.006062 
[8026]  train-auc:0.877175±0.002394 test-auc:0.818379±0.006056 
[8027]  train-auc:0.877177±0.002393 test-auc:0.818383±0.006058 
[8028]  train-auc:0.877181±0.002392 test-auc:0.818382±0.006060 
[8029]  train-auc:0.877187±0.002391 test-auc:0.818379±0.006063 
[8030]  train-auc:0.877190±0.002391 test-auc:0.818379±0.006063 
[8031]  train-auc:0.877195±0.002391 test-auc:0.818380±0.006068 
[8032]  train-auc:0.877200±0.002390 test-auc:0.818387±0.006068 
[8033]  train-auc:0.877206±0.002386 test-auc:0.818386±0.006067 
[8034]  train-auc:0.877211±0.002385 test-auc:0.818385±0.006068 
[8035]  train-auc:0.877215±0.002386 test-auc:0.818383±0.006065 
[8036]  train-auc:0.877218±0.002385 test-auc:0.818393±0.006052 
[8037]  train-auc:0.877223±0.002385 test-auc:0.818402±0.006049 
[8038]  train-auc:0.877226±0.002385 test-auc:0.818407±0.006047 
[8039]  train-auc:0.877228±0.002385 test-auc:0.818408±0.006045 
[8040]  train-auc:0.877231±0.002385 test-auc:0.818408±0.006055 
[8041]  train-auc:0.877233±0.002385 test-auc:0.818408±0.006056 
[8042]  train-auc:0.877236±0.002384 test-auc:0.818410±0.006048 
[8043]  train-auc:0.877240±0.002386 test-auc:0.818411±0.006046 
[8044]  train-auc:0.877244±0.002385 test-auc:0.818408±0.006044 
[8045]  train-auc:0.877250±0.002384 test-auc:0.818408±0.006040 
[8046]  train-auc:0.877253±0.002380 test-auc:0.818403±0.006044 
[8047]  train-auc:0.877257±0.002379 test-auc:0.818406±0.006045 
[8048]  train-auc:0.877259±0.002378 test-auc:0.818411±0.006043 
[8049]  train-auc:0.877262±0.002376 test-auc:0.818411±0.006045 
[8050]  train-auc:0.877266±0.002377 test-auc:0.818410±0.006046 
[8051]  train-auc:0.877270±0.002373 test-auc:0.818412±0.006048 
[8052]  train-auc:0.877273±0.002374 test-auc:0.818413±0.006047 
[8053]  train-auc:0.877278±0.002372 test-auc:0.818409±0.006048 
[8054]  train-auc:0.877281±0.002371 test-auc:0.818417±0.006049 
[8055]  train-auc:0.877286±0.002370 test-auc:0.818419±0.006050 
[8056]  train-auc:0.877289±0.002371 test-auc:0.818423±0.006049 
[8057]  train-auc:0.877293±0.002371 test-auc:0.818429±0.006048 
[8058]  train-auc:0.877296±0.002371 test-auc:0.818435±0.006042 
[8059]  train-auc:0.877299±0.002371 test-auc:0.818436±0.006045 
[8060]  train-auc:0.877307±0.002366 test-auc:0.818438±0.006046 
[8061]  train-auc:0.877312±0.002365 test-auc:0.818438±0.006044 
[8062]  train-auc:0.877317±0.002365 test-auc:0.818442±0.006040 
[8063]  train-auc:0.877319±0.002365 test-auc:0.818448±0.006040 
[8064]  train-auc:0.877322±0.002365 test-auc:0.818447±0.006040 
[8065]  train-auc:0.877326±0.002363 test-auc:0.818444±0.006040 
[8066]  train-auc:0.877333±0.002360 test-auc:0.818450±0.006035 
[8067]  train-auc:0.877336±0.002360 test-auc:0.818453±0.006036 
[8068]  train-auc:0.877343±0.002360 test-auc:0.818451±0.006032 
[8069]  train-auc:0.877343±0.002361 test-auc:0.818455±0.006029 
[8070]  train-auc:0.877347±0.002361 test-auc:0.818459±0.006024 
[8071]  train-auc:0.877353±0.002359 test-auc:0.818458±0.006027 
[8072]  train-auc:0.877357±0.002360 test-auc:0.818457±0.006030 
[8073]  train-auc:0.877360±0.002360 test-auc:0.818459±0.006035 
[8074]  train-auc:0.877362±0.002358 test-auc:0.818461±0.006038 
[8075]  train-auc:0.877364±0.002360 test-auc:0.818464±0.006038 
[8076]  train-auc:0.877366±0.002360 test-auc:0.818470±0.006040 
[8077]  train-auc:0.877372±0.002361 test-auc:0.818474±0.006040 
[8078]  train-auc:0.877375±0.002360 test-auc:0.818478±0.006035 
[8079]  train-auc:0.877379±0.002363 test-auc:0.818477±0.006037 
[8080]  train-auc:0.877383±0.002364 test-auc:0.818478±0.006028 
[8081]  train-auc:0.877388±0.002364 test-auc:0.818475±0.006022 
[8082]  train-auc:0.877393±0.002363 test-auc:0.818478±0.006022 
[8083]  train-auc:0.877394±0.002361 test-auc:0.818472±0.006023 
[8084]  train-auc:0.877397±0.002361 test-auc:0.818472±0.006035 
[8085]  train-auc:0.877402±0.002360 test-auc:0.818477±0.006035 
[8086]  train-auc:0.877407±0.002357 test-auc:0.818479±0.006035 
[8087]  train-auc:0.877411±0.002356 test-auc:0.818480±0.006037 
[8088]  train-auc:0.877414±0.002356 test-auc:0.818483±0.006036 
[8089]  train-auc:0.877417±0.002356 test-auc:0.818481±0.006037 
[8090]  train-auc:0.877421±0.002357 test-auc:0.818485±0.006034 
[8091]  train-auc:0.877423±0.002357 test-auc:0.818482±0.006034 
[8092]  train-auc:0.877426±0.002358 test-auc:0.818481±0.006031 
[8093]  train-auc:0.877428±0.002356 test-auc:0.818480±0.006033 
[8094]  train-auc:0.877432±0.002354 test-auc:0.818480±0.006030 
[8095]  train-auc:0.877436±0.002356 test-auc:0.818479±0.006029 
[8096]  train-auc:0.877440±0.002357 test-auc:0.818484±0.006023 
[8097]  train-auc:0.877443±0.002358 test-auc:0.818484±0.006027 
[8098]  train-auc:0.877446±0.002359 test-auc:0.818480±0.006030 
[8099]  train-auc:0.877449±0.002357 test-auc:0.818482±0.006027 
[8100]  train-auc:0.877454±0.002359 test-auc:0.818484±0.006028 
[8101]  train-auc:0.877458±0.002359 test-auc:0.818484±0.006026 
[8102]  train-auc:0.877462±0.002359 test-auc:0.818483±0.006026 
[8103]  train-auc:0.877464±0.002359 test-auc:0.818485±0.006029 
[8104]  train-auc:0.877469±0.002360 test-auc:0.818492±0.006025 
[8105]  train-auc:0.877471±0.002359 test-auc:0.818491±0.006021 
[8106]  train-auc:0.877473±0.002358 test-auc:0.818493±0.006018 
[8107]  train-auc:0.877475±0.002356 test-auc:0.818492±0.006023 
[8108]  train-auc:0.877479±0.002358 test-auc:0.818489±0.006026 
[8109]  train-auc:0.877482±0.002359 test-auc:0.818486±0.006029 
[8110]  train-auc:0.877488±0.002360 test-auc:0.818489±0.006032 
[8111]  train-auc:0.877491±0.002359 test-auc:0.818489±0.006036 
[8112]  train-auc:0.877497±0.002357 test-auc:0.818488±0.006035 
[8113]  train-auc:0.877501±0.002355 test-auc:0.818491±0.006039 
[8114]  train-auc:0.877505±0.002355 test-auc:0.818498±0.006038 
[8115]  train-auc:0.877511±0.002353 test-auc:0.818496±0.006036 
[8116]  train-auc:0.877520±0.002356 test-auc:0.818497±0.006029 
[8117]  train-auc:0.877523±0.002357 test-auc:0.818496±0.006025 
[8118]  train-auc:0.877528±0.002357 test-auc:0.818502±0.006018 
[8119]  train-auc:0.877530±0.002357 test-auc:0.818503±0.006011 
[8120]  train-auc:0.877533±0.002359 test-auc:0.818508±0.006011 
[8121]  train-auc:0.877536±0.002360 test-auc:0.818506±0.006007 
[8122]  train-auc:0.877540±0.002357 test-auc:0.818515±0.006013 
[8123]  train-auc:0.877544±0.002359 test-auc:0.818511±0.006014 
[8124]  train-auc:0.877548±0.002359 test-auc:0.818516±0.006011 
[8125]  train-auc:0.877551±0.002360 test-auc:0.818514±0.006016 
[8126]  train-auc:0.877555±0.002358 test-auc:0.818518±0.006014 
[8127]  train-auc:0.877559±0.002359 test-auc:0.818521±0.006019 
[8128]  train-auc:0.877566±0.002360 test-auc:0.818520±0.006021 
[8129]  train-auc:0.877570±0.002362 test-auc:0.818528±0.006021 
[8130]  train-auc:0.877575±0.002363 test-auc:0.818525±0.006018 
[8131]  train-auc:0.877581±0.002363 test-auc:0.818527±0.006012 
[8132]  train-auc:0.877586±0.002361 test-auc:0.818526±0.006015 
[8133]  train-auc:0.877590±0.002364 test-auc:0.818526±0.006019 
[8134]  train-auc:0.877593±0.002366 test-auc:0.818525±0.006019 
[8135]  train-auc:0.877597±0.002366 test-auc:0.818535±0.006018 
[8136]  train-auc:0.877600±0.002366 test-auc:0.818533±0.006017 
[8137]  train-auc:0.877604±0.002364 test-auc:0.818534±0.006019 
[8138]  train-auc:0.877609±0.002367 test-auc:0.818534±0.006021 
[8139]  train-auc:0.877611±0.002368 test-auc:0.818538±0.006021 
[8140]  train-auc:0.877615±0.002369 test-auc:0.818546±0.006011 
[8141]  train-auc:0.877618±0.002370 test-auc:0.818549±0.006011 
[8142]  train-auc:0.877622±0.002370 test-auc:0.818554±0.006005 
[8143]  train-auc:0.877624±0.002372 test-auc:0.818555±0.006006 
[8144]  train-auc:0.877627±0.002374 test-auc:0.818555±0.006007 
[8145]  train-auc:0.877629±0.002374 test-auc:0.818561±0.006010 
[8146]  train-auc:0.877632±0.002376 test-auc:0.818564±0.006009 
[8147]  train-auc:0.877635±0.002376 test-auc:0.818567±0.006003 
[8148]  train-auc:0.877638±0.002376 test-auc:0.818570±0.006001 
[8149]  train-auc:0.877640±0.002377 test-auc:0.818574±0.006001 
[8150]  train-auc:0.877644±0.002377 test-auc:0.818573±0.006005 
[8151]  train-auc:0.877646±0.002378 test-auc:0.818579±0.006001 
[8152]  train-auc:0.877648±0.002379 test-auc:0.818579±0.006001 
[8153]  train-auc:0.877650±0.002379 test-auc:0.818581±0.006007 
[8154]  train-auc:0.877655±0.002380 test-auc:0.818579±0.006006 
[8155]  train-auc:0.877657±0.002381 test-auc:0.818583±0.006009 
[8156]  train-auc:0.877661±0.002380 test-auc:0.818585±0.006013 
[8157]  train-auc:0.877665±0.002380 test-auc:0.818592±0.006011 
[8158]  train-auc:0.877669±0.002379 test-auc:0.818602±0.006005 
[8159]  train-auc:0.877673±0.002381 test-auc:0.818607±0.006006 
[8160]  train-auc:0.877677±0.002380 test-auc:0.818606±0.006004 
[8161]  train-auc:0.877679±0.002381 test-auc:0.818606±0.006004 
[8162]  train-auc:0.877683±0.002382 test-auc:0.818606±0.006004 
[8163]  train-auc:0.877687±0.002383 test-auc:0.818613±0.006000 
[8164]  train-auc:0.877693±0.002383 test-auc:0.818619±0.005994 
[8165]  train-auc:0.877697±0.002384 test-auc:0.818617±0.005999 
[8166]  train-auc:0.877702±0.002388 test-auc:0.818619±0.005993 
[8167]  train-auc:0.877705±0.002388 test-auc:0.818620±0.005998 
[8168]  train-auc:0.877707±0.002390 test-auc:0.818618±0.005995 
[8169]  train-auc:0.877710±0.002388 test-auc:0.818620±0.005994 
[8170]  train-auc:0.877714±0.002388 test-auc:0.818618±0.005996 
[8171]  train-auc:0.877714±0.002386 test-auc:0.818617±0.006003 
[8172]  train-auc:0.877717±0.002387 test-auc:0.818617±0.005999 
[8173]  train-auc:0.877718±0.002387 test-auc:0.818615±0.006002 
[8174]  train-auc:0.877721±0.002388 test-auc:0.818614±0.006004 
[8175]  train-auc:0.877725±0.002391 test-auc:0.818618±0.006003 
[8176]  train-auc:0.877730±0.002391 test-auc:0.818616±0.006002 
[8177]  train-auc:0.877733±0.002390 test-auc:0.818621±0.006007 
[8178]  train-auc:0.877737±0.002392 test-auc:0.818618±0.006009 
[8179]  train-auc:0.877741±0.002394 test-auc:0.818617±0.006005 
[8180]  train-auc:0.877742±0.002393 test-auc:0.818615±0.006007 
[8181]  train-auc:0.877744±0.002394 test-auc:0.818620±0.006004 
[8182]  train-auc:0.877746±0.002395 test-auc:0.818621±0.006007 
[8183]  train-auc:0.877750±0.002393 test-auc:0.818628±0.006004 
[8184]  train-auc:0.877753±0.002393 test-auc:0.818629±0.006004 
[8185]  train-auc:0.877756±0.002394 test-auc:0.818631±0.006007 
[8186]  train-auc:0.877759±0.002394 test-auc:0.818634±0.006009 
[8187]  train-auc:0.877763±0.002394 test-auc:0.818640±0.006010 
[8188]  train-auc:0.877764±0.002395 test-auc:0.818638±0.006010 
[8189]  train-auc:0.877767±0.002395 test-auc:0.818635±0.006012 
[8190]  train-auc:0.877768±0.002396 test-auc:0.818640±0.006007 
[8191]  train-auc:0.877772±0.002396 test-auc:0.818640±0.006009 
[8192]  train-auc:0.877774±0.002396 test-auc:0.818635±0.006007 
[8193]  train-auc:0.877775±0.002396 test-auc:0.818639±0.006004 
[8194]  train-auc:0.877779±0.002396 test-auc:0.818644±0.006006 
[8195]  train-auc:0.877782±0.002395 test-auc:0.818652±0.006006 
[8196]  train-auc:0.877785±0.002395 test-auc:0.818656±0.006001 
[8197]  train-auc:0.877789±0.002394 test-auc:0.818658±0.006011 
[8198]  train-auc:0.877792±0.002393 test-auc:0.818654±0.006006 
[8199]  train-auc:0.877796±0.002394 test-auc:0.818657±0.006011 
[8200]  train-auc:0.877798±0.002396 test-auc:0.818652±0.006011 
[8201]  train-auc:0.877799±0.002395 test-auc:0.818655±0.006013 
[8202]  train-auc:0.877801±0.002394 test-auc:0.818657±0.006014 
[8203]  train-auc:0.877803±0.002393 test-auc:0.818656±0.006007 
[8204]  train-auc:0.877808±0.002395 test-auc:0.818648±0.006010 
[8205]  train-auc:0.877811±0.002396 test-auc:0.818647±0.006007 
[8206]  train-auc:0.877818±0.002397 test-auc:0.818652±0.006002 
[8207]  train-auc:0.877822±0.002399 test-auc:0.818655±0.006004 
[8208]  train-auc:0.877824±0.002400 test-auc:0.818654±0.005999 
[8209]  train-auc:0.877826±0.002400 test-auc:0.818654±0.006002 
[8210]  train-auc:0.877829±0.002400 test-auc:0.818656±0.006001 
[8211]  train-auc:0.877829±0.002399 test-auc:0.818656±0.006004 
[8212]  train-auc:0.877832±0.002399 test-auc:0.818654±0.005997 
[8213]  train-auc:0.877836±0.002400 test-auc:0.818653±0.006002 
[8214]  train-auc:0.877838±0.002400 test-auc:0.818651±0.006006 
[8215]  train-auc:0.877843±0.002401 test-auc:0.818653±0.005996 
[8216]  train-auc:0.877845±0.002402 test-auc:0.818658±0.005994 
[8217]  train-auc:0.877850±0.002402 test-auc:0.818662±0.005994 
[8218]  train-auc:0.877851±0.002401 test-auc:0.818663±0.005997 
[8219]  train-auc:0.877854±0.002402 test-auc:0.818667±0.005995 
[8220]  train-auc:0.877856±0.002403 test-auc:0.818670±0.005996 
[8221]  train-auc:0.877859±0.002401 test-auc:0.818669±0.005998 
[8222]  train-auc:0.877861±0.002402 test-auc:0.818668±0.006001 
[8223]  train-auc:0.877866±0.002402 test-auc:0.818678±0.005999 
[8224]  train-auc:0.877869±0.002404 test-auc:0.818680±0.005997 
[8225]  train-auc:0.877871±0.002405 test-auc:0.818683±0.005989 
[8226]  train-auc:0.877874±0.002404 test-auc:0.818681±0.005991 
[8227]  train-auc:0.877877±0.002404 test-auc:0.818682±0.005990 
[8228]  train-auc:0.877880±0.002404 test-auc:0.818688±0.005994 
[8229]  train-auc:0.877885±0.002405 test-auc:0.818690±0.005995 
[8230]  train-auc:0.877891±0.002405 test-auc:0.818697±0.005990 
[8231]  train-auc:0.877893±0.002407 test-auc:0.818699±0.005986 
[8232]  train-auc:0.877896±0.002407 test-auc:0.818699±0.005979 
[8233]  train-auc:0.877899±0.002408 test-auc:0.818695±0.005976 
[8234]  train-auc:0.877902±0.002408 test-auc:0.818697±0.005983 
[8235]  train-auc:0.877907±0.002408 test-auc:0.818706±0.005975 
[8236]  train-auc:0.877908±0.002408 test-auc:0.818708±0.005980 
[8237]  train-auc:0.877910±0.002408 test-auc:0.818708±0.005980 
[8238]  train-auc:0.877913±0.002408 test-auc:0.818710±0.005977 
[8239]  train-auc:0.877917±0.002406 test-auc:0.818710±0.005968 
[8240]  train-auc:0.877920±0.002407 test-auc:0.818706±0.005970 
[8241]  train-auc:0.877924±0.002407 test-auc:0.818711±0.005966 
[8242]  train-auc:0.877927±0.002407 test-auc:0.818717±0.005964 
[8243]  train-auc:0.877929±0.002408 test-auc:0.818723±0.005970 
[8244]  train-auc:0.877931±0.002409 test-auc:0.818722±0.005971 
[8245]  train-auc:0.877934±0.002410 test-auc:0.818720±0.005966 
[8246]  train-auc:0.877936±0.002410 test-auc:0.818715±0.005965 
[8247]  train-auc:0.877939±0.002409 test-auc:0.818715±0.005967 
[8248]  train-auc:0.877940±0.002409 test-auc:0.818718±0.005963 
[8249]  train-auc:0.877945±0.002407 test-auc:0.818724±0.005958 
[8250]  train-auc:0.877947±0.002406 test-auc:0.818720±0.005957 
[8251]  train-auc:0.877950±0.002408 test-auc:0.818720±0.005958 
[8252]  train-auc:0.877953±0.002407 test-auc:0.818717±0.005960 
[8253]  train-auc:0.877954±0.002406 test-auc:0.818720±0.005967 
[8254]  train-auc:0.877955±0.002407 test-auc:0.818726±0.005965 
[8255]  train-auc:0.877957±0.002407 test-auc:0.818727±0.005965 
[8256]  train-auc:0.877959±0.002408 test-auc:0.818723±0.005967 
[8257]  train-auc:0.877963±0.002407 test-auc:0.818727±0.005970 
[8258]  train-auc:0.877966±0.002406 test-auc:0.818727±0.005968 
[8259]  train-auc:0.877970±0.002406 test-auc:0.818728±0.005967 
[8260]  train-auc:0.877973±0.002406 test-auc:0.818734±0.005966 
[8261]  train-auc:0.877976±0.002406 test-auc:0.818737±0.005971 
[8262]  train-auc:0.877979±0.002407 test-auc:0.818735±0.005979 
[8263]  train-auc:0.877981±0.002407 test-auc:0.818732±0.005976 
[8264]  train-auc:0.877984±0.002407 test-auc:0.818736±0.005973 
[8265]  train-auc:0.877986±0.002406 test-auc:0.818743±0.005962 
[8266]  train-auc:0.877989±0.002407 test-auc:0.818743±0.005958 
[8267]  train-auc:0.877991±0.002406 test-auc:0.818747±0.005964 
[8268]  train-auc:0.877993±0.002406 test-auc:0.818749±0.005966 
[8269]  train-auc:0.877996±0.002407 test-auc:0.818750±0.005962 
[8270]  train-auc:0.877998±0.002409 test-auc:0.818756±0.005965 
[8271]  train-auc:0.878000±0.002409 test-auc:0.818758±0.005961 
[8272]  train-auc:0.878003±0.002409 test-auc:0.818760±0.005957 
[8273]  train-auc:0.878005±0.002410 test-auc:0.818762±0.005957 
[8274]  train-auc:0.878007±0.002411 test-auc:0.818761±0.005963 
[8275]  train-auc:0.878010±0.002413 test-auc:0.818760±0.005969 
[8276]  train-auc:0.878014±0.002413 test-auc:0.818762±0.005964 
[8277]  train-auc:0.878015±0.002412 test-auc:0.818760±0.005964 
[8278]  train-auc:0.878019±0.002410 test-auc:0.818758±0.005959 
[8279]  train-auc:0.878022±0.002410 test-auc:0.818757±0.005959 
[8280]  train-auc:0.878026±0.002409 test-auc:0.818755±0.005961 
[8281]  train-auc:0.878027±0.002409 test-auc:0.818757±0.005956 
[8282]  train-auc:0.878032±0.002410 test-auc:0.818761±0.005953 
[8283]  train-auc:0.878035±0.002409 test-auc:0.818768±0.005956 
[8284]  train-auc:0.878036±0.002408 test-auc:0.818767±0.005957 
[8285]  train-auc:0.878039±0.002409 test-auc:0.818770±0.005952 
[8286]  train-auc:0.878040±0.002408 test-auc:0.818770±0.005957 
[8287]  train-auc:0.878044±0.002409 test-auc:0.818768±0.005959 
[8288]  train-auc:0.878046±0.002408 test-auc:0.818768±0.005968 
[8289]  train-auc:0.878048±0.002411 test-auc:0.818775±0.005970 
[8290]  train-auc:0.878052±0.002409 test-auc:0.818778±0.005965 
[8291]  train-auc:0.878055±0.002407 test-auc:0.818777±0.005968 
[8292]  train-auc:0.878057±0.002406 test-auc:0.818775±0.005968 
[8293]  train-auc:0.878061±0.002404 test-auc:0.818773±0.005967 
[8294]  train-auc:0.878063±0.002404 test-auc:0.818775±0.005962 
[8295]  train-auc:0.878069±0.002401 test-auc:0.818776±0.005968 
[8296]  train-auc:0.878071±0.002402 test-auc:0.818772±0.005972 
[8297]  train-auc:0.878071±0.002401 test-auc:0.818768±0.005974 
[8298]  train-auc:0.878075±0.002402 test-auc:0.818771±0.005973 
[8299]  train-auc:0.878078±0.002402 test-auc:0.818773±0.005976 
[8300]  train-auc:0.878081±0.002403 test-auc:0.818773±0.005980 
[8301]  train-auc:0.878082±0.002403 test-auc:0.818771±0.005981 
[8302]  train-auc:0.878086±0.002404 test-auc:0.818772±0.005978 
[8303]  train-auc:0.878090±0.002403 test-auc:0.818775±0.005982 
[8304]  train-auc:0.878093±0.002403 test-auc:0.818785±0.005977 
[8305]  train-auc:0.878096±0.002402 test-auc:0.818785±0.005969 
[8306]  train-auc:0.878100±0.002401 test-auc:0.818786±0.005970 
[8307]  train-auc:0.878101±0.002402 test-auc:0.818788±0.005966 
[8308]  train-auc:0.878105±0.002402 test-auc:0.818795±0.005964 
[8309]  train-auc:0.878110±0.002402 test-auc:0.818793±0.005973 
[8310]  train-auc:0.878112±0.002402 test-auc:0.818795±0.005969 
[8311]  train-auc:0.878115±0.002402 test-auc:0.818798±0.005973 
[8312]  train-auc:0.878116±0.002403 test-auc:0.818799±0.005973 
[8313]  train-auc:0.878118±0.002403 test-auc:0.818797±0.005970 
[8314]  train-auc:0.878121±0.002403 test-auc:0.818798±0.005966 
[8315]  train-auc:0.878124±0.002403 test-auc:0.818804±0.005962 
[8316]  train-auc:0.878126±0.002403 test-auc:0.818800±0.005964 
[8317]  train-auc:0.878128±0.002403 test-auc:0.818800±0.005961 
[8318]  train-auc:0.878131±0.002402 test-auc:0.818801±0.005957 
[8319]  train-auc:0.878134±0.002402 test-auc:0.818803±0.005957 
[8320]  train-auc:0.878138±0.002401 test-auc:0.818812±0.005963 
[8321]  train-auc:0.878139±0.002401 test-auc:0.818813±0.005961 
[8322]  train-auc:0.878143±0.002401 test-auc:0.818818±0.005963 
[8323]  train-auc:0.878146±0.002400 test-auc:0.818814±0.005970 
[8324]  train-auc:0.878148±0.002402 test-auc:0.818818±0.005964 
[8325]  train-auc:0.878152±0.002405 test-auc:0.818820±0.005954 
[8326]  train-auc:0.878158±0.002407 test-auc:0.818825±0.005954 
[8327]  train-auc:0.878162±0.002406 test-auc:0.818827±0.005957 
[8328]  train-auc:0.878165±0.002409 test-auc:0.818831±0.005963 
[8329]  train-auc:0.878167±0.002410 test-auc:0.818834±0.005951 
[8330]  train-auc:0.878172±0.002411 test-auc:0.818842±0.005958 
[8331]  train-auc:0.878173±0.002411 test-auc:0.818844±0.005961 
[8332]  train-auc:0.878176±0.002413 test-auc:0.818850±0.005965 
[8333]  train-auc:0.878179±0.002412 test-auc:0.818851±0.005960 
[8334]  train-auc:0.878180±0.002411 test-auc:0.818851±0.005956 
[8335]  train-auc:0.878184±0.002409 test-auc:0.818848±0.005957 
[8336]  train-auc:0.878187±0.002409 test-auc:0.818848±0.005961 
[8337]  train-auc:0.878188±0.002410 test-auc:0.818850±0.005956 
[8338]  train-auc:0.878190±0.002411 test-auc:0.818849±0.005966 
[8339]  train-auc:0.878196±0.002413 test-auc:0.818851±0.005978 
[8340]  train-auc:0.878198±0.002413 test-auc:0.818852±0.005979 
[8341]  train-auc:0.878202±0.002413 test-auc:0.818852±0.005981 
[8342]  train-auc:0.878206±0.002414 test-auc:0.818854±0.005979 
[8343]  train-auc:0.878210±0.002413 test-auc:0.818859±0.005977 
[8344]  train-auc:0.878214±0.002415 test-auc:0.818864±0.005961 
[8345]  train-auc:0.878215±0.002415 test-auc:0.818867±0.005962 
[8346]  train-auc:0.878218±0.002417 test-auc:0.818866±0.005962 
[8347]  train-auc:0.878219±0.002418 test-auc:0.818862±0.005963 
[8348]  train-auc:0.878222±0.002418 test-auc:0.818862±0.005962 
[8349]  train-auc:0.878227±0.002416 test-auc:0.818868±0.005957 
[8350]  train-auc:0.878229±0.002417 test-auc:0.818877±0.005960 
[8351]  train-auc:0.878231±0.002418 test-auc:0.818879±0.005956 
[8352]  train-auc:0.878234±0.002421 test-auc:0.818880±0.005958 
[8353]  train-auc:0.878237±0.002420 test-auc:0.818880±0.005962 
[8354]  train-auc:0.878238±0.002420 test-auc:0.818880±0.005960 
[8355]  train-auc:0.878240±0.002421 test-auc:0.818882±0.005954 
[8356]  train-auc:0.878244±0.002423 test-auc:0.818881±0.005955 
[8357]  train-auc:0.878245±0.002423 test-auc:0.818883±0.005957 
[8358]  train-auc:0.878247±0.002423 test-auc:0.818892±0.005953 
[8359]  train-auc:0.878252±0.002420 test-auc:0.818899±0.005952 
[8360]  train-auc:0.878254±0.002419 test-auc:0.818902±0.005953 
[8361]  train-auc:0.878257±0.002421 test-auc:0.818903±0.005952 
[8362]  train-auc:0.878263±0.002419 test-auc:0.818905±0.005955 
[8363]  train-auc:0.878268±0.002420 test-auc:0.818909±0.005948 
[8364]  train-auc:0.878269±0.002422 test-auc:0.818911±0.005949 
[8365]  train-auc:0.878272±0.002424 test-auc:0.818914±0.005943 
[8366]  train-auc:0.878276±0.002425 test-auc:0.818915±0.005949 
[8367]  train-auc:0.878280±0.002425 test-auc:0.818913±0.005950 
[8368]  train-auc:0.878282±0.002426 test-auc:0.818914±0.005953 
[8369]  train-auc:0.878284±0.002426 test-auc:0.818918±0.005950 
[8370]  train-auc:0.878289±0.002427 test-auc:0.818917±0.005959 
[8371]  train-auc:0.878295±0.002428 test-auc:0.818921±0.005957 
[8372]  train-auc:0.878302±0.002429 test-auc:0.818925±0.005956 
[8373]  train-auc:0.878305±0.002428 test-auc:0.818920±0.005953 
[8374]  train-auc:0.878308±0.002431 test-auc:0.818923±0.005950 
[8375]  train-auc:0.878311±0.002430 test-auc:0.818926±0.005949 
[8376]  train-auc:0.878316±0.002433 test-auc:0.818922±0.005948 
[8377]  train-auc:0.878319±0.002436 test-auc:0.818926±0.005946 
[8378]  train-auc:0.878321±0.002435 test-auc:0.818930±0.005950 
[8379]  train-auc:0.878326±0.002436 test-auc:0.818936±0.005939 
[8380]  train-auc:0.878329±0.002436 test-auc:0.818939±0.005942 
[8381]  train-auc:0.878330±0.002437 test-auc:0.818942±0.005942 
[8382]  train-auc:0.878333±0.002436 test-auc:0.818944±0.005944 
[8383]  train-auc:0.878339±0.002436 test-auc:0.818933±0.005954 
[8384]  train-auc:0.878340±0.002437 test-auc:0.818932±0.005953 
[8385]  train-auc:0.878345±0.002438 test-auc:0.818931±0.005955 
[8386]  train-auc:0.878349±0.002441 test-auc:0.818935±0.005956 
[8387]  train-auc:0.878351±0.002441 test-auc:0.818936±0.005957 
[8388]  train-auc:0.878355±0.002440 test-auc:0.818942±0.005957 
[8389]  train-auc:0.878358±0.002440 test-auc:0.818947±0.005960 
[8390]  train-auc:0.878359±0.002439 test-auc:0.818950±0.005957 
[8391]  train-auc:0.878362±0.002439 test-auc:0.818953±0.005965 
[8392]  train-auc:0.878366±0.002438 test-auc:0.818954±0.005968 
[8393]  train-auc:0.878367±0.002438 test-auc:0.818956±0.005968 
[8394]  train-auc:0.878371±0.002441 test-auc:0.818956±0.005970 
[8395]  train-auc:0.878373±0.002441 test-auc:0.818957±0.005972 
[8396]  train-auc:0.878375±0.002441 test-auc:0.818958±0.005968 
[8397]  train-auc:0.878379±0.002444 test-auc:0.818962±0.005972 
[8398]  train-auc:0.878383±0.002444 test-auc:0.818967±0.005964 
[8399]  train-auc:0.878386±0.002445 test-auc:0.818971±0.005963 
[8400]  train-auc:0.878393±0.002450 test-auc:0.818970±0.005965 
[8401]  train-auc:0.878395±0.002449 test-auc:0.818974±0.005966 
[8402]  train-auc:0.878398±0.002451 test-auc:0.818979±0.005965 
[8403]  train-auc:0.878401±0.002449 test-auc:0.818975±0.005966 
[8404]  train-auc:0.878405±0.002450 test-auc:0.818976±0.005965 
[8405]  train-auc:0.878413±0.002453 test-auc:0.818974±0.005962 
[8406]  train-auc:0.878415±0.002454 test-auc:0.818975±0.005960 
[8407]  train-auc:0.878420±0.002455 test-auc:0.818984±0.005950 
[8408]  train-auc:0.878426±0.002456 test-auc:0.818983±0.005957 
[8409]  train-auc:0.878429±0.002456 test-auc:0.818986±0.005961 
[8410]  train-auc:0.878432±0.002456 test-auc:0.818993±0.005966 
[8411]  train-auc:0.878434±0.002456 test-auc:0.818996±0.005966 
[8412]  train-auc:0.878436±0.002456 test-auc:0.819005±0.005962 
[8413]  train-auc:0.878442±0.002459 test-auc:0.819008±0.005962 
[8414]  train-auc:0.878445±0.002460 test-auc:0.819008±0.005964 
[8415]  train-auc:0.878449±0.002461 test-auc:0.819006±0.005966 
[8416]  train-auc:0.878454±0.002464 test-auc:0.819005±0.005968 
[8417]  train-auc:0.878459±0.002466 test-auc:0.819003±0.005972 
[8418]  train-auc:0.878461±0.002468 test-auc:0.819006±0.005971 
[8419]  train-auc:0.878464±0.002468 test-auc:0.819002±0.005974 
[8420]  train-auc:0.878470±0.002471 test-auc:0.819010±0.005982 
[8421]  train-auc:0.878474±0.002471 test-auc:0.819009±0.005977 
[8422]  train-auc:0.878476±0.002471 test-auc:0.819014±0.005981 
[8423]  train-auc:0.878480±0.002473 test-auc:0.819009±0.005982 
[8424]  train-auc:0.878484±0.002475 test-auc:0.819016±0.005982 
[8425]  train-auc:0.878486±0.002476 test-auc:0.819013±0.005982 
[8426]  train-auc:0.878489±0.002475 test-auc:0.819021±0.005984 
[8427]  train-auc:0.878493±0.002476 test-auc:0.819023±0.005983 
[8428]  train-auc:0.878498±0.002475 test-auc:0.819024±0.005976 
[8429]  train-auc:0.878499±0.002476 test-auc:0.819030±0.005984 
[8430]  train-auc:0.878503±0.002478 test-auc:0.819033±0.005981 
[8431]  train-auc:0.878506±0.002479 test-auc:0.819032±0.005976 
[8432]  train-auc:0.878509±0.002478 test-auc:0.819035±0.005973 
[8433]  train-auc:0.878511±0.002478 test-auc:0.819032±0.005977 
[8434]  train-auc:0.878514±0.002477 test-auc:0.819034±0.005980 
[8435]  train-auc:0.878516±0.002478 test-auc:0.819034±0.005985 
[8436]  train-auc:0.878516±0.002478 test-auc:0.819037±0.005979 
[8437]  train-auc:0.878518±0.002479 test-auc:0.819033±0.005982 
[8438]  train-auc:0.878519±0.002479 test-auc:0.819035±0.005986 
[8439]  train-auc:0.878523±0.002481 test-auc:0.819033±0.005990 
[8440]  train-auc:0.878526±0.002478 test-auc:0.819028±0.005996 
[8441]  train-auc:0.878529±0.002477 test-auc:0.819024±0.006000 
[8442]  train-auc:0.878531±0.002478 test-auc:0.819028±0.005999 
[8443]  train-auc:0.878533±0.002479 test-auc:0.819033±0.005995 
[8444]  train-auc:0.878535±0.002481 test-auc:0.819037±0.005987 
[8445]  train-auc:0.878538±0.002482 test-auc:0.819034±0.005985 
[8446]  train-auc:0.878541±0.002483 test-auc:0.819040±0.005985 
[8447]  train-auc:0.878541±0.002484 test-auc:0.819047±0.005987 
[8448]  train-auc:0.878544±0.002486 test-auc:0.819046±0.005995 
[8449]  train-auc:0.878548±0.002486 test-auc:0.819047±0.005997 
[8450]  train-auc:0.878550±0.002486 test-auc:0.819048±0.005999 
[8451]  train-auc:0.878551±0.002486 test-auc:0.819048±0.005992 
[8452]  train-auc:0.878557±0.002491 test-auc:0.819055±0.005993 
[8453]  train-auc:0.878560±0.002489 test-auc:0.819056±0.005996 
[8454]  train-auc:0.878566±0.002493 test-auc:0.819056±0.005994 
[8455]  train-auc:0.878569±0.002493 test-auc:0.819056±0.005991 
[8456]  train-auc:0.878576±0.002494 test-auc:0.819058±0.005988 
[8457]  train-auc:0.878579±0.002496 test-auc:0.819057±0.005995 
[8458]  train-auc:0.878582±0.002498 test-auc:0.819051±0.006005 
[8459]  train-auc:0.878584±0.002496 test-auc:0.819055±0.006006 
[8460]  train-auc:0.878588±0.002496 test-auc:0.819060±0.006014 
[8461]  train-auc:0.878588±0.002496 test-auc:0.819063±0.006017 
[8462]  train-auc:0.878593±0.002499 test-auc:0.819067±0.006027 
[8463]  train-auc:0.878597±0.002498 test-auc:0.819069±0.006027 
[8464]  train-auc:0.878601±0.002499 test-auc:0.819071±0.006027 
[8465]  train-auc:0.878605±0.002500 test-auc:0.819069±0.006027 
[8466]  train-auc:0.878608±0.002503 test-auc:0.819071±0.006029 
[8467]  train-auc:0.878612±0.002504 test-auc:0.819072±0.006033 
[8468]  train-auc:0.878616±0.002505 test-auc:0.819071±0.006031 
[8469]  train-auc:0.878617±0.002506 test-auc:0.819068±0.006032 
[8470]  train-auc:0.878619±0.002509 test-auc:0.819077±0.006027 
[8471]  train-auc:0.878622±0.002509 test-auc:0.819081±0.006029 
[8472]  train-auc:0.878627±0.002511 test-auc:0.819082±0.006033 
[8473]  train-auc:0.878629±0.002510 test-auc:0.819087±0.006034 
[8474]  train-auc:0.878631±0.002509 test-auc:0.819086±0.006028 
[8475]  train-auc:0.878632±0.002509 test-auc:0.819087±0.006030 
[8476]  train-auc:0.878634±0.002510 test-auc:0.819094±0.006031 
[8477]  train-auc:0.878637±0.002510 test-auc:0.819095±0.006029 
[8478]  train-auc:0.878640±0.002511 test-auc:0.819091±0.006032 
[8479]  train-auc:0.878644±0.002513 test-auc:0.819090±0.006031 
[8480]  train-auc:0.878645±0.002513 test-auc:0.819091±0.006026 
[8481]  train-auc:0.878646±0.002513 test-auc:0.819089±0.006028 
[8482]  train-auc:0.878649±0.002514 test-auc:0.819096±0.006027 
[8483]  train-auc:0.878653±0.002514 test-auc:0.819102±0.006030 
[8484]  train-auc:0.878656±0.002512 test-auc:0.819100±0.006038 
[8485]  train-auc:0.878661±0.002512 test-auc:0.819100±0.006036 
[8486]  train-auc:0.878663±0.002511 test-auc:0.819105±0.006033 
[8487]  train-auc:0.878664±0.002511 test-auc:0.819103±0.006033 
[8488]  train-auc:0.878665±0.002511 test-auc:0.819100±0.006031 
[8489]  train-auc:0.878668±0.002510 test-auc:0.819099±0.006031 
[8490]  train-auc:0.878670±0.002510 test-auc:0.819094±0.006020 
[8491]  train-auc:0.878674±0.002511 test-auc:0.819101±0.006024 
[8492]  train-auc:0.878676±0.002511 test-auc:0.819107±0.006026 
[8493]  train-auc:0.878681±0.002514 test-auc:0.819101±0.006030 
[8494]  train-auc:0.878688±0.002517 test-auc:0.819109±0.006029 
[8495]  train-auc:0.878691±0.002520 test-auc:0.819106±0.006038 
[8496]  train-auc:0.878695±0.002521 test-auc:0.819105±0.006036 
[8497]  train-auc:0.878700±0.002522 test-auc:0.819107±0.006036 
[8498]  train-auc:0.878704±0.002524 test-auc:0.819109±0.006029 
[8499]  train-auc:0.878708±0.002527 test-auc:0.819110±0.006031 
[8500]  train-auc:0.878711±0.002528 test-auc:0.819111±0.006026 
[8501]  train-auc:0.878715±0.002529 test-auc:0.819110±0.006021 
[8502]  train-auc:0.878719±0.002532 test-auc:0.819111±0.006024 
[8503]  train-auc:0.878722±0.002533 test-auc:0.819117±0.006025 
[8504]  train-auc:0.878726±0.002534 test-auc:0.819118±0.006028 
[8505]  train-auc:0.878732±0.002536 test-auc:0.819121±0.006025 
[8506]  train-auc:0.878734±0.002538 test-auc:0.819120±0.006031 
[8507]  train-auc:0.878739±0.002539 test-auc:0.819121±0.006035 
[8508]  train-auc:0.878745±0.002542 test-auc:0.819124±0.006042 
[8509]  train-auc:0.878750±0.002544 test-auc:0.819122±0.006035 
[8510]  train-auc:0.878753±0.002545 test-auc:0.819124±0.006037 
[8511]  train-auc:0.878755±0.002546 test-auc:0.819118±0.006034 
[8512]  train-auc:0.878759±0.002545 test-auc:0.819126±0.006029 
[8513]  train-auc:0.878763±0.002545 test-auc:0.819123±0.006026 
[8514]  train-auc:0.878766±0.002546 test-auc:0.819127±0.006028 
[8515]  train-auc:0.878769±0.002548 test-auc:0.819122±0.006029 
[8516]  train-auc:0.878770±0.002550 test-auc:0.819122±0.006027 
[8517]  train-auc:0.878777±0.002551 test-auc:0.819119±0.006037 
[8518]  train-auc:0.878781±0.002550 test-auc:0.819125±0.006046 
[8519]  train-auc:0.878783±0.002552 test-auc:0.819129±0.006033 
[8520]  train-auc:0.878787±0.002551 test-auc:0.819132±0.006038 
[8521]  train-auc:0.878790±0.002552 test-auc:0.819137±0.006029 
[8522]  train-auc:0.878794±0.002554 test-auc:0.819128±0.006033 
[8523]  train-auc:0.878798±0.002556 test-auc:0.819128±0.006029 
[8524]  train-auc:0.878804±0.002557 test-auc:0.819120±0.006023 
[8525]  train-auc:0.878806±0.002557 test-auc:0.819120±0.006025 
[8526]  train-auc:0.878811±0.002559 test-auc:0.819117±0.006030 
[8527]  train-auc:0.878814±0.002561 test-auc:0.819121±0.006034 
[8528]  train-auc:0.878816±0.002563 test-auc:0.819123±0.006029 
[8529]  train-auc:0.878821±0.002567 test-auc:0.819118±0.006032 
[8530]  train-auc:0.878823±0.002568 test-auc:0.819121±0.006037 
[8531]  train-auc:0.878825±0.002571 test-auc:0.819114±0.006044 
[8532]  train-auc:0.878827±0.002570 test-auc:0.819113±0.006044 
[8533]  train-auc:0.878829±0.002570 test-auc:0.819107±0.006043 
[8534]  train-auc:0.878833±0.002572 test-auc:0.819102±0.006045 
[8535]  train-auc:0.878834±0.002572 test-auc:0.819100±0.006041 
[8536]  train-auc:0.878839±0.002574 test-auc:0.819098±0.006046 
[8537]  train-auc:0.878842±0.002576 test-auc:0.819102±0.006045 
[8538]  train-auc:0.878845±0.002578 test-auc:0.819101±0.006050 
[8539]  train-auc:0.878850±0.002578 test-auc:0.819099±0.006050 
[8540]  train-auc:0.878856±0.002580 test-auc:0.819103±0.006047 
[8541]  train-auc:0.878862±0.002582 test-auc:0.819107±0.006050 
[8542]  train-auc:0.878865±0.002583 test-auc:0.819106±0.006044 
[8543]  train-auc:0.878871±0.002581 test-auc:0.819101±0.006043 
[8544]  train-auc:0.878876±0.002579 test-auc:0.819112±0.006032 
[8545]  train-auc:0.878878±0.002579 test-auc:0.819116±0.006029 
[8546]  train-auc:0.878882±0.002581 test-auc:0.819112±0.006027 
[8547]  train-auc:0.878888±0.002587 test-auc:0.819114±0.006032 
[8548]  train-auc:0.878891±0.002589 test-auc:0.819115±0.006030 
[8549]  train-auc:0.878895±0.002591 test-auc:0.819114±0.006031 
[8550]  train-auc:0.878896±0.002591 test-auc:0.819116±0.006027 
[8551]  train-auc:0.878899±0.002591 test-auc:0.819119±0.006030 
[8552]  train-auc:0.878904±0.002594 test-auc:0.819118±0.006026 
[8553]  train-auc:0.878907±0.002594 test-auc:0.819117±0.006026 
[8554]  train-auc:0.878909±0.002593 test-auc:0.819113±0.006027 
[8555]  train-auc:0.878915±0.002593 test-auc:0.819106±0.006029 
[8556]  train-auc:0.878917±0.002593 test-auc:0.819112±0.006032 
[8557]  train-auc:0.878920±0.002596 test-auc:0.819108±0.006035 
[8558]  train-auc:0.878921±0.002596 test-auc:0.819107±0.006039 
[8559]  train-auc:0.878923±0.002595 test-auc:0.819102±0.006043 
[8560]  train-auc:0.878926±0.002596 test-auc:0.819107±0.006047 
[8561]  train-auc:0.878930±0.002596 test-auc:0.819099±0.006050 
[8562]  train-auc:0.878931±0.002594 test-auc:0.819096±0.006052 
[8563]  train-auc:0.878934±0.002596 test-auc:0.819090±0.006057 
[8564]  train-auc:0.878937±0.002596 test-auc:0.819090±0.006055 
[8565]  train-auc:0.878940±0.002597 test-auc:0.819095±0.006046 
[8566]  train-auc:0.878944±0.002597 test-auc:0.819090±0.006046 
[8567]  train-auc:0.878944±0.002595 test-auc:0.819094±0.006051 
[8568]  train-auc:0.878949±0.002597 test-auc:0.819090±0.006050 
[8569]  train-auc:0.878951±0.002599 test-auc:0.819093±0.006046 
[8570]  train-auc:0.878957±0.002596 test-auc:0.819096±0.006047 
[8571]  train-auc:0.878961±0.002597 test-auc:0.819100±0.006045 
[8572]  train-auc:0.878964±0.002597 test-auc:0.819095±0.006038 
[8573]  train-auc:0.878970±0.002598 test-auc:0.819097±0.006033 
[8574]  train-auc:0.878973±0.002600 test-auc:0.819099±0.006031 
[8575]  train-auc:0.878978±0.002599 test-auc:0.819105±0.006029 
[8576]  train-auc:0.878983±0.002602 test-auc:0.819103±0.006036 
[8577]  train-auc:0.878986±0.002602 test-auc:0.819105±0.006041 
[8578]  train-auc:0.878990±0.002601 test-auc:0.819108±0.006043 
[8579]  train-auc:0.878993±0.002602 test-auc:0.819109±0.006038 
[8580]  train-auc:0.878997±0.002602 test-auc:0.819112±0.006039 
[8581]  train-auc:0.879001±0.002603 test-auc:0.819111±0.006031 
[8582]  train-auc:0.879005±0.002603 test-auc:0.819105±0.006038 
[8583]  train-auc:0.879007±0.002604 test-auc:0.819105±0.006038 
[8584]  train-auc:0.879014±0.002606 test-auc:0.819104±0.006048 
[8585]  train-auc:0.879019±0.002608 test-auc:0.819104±0.006049 
[8586]  train-auc:0.879023±0.002609 test-auc:0.819107±0.006049 
[8587]  train-auc:0.879027±0.002610 test-auc:0.819111±0.006050 
[8588]  train-auc:0.879030±0.002611 test-auc:0.819113±0.006048 
[8589]  train-auc:0.879033±0.002612 test-auc:0.819110±0.006044 
[8590]  train-auc:0.879037±0.002614 test-auc:0.819110±0.006047 
[8591]  train-auc:0.879042±0.002616 test-auc:0.819109±0.006046 
[8592]  train-auc:0.879046±0.002617 test-auc:0.819109±0.006045 
[8593]  train-auc:0.879050±0.002618 test-auc:0.819113±0.006050 
[8594]  train-auc:0.879052±0.002619 test-auc:0.819116±0.006049 
[8595]  train-auc:0.879056±0.002619 test-auc:0.819114±0.006057 
[8596]  train-auc:0.879060±0.002620 test-auc:0.819120±0.006056 
[8597]  train-auc:0.879063±0.002622 test-auc:0.819115±0.006057 
[8598]  train-auc:0.879068±0.002621 test-auc:0.819115±0.006052 
[8599]  train-auc:0.879072±0.002621 test-auc:0.819117±0.006049 
[8600]  train-auc:0.879078±0.002622 test-auc:0.819116±0.006046 
[8601]  train-auc:0.879082±0.002623 test-auc:0.819118±0.006040 
[8602]  train-auc:0.879086±0.002622 test-auc:0.819118±0.006036 
[8603]  train-auc:0.879093±0.002623 test-auc:0.819114±0.006038 
[8604]  train-auc:0.879098±0.002623 test-auc:0.819118±0.006036 
[8605]  train-auc:0.879103±0.002626 test-auc:0.819117±0.006033 
[8606]  train-auc:0.879107±0.002626 test-auc:0.819116±0.006031 
[8607]  train-auc:0.879110±0.002626 test-auc:0.819117±0.006031 
[8608]  train-auc:0.879116±0.002626 test-auc:0.819117±0.006034 
[8609]  train-auc:0.879119±0.002627 test-auc:0.819117±0.006030 
[8610]  train-auc:0.879122±0.002627 test-auc:0.819117±0.006030 
[8611]  train-auc:0.879126±0.002630 test-auc:0.819119±0.006029 
[8612]  train-auc:0.879132±0.002631 test-auc:0.819120±0.006037 
[8613]  train-auc:0.879135±0.002631 test-auc:0.819121±0.006035 
[8614]  train-auc:0.879138±0.002631 test-auc:0.819125±0.006039 
[8615]  train-auc:0.879142±0.002632 test-auc:0.819135±0.006032 
[8616]  train-auc:0.879144±0.002633 test-auc:0.819127±0.006036 
[8617]  train-auc:0.879148±0.002634 test-auc:0.819129±0.006039 
[8618]  train-auc:0.879152±0.002635 test-auc:0.819124±0.006040 
[8619]  train-auc:0.879156±0.002636 test-auc:0.819126±0.006040 
[8620]  train-auc:0.879158±0.002637 test-auc:0.819120±0.006037 
Stopping. Best iteration:
[8621]  train-auc:0.879162±0.002640 test-auc:0.819129±0.006038

[8621]  train-auc:0.879162±0.002640 test-auc:0.819129±0.006038 
Multiple eval metrics are present. Will use test_auc for early stopping.
Will train until test_auc hasn't improved in 100 rounds.

[1] train-auc:0.812445±0.001554 test-auc:0.790039±0.008285 
[2] train-auc:0.822602±0.002942 test-auc:0.798230±0.005936 
[3] train-auc:0.825286±0.002929 test-auc:0.800839±0.006315 
[4] train-auc:0.827646±0.002884 test-auc:0.803416±0.006634 
[5] train-auc:0.830914±0.002571 test-auc:0.806138±0.006590 
[6] train-auc:0.834114±0.003359 test-auc:0.807050±0.006476 
[7] train-auc:0.835294±0.003019 test-auc:0.807705±0.006992 
[8] train-auc:0.835042±0.002687 test-auc:0.807080±0.007535 
[9] train-auc:0.835504±0.002551 test-auc:0.807148±0.008106 
[10]    train-auc:0.835140±0.002620 test-auc:0.807271±0.007756 
[11]    train-auc:0.834889±0.002680 test-auc:0.806844±0.007317 
[12]    train-auc:0.835708±0.002789 test-auc:0.806992±0.007032 
[13]    train-auc:0.837040±0.002804 test-auc:0.807741±0.007341 
[14]    train-auc:0.838445±0.002972 test-auc:0.808882±0.007112 
[15]    train-auc:0.838316±0.002936 test-auc:0.808968±0.006652 
[16]    train-auc:0.838092±0.002721 test-auc:0.808624±0.006490 
[17]    train-auc:0.838171±0.002708 test-auc:0.808621±0.006185 
[18]    train-auc:0.838689±0.002652 test-auc:0.808828±0.006193 
[19]    train-auc:0.838527±0.002584 test-auc:0.808781±0.006146 
[20]    train-auc:0.839397±0.002744 test-auc:0.809044±0.006449 
[21]    train-auc:0.839231±0.002754 test-auc:0.809006±0.006593 
[22]    train-auc:0.839586±0.002621 test-auc:0.809011±0.006839 
[23]    train-auc:0.839615±0.002599 test-auc:0.809031±0.007042 
[24]    train-auc:0.839638±0.002519 test-auc:0.808984±0.006994 
[25]    train-auc:0.839459±0.002557 test-auc:0.808926±0.006816 
[26]    train-auc:0.839608±0.002500 test-auc:0.809096±0.006703 
[27]    train-auc:0.839602±0.002537 test-auc:0.808991±0.006744 
[28]    train-auc:0.839597±0.002566 test-auc:0.809053±0.006607 
[29]    train-auc:0.839810±0.002691 test-auc:0.809193±0.006720 
[30]    train-auc:0.839991±0.002698 test-auc:0.809274±0.006793 
[31]    train-auc:0.840239±0.002722 test-auc:0.809428±0.006833 
[32]    train-auc:0.840276±0.002682 test-auc:0.809330±0.006839 
[33]    train-auc:0.840546±0.002613 test-auc:0.809701±0.006933 
[34]    train-auc:0.841056±0.002640 test-auc:0.809949±0.006969 
[35]    train-auc:0.841093±0.002649 test-auc:0.810029±0.006962 
[36]    train-auc:0.841205±0.002614 test-auc:0.810172±0.006968 
[37]    train-auc:0.841225±0.002540 test-auc:0.810242±0.006871 
[38]    train-auc:0.841901±0.002394 test-auc:0.810562±0.006957 
[39]    train-auc:0.841776±0.002400 test-auc:0.810529±0.006907 
[40]    train-auc:0.841782±0.002372 test-auc:0.810523±0.006851 
[41]    train-auc:0.841803±0.002492 test-auc:0.810624±0.006789 
[42]    train-auc:0.842060±0.002461 test-auc:0.810694±0.006723 
[43]    train-auc:0.842001±0.002540 test-auc:0.810696±0.006738 
[44]    train-auc:0.842126±0.002589 test-auc:0.810639±0.006831 
[45]    train-auc:0.842203±0.002620 test-auc:0.810618±0.006798 
[46]    train-auc:0.842181±0.002660 test-auc:0.810583±0.006794 
[47]    train-auc:0.842333±0.002687 test-auc:0.810720±0.006642 
[48]    train-auc:0.842500±0.002723 test-auc:0.810772±0.006722 
[49]    train-auc:0.842494±0.002744 test-auc:0.810635±0.006652 
[50]    train-auc:0.842575±0.002748 test-auc:0.810674±0.006602 
[51]    train-auc:0.842604±0.002729 test-auc:0.810788±0.006548 
[52]    train-auc:0.842680±0.002721 test-auc:0.810793±0.006472 
[53]    train-auc:0.842749±0.002682 test-auc:0.810825±0.006601 
[54]    train-auc:0.842877±0.002709 test-auc:0.810898±0.006575 
[55]    train-auc:0.843018±0.002780 test-auc:0.811015±0.006497 
[56]    train-auc:0.843261±0.002747 test-auc:0.811123±0.006530 
[57]    train-auc:0.843647±0.002741 test-auc:0.811258±0.006530 
[58]    train-auc:0.843654±0.002806 test-auc:0.811306±0.006548 
[59]    train-auc:0.843790±0.002826 test-auc:0.811403±0.006470 
[60]    train-auc:0.843751±0.002827 test-auc:0.811392±0.006479 
[61]    train-auc:0.844070±0.002837 test-auc:0.811496±0.006512 
[62]    train-auc:0.844474±0.002806 test-auc:0.811784±0.006538 
[63]    train-auc:0.844546±0.002814 test-auc:0.811809±0.006580 
[64]    train-auc:0.844568±0.002800 test-auc:0.811814±0.006665 
[65]    train-auc:0.844638±0.002819 test-auc:0.811846±0.006592 
[66]    train-auc:0.844665±0.002876 test-auc:0.811865±0.006461 
[67]    train-auc:0.844923±0.002916 test-auc:0.811991±0.006383 
[68]    train-auc:0.844985±0.002978 test-auc:0.811970±0.006397 
[69]    train-auc:0.845114±0.002929 test-auc:0.812003±0.006524 
[70]    train-auc:0.845157±0.002833 test-auc:0.811998±0.006567 
[71]    train-auc:0.845168±0.002837 test-auc:0.811977±0.006553 
[72]    train-auc:0.845301±0.002884 test-auc:0.811973±0.006437 
[73]    train-auc:0.845570±0.002843 test-auc:0.812144±0.006503 
[74]    train-auc:0.845751±0.002813 test-auc:0.812254±0.006526 
[75]    train-auc:0.845959±0.002810 test-auc:0.812448±0.006432 
[76]    train-auc:0.846168±0.002800 test-auc:0.812541±0.006418 
[77]    train-auc:0.846460±0.002750 test-auc:0.812705±0.006552 
[78]    train-auc:0.846544±0.002761 test-auc:0.812700±0.006543 
[79]    train-auc:0.846654±0.002778 test-auc:0.812772±0.006548 
[80]    train-auc:0.846865±0.002782 test-auc:0.812907±0.006521 
[81]    train-auc:0.847061±0.002841 test-auc:0.812943±0.006475 
[82]    train-auc:0.847364±0.002806 test-auc:0.813083±0.006439 
[83]    train-auc:0.847637±0.002739 test-auc:0.813265±0.006549 
[84]    train-auc:0.847719±0.002723 test-auc:0.813277±0.006475 
[85]    train-auc:0.847908±0.002736 test-auc:0.813415±0.006540 
[86]    train-auc:0.847956±0.002734 test-auc:0.813430±0.006593 
[87]    train-auc:0.848021±0.002702 test-auc:0.813446±0.006589 
[88]    train-auc:0.848129±0.002731 test-auc:0.813493±0.006578 
[89]    train-auc:0.848229±0.002680 test-auc:0.813607±0.006682 
[90]    train-auc:0.848254±0.002666 test-auc:0.813708±0.006636 
[91]    train-auc:0.848409±0.002656 test-auc:0.813819±0.006607 
[92]    train-auc:0.848477±0.002639 test-auc:0.813837±0.006715 
[93]    train-auc:0.848594±0.002616 test-auc:0.813909±0.006759 
[94]    train-auc:0.848703±0.002609 test-auc:0.813977±0.006725 
[95]    train-auc:0.848753±0.002613 test-auc:0.814017±0.006743 
[96]    train-auc:0.848814±0.002607 test-auc:0.814068±0.006742 
[97]    train-auc:0.848893±0.002571 test-auc:0.814108±0.006726 
[98]    train-auc:0.848936±0.002534 test-auc:0.814143±0.006738 
[99]    train-auc:0.849141±0.002510 test-auc:0.814202±0.006717 
[100]   train-auc:0.849233±0.002532 test-auc:0.814245±0.006769 
[101]   train-auc:0.849344±0.002506 test-auc:0.814364±0.006843 
[102]   train-auc:0.849408±0.002488 test-auc:0.814445±0.006844 
[103]   train-auc:0.849615±0.002483 test-auc:0.814539±0.006902 
[104]   train-auc:0.849808±0.002431 test-auc:0.814725±0.006959 
[105]   train-auc:0.849954±0.002393 test-auc:0.814768±0.006919 
[106]   train-auc:0.850072±0.002376 test-auc:0.814874±0.006873 
[107]   train-auc:0.850089±0.002369 test-auc:0.814899±0.006802 
[108]   train-auc:0.850213±0.002358 test-auc:0.814933±0.006744 
[109]   train-auc:0.850302±0.002327 test-auc:0.815009±0.006777 
[110]   train-auc:0.850354±0.002360 test-auc:0.814929±0.006704 
[111]   train-auc:0.850366±0.002336 test-auc:0.814944±0.006680 
[112]   train-auc:0.850449±0.002340 test-auc:0.815005±0.006758 
[113]   train-auc:0.850504±0.002340 test-auc:0.815028±0.006788 
[114]   train-auc:0.850518±0.002313 test-auc:0.814990±0.006788 
[115]   train-auc:0.850599±0.002294 test-auc:0.815066±0.006843 
[116]   train-auc:0.850666±0.002278 test-auc:0.815062±0.006923 
[117]   train-auc:0.850786±0.002295 test-auc:0.815157±0.006921 
[118]   train-auc:0.850829±0.002284 test-auc:0.815161±0.006883 
[119]   train-auc:0.850870±0.002266 test-auc:0.815204±0.006795 
[120]   train-auc:0.850923±0.002260 test-auc:0.815235±0.006835 
[121]   train-auc:0.851190±0.002272 test-auc:0.815385±0.006857 
[122]   train-auc:0.851358±0.002225 test-auc:0.815452±0.006857 
[123]   train-auc:0.851443±0.002197 test-auc:0.815489±0.006805 
[124]   train-auc:0.851510±0.002166 test-auc:0.815507±0.006819 
[125]   train-auc:0.851564±0.002140 test-auc:0.815512±0.006806 
[126]   train-auc:0.851745±0.002164 test-auc:0.815632±0.006771 
[127]   train-auc:0.851916±0.002202 test-auc:0.815786±0.006712 
[128]   train-auc:0.851979±0.002158 test-auc:0.815782±0.006692 
[129]   train-auc:0.852061±0.002141 test-auc:0.815834±0.006755 
[130]   train-auc:0.852175±0.002116 test-auc:0.815868±0.006772 
[131]   train-auc:0.852365±0.002123 test-auc:0.816003±0.006756 
[132]   train-auc:0.852407±0.002120 test-auc:0.816047±0.006756 
[133]   train-auc:0.852511±0.002105 test-auc:0.816079±0.006742 
[134]   train-auc:0.852635±0.002115 test-auc:0.816158±0.006703 
[135]   train-auc:0.852670±0.002112 test-auc:0.816207±0.006700 
[136]   train-auc:0.852705±0.002113 test-auc:0.816190±0.006687 
[137]   train-auc:0.852770±0.002113 test-auc:0.816207±0.006709 
[138]   train-auc:0.852899±0.002073 test-auc:0.816227±0.006759 
[139]   train-auc:0.852943±0.002044 test-auc:0.816295±0.006821 
[140]   train-auc:0.853042±0.002052 test-auc:0.816371±0.006790 
[141]   train-auc:0.853134±0.002087 test-auc:0.816439±0.006726 
[142]   train-auc:0.853181±0.002079 test-auc:0.816396±0.006757 
[143]   train-auc:0.853255±0.002106 test-auc:0.816431±0.006707 
[144]   train-auc:0.853345±0.002097 test-auc:0.816457±0.006705 
[145]   train-auc:0.853452±0.002123 test-auc:0.816512±0.006709 
[146]   train-auc:0.853604±0.002134 test-auc:0.816594±0.006688 
[147]   train-auc:0.853665±0.002107 test-auc:0.816655±0.006682 
[148]   train-auc:0.853723±0.002100 test-auc:0.816704±0.006665 
[149]   train-auc:0.853778±0.002044 test-auc:0.816727±0.006691 
[150]   train-auc:0.853915±0.002060 test-auc:0.816789±0.006698 
[151]   train-auc:0.854055±0.001981 test-auc:0.816854±0.006786 
[152]   train-auc:0.854151±0.001965 test-auc:0.816920±0.006851 
[153]   train-auc:0.854187±0.001973 test-auc:0.816931±0.006877 
[154]   train-auc:0.854470±0.001940 test-auc:0.817058±0.006878 
[155]   train-auc:0.854599±0.001918 test-auc:0.817094±0.006855 
[156]   train-auc:0.854696±0.001874 test-auc:0.817163±0.006826 
[157]   train-auc:0.854869±0.001888 test-auc:0.817263±0.006840 
[158]   train-auc:0.854955±0.001858 test-auc:0.817257±0.006863 
[159]   train-auc:0.855068±0.001796 test-auc:0.817313±0.006832 
[160]   train-auc:0.855179±0.001804 test-auc:0.817397±0.006828 
[161]   train-auc:0.855244±0.001815 test-auc:0.817442±0.006743 
[162]   train-auc:0.855352±0.001760 test-auc:0.817516±0.006795 
[163]   train-auc:0.855434±0.001718 test-auc:0.817578±0.006799 
[164]   train-auc:0.855542±0.001698 test-auc:0.817679±0.006770 
[165]   train-auc:0.855631±0.001693 test-auc:0.817742±0.006730 
[166]   train-auc:0.855702±0.001683 test-auc:0.817758±0.006794 
[167]   train-auc:0.855796±0.001674 test-auc:0.817801±0.006813 
[168]   train-auc:0.855922±0.001681 test-auc:0.817868±0.006866 
[169]   train-auc:0.856007±0.001649 test-auc:0.817888±0.006846 
[170]   train-auc:0.856059±0.001638 test-auc:0.817894±0.006880 
[171]   train-auc:0.856166±0.001661 test-auc:0.817957±0.006890 
[172]   train-auc:0.856260±0.001668 test-auc:0.817982±0.006848 
[173]   train-auc:0.856389±0.001670 test-auc:0.818013±0.006859 
[174]   train-auc:0.856499±0.001681 test-auc:0.818091±0.006863 
[175]   train-auc:0.856621±0.001677 test-auc:0.818119±0.006831 
[176]   train-auc:0.856684±0.001675 test-auc:0.818173±0.006870 
[177]   train-auc:0.856807±0.001709 test-auc:0.818267±0.006818 
[178]   train-auc:0.856912±0.001690 test-auc:0.818309±0.006798 
[179]   train-auc:0.857009±0.001669 test-auc:0.818356±0.006789 
[180]   train-auc:0.857075±0.001678 test-auc:0.818351±0.006799 
[181]   train-auc:0.857164±0.001671 test-auc:0.818349±0.006838 
[182]   train-auc:0.857227±0.001661 test-auc:0.818388±0.006861 
[183]   train-auc:0.857359±0.001645 test-auc:0.818468±0.006886 
[184]   train-auc:0.857471±0.001632 test-auc:0.818510±0.006841 
[185]   train-auc:0.857566±0.001662 test-auc:0.818554±0.006833 
[186]   train-auc:0.857645±0.001642 test-auc:0.818606±0.006890 
[187]   train-auc:0.857736±0.001657 test-auc:0.818642±0.006830 
[188]   train-auc:0.857821±0.001633 test-auc:0.818734±0.006834 
[189]   train-auc:0.857905±0.001611 test-auc:0.818814±0.006856 
[190]   train-auc:0.858018±0.001617 test-auc:0.818788±0.006862 
[191]   train-auc:0.858084±0.001634 test-auc:0.818817±0.006828 
[192]   train-auc:0.858207±0.001639 test-auc:0.818855±0.006801 
[193]   train-auc:0.858308±0.001635 test-auc:0.818902±0.006782 
[194]   train-auc:0.858419±0.001619 test-auc:0.818986±0.006827 
[195]   train-auc:0.858495±0.001634 test-auc:0.819041±0.006826 
[196]   train-auc:0.858569±0.001624 test-auc:0.819072±0.006802 
[197]   train-auc:0.858670±0.001605 test-auc:0.819157±0.006856 
[198]   train-auc:0.858765±0.001591 test-auc:0.819167±0.006886 
[199]   train-auc:0.858852±0.001599 test-auc:0.819217±0.006899 
[200]   train-auc:0.858926±0.001578 test-auc:0.819291±0.006861 
[201]   train-auc:0.859021±0.001569 test-auc:0.819392±0.006842 
[202]   train-auc:0.859117±0.001575 test-auc:0.819441±0.006791 
[203]   train-auc:0.859184±0.001561 test-auc:0.819441±0.006774 
[204]   train-auc:0.859276±0.001525 test-auc:0.819503±0.006751 
[205]   train-auc:0.859370±0.001506 test-auc:0.819525±0.006771 
[206]   train-auc:0.859481±0.001507 test-auc:0.819576±0.006783 
[207]   train-auc:0.859543±0.001511 test-auc:0.819648±0.006725 
[208]   train-auc:0.859618±0.001525 test-auc:0.819686±0.006705 
[209]   train-auc:0.859705±0.001519 test-auc:0.819703±0.006710 
[210]   train-auc:0.859851±0.001501 test-auc:0.819754±0.006691 
[211]   train-auc:0.859904±0.001478 test-auc:0.819809±0.006702 
[212]   train-auc:0.859990±0.001471 test-auc:0.819866±0.006671 
[213]   train-auc:0.860098±0.001472 test-auc:0.819896±0.006663 
[214]   train-auc:0.860178±0.001507 test-auc:0.819914±0.006681 
[215]   train-auc:0.860282±0.001520 test-auc:0.819958±0.006687 
[216]   train-auc:0.860371±0.001542 test-auc:0.819992±0.006668 
[217]   train-auc:0.860474±0.001542 test-auc:0.820037±0.006649 
[218]   train-auc:0.860562±0.001551 test-auc:0.820066±0.006643 
[219]   train-auc:0.860725±0.001564 test-auc:0.820111±0.006617 
[220]   train-auc:0.860827±0.001575 test-auc:0.820208±0.006606 
[221]   train-auc:0.860904±0.001579 test-auc:0.820202±0.006600 
[222]   train-auc:0.861064±0.001609 test-auc:0.820281±0.006561 
[223]   train-auc:0.861151±0.001634 test-auc:0.820356±0.006544 
[224]   train-auc:0.861233±0.001640 test-auc:0.820395±0.006516 
[225]   train-auc:0.861302±0.001628 test-auc:0.820403±0.006508 
[226]   train-auc:0.861388±0.001605 test-auc:0.820464±0.006528 
[227]   train-auc:0.861464±0.001621 test-auc:0.820505±0.006511 
[228]   train-auc:0.861526±0.001638 test-auc:0.820517±0.006500 
[229]   train-auc:0.861660±0.001629 test-auc:0.820603±0.006476 
[230]   train-auc:0.861716±0.001621 test-auc:0.820630±0.006433 
[231]   train-auc:0.861825±0.001635 test-auc:0.820684±0.006404 
[232]   train-auc:0.861995±0.001628 test-auc:0.820710±0.006454 
[233]   train-auc:0.862074±0.001619 test-auc:0.820773±0.006446 
[234]   train-auc:0.862150±0.001628 test-auc:0.820834±0.006409 
[235]   train-auc:0.862232±0.001587 test-auc:0.820908±0.006418 
[236]   train-auc:0.862317±0.001551 test-auc:0.820933±0.006450 
[237]   train-auc:0.862410±0.001541 test-auc:0.821034±0.006425 
[238]   train-auc:0.862530±0.001533 test-auc:0.821113±0.006432 
[239]   train-auc:0.862643±0.001535 test-auc:0.821158±0.006419 
[240]   train-auc:0.862743±0.001553 test-auc:0.821205±0.006399 
[241]   train-auc:0.862809±0.001562 test-auc:0.821238±0.006365 
[242]   train-auc:0.862878±0.001583 test-auc:0.821294±0.006380 
[243]   train-auc:0.862959±0.001590 test-auc:0.821349±0.006353 
[244]   train-auc:0.863025±0.001598 test-auc:0.821394±0.006308 
[245]   train-auc:0.863201±0.001620 test-auc:0.821491±0.006304 
[246]   train-auc:0.863242±0.001596 test-auc:0.821469±0.006288 
[247]   train-auc:0.863415±0.001626 test-auc:0.821548±0.006230 
[248]   train-auc:0.863480±0.001616 test-auc:0.821568±0.006220 
[249]   train-auc:0.863547±0.001610 test-auc:0.821626±0.006238 
[250]   train-auc:0.863621±0.001605 test-auc:0.821669±0.006249 
[251]   train-auc:0.863725±0.001634 test-auc:0.821726±0.006214 
[252]   train-auc:0.863822±0.001630 test-auc:0.821767±0.006178 
[253]   train-auc:0.863946±0.001563 test-auc:0.821804±0.006203 
[254]   train-auc:0.863999±0.001557 test-auc:0.821805±0.006222 
[255]   train-auc:0.864058±0.001555 test-auc:0.821822±0.006230 
[256]   train-auc:0.864131±0.001581 test-auc:0.821838±0.006201 
[257]   train-auc:0.864218±0.001554 test-auc:0.821883±0.006204 
[258]   train-auc:0.864362±0.001585 test-auc:0.821956±0.006151 
[259]   train-auc:0.864431±0.001595 test-auc:0.821952±0.006151 
[260]   train-auc:0.864512±0.001607 test-auc:0.821998±0.006141 
[261]   train-auc:0.864625±0.001606 test-auc:0.822051±0.006174 
[262]   train-auc:0.864668±0.001597 test-auc:0.822077±0.006196 
[263]   train-auc:0.864768±0.001570 test-auc:0.822115±0.006204 
[264]   train-auc:0.864839±0.001585 test-auc:0.822149±0.006234 
[265]   train-auc:0.864886±0.001604 test-auc:0.822174±0.006223 
[266]   train-auc:0.864999±0.001622 test-auc:0.822207±0.006214 
[267]   train-auc:0.865057±0.001630 test-auc:0.822223±0.006240 
[268]   train-auc:0.865163±0.001645 test-auc:0.822304±0.006246 
[269]   train-auc:0.865221±0.001644 test-auc:0.822364±0.006239 
[270]   train-auc:0.865315±0.001647 test-auc:0.822410±0.006222 
[271]   train-auc:0.865388±0.001658 test-auc:0.822462±0.006185 
[272]   train-auc:0.865513±0.001654 test-auc:0.822535±0.006170 
[273]   train-auc:0.865601±0.001681 test-auc:0.822594±0.006173 
[274]   train-auc:0.865647±0.001677 test-auc:0.822608±0.006178 
[275]   train-auc:0.865693±0.001669 test-auc:0.822648±0.006182 
[276]   train-auc:0.865806±0.001669 test-auc:0.822659±0.006199 
[277]   train-auc:0.865862±0.001655 test-auc:0.822661±0.006192 
[278]   train-auc:0.865949±0.001638 test-auc:0.822725±0.006212 
[279]   train-auc:0.866015±0.001657 test-auc:0.822765±0.006199 
[280]   train-auc:0.866095±0.001666 test-auc:0.822779±0.006170 
[281]   train-auc:0.866176±0.001660 test-auc:0.822787±0.006158 
[282]   train-auc:0.866223±0.001654 test-auc:0.822789±0.006197 
[283]   train-auc:0.866257±0.001664 test-auc:0.822804±0.006194 
[284]   train-auc:0.866300±0.001650 test-auc:0.822823±0.006202 
[285]   train-auc:0.866332±0.001660 test-auc:0.822819±0.006221 
[286]   train-auc:0.866382±0.001652 test-auc:0.822838±0.006226 
[287]   train-auc:0.866490±0.001657 test-auc:0.822902±0.006232 
[288]   train-auc:0.866540±0.001639 test-auc:0.822954±0.006270 
[289]   train-auc:0.866621±0.001620 test-auc:0.822971±0.006274 
[290]   train-auc:0.866672±0.001619 test-auc:0.823000±0.006263 
[291]   train-auc:0.866712±0.001616 test-auc:0.823005±0.006270 
[292]   train-auc:0.866764±0.001614 test-auc:0.823057±0.006264 
[293]   train-auc:0.866814±0.001606 test-auc:0.823048±0.006263 
[294]   train-auc:0.866921±0.001556 test-auc:0.823097±0.006280 
[295]   train-auc:0.866976±0.001563 test-auc:0.823150±0.006245 
[296]   train-auc:0.867026±0.001541 test-auc:0.823169±0.006238 
[297]   train-auc:0.867077±0.001539 test-auc:0.823176±0.006244 
[298]   train-auc:0.867152±0.001525 test-auc:0.823215±0.006261 
[299]   train-auc:0.867214±0.001526 test-auc:0.823208±0.006247 
[300]   train-auc:0.867263±0.001516 test-auc:0.823243±0.006247 
[301]   train-auc:0.867328±0.001521 test-auc:0.823331±0.006257 
[302]   train-auc:0.867375±0.001506 test-auc:0.823358±0.006248 
[303]   train-auc:0.867441±0.001495 test-auc:0.823367±0.006271 
[304]   train-auc:0.867507±0.001474 test-auc:0.823385±0.006274 
[305]   train-auc:0.867545±0.001471 test-auc:0.823382±0.006266 
[306]   train-auc:0.867584±0.001468 test-auc:0.823395±0.006250 
[307]   train-auc:0.867657±0.001462 test-auc:0.823429±0.006229 
[308]   train-auc:0.867758±0.001483 test-auc:0.823437±0.006239 
[309]   train-auc:0.867808±0.001482 test-auc:0.823453±0.006227 
[310]   train-auc:0.867892±0.001500 test-auc:0.823451±0.006221 
[311]   train-auc:0.867939±0.001500 test-auc:0.823483±0.006170 
[312]   train-auc:0.867996±0.001485 test-auc:0.823497±0.006164 
[313]   train-auc:0.868042±0.001490 test-auc:0.823496±0.006179 
[314]   train-auc:0.868122±0.001464 test-auc:0.823563±0.006191 
[315]   train-auc:0.868202±0.001461 test-auc:0.823612±0.006161 
[316]   train-auc:0.868268±0.001445 test-auc:0.823663±0.006186 
[317]   train-auc:0.868320±0.001424 test-auc:0.823680±0.006195 
[318]   train-auc:0.868401±0.001409 test-auc:0.823730±0.006225 
[319]   train-auc:0.868487±0.001401 test-auc:0.823738±0.006214 
[320]   train-auc:0.868555±0.001413 test-auc:0.823793±0.006209 
[321]   train-auc:0.868637±0.001412 test-auc:0.823809±0.006224 
[322]   train-auc:0.868754±0.001373 test-auc:0.823854±0.006279 
[323]   train-auc:0.868818±0.001366 test-auc:0.823887±0.006286 
[324]   train-auc:0.868864±0.001399 test-auc:0.823915±0.006264 
[325]   train-auc:0.868930±0.001392 test-auc:0.823926±0.006263 
[326]   train-auc:0.868996±0.001416 test-auc:0.823959±0.006247 
[327]   train-auc:0.869105±0.001411 test-auc:0.824009±0.006258 
[328]   train-auc:0.869174±0.001409 test-auc:0.824056±0.006254 
[329]   train-auc:0.869218±0.001404 test-auc:0.824072±0.006255 
[330]   train-auc:0.869307±0.001409 test-auc:0.824105±0.006237 
[331]   train-auc:0.869420±0.001454 test-auc:0.824133±0.006215 
[332]   train-auc:0.869482±0.001446 test-auc:0.824150±0.006221 
[333]   train-auc:0.869552±0.001448 test-auc:0.824180±0.006171 
[334]   train-auc:0.869619±0.001460 test-auc:0.824223±0.006179 
[335]   train-auc:0.869670±0.001472 test-auc:0.824243±0.006173 
[336]   train-auc:0.869710±0.001492 test-auc:0.824236±0.006159 
[337]   train-auc:0.869749±0.001506 test-auc:0.824241±0.006139 
[338]   train-auc:0.869812±0.001487 test-auc:0.824284±0.006145 
[339]   train-auc:0.869872±0.001477 test-auc:0.824333±0.006165 
[340]   train-auc:0.869895±0.001475 test-auc:0.824326±0.006135 
[341]   train-auc:0.869955±0.001451 test-auc:0.824355±0.006183 
[342]   train-auc:0.869970±0.001455 test-auc:0.824352±0.006187 
[343]   train-auc:0.870037±0.001443 test-auc:0.824388±0.006170 
[344]   train-auc:0.870095±0.001434 test-auc:0.824422±0.006162 
[345]   train-auc:0.870122±0.001443 test-auc:0.824447±0.006187 
[346]   train-auc:0.870153±0.001450 test-auc:0.824456±0.006168 
[347]   train-auc:0.870225±0.001438 test-auc:0.824525±0.006192 
[348]   train-auc:0.870307±0.001442 test-auc:0.824570±0.006180 
[349]   train-auc:0.870342±0.001457 test-auc:0.824595±0.006176 
[350]   train-auc:0.870428±0.001458 test-auc:0.824635±0.006155 
[351]   train-auc:0.870479±0.001455 test-auc:0.824649±0.006141 
[352]   train-auc:0.870536±0.001438 test-auc:0.824673±0.006132 
[353]   train-auc:0.870605±0.001436 test-auc:0.824703±0.006140 
[354]   train-auc:0.870678±0.001446 test-auc:0.824753±0.006133 
[355]   train-auc:0.870745±0.001444 test-auc:0.824793±0.006120 
[356]   train-auc:0.870793±0.001442 test-auc:0.824810±0.006093 
[357]   train-auc:0.870861±0.001433 test-auc:0.824831±0.006110 
[358]   train-auc:0.870889±0.001431 test-auc:0.824832±0.006122 
[359]   train-auc:0.870972±0.001444 test-auc:0.824836±0.006111 
[360]   train-auc:0.871025±0.001434 test-auc:0.824850±0.006121 
[361]   train-auc:0.871065±0.001420 test-auc:0.824871±0.006135 
[362]   train-auc:0.871119±0.001415 test-auc:0.824894±0.006139 
[363]   train-auc:0.871173±0.001435 test-auc:0.824930±0.006133 
[364]   train-auc:0.871198±0.001438 test-auc:0.824937±0.006111 
[365]   train-auc:0.871279±0.001461 test-auc:0.824964±0.006091 
[366]   train-auc:0.871308±0.001461 test-auc:0.824983±0.006086 
[367]   train-auc:0.871381±0.001474 test-auc:0.825007±0.006064 
[368]   train-auc:0.871417±0.001481 test-auc:0.825013±0.006051 
[369]   train-auc:0.871442±0.001486 test-auc:0.825010±0.006044 
[370]   train-auc:0.871477±0.001480 test-auc:0.825030±0.006043 
[371]   train-auc:0.871542±0.001501 test-auc:0.825041±0.006065 
[372]   train-auc:0.871613±0.001492 test-auc:0.825104±0.006080 
[373]   train-auc:0.871629±0.001494 test-auc:0.825093±0.006066 
[374]   train-auc:0.871694±0.001487 test-auc:0.825119±0.006047 
[375]   train-auc:0.871729±0.001476 test-auc:0.825158±0.006079 
[376]   train-auc:0.871788±0.001468 test-auc:0.825190±0.006079 
[377]   train-auc:0.871858±0.001462 test-auc:0.825240±0.006087 
[378]   train-auc:0.871918±0.001470 test-auc:0.825248±0.006083 
[379]   train-auc:0.871990±0.001451 test-auc:0.825277±0.006095 
[380]   train-auc:0.872029±0.001462 test-auc:0.825269±0.006096 
[381]   train-auc:0.872129±0.001470 test-auc:0.825296±0.006086 
[382]   train-auc:0.872188±0.001491 test-auc:0.825315±0.006111 
[383]   train-auc:0.872258±0.001487 test-auc:0.825329±0.006097 
[384]   train-auc:0.872317±0.001483 test-auc:0.825364±0.006120 
[385]   train-auc:0.872379±0.001495 test-auc:0.825380±0.006123 
[386]   train-auc:0.872461±0.001506 test-auc:0.825397±0.006110 
[387]   train-auc:0.872544±0.001488 test-auc:0.825440±0.006103 
[388]   train-auc:0.872586±0.001495 test-auc:0.825449±0.006109 
[389]   train-auc:0.872659±0.001477 test-auc:0.825497±0.006128 
[390]   train-auc:0.872703±0.001500 test-auc:0.825507±0.006110 
[391]   train-auc:0.872730±0.001494 test-auc:0.825525±0.006106 
[392]   train-auc:0.872769±0.001479 test-auc:0.825554±0.006083 
[393]   train-auc:0.872836±0.001507 test-auc:0.825574±0.006079 
[394]   train-auc:0.872916±0.001484 test-auc:0.825640±0.006080 
[395]   train-auc:0.872964±0.001483 test-auc:0.825658±0.006098 
[396]   train-auc:0.872989±0.001475 test-auc:0.825666±0.006095 
[397]   train-auc:0.873045±0.001467 test-auc:0.825678±0.006103 
[398]   train-auc:0.873091±0.001481 test-auc:0.825691±0.006079 
[399]   train-auc:0.873161±0.001473 test-auc:0.825727±0.006119 
[400]   train-auc:0.873187±0.001476 test-auc:0.825722±0.006103 
[401]   train-auc:0.873222±0.001469 test-auc:0.825734±0.006097 
[402]   train-auc:0.873247±0.001472 test-auc:0.825739±0.006083 
[403]   train-auc:0.873281±0.001459 test-auc:0.825761±0.006067 
[404]   train-auc:0.873301±0.001457 test-auc:0.825785±0.006062 
[405]   train-auc:0.873341±0.001439 test-auc:0.825782±0.006089 
[406]   train-auc:0.873368±0.001436 test-auc:0.825784±0.006089 
[407]   train-auc:0.873462±0.001437 test-auc:0.825847±0.006063 
[408]   train-auc:0.873499±0.001440 test-auc:0.825885±0.006046 
[409]   train-auc:0.873546±0.001444 test-auc:0.825889±0.006031 
[410]   train-auc:0.873568±0.001440 test-auc:0.825916±0.006032 
[411]   train-auc:0.873615±0.001440 test-auc:0.825906±0.006033 
[412]   train-auc:0.873669±0.001463 test-auc:0.825945±0.006028 
[413]   train-auc:0.873725±0.001452 test-auc:0.825981±0.006012 
[414]   train-auc:0.873776±0.001462 test-auc:0.826017±0.005990 
[415]   train-auc:0.873837±0.001502 test-auc:0.826020±0.005988 
[416]   train-auc:0.873888±0.001512 test-auc:0.826040±0.005963 
[417]   train-auc:0.873929±0.001523 test-auc:0.826051±0.005969 
[418]   train-auc:0.873955±0.001531 test-auc:0.826058±0.005944 
[419]   train-auc:0.873983±0.001523 test-auc:0.826072±0.005931 
[420]   train-auc:0.874035±0.001538 test-auc:0.826059±0.005931 
[421]   train-auc:0.874078±0.001553 test-auc:0.826074±0.005932 
[422]   train-auc:0.874112±0.001580 test-auc:0.826091±0.005920 
[423]   train-auc:0.874160±0.001588 test-auc:0.826102±0.005904 
[424]   train-auc:0.874189±0.001583 test-auc:0.826109±0.005883 
[425]   train-auc:0.874243±0.001593 test-auc:0.826111±0.005902 
[426]   train-auc:0.874304±0.001579 test-auc:0.826155±0.005918 
[427]   train-auc:0.874337±0.001573 test-auc:0.826184±0.005929 
[428]   train-auc:0.874394±0.001572 test-auc:0.826238±0.005949 
[429]   train-auc:0.874442±0.001578 test-auc:0.826244±0.005937 
[430]   train-auc:0.874574±0.001582 test-auc:0.826282±0.005952 
[431]   train-auc:0.874645±0.001599 test-auc:0.826300±0.005968 
[432]   train-auc:0.874724±0.001579 test-auc:0.826342±0.005982 
[433]   train-auc:0.874771±0.001562 test-auc:0.826371±0.005992 
[434]   train-auc:0.874824±0.001567 test-auc:0.826384±0.005975 
[435]   train-auc:0.874866±0.001561 test-auc:0.826397±0.005958 
[436]   train-auc:0.874906±0.001560 test-auc:0.826403±0.005977 
[437]   train-auc:0.875001±0.001571 test-auc:0.826446±0.005975 
[438]   train-auc:0.875041±0.001577 test-auc:0.826457±0.005967 
[439]   train-auc:0.875074±0.001571 test-auc:0.826466±0.005960 
[440]   train-auc:0.875145±0.001546 test-auc:0.826508±0.005973 
[441]   train-auc:0.875229±0.001544 test-auc:0.826544±0.005955 
[442]   train-auc:0.875272±0.001548 test-auc:0.826555±0.005956 
[443]   train-auc:0.875327±0.001559 test-auc:0.826587±0.005997 
[444]   train-auc:0.875408±0.001582 test-auc:0.826614±0.006011 
[445]   train-auc:0.875449±0.001552 test-auc:0.826644±0.006015 
[446]   train-auc:0.875497±0.001555 test-auc:0.826642±0.006014 
[447]   train-auc:0.875551±0.001558 test-auc:0.826670±0.006009 
[448]   train-auc:0.875628±0.001555 test-auc:0.826708±0.006003 
[449]   train-auc:0.875694±0.001559 test-auc:0.826727±0.005998 
[450]   train-auc:0.875735±0.001559 test-auc:0.826730±0.005994 
[451]   train-auc:0.875807±0.001551 test-auc:0.826788±0.005990 
[452]   train-auc:0.875856±0.001537 test-auc:0.826810±0.006004 
[453]   train-auc:0.875896±0.001552 test-auc:0.826824±0.005979 
[454]   train-auc:0.875920±0.001561 test-auc:0.826824±0.005965 
[455]   train-auc:0.875968±0.001548 test-auc:0.826821±0.005958 
[456]   train-auc:0.876006±0.001561 test-auc:0.826821±0.005960 
[457]   train-auc:0.876073±0.001547 test-auc:0.826874±0.005991 
[458]   train-auc:0.876112±0.001540 test-auc:0.826891±0.005986 
[459]   train-auc:0.876167±0.001519 test-auc:0.826905±0.005985 
[460]   train-auc:0.876206±0.001507 test-auc:0.826917±0.006003 
[461]   train-auc:0.876245±0.001485 test-auc:0.826922±0.006008 
[462]   train-auc:0.876271±0.001481 test-auc:0.826928±0.006015 
[463]   train-auc:0.876350±0.001483 test-auc:0.826941±0.005998 
[464]   train-auc:0.876395±0.001484 test-auc:0.826952±0.006016 
[465]   train-auc:0.876425±0.001492 test-auc:0.826961±0.006025 
[466]   train-auc:0.876474±0.001476 test-auc:0.826974±0.006026 
[467]   train-auc:0.876502±0.001482 test-auc:0.826998±0.006023 
[468]   train-auc:0.876558±0.001507 test-auc:0.827003±0.006036 
[469]   train-auc:0.876582±0.001498 test-auc:0.827004±0.006029 
[470]   train-auc:0.876642±0.001508 test-auc:0.827029±0.006025 
[471]   train-auc:0.876718±0.001510 test-auc:0.827041±0.006005 
[472]   train-auc:0.876747±0.001510 test-auc:0.827048±0.006018 
[473]   train-auc:0.876789±0.001493 test-auc:0.827062±0.006022 
[474]   train-auc:0.876851±0.001476 test-auc:0.827059±0.006005 
[475]   train-auc:0.876887±0.001469 test-auc:0.827076±0.006015 
[476]   train-auc:0.876927±0.001466 test-auc:0.827096±0.006022 
[477]   train-auc:0.876995±0.001478 test-auc:0.827119±0.006047 
[478]   train-auc:0.877048±0.001474 test-auc:0.827134±0.006038 
[479]   train-auc:0.877081±0.001471 test-auc:0.827156±0.006058 
[480]   train-auc:0.877110±0.001455 test-auc:0.827157±0.006068 
[481]   train-auc:0.877142±0.001463 test-auc:0.827180±0.006058 
[482]   train-auc:0.877184±0.001460 test-auc:0.827197±0.006039 
[483]   train-auc:0.877224±0.001458 test-auc:0.827211±0.006057 
[484]   train-auc:0.877289±0.001470 test-auc:0.827252±0.006095 
[485]   train-auc:0.877332±0.001473 test-auc:0.827282±0.006069 
[486]   train-auc:0.877374±0.001482 test-auc:0.827290±0.006078 
[487]   train-auc:0.877426±0.001490 test-auc:0.827308±0.006076 
[488]   train-auc:0.877489±0.001503 test-auc:0.827330±0.006084 
[489]   train-auc:0.877538±0.001487 test-auc:0.827328±0.006093 
[490]   train-auc:0.877622±0.001501 test-auc:0.827349±0.006066 
[491]   train-auc:0.877684±0.001510 test-auc:0.827355±0.006077 
[492]   train-auc:0.877716±0.001513 test-auc:0.827367±0.006050 
[493]   train-auc:0.877759±0.001514 test-auc:0.827383±0.006051 
[494]   train-auc:0.877822±0.001535 test-auc:0.827387±0.006049 
[495]   train-auc:0.877872±0.001538 test-auc:0.827405±0.006058 
[496]   train-auc:0.877935±0.001549 test-auc:0.827428±0.006062 
[497]   train-auc:0.877968±0.001551 test-auc:0.827429±0.006066 
[498]   train-auc:0.878032±0.001555 test-auc:0.827453±0.006082 
[499]   train-auc:0.878067±0.001559 test-auc:0.827467±0.006085 
[500]   train-auc:0.878103±0.001544 test-auc:0.827480±0.006104 
[501]   train-auc:0.878148±0.001538 test-auc:0.827488±0.006077 
[502]   train-auc:0.878191±0.001534 test-auc:0.827489±0.006071 
[503]   train-auc:0.878221±0.001530 test-auc:0.827514±0.006065 
[504]   train-auc:0.878266±0.001534 test-auc:0.827545±0.006083 
[505]   train-auc:0.878319±0.001520 test-auc:0.827563±0.006076 
[506]   train-auc:0.878350±0.001517 test-auc:0.827580±0.006087 
[507]   train-auc:0.878385±0.001513 test-auc:0.827580±0.006109 
[508]   train-auc:0.878437±0.001492 test-auc:0.827605±0.006108 
[509]   train-auc:0.878464±0.001494 test-auc:0.827618±0.006098 
[510]   train-auc:0.878508±0.001512 test-auc:0.827598±0.006107 
[511]   train-auc:0.878603±0.001510 test-auc:0.827636±0.006124 
[512]   train-auc:0.878640±0.001511 test-auc:0.827648±0.006117 
[513]   train-auc:0.878674±0.001502 test-auc:0.827642±0.006107 
[514]   train-auc:0.878766±0.001506 test-auc:0.827663±0.006135 
[515]   train-auc:0.878795±0.001514 test-auc:0.827684±0.006137 
[516]   train-auc:0.878827±0.001512 test-auc:0.827683±0.006133 
[517]   train-auc:0.878872±0.001507 test-auc:0.827695±0.006118 
[518]   train-auc:0.878908±0.001501 test-auc:0.827695±0.006106 
[519]   train-auc:0.878936±0.001493 test-auc:0.827702±0.006112 
[520]   train-auc:0.878997±0.001505 test-auc:0.827704±0.006128 
[521]   train-auc:0.879069±0.001509 test-auc:0.827727±0.006109 
[522]   train-auc:0.879113±0.001503 test-auc:0.827761±0.006107 
[523]   train-auc:0.879154±0.001505 test-auc:0.827780±0.006086 
[524]   train-auc:0.879188±0.001501 test-auc:0.827806±0.006082 
[525]   train-auc:0.879244±0.001496 test-auc:0.827834±0.006095 
[526]   train-auc:0.879279±0.001502 test-auc:0.827804±0.006084 
[527]   train-auc:0.879365±0.001543 test-auc:0.827834±0.006085 
[528]   train-auc:0.879416±0.001527 test-auc:0.827876±0.006078 
[529]   train-auc:0.879443±0.001525 test-auc:0.827887±0.006078 
[530]   train-auc:0.879475±0.001530 test-auc:0.827878±0.006063 
[531]   train-auc:0.879515±0.001521 test-auc:0.827895±0.006070 
[532]   train-auc:0.879554±0.001528 test-auc:0.827904±0.006068 
[533]   train-auc:0.879596±0.001540 test-auc:0.827911±0.006070 
[534]   train-auc:0.879648±0.001538 test-auc:0.827935±0.006095 
[535]   train-auc:0.879690±0.001537 test-auc:0.827966±0.006076 
[536]   train-auc:0.879756±0.001538 test-auc:0.828024±0.006082 
[537]   train-auc:0.879802±0.001522 test-auc:0.828031±0.006087 
[538]   train-auc:0.879856±0.001531 test-auc:0.828032±0.006100 
[539]   train-auc:0.879892±0.001536 test-auc:0.828052±0.006099 
[540]   train-auc:0.879938±0.001536 test-auc:0.828070±0.006087 
[541]   train-auc:0.879972±0.001544 test-auc:0.828090±0.006091 
[542]   train-auc:0.880030±0.001586 test-auc:0.828101±0.006087 
[543]   train-auc:0.880075±0.001590 test-auc:0.828115±0.006083 
[544]   train-auc:0.880116±0.001590 test-auc:0.828110±0.006039 
[545]   train-auc:0.880152±0.001579 test-auc:0.828129±0.006049 
[546]   train-auc:0.880193±0.001568 test-auc:0.828128±0.006052 
[547]   train-auc:0.880246±0.001594 test-auc:0.828141±0.006068 
[548]   train-auc:0.880291±0.001600 test-auc:0.828143±0.006066 
[549]   train-auc:0.880346±0.001623 test-auc:0.828158±0.006062 
[550]   train-auc:0.880388±0.001617 test-auc:0.828152±0.006067 
[551]   train-auc:0.880422±0.001611 test-auc:0.828150±0.006068 
[552]   train-auc:0.880464±0.001617 test-auc:0.828156±0.006071 
[553]   train-auc:0.880511±0.001615 test-auc:0.828184±0.006088 
[554]   train-auc:0.880565±0.001609 test-auc:0.828198±0.006082 
[555]   train-auc:0.880593±0.001618 test-auc:0.828195±0.006083 
[556]   train-auc:0.880630±0.001630 test-auc:0.828217±0.006094 
[557]   train-auc:0.880695±0.001621 test-auc:0.828243±0.006110 
[558]   train-auc:0.880779±0.001624 test-auc:0.828280±0.006097 
[559]   train-auc:0.880868±0.001656 test-auc:0.828310±0.006077 
[560]   train-auc:0.880906±0.001658 test-auc:0.828317±0.006085 
[561]   train-auc:0.880955±0.001644 test-auc:0.828334±0.006082 
[562]   train-auc:0.880993±0.001648 test-auc:0.828343±0.006078 
[563]   train-auc:0.881014±0.001651 test-auc:0.828338±0.006096 
[564]   train-auc:0.881067±0.001637 test-auc:0.828375±0.006078 
[565]   train-auc:0.881098±0.001649 test-auc:0.828391±0.006092 
[566]   train-auc:0.881141±0.001650 test-auc:0.828427±0.006078 
[567]   train-auc:0.881188±0.001646 test-auc:0.828436±0.006089 
[568]   train-auc:0.881230±0.001637 test-auc:0.828431±0.006084 
[569]   train-auc:0.881275±0.001625 test-auc:0.828436±0.006087 
[570]   train-auc:0.881309±0.001618 test-auc:0.828434±0.006094 
[571]   train-auc:0.881368±0.001614 test-auc:0.828461±0.006072 
[572]   train-auc:0.881403±0.001610 test-auc:0.828479±0.006065 
[573]   train-auc:0.881452±0.001596 test-auc:0.828493±0.006078 
[574]   train-auc:0.881499±0.001600 test-auc:0.828522±0.006091 
[575]   train-auc:0.881540±0.001587 test-auc:0.828529±0.006083 
[576]   train-auc:0.881592±0.001599 test-auc:0.828545±0.006112 
[577]   train-auc:0.881640±0.001607 test-auc:0.828572±0.006104 
[578]   train-auc:0.881689±0.001604 test-auc:0.828585±0.006114 
[579]   train-auc:0.881765±0.001640 test-auc:0.828600±0.006096 
[580]   train-auc:0.881798±0.001637 test-auc:0.828616±0.006073 
[581]   train-auc:0.881858±0.001625 test-auc:0.828645±0.006069 
[582]   train-auc:0.881888±0.001633 test-auc:0.828655±0.006055 
[583]   train-auc:0.881933±0.001638 test-auc:0.828690±0.006058 
[584]   train-auc:0.881971±0.001639 test-auc:0.828702±0.006037 
[585]   train-auc:0.882003±0.001649 test-auc:0.828684±0.006054 
[586]   train-auc:0.882075±0.001667 test-auc:0.828726±0.006032 
[587]   train-auc:0.882114±0.001666 test-auc:0.828732±0.006026 
[588]   train-auc:0.882156±0.001656 test-auc:0.828746±0.006034 
[589]   train-auc:0.882196±0.001649 test-auc:0.828765±0.006032 
[590]   train-auc:0.882234±0.001648 test-auc:0.828774±0.006028 
[591]   train-auc:0.882269±0.001646 test-auc:0.828796±0.006007 
[592]   train-auc:0.882312±0.001637 test-auc:0.828803±0.006024 
[593]   train-auc:0.882373±0.001639 test-auc:0.828815±0.006022 
[594]   train-auc:0.882442±0.001638 test-auc:0.828846±0.006026 
[595]   train-auc:0.882476±0.001637 test-auc:0.828864±0.006031 
[596]   train-auc:0.882530±0.001631 test-auc:0.828877±0.006009 
[597]   train-auc:0.882564±0.001622 test-auc:0.828890±0.006003 
[598]   train-auc:0.882640±0.001590 test-auc:0.828938±0.005982 
[599]   train-auc:0.882668±0.001597 test-auc:0.828950±0.005978 
[600]   train-auc:0.882707±0.001603 test-auc:0.828963±0.005995 
[601]   train-auc:0.882763±0.001578 test-auc:0.829004±0.005967 
[602]   train-auc:0.882794±0.001591 test-auc:0.829028±0.005955 
[603]   train-auc:0.882860±0.001596 test-auc:0.829059±0.005961 
[604]   train-auc:0.882893±0.001593 test-auc:0.829072±0.005961 
[605]   train-auc:0.882986±0.001571 test-auc:0.829087±0.005973 
[606]   train-auc:0.883037±0.001586 test-auc:0.829103±0.005956 
[607]   train-auc:0.883114±0.001616 test-auc:0.829141±0.005943 
[608]   train-auc:0.883136±0.001616 test-auc:0.829138±0.005955 
[609]   train-auc:0.883194±0.001592 test-auc:0.829158±0.005961 
[610]   train-auc:0.883285±0.001597 test-auc:0.829180±0.005933 
[611]   train-auc:0.883331±0.001585 test-auc:0.829187±0.005925 
[612]   train-auc:0.883375±0.001587 test-auc:0.829214±0.005938 
[613]   train-auc:0.883431±0.001584 test-auc:0.829215±0.005917 
[614]   train-auc:0.883485±0.001580 test-auc:0.829228±0.005909 
[615]   train-auc:0.883529±0.001570 test-auc:0.829230±0.005912 
[616]   train-auc:0.883602±0.001581 test-auc:0.829253±0.005927 
[617]   train-auc:0.883655±0.001581 test-auc:0.829243±0.005943 
[618]   train-auc:0.883722±0.001561 test-auc:0.829258±0.005937 
[619]   train-auc:0.883771±0.001548 test-auc:0.829264±0.005918 
[620]   train-auc:0.883811±0.001552 test-auc:0.829285±0.005896 
[621]   train-auc:0.883862±0.001564 test-auc:0.829333±0.005892 
[622]   train-auc:0.883898±0.001567 test-auc:0.829343±0.005875 
[623]   train-auc:0.883924±0.001567 test-auc:0.829358±0.005896 
[624]   train-auc:0.883964±0.001566 test-auc:0.829375±0.005911 
[625]   train-auc:0.883995±0.001574 test-auc:0.829388±0.005906 
[626]   train-auc:0.884035±0.001556 test-auc:0.829403±0.005900 
[627]   train-auc:0.884070±0.001544 test-auc:0.829414±0.005909 
[628]   train-auc:0.884135±0.001551 test-auc:0.829443±0.005933 
[629]   train-auc:0.884199±0.001552 test-auc:0.829458±0.005936 
[630]   train-auc:0.884235±0.001551 test-auc:0.829465±0.005929 
[631]   train-auc:0.884268±0.001559 test-auc:0.829457±0.005921 
[632]   train-auc:0.884299±0.001555 test-auc:0.829478±0.005917 
[633]   train-auc:0.884341±0.001557 test-auc:0.829518±0.005929 
[634]   train-auc:0.884379±0.001565 test-auc:0.829535±0.005939 
[635]   train-auc:0.884420±0.001565 test-auc:0.829542±0.005936 
[636]   train-auc:0.884466±0.001556 test-auc:0.829551±0.005950 
[637]   train-auc:0.884499±0.001557 test-auc:0.829587±0.005923 
[638]   train-auc:0.884531±0.001566 test-auc:0.829589±0.005923 
[639]   train-auc:0.884563±0.001565 test-auc:0.829615±0.005892 
[640]   train-auc:0.884625±0.001581 test-auc:0.829608±0.005900 
[641]   train-auc:0.884668±0.001568 test-auc:0.829642±0.005899 
[642]   train-auc:0.884711±0.001560 test-auc:0.829661±0.005919 
[643]   train-auc:0.884777±0.001534 test-auc:0.829688±0.005933 
[644]   train-auc:0.884848±0.001510 test-auc:0.829712±0.005926 
[645]   train-auc:0.884873±0.001504 test-auc:0.829718±0.005931 
[646]   train-auc:0.884901±0.001508 test-auc:0.829723±0.005938 
[647]   train-auc:0.884935±0.001523 test-auc:0.829734±0.005918 
[648]   train-auc:0.884980±0.001536 test-auc:0.829761±0.005909 
[649]   train-auc:0.885033±0.001530 test-auc:0.829772±0.005916 
[650]   train-auc:0.885076±0.001528 test-auc:0.829784±0.005914 
[651]   train-auc:0.885159±0.001518 test-auc:0.829810±0.005898 
[652]   train-auc:0.885241±0.001487 test-auc:0.829844±0.005891 
[653]   train-auc:0.885300±0.001480 test-auc:0.829873±0.005903 
[654]   train-auc:0.885349±0.001484 test-auc:0.829898±0.005888 
[655]   train-auc:0.885401±0.001486 test-auc:0.829938±0.005886 
[656]   train-auc:0.885440±0.001500 test-auc:0.829963±0.005892 
[657]   train-auc:0.885476±0.001519 test-auc:0.829958±0.005891 
[658]   train-auc:0.885545±0.001542 test-auc:0.829995±0.005883 
[659]   train-auc:0.885610±0.001563 test-auc:0.830014±0.005893 
[660]   train-auc:0.885660±0.001559 test-auc:0.830035±0.005879 
[661]   train-auc:0.885722±0.001549 test-auc:0.830053±0.005879 
[662]   train-auc:0.885790±0.001560 test-auc:0.830052±0.005912 
[663]   train-auc:0.885820±0.001564 test-auc:0.830055±0.005912 
[664]   train-auc:0.885867±0.001553 test-auc:0.830080±0.005874 
[665]   train-auc:0.885915±0.001542 test-auc:0.830085±0.005880 
[666]   train-auc:0.885960±0.001542 test-auc:0.830089±0.005886 
[667]   train-auc:0.886033±0.001562 test-auc:0.830118±0.005888 
[668]   train-auc:0.886098±0.001591 test-auc:0.830145±0.005894 
[669]   train-auc:0.886209±0.001635 test-auc:0.830183±0.005875 
[670]   train-auc:0.886235±0.001635 test-auc:0.830186±0.005863 
[671]   train-auc:0.886276±0.001637 test-auc:0.830190±0.005858 
[672]   train-auc:0.886341±0.001658 test-auc:0.830173±0.005866 
[673]   train-auc:0.886391±0.001644 test-auc:0.830188±0.005868 
[674]   train-auc:0.886430±0.001656 test-auc:0.830202±0.005848 
[675]   train-auc:0.886461±0.001668 test-auc:0.830219±0.005837 
[676]   train-auc:0.886507±0.001678 test-auc:0.830232±0.005841 
[677]   train-auc:0.886553±0.001668 test-auc:0.830266±0.005812 
[678]   train-auc:0.886591±0.001666 test-auc:0.830262±0.005811 
[679]   train-auc:0.886616±0.001670 test-auc:0.830272±0.005812 
[680]   train-auc:0.886669±0.001675 test-auc:0.830305±0.005775 
[681]   train-auc:0.886746±0.001716 test-auc:0.830304±0.005810 
[682]   train-auc:0.886793±0.001720 test-auc:0.830315±0.005816 
[683]   train-auc:0.886834±0.001726 test-auc:0.830337±0.005790 
[684]   train-auc:0.886863±0.001723 test-auc:0.830342±0.005799 
[685]   train-auc:0.886920±0.001711 test-auc:0.830387±0.005788 
[686]   train-auc:0.886975±0.001718 test-auc:0.830398±0.005791 
[687]   train-auc:0.887026±0.001695 test-auc:0.830418±0.005801 
[688]   train-auc:0.887073±0.001684 test-auc:0.830443±0.005796 
[689]   train-auc:0.887111±0.001672 test-auc:0.830447±0.005798 
[690]   train-auc:0.887167±0.001697 test-auc:0.830471±0.005796 
[691]   train-auc:0.887213±0.001711 test-auc:0.830471±0.005823 
[692]   train-auc:0.887260±0.001723 test-auc:0.830485±0.005829 
[693]   train-auc:0.887294±0.001724 test-auc:0.830489±0.005841 
[694]   train-auc:0.887333±0.001719 test-auc:0.830505±0.005842 
[695]   train-auc:0.887368±0.001722 test-auc:0.830528±0.005836 
[696]   train-auc:0.887412±0.001712 test-auc:0.830529±0.005840 
[697]   train-auc:0.887457±0.001715 test-auc:0.830543±0.005841 
[698]   train-auc:0.887507±0.001700 test-auc:0.830551±0.005813 
[699]   train-auc:0.887545±0.001714 test-auc:0.830566±0.005814 
[700]   train-auc:0.887598±0.001721 test-auc:0.830592±0.005810 
[701]   train-auc:0.887645±0.001727 test-auc:0.830594±0.005812 
[702]   train-auc:0.887726±0.001715 test-auc:0.830632±0.005772 
[703]   train-auc:0.887776±0.001717 test-auc:0.830655±0.005771 
[704]   train-auc:0.887811±0.001698 test-auc:0.830656±0.005764 
[705]   train-auc:0.887884±0.001720 test-auc:0.830679±0.005789 
[706]   train-auc:0.887945±0.001755 test-auc:0.830695±0.005758 
[707]   train-auc:0.887970±0.001764 test-auc:0.830701±0.005756 
[708]   train-auc:0.888029±0.001770 test-auc:0.830720±0.005729 
[709]   train-auc:0.888055±0.001770 test-auc:0.830728±0.005731 
[710]   train-auc:0.888101±0.001777 test-auc:0.830748±0.005737 
[711]   train-auc:0.888122±0.001772 test-auc:0.830758±0.005748 
[712]   train-auc:0.888168±0.001770 test-auc:0.830771±0.005733 
[713]   train-auc:0.888216±0.001772 test-auc:0.830790±0.005766 
[714]   train-auc:0.888251±0.001778 test-auc:0.830783±0.005789 
[715]   train-auc:0.888301±0.001768 test-auc:0.830798±0.005764 
[716]   train-auc:0.888361±0.001756 test-auc:0.830845±0.005782 
[717]   train-auc:0.888405±0.001762 test-auc:0.830868±0.005797 
[718]   train-auc:0.888462±0.001755 test-auc:0.830880±0.005784 
[719]   train-auc:0.888508±0.001744 test-auc:0.830894±0.005813 
[720]   train-auc:0.888553±0.001733 test-auc:0.830921±0.005783 
[721]   train-auc:0.888604±0.001732 test-auc:0.830937±0.005778 
[722]   train-auc:0.888635±0.001742 test-auc:0.830959±0.005780 
[723]   train-auc:0.888680±0.001740 test-auc:0.830973±0.005802 
[724]   train-auc:0.888732±0.001745 test-auc:0.830996±0.005818 
[725]   train-auc:0.888783±0.001760 test-auc:0.831024±0.005803 
[726]   train-auc:0.888821±0.001774 test-auc:0.831022±0.005794 
[727]   train-auc:0.888858±0.001769 test-auc:0.831032±0.005809 
[728]   train-auc:0.888908±0.001780 test-auc:0.831061±0.005795 
[729]   train-auc:0.888978±0.001758 test-auc:0.831098±0.005783 
[730]   train-auc:0.889021±0.001753 test-auc:0.831126±0.005783 
[731]   train-auc:0.889042±0.001755 test-auc:0.831128±0.005795 
[732]   train-auc:0.889080±0.001757 test-auc:0.831150±0.005783 
[733]   train-auc:0.889114±0.001750 test-auc:0.831164±0.005780 
[734]   train-auc:0.889150±0.001748 test-auc:0.831158±0.005767 
[735]   train-auc:0.889180±0.001754 test-auc:0.831158±0.005780 
[736]   train-auc:0.889231±0.001735 test-auc:0.831171±0.005785 
[737]   train-auc:0.889267±0.001738 test-auc:0.831185±0.005787 
[738]   train-auc:0.889303±0.001734 test-auc:0.831205±0.005810 
[739]   train-auc:0.889344±0.001724 test-auc:0.831214±0.005808 
[740]   train-auc:0.889395±0.001721 test-auc:0.831211±0.005816 
[741]   train-auc:0.889451±0.001708 test-auc:0.831206±0.005817 
[742]   train-auc:0.889498±0.001699 test-auc:0.831226±0.005802 
[743]   train-auc:0.889534±0.001688 test-auc:0.831236±0.005780 
[744]   train-auc:0.889570±0.001686 test-auc:0.831229±0.005769 
[745]   train-auc:0.889622±0.001685 test-auc:0.831239±0.005770 
[746]   train-auc:0.889658±0.001703 test-auc:0.831248±0.005777 
[747]   train-auc:0.889722±0.001700 test-auc:0.831268±0.005778 
[748]   train-auc:0.889766±0.001692 test-auc:0.831291±0.005782 
[749]   train-auc:0.889812±0.001693 test-auc:0.831305±0.005803 
[750]   train-auc:0.889850±0.001690 test-auc:0.831331±0.005788 
[751]   train-auc:0.889910±0.001677 test-auc:0.831370±0.005795 
[752]   train-auc:0.889944±0.001664 test-auc:0.831369±0.005812 
[753]   train-auc:0.889977±0.001665 test-auc:0.831394±0.005796 
[754]   train-auc:0.890018±0.001656 test-auc:0.831399±0.005791 
[755]   train-auc:0.890073±0.001654 test-auc:0.831404±0.005799 
[756]   train-auc:0.890100±0.001667 test-auc:0.831411±0.005805 
[757]   train-auc:0.890143±0.001656 test-auc:0.831435±0.005801 
[758]   train-auc:0.890186±0.001640 test-auc:0.831430±0.005800 
[759]   train-auc:0.890233±0.001619 test-auc:0.831458±0.005794 
[760]   train-auc:0.890276±0.001622 test-auc:0.831478±0.005773 
[761]   train-auc:0.890320±0.001609 test-auc:0.831513±0.005778 
[762]   train-auc:0.890361±0.001601 test-auc:0.831519±0.005778 
[763]   train-auc:0.890395±0.001598 test-auc:0.831531±0.005780 
[764]   train-auc:0.890442±0.001596 test-auc:0.831545±0.005784 
[765]   train-auc:0.890471±0.001594 test-auc:0.831543±0.005773 
[766]   train-auc:0.890504±0.001596 test-auc:0.831551±0.005773 
[767]   train-auc:0.890569±0.001589 test-auc:0.831578±0.005772 
[768]   train-auc:0.890629±0.001564 test-auc:0.831612±0.005778 
[769]   train-auc:0.890679±0.001544 test-auc:0.831631±0.005761 
[770]   train-auc:0.890716±0.001537 test-auc:0.831637±0.005754 
[771]   train-auc:0.890746±0.001539 test-auc:0.831642±0.005748 
[772]   train-auc:0.890820±0.001520 test-auc:0.831671±0.005756 
[773]   train-auc:0.890857±0.001519 test-auc:0.831680±0.005741 
[774]   train-auc:0.890903±0.001515 test-auc:0.831695±0.005747 
[775]   train-auc:0.890955±0.001527 test-auc:0.831731±0.005733 
[776]   train-auc:0.890997±0.001519 test-auc:0.831751±0.005729 
[777]   train-auc:0.891027±0.001520 test-auc:0.831768±0.005718 
[778]   train-auc:0.891071±0.001527 test-auc:0.831781±0.005722 
[779]   train-auc:0.891123±0.001515 test-auc:0.831807±0.005710 
[780]   train-auc:0.891165±0.001513 test-auc:0.831820±0.005705 
[781]   train-auc:0.891226±0.001513 test-auc:0.831838±0.005688 
[782]   train-auc:0.891267±0.001493 test-auc:0.831855±0.005687 
[783]   train-auc:0.891324±0.001474 test-auc:0.831877±0.005685 
[784]   train-auc:0.891368±0.001479 test-auc:0.831887±0.005674 
[785]   train-auc:0.891404±0.001471 test-auc:0.831901±0.005685 
[786]   train-auc:0.891464±0.001460 test-auc:0.831926±0.005687 
[787]   train-auc:0.891506±0.001458 test-auc:0.831945±0.005694 
[788]   train-auc:0.891535±0.001456 test-auc:0.831957±0.005699 
[789]   train-auc:0.891569±0.001444 test-auc:0.831982±0.005686 
[790]   train-auc:0.891628±0.001442 test-auc:0.832000±0.005698 
[791]   train-auc:0.891674±0.001454 test-auc:0.832022±0.005686 
[792]   train-auc:0.891716±0.001437 test-auc:0.832003±0.005689 
[793]   train-auc:0.891754±0.001443 test-auc:0.832027±0.005694 
[794]   train-auc:0.891816±0.001436 test-auc:0.832056±0.005659 
[795]   train-auc:0.891861±0.001443 test-auc:0.832089±0.005666 
[796]   train-auc:0.891906±0.001443 test-auc:0.832094±0.005657 
[797]   train-auc:0.891944±0.001426 test-auc:0.832095±0.005662 
[798]   train-auc:0.891979±0.001433 test-auc:0.832100±0.005661 
[799]   train-auc:0.892022±0.001424 test-auc:0.832129±0.005638 
[800]   train-auc:0.892055±0.001427 test-auc:0.832141±0.005637 
[801]   train-auc:0.892093±0.001412 test-auc:0.832145±0.005641 
[802]   train-auc:0.892124±0.001417 test-auc:0.832162±0.005663 
[803]   train-auc:0.892187±0.001434 test-auc:0.832195±0.005651 
[804]   train-auc:0.892221±0.001432 test-auc:0.832191±0.005652 
[805]   train-auc:0.892285±0.001438 test-auc:0.832185±0.005648 
[806]   train-auc:0.892349±0.001431 test-auc:0.832231±0.005666 
[807]   train-auc:0.892395±0.001444 test-auc:0.832232±0.005691 
[808]   train-auc:0.892440±0.001454 test-auc:0.832253±0.005690 
[809]   train-auc:0.892460±0.001457 test-auc:0.832266±0.005670 
[810]   train-auc:0.892481±0.001451 test-auc:0.832269±0.005673 
[811]   train-auc:0.892526±0.001432 test-auc:0.832285±0.005694 
[812]   train-auc:0.892590±0.001422 test-auc:0.832302±0.005684 
[813]   train-auc:0.892645±0.001403 test-auc:0.832336±0.005710 
[814]   train-auc:0.892687±0.001402 test-auc:0.832354±0.005704 
[815]   train-auc:0.892724±0.001401 test-auc:0.832352±0.005694 
[816]   train-auc:0.892755±0.001393 test-auc:0.832361±0.005704 
[817]   train-auc:0.892792±0.001393 test-auc:0.832383±0.005704 
[818]   train-auc:0.892826±0.001406 test-auc:0.832399±0.005699 
[819]   train-auc:0.892855±0.001410 test-auc:0.832408±0.005695 
[820]   train-auc:0.892894±0.001417 test-auc:0.832423±0.005711 
[821]   train-auc:0.892924±0.001415 test-auc:0.832424±0.005687 
[822]   train-auc:0.892980±0.001401 test-auc:0.832429±0.005676 
[823]   train-auc:0.893017±0.001399 test-auc:0.832446±0.005685 
[824]   train-auc:0.893072±0.001385 test-auc:0.832456±0.005705 
[825]   train-auc:0.893141±0.001395 test-auc:0.832490±0.005722 
[826]   train-auc:0.893198±0.001397 test-auc:0.832535±0.005722 
[827]   train-auc:0.893226±0.001390 test-auc:0.832547±0.005715 
[828]   train-auc:0.893259±0.001385 test-auc:0.832559±0.005710 
[829]   train-auc:0.893294±0.001393 test-auc:0.832561±0.005702 
[830]   train-auc:0.893339±0.001388 test-auc:0.832581±0.005695 
[831]   train-auc:0.893383±0.001379 test-auc:0.832587±0.005682 
[832]   train-auc:0.893409±0.001377 test-auc:0.832585±0.005689 
[833]   train-auc:0.893449±0.001376 test-auc:0.832584±0.005697 
[834]   train-auc:0.893504±0.001364 test-auc:0.832608±0.005684 
[835]   train-auc:0.893543±0.001363 test-auc:0.832627±0.005679 
[836]   train-auc:0.893592±0.001359 test-auc:0.832662±0.005658 
[837]   train-auc:0.893641±0.001365 test-auc:0.832690±0.005655 
[838]   train-auc:0.893675±0.001357 test-auc:0.832712±0.005630 
[839]   train-auc:0.893741±0.001388 test-auc:0.832752±0.005591 
[840]   train-auc:0.893826±0.001409 test-auc:0.832789±0.005559 
[841]   train-auc:0.893871±0.001401 test-auc:0.832799±0.005558 
[842]   train-auc:0.893898±0.001411 test-auc:0.832804±0.005575 
[843]   train-auc:0.893940±0.001419 test-auc:0.832808±0.005590 
[844]   train-auc:0.893987±0.001426 test-auc:0.832834±0.005578 
[845]   train-auc:0.894020±0.001426 test-auc:0.832843±0.005615 
[846]   train-auc:0.894048±0.001426 test-auc:0.832837±0.005613 
[847]   train-auc:0.894082±0.001428 test-auc:0.832856±0.005630 
[848]   train-auc:0.894126±0.001419 test-auc:0.832871±0.005629 
[849]   train-auc:0.894159±0.001423 test-auc:0.832890±0.005621 
[850]   train-auc:0.894184±0.001418 test-auc:0.832916±0.005615 
[851]   train-auc:0.894218±0.001418 test-auc:0.832928±0.005605 
[852]   train-auc:0.894279±0.001439 test-auc:0.832956±0.005603 
[853]   train-auc:0.894316±0.001435 test-auc:0.832994±0.005586 
[854]   train-auc:0.894342±0.001439 test-auc:0.832996±0.005596 
[855]   train-auc:0.894385±0.001447 test-auc:0.832998±0.005605 
[856]   train-auc:0.894441±0.001446 test-auc:0.833022±0.005602 
[857]   train-auc:0.894461±0.001448 test-auc:0.833032±0.005614 
[858]   train-auc:0.894510±0.001441 test-auc:0.833039±0.005583 
[859]   train-auc:0.894541±0.001447 test-auc:0.833057±0.005573 
[860]   train-auc:0.894583±0.001462 test-auc:0.833062±0.005579 
[861]   train-auc:0.894638±0.001458 test-auc:0.833072±0.005587 
[862]   train-auc:0.894682±0.001466 test-auc:0.833088±0.005588 
[863]   train-auc:0.894718±0.001470 test-auc:0.833080±0.005612 
[864]   train-auc:0.894757±0.001470 test-auc:0.833087±0.005611 
[865]   train-auc:0.894784±0.001474 test-auc:0.833113±0.005591 
[866]   train-auc:0.894843±0.001448 test-auc:0.833144±0.005614 
[867]   train-auc:0.894875±0.001446 test-auc:0.833138±0.005626 
[868]   train-auc:0.894930±0.001478 test-auc:0.833173±0.005598 
[869]   train-auc:0.894974±0.001470 test-auc:0.833200±0.005599 
[870]   train-auc:0.895010±0.001468 test-auc:0.833218±0.005610 
[871]   train-auc:0.895056±0.001477 test-auc:0.833245±0.005619 
[872]   train-auc:0.895091±0.001473 test-auc:0.833240±0.005633 
[873]   train-auc:0.895135±0.001482 test-auc:0.833249±0.005641 
[874]   train-auc:0.895169±0.001475 test-auc:0.833260±0.005610 
[875]   train-auc:0.895215±0.001475 test-auc:0.833280±0.005602 
[876]   train-auc:0.895284±0.001487 test-auc:0.833320±0.005601 
[877]   train-auc:0.895355±0.001513 test-auc:0.833345±0.005631 
[878]   train-auc:0.895422±0.001501 test-auc:0.833361±0.005637 
[879]   train-auc:0.895456±0.001493 test-auc:0.833357±0.005649 
[880]   train-auc:0.895477±0.001495 test-auc:0.833363±0.005645 
[881]   train-auc:0.895512±0.001503 test-auc:0.833378±0.005647 
[882]   train-auc:0.895549±0.001515 test-auc:0.833393±0.005638 
[883]   train-auc:0.895580±0.001519 test-auc:0.833410±0.005646 
[884]   train-auc:0.895625±0.001508 test-auc:0.833413±0.005663 
[885]   train-auc:0.895678±0.001515 test-auc:0.833424±0.005671 
[886]   train-auc:0.895722±0.001512 test-auc:0.833459±0.005671 
[887]   train-auc:0.895777±0.001509 test-auc:0.833476±0.005661 
[888]   train-auc:0.895826±0.001514 test-auc:0.833496±0.005657 
[889]   train-auc:0.895864±0.001505 test-auc:0.833515±0.005661 
[890]   train-auc:0.895909±0.001505 test-auc:0.833521±0.005664 
[891]   train-auc:0.895937±0.001512 test-auc:0.833542±0.005654 
[892]   train-auc:0.895976±0.001506 test-auc:0.833536±0.005650 
[893]   train-auc:0.896007±0.001499 test-auc:0.833541±0.005637 
[894]   train-auc:0.896043±0.001500 test-auc:0.833573±0.005612 
[895]   train-auc:0.896090±0.001499 test-auc:0.833585±0.005620 
[896]   train-auc:0.896118±0.001506 test-auc:0.833604±0.005621 
[897]   train-auc:0.896149±0.001506 test-auc:0.833618±0.005611 
[898]   train-auc:0.896189±0.001501 test-auc:0.833633±0.005605 
[899]   train-auc:0.896229±0.001495 test-auc:0.833652±0.005585 
[900]   train-auc:0.896257±0.001502 test-auc:0.833664±0.005589 
[901]   train-auc:0.896293±0.001502 test-auc:0.833687±0.005592 
[902]   train-auc:0.896325±0.001505 test-auc:0.833685±0.005603 
[903]   train-auc:0.896369±0.001500 test-auc:0.833697±0.005598 
[904]   train-auc:0.896420±0.001492 test-auc:0.833708±0.005620 
[905]   train-auc:0.896465±0.001492 test-auc:0.833728±0.005634 
[906]   train-auc:0.896508±0.001494 test-auc:0.833728±0.005629 
[907]   train-auc:0.896574±0.001504 test-auc:0.833729±0.005627 
[908]   train-auc:0.896601±0.001514 test-auc:0.833735±0.005630 
[909]   train-auc:0.896641±0.001507 test-auc:0.833734±0.005640 
[910]   train-auc:0.896708±0.001521 test-auc:0.833775±0.005638 
[911]   train-auc:0.896739±0.001531 test-auc:0.833793±0.005640 
[912]   train-auc:0.896786±0.001530 test-auc:0.833803±0.005613 
[913]   train-auc:0.896828±0.001526 test-auc:0.833816±0.005632 
[914]   train-auc:0.896868±0.001530 test-auc:0.833822±0.005639 
[915]   train-auc:0.896960±0.001518 test-auc:0.833878±0.005630 
[916]   train-auc:0.897000±0.001517 test-auc:0.833894±0.005640 
[917]   train-auc:0.897041±0.001521 test-auc:0.833902±0.005648 
[918]   train-auc:0.897088±0.001513 test-auc:0.833921±0.005656 
[919]   train-auc:0.897136±0.001504 test-auc:0.833930±0.005665 
[920]   train-auc:0.897175±0.001518 test-auc:0.833948±0.005650 
[921]   train-auc:0.897214±0.001514 test-auc:0.833963±0.005663 
[922]   train-auc:0.897252±0.001503 test-auc:0.833969±0.005678 
[923]   train-auc:0.897293±0.001513 test-auc:0.833980±0.005655 
[924]   train-auc:0.897354±0.001528 test-auc:0.834009±0.005661 
[925]   train-auc:0.897422±0.001553 test-auc:0.834028±0.005658 
[926]   train-auc:0.897466±0.001585 test-auc:0.834040±0.005645 
[927]   train-auc:0.897499±0.001590 test-auc:0.834040±0.005641 
[928]   train-auc:0.897539±0.001584 test-auc:0.834039±0.005642 
[929]   train-auc:0.897569±0.001586 test-auc:0.834052±0.005631 
[930]   train-auc:0.897591±0.001584 test-auc:0.834057±0.005636 
[931]   train-auc:0.897625±0.001580 test-auc:0.834073±0.005640 
[932]   train-auc:0.897664±0.001571 test-auc:0.834110±0.005637 
[933]   train-auc:0.897697±0.001567 test-auc:0.834125±0.005655 
[934]   train-auc:0.897764±0.001579 test-auc:0.834150±0.005662 
[935]   train-auc:0.897792±0.001582 test-auc:0.834147±0.005667 
[936]   train-auc:0.897838±0.001587 test-auc:0.834164±0.005681 
[937]   train-auc:0.897871±0.001582 test-auc:0.834179±0.005675 
[938]   train-auc:0.897928±0.001595 test-auc:0.834187±0.005689 
[939]   train-auc:0.897966±0.001596 test-auc:0.834201±0.005688 
[940]   train-auc:0.897991±0.001603 test-auc:0.834206±0.005687 
[941]   train-auc:0.898012±0.001606 test-auc:0.834203±0.005686 
[942]   train-auc:0.898044±0.001606 test-auc:0.834224±0.005689 
[943]   train-auc:0.898076±0.001604 test-auc:0.834235±0.005692 
[944]   train-auc:0.898123±0.001635 test-auc:0.834247±0.005683 
[945]   train-auc:0.898156±0.001632 test-auc:0.834251±0.005687 
[946]   train-auc:0.898205±0.001640 test-auc:0.834284±0.005665 
[947]   train-auc:0.898230±0.001650 test-auc:0.834282±0.005664 
[948]   train-auc:0.898272±0.001676 test-auc:0.834310±0.005649 
[949]   train-auc:0.898307±0.001681 test-auc:0.834325±0.005653 
[950]   train-auc:0.898354±0.001698 test-auc:0.834337±0.005662 
[951]   train-auc:0.898377±0.001712 test-auc:0.834340±0.005639 
[952]   train-auc:0.898403±0.001718 test-auc:0.834327±0.005648 
[953]   train-auc:0.898435±0.001725 test-auc:0.834330±0.005641 
[954]   train-auc:0.898496±0.001726 test-auc:0.834363±0.005625 
[955]   train-auc:0.898548±0.001723 test-auc:0.834382±0.005645 
[956]   train-auc:0.898587±0.001738 test-auc:0.834396±0.005635 
[957]   train-auc:0.898619±0.001726 test-auc:0.834391±0.005634 
[958]   train-auc:0.898649±0.001724 test-auc:0.834401±0.005637 
[959]   train-auc:0.898681±0.001732 test-auc:0.834399±0.005642 
[960]   train-auc:0.898717±0.001727 test-auc:0.834416±0.005657 
[961]   train-auc:0.898761±0.001732 test-auc:0.834415±0.005663 
[962]   train-auc:0.898792±0.001735 test-auc:0.834417±0.005660 
[963]   train-auc:0.898826±0.001751 test-auc:0.834428±0.005663 
[964]   train-auc:0.898867±0.001753 test-auc:0.834445±0.005648 
[965]   train-auc:0.898909±0.001771 test-auc:0.834458±0.005621 
[966]   train-auc:0.898951±0.001783 test-auc:0.834457±0.005622 
[967]   train-auc:0.898983±0.001797 test-auc:0.834464±0.005622 
[968]   train-auc:0.899023±0.001798 test-auc:0.834492±0.005622 
[969]   train-auc:0.899056±0.001796 test-auc:0.834483±0.005632 
[970]   train-auc:0.899103±0.001819 test-auc:0.834508±0.005640 
[971]   train-auc:0.899142±0.001825 test-auc:0.834525±0.005624 
[972]   train-auc:0.899171±0.001838 test-auc:0.834533±0.005623 
[973]   train-auc:0.899212±0.001832 test-auc:0.834557±0.005641 
[974]   train-auc:0.899247±0.001835 test-auc:0.834551±0.005637 
[975]   train-auc:0.899286±0.001839 test-auc:0.834564±0.005626 
[976]   train-auc:0.899321±0.001846 test-auc:0.834569±0.005634 
[977]   train-auc:0.899350±0.001838 test-auc:0.834593±0.005639 
[978]   train-auc:0.899396±0.001833 test-auc:0.834625±0.005608 
[979]   train-auc:0.899426±0.001828 test-auc:0.834638±0.005611 
[980]   train-auc:0.899461±0.001828 test-auc:0.834635±0.005622 
[981]   train-auc:0.899491±0.001839 test-auc:0.834652±0.005598 
[982]   train-auc:0.899537±0.001831 test-auc:0.834665±0.005603 
[983]   train-auc:0.899562±0.001839 test-auc:0.834659±0.005597 
[984]   train-auc:0.899596±0.001837 test-auc:0.834668±0.005597 
[985]   train-auc:0.899630±0.001842 test-auc:0.834684±0.005598 
[986]   train-auc:0.899657±0.001852 test-auc:0.834698±0.005593 
[987]   train-auc:0.899688±0.001846 test-auc:0.834702±0.005590 
[988]   train-auc:0.899734±0.001842 test-auc:0.834715±0.005575 
[989]   train-auc:0.899769±0.001838 test-auc:0.834733±0.005578 
[990]   train-auc:0.899810±0.001835 test-auc:0.834749±0.005572 
[991]   train-auc:0.899842±0.001851 test-auc:0.834766±0.005579 
[992]   train-auc:0.899869±0.001855 test-auc:0.834786±0.005606 
[993]   train-auc:0.899905±0.001855 test-auc:0.834796±0.005585 
[994]   train-auc:0.899973±0.001836 test-auc:0.834803±0.005597 
[995]   train-auc:0.900042±0.001831 test-auc:0.834796±0.005605 
[996]   train-auc:0.900077±0.001830 test-auc:0.834808±0.005609 
[997]   train-auc:0.900119±0.001845 test-auc:0.834829±0.005596 
[998]   train-auc:0.900152±0.001847 test-auc:0.834843±0.005598 
[999]   train-auc:0.900182±0.001852 test-auc:0.834854±0.005597 
[1000]  train-auc:0.900215±0.001856 test-auc:0.834863±0.005597 
[1001]  train-auc:0.900256±0.001864 test-auc:0.834865±0.005591 
[1002]  train-auc:0.900300±0.001864 test-auc:0.834880±0.005601 
[1003]  train-auc:0.900349±0.001848 test-auc:0.834895±0.005598 
[1004]  train-auc:0.900379±0.001859 test-auc:0.834894±0.005598 
[1005]  train-auc:0.900417±0.001855 test-auc:0.834926±0.005599 
[1006]  train-auc:0.900453±0.001860 test-auc:0.834953±0.005580 
[1007]  train-auc:0.900479±0.001858 test-auc:0.834960±0.005557 
[1008]  train-auc:0.900528±0.001869 test-auc:0.834975±0.005544 
[1009]  train-auc:0.900575±0.001872 test-auc:0.835015±0.005553 
[1010]  train-auc:0.900613±0.001864 test-auc:0.835038±0.005553 
[1011]  train-auc:0.900661±0.001889 test-auc:0.835044±0.005546 
[1012]  train-auc:0.900692±0.001889 test-auc:0.835045±0.005551 
[1013]  train-auc:0.900721±0.001891 test-auc:0.835058±0.005538 
[1014]  train-auc:0.900749±0.001900 test-auc:0.835060±0.005544 
[1015]  train-auc:0.900823±0.001912 test-auc:0.835090±0.005550 
[1016]  train-auc:0.900869±0.001926 test-auc:0.835123±0.005544 
[1017]  train-auc:0.900908±0.001924 test-auc:0.835124±0.005542 
[1018]  train-auc:0.900939±0.001926 test-auc:0.835132±0.005533 
[1019]  train-auc:0.900986±0.001941 test-auc:0.835149±0.005535 
[1020]  train-auc:0.901033±0.001955 test-auc:0.835182±0.005525 
[1021]  train-auc:0.901053±0.001952 test-auc:0.835177±0.005533 
[1022]  train-auc:0.901076±0.001955 test-auc:0.835203±0.005518 
[1023]  train-auc:0.901123±0.001963 test-auc:0.835197±0.005507 
[1024]  train-auc:0.901143±0.001963 test-auc:0.835205±0.005486 
[1025]  train-auc:0.901161±0.001966 test-auc:0.835210±0.005490 
[1026]  train-auc:0.901191±0.001968 test-auc:0.835228±0.005470 
[1027]  train-auc:0.901214±0.001967 test-auc:0.835227±0.005466 
[1028]  train-auc:0.901240±0.001964 test-auc:0.835236±0.005475 
[1029]  train-auc:0.901277±0.001959 test-auc:0.835246±0.005456 
[1030]  train-auc:0.901301±0.001956 test-auc:0.835266±0.005462 
[1031]  train-auc:0.901366±0.001964 test-auc:0.835304±0.005456 
[1032]  train-auc:0.901388±0.001966 test-auc:0.835311±0.005455 
[1033]  train-auc:0.901409±0.001964 test-auc:0.835313±0.005459 
[1034]  train-auc:0.901439±0.001956 test-auc:0.835311±0.005452 
[1035]  train-auc:0.901466±0.001958 test-auc:0.835314±0.005456 
[1036]  train-auc:0.901536±0.001975 test-auc:0.835339±0.005448 
[1037]  train-auc:0.901561±0.001978 test-auc:0.835358±0.005442 
[1038]  train-auc:0.901581±0.001978 test-auc:0.835355±0.005452 
[1039]  train-auc:0.901602±0.001982 test-auc:0.835373±0.005448 
[1040]  train-auc:0.901637±0.001997 test-auc:0.835375±0.005455 
[1041]  train-auc:0.901674±0.002000 test-auc:0.835388±0.005453 
[1042]  train-auc:0.901703±0.002005 test-auc:0.835407±0.005433 
[1043]  train-auc:0.901732±0.002008 test-auc:0.835410±0.005423 
[1044]  train-auc:0.901771±0.001983 test-auc:0.835413±0.005434 
[1045]  train-auc:0.901793±0.001975 test-auc:0.835413±0.005427 
[1046]  train-auc:0.901827±0.001967 test-auc:0.835441±0.005422 
[1047]  train-auc:0.901885±0.001968 test-auc:0.835479±0.005427 
[1048]  train-auc:0.901913±0.001971 test-auc:0.835468±0.005423 
[1049]  train-auc:0.901947±0.001963 test-auc:0.835478±0.005419 
[1050]  train-auc:0.902004±0.001953 test-auc:0.835501±0.005418 
[1051]  train-auc:0.902077±0.001960 test-auc:0.835516±0.005412 
[1052]  train-auc:0.902135±0.001968 test-auc:0.835522±0.005408 
[1053]  train-auc:0.902163±0.001959 test-auc:0.835530±0.005415 
[1054]  train-auc:0.902214±0.001981 test-auc:0.835560±0.005421 
[1055]  train-auc:0.902244±0.001976 test-auc:0.835581±0.005434 
[1056]  train-auc:0.902267±0.001974 test-auc:0.835593±0.005434 
[1057]  train-auc:0.902288±0.001978 test-auc:0.835602±0.005437 
[1058]  train-auc:0.902309±0.001977 test-auc:0.835612±0.005421 
[1059]  train-auc:0.902351±0.001989 test-auc:0.835627±0.005427 
[1060]  train-auc:0.902383±0.001992 test-auc:0.835618±0.005425 
[1061]  train-auc:0.902403±0.001987 test-auc:0.835610±0.005415 
[1062]  train-auc:0.902431±0.001991 test-auc:0.835617±0.005414 
[1063]  train-auc:0.902475±0.001995 test-auc:0.835635±0.005420 
[1064]  train-auc:0.902506±0.001993 test-auc:0.835648±0.005413 
[1065]  train-auc:0.902532±0.002001 test-auc:0.835659±0.005408 
[1066]  train-auc:0.902565±0.001994 test-auc:0.835667±0.005417 
[1067]  train-auc:0.902612±0.002012 test-auc:0.835684±0.005402 
[1068]  train-auc:0.902672±0.002001 test-auc:0.835712±0.005401 
[1069]  train-auc:0.902713±0.001998 test-auc:0.835718±0.005404 
[1070]  train-auc:0.902751±0.001990 test-auc:0.835741±0.005396 
[1071]  train-auc:0.902790±0.001995 test-auc:0.835760±0.005383 
[1072]  train-auc:0.902820±0.001992 test-auc:0.835749±0.005382 
[1073]  train-auc:0.902844±0.001992 test-auc:0.835749±0.005389 
[1074]  train-auc:0.902865±0.001992 test-auc:0.835771±0.005380 
[1075]  train-auc:0.902897±0.002006 test-auc:0.835798±0.005373 
[1076]  train-auc:0.902919±0.002009 test-auc:0.835805±0.005373 
[1077]  train-auc:0.902969±0.002010 test-auc:0.835814±0.005358 
[1078]  train-auc:0.902999±0.002016 test-auc:0.835830±0.005344 
[1079]  train-auc:0.903035±0.002004 test-auc:0.835843±0.005350 
[1080]  train-auc:0.903064±0.001999 test-auc:0.835847±0.005349 
[1081]  train-auc:0.903099±0.001996 test-auc:0.835852±0.005330 
[1082]  train-auc:0.903141±0.001998 test-auc:0.835872±0.005328 
[1083]  train-auc:0.903173±0.002004 test-auc:0.835883±0.005342 
[1084]  train-auc:0.903222±0.002016 test-auc:0.835903±0.005313 
[1085]  train-auc:0.903243±0.002014 test-auc:0.835909±0.005307 
[1086]  train-auc:0.903279±0.002011 test-auc:0.835932±0.005298 
[1087]  train-auc:0.903305±0.002009 test-auc:0.835944±0.005303 
[1088]  train-auc:0.903359±0.002017 test-auc:0.835952±0.005305 
[1089]  train-auc:0.903387±0.002023 test-auc:0.835960±0.005278 
[1090]  train-auc:0.903411±0.002021 test-auc:0.835974±0.005271 
[1091]  train-auc:0.903461±0.002005 test-auc:0.835980±0.005291 
[1092]  train-auc:0.903492±0.002009 test-auc:0.835990±0.005291 
[1093]  train-auc:0.903522±0.002001 test-auc:0.835998±0.005293 
[1094]  train-auc:0.903558±0.001993 test-auc:0.836020±0.005291 
[1095]  train-auc:0.903593±0.001989 test-auc:0.836038±0.005302 
[1096]  train-auc:0.903625±0.001984 test-auc:0.836043±0.005302 
[1097]  train-auc:0.903682±0.001959 test-auc:0.836073±0.005311 
[1098]  train-auc:0.903725±0.001958 test-auc:0.836091±0.005284 
[1099]  train-auc:0.903748±0.001965 test-auc:0.836095±0.005292 
[1100]  train-auc:0.903765±0.001972 test-auc:0.836103±0.005276 
[1101]  train-auc:0.903807±0.001971 test-auc:0.836112±0.005274 
[1102]  train-auc:0.903853±0.001959 test-auc:0.836131±0.005265 
[1103]  train-auc:0.903899±0.001944 test-auc:0.836138±0.005256 
[1104]  train-auc:0.903923±0.001946 test-auc:0.836129±0.005267 
[1105]  train-auc:0.903957±0.001946 test-auc:0.836126±0.005249 
[1106]  train-auc:0.903982±0.001942 test-auc:0.836146±0.005248 
[1107]  train-auc:0.904016±0.001946 test-auc:0.836157±0.005226 
[1108]  train-auc:0.904048±0.001957 test-auc:0.836179±0.005218 
[1109]  train-auc:0.904098±0.001944 test-auc:0.836189±0.005236 
[1110]  train-auc:0.904121±0.001942 test-auc:0.836203±0.005254 
[1111]  train-auc:0.904155±0.001952 test-auc:0.836210±0.005249 
[1112]  train-auc:0.904175±0.001949 test-auc:0.836212±0.005239 
[1113]  train-auc:0.904220±0.001945 test-auc:0.836230±0.005243 
[1114]  train-auc:0.904269±0.001939 test-auc:0.836239±0.005233 
[1115]  train-auc:0.904297±0.001930 test-auc:0.836232±0.005231 
[1116]  train-auc:0.904324±0.001925 test-auc:0.836227±0.005229 
[1117]  train-auc:0.904352±0.001923 test-auc:0.836252±0.005238 
[1118]  train-auc:0.904375±0.001930 test-auc:0.836261±0.005238 
[1119]  train-auc:0.904415±0.001929 test-auc:0.836293±0.005266 
[1120]  train-auc:0.904442±0.001923 test-auc:0.836289±0.005274 
[1121]  train-auc:0.904469±0.001916 test-auc:0.836291±0.005273 
[1122]  train-auc:0.904503±0.001905 test-auc:0.836301±0.005266 
[1123]  train-auc:0.904545±0.001908 test-auc:0.836334±0.005258 
[1124]  train-auc:0.904574±0.001903 test-auc:0.836348±0.005278 
[1125]  train-auc:0.904590±0.001900 test-auc:0.836349±0.005274 
[1126]  train-auc:0.904618±0.001890 test-auc:0.836374±0.005268 
[1127]  train-auc:0.904651±0.001894 test-auc:0.836377±0.005274 
[1128]  train-auc:0.904683±0.001885 test-auc:0.836384±0.005249 
[1129]  train-auc:0.904746±0.001868 test-auc:0.836417±0.005236 
[1130]  train-auc:0.904795±0.001869 test-auc:0.836412±0.005236 
[1131]  train-auc:0.904829±0.001873 test-auc:0.836424±0.005210 
[1132]  train-auc:0.904857±0.001870 test-auc:0.836432±0.005216 
[1133]  train-auc:0.904891±0.001861 test-auc:0.836446±0.005224 
[1134]  train-auc:0.904911±0.001861 test-auc:0.836459±0.005226 
[1135]  train-auc:0.904960±0.001834 test-auc:0.836468±0.005227 
[1136]  train-auc:0.905008±0.001849 test-auc:0.836491±0.005247 
[1137]  train-auc:0.905033±0.001841 test-auc:0.836503±0.005242 
[1138]  train-auc:0.905064±0.001832 test-auc:0.836511±0.005236 
[1139]  train-auc:0.905096±0.001843 test-auc:0.836516±0.005228 
[1140]  train-auc:0.905119±0.001843 test-auc:0.836514±0.005211 
[1141]  train-auc:0.905149±0.001832 test-auc:0.836524±0.005220 
[1142]  train-auc:0.905179±0.001824 test-auc:0.836525±0.005215 
[1143]  train-auc:0.905213±0.001817 test-auc:0.836533±0.005213 
[1144]  train-auc:0.905262±0.001817 test-auc:0.836551±0.005198 
[1145]  train-auc:0.905291±0.001813 test-auc:0.836575±0.005194 
[1146]  train-auc:0.905338±0.001811 test-auc:0.836583±0.005194 
[1147]  train-auc:0.905375±0.001806 test-auc:0.836604±0.005222 
[1148]  train-auc:0.905428±0.001809 test-auc:0.836645±0.005194 
[1149]  train-auc:0.905451±0.001800 test-auc:0.836641±0.005194 
[1150]  train-auc:0.905478±0.001796 test-auc:0.836646±0.005200 
[1151]  train-auc:0.905508±0.001787 test-auc:0.836647±0.005209 
[1152]  train-auc:0.905548±0.001798 test-auc:0.836663±0.005219 
[1153]  train-auc:0.905577±0.001798 test-auc:0.836667±0.005226 
[1154]  train-auc:0.905628±0.001776 test-auc:0.836686±0.005221 
[1155]  train-auc:0.905686±0.001786 test-auc:0.836719±0.005216 
[1156]  train-auc:0.905701±0.001789 test-auc:0.836711±0.005218 
[1157]  train-auc:0.905748±0.001795 test-auc:0.836744±0.005231 
[1158]  train-auc:0.905787±0.001795 test-auc:0.836747±0.005232 
[1159]  train-auc:0.905827±0.001804 test-auc:0.836773±0.005209 
[1160]  train-auc:0.905849±0.001805 test-auc:0.836787±0.005202 
[1161]  train-auc:0.905877±0.001804 test-auc:0.836799±0.005210 
[1162]  train-auc:0.905899±0.001804 test-auc:0.836802±0.005223 
[1163]  train-auc:0.905926±0.001807 test-auc:0.836811±0.005197 
[1164]  train-auc:0.905957±0.001803 test-auc:0.836822±0.005209 
[1165]  train-auc:0.905993±0.001806 test-auc:0.836838±0.005200 
[1166]  train-auc:0.906050±0.001815 test-auc:0.836878±0.005191 
[1167]  train-auc:0.906070±0.001816 test-auc:0.836888±0.005208 
[1168]  train-auc:0.906113±0.001835 test-auc:0.836919±0.005216 
[1169]  train-auc:0.906146±0.001851 test-auc:0.836933±0.005199 
[1170]  train-auc:0.906175±0.001865 test-auc:0.836945±0.005200 
[1171]  train-auc:0.906200±0.001874 test-auc:0.836952±0.005196 
[1172]  train-auc:0.906228±0.001876 test-auc:0.836953±0.005205 
[1173]  train-auc:0.906267±0.001877 test-auc:0.836963±0.005206 
[1174]  train-auc:0.906307±0.001875 test-auc:0.836982±0.005189 
[1175]  train-auc:0.906345±0.001882 test-auc:0.837007±0.005157 
[1176]  train-auc:0.906382±0.001877 test-auc:0.837030±0.005154 
[1177]  train-auc:0.906404±0.001875 test-auc:0.837034±0.005147 
[1178]  train-auc:0.906432±0.001868 test-auc:0.837039±0.005148 
[1179]  train-auc:0.906463±0.001876 test-auc:0.837047±0.005152 
[1180]  train-auc:0.906511±0.001891 test-auc:0.837060±0.005152 
[1181]  train-auc:0.906541±0.001888 test-auc:0.837062±0.005149 
[1182]  train-auc:0.906564±0.001883 test-auc:0.837073±0.005164 
[1183]  train-auc:0.906587±0.001875 test-auc:0.837076±0.005171 
[1184]  train-auc:0.906628±0.001875 test-auc:0.837094±0.005166 
[1185]  train-auc:0.906659±0.001873 test-auc:0.837077±0.005186 
[1186]  train-auc:0.906687±0.001877 test-auc:0.837088±0.005183 
[1187]  train-auc:0.906715±0.001874 test-auc:0.837098±0.005164 
[1188]  train-auc:0.906740±0.001869 test-auc:0.837102±0.005168 
[1189]  train-auc:0.906775±0.001853 test-auc:0.837104±0.005175 
[1190]  train-auc:0.906810±0.001851 test-auc:0.837117±0.005159 
[1191]  train-auc:0.906843±0.001844 test-auc:0.837130±0.005168 
[1192]  train-auc:0.906857±0.001847 test-auc:0.837143±0.005166 
[1193]  train-auc:0.906895±0.001846 test-auc:0.837159±0.005152 
[1194]  train-auc:0.906928±0.001840 test-auc:0.837170±0.005164 
[1195]  train-auc:0.906947±0.001845 test-auc:0.837169±0.005153 
[1196]  train-auc:0.906972±0.001836 test-auc:0.837178±0.005159 
[1197]  train-auc:0.907021±0.001830 test-auc:0.837199±0.005142 
[1198]  train-auc:0.907050±0.001831 test-auc:0.837212±0.005138 
[1199]  train-auc:0.907077±0.001837 test-auc:0.837226±0.005121 
[1200]  train-auc:0.907105±0.001828 test-auc:0.837224±0.005127 
[1201]  train-auc:0.907132±0.001831 test-auc:0.837216±0.005124 
[1202]  train-auc:0.907170±0.001834 test-auc:0.837232±0.005114 
[1203]  train-auc:0.907206±0.001835 test-auc:0.837247±0.005094 
[1204]  train-auc:0.907249±0.001837 test-auc:0.837276±0.005080 
[1205]  train-auc:0.907309±0.001862 test-auc:0.837299±0.005073 
[1206]  train-auc:0.907336±0.001859 test-auc:0.837304±0.005071 
[1207]  train-auc:0.907361±0.001866 test-auc:0.837306±0.005055 
[1208]  train-auc:0.907381±0.001869 test-auc:0.837333±0.005038 
[1209]  train-auc:0.907410±0.001868 test-auc:0.837338±0.005041 
[1210]  train-auc:0.907443±0.001870 test-auc:0.837365±0.005045 
[1211]  train-auc:0.907471±0.001864 test-auc:0.837378±0.005030 
[1212]  train-auc:0.907496±0.001866 test-auc:0.837399±0.005039 
[1213]  train-auc:0.907529±0.001863 test-auc:0.837386±0.005043 
[1214]  train-auc:0.907550±0.001869 test-auc:0.837394±0.005042 
[1215]  train-auc:0.907565±0.001876 test-auc:0.837401±0.005038 
[1216]  train-auc:0.907603±0.001873 test-auc:0.837416±0.005032 
[1217]  train-auc:0.907631±0.001865 test-auc:0.837426±0.005032 
[1218]  train-auc:0.907663±0.001870 test-auc:0.837430±0.005020 
[1219]  train-auc:0.907681±0.001868 test-auc:0.837440±0.005013 
[1220]  train-auc:0.907705±0.001863 test-auc:0.837433±0.005005 
[1221]  train-auc:0.907733±0.001864 test-auc:0.837434±0.005019 
[1222]  train-auc:0.907769±0.001865 test-auc:0.837451±0.004994 
[1223]  train-auc:0.907806±0.001867 test-auc:0.837465±0.005012 
[1224]  train-auc:0.907851±0.001879 test-auc:0.837479±0.004997 
[1225]  train-auc:0.907880±0.001883 test-auc:0.837498±0.004983 
[1226]  train-auc:0.907904±0.001882 test-auc:0.837497±0.004985 
[1227]  train-auc:0.907946±0.001893 test-auc:0.837504±0.004999 
[1228]  train-auc:0.907995±0.001919 test-auc:0.837549±0.005002 
[1229]  train-auc:0.908036±0.001912 test-auc:0.837553±0.004984 
[1230]  train-auc:0.908096±0.001936 test-auc:0.837559±0.004973 
[1231]  train-auc:0.908130±0.001927 test-auc:0.837572±0.004968 
[1232]  train-auc:0.908154±0.001919 test-auc:0.837574±0.004981 
[1233]  train-auc:0.908178±0.001929 test-auc:0.837577±0.004984 
[1234]  train-auc:0.908229±0.001961 test-auc:0.837607±0.004967 
[1235]  train-auc:0.908265±0.001967 test-auc:0.837623±0.004987 
[1236]  train-auc:0.908317±0.001990 test-auc:0.837655±0.004964 
[1237]  train-auc:0.908380±0.001998 test-auc:0.837671±0.004985 
[1238]  train-auc:0.908410±0.001990 test-auc:0.837684±0.004983 
[1239]  train-auc:0.908446±0.001983 test-auc:0.837694±0.004991 
[1240]  train-auc:0.908468±0.001987 test-auc:0.837698±0.005000 
[1241]  train-auc:0.908489±0.001995 test-auc:0.837702±0.005005 
[1242]  train-auc:0.908518±0.001986 test-auc:0.837713±0.004990 
[1243]  train-auc:0.908548±0.001989 test-auc:0.837708±0.004991 
[1244]  train-auc:0.908592±0.001982 test-auc:0.837722±0.004989 
[1245]  train-auc:0.908621±0.001991 test-auc:0.837731±0.004997 
[1246]  train-auc:0.908651±0.001985 test-auc:0.837750±0.005002 
[1247]  train-auc:0.908683±0.001996 test-auc:0.837759±0.004993 
[1248]  train-auc:0.908725±0.002020 test-auc:0.837768±0.004994 
[1249]  train-auc:0.908761±0.002023 test-auc:0.837772±0.004984 
[1250]  train-auc:0.908787±0.002021 test-auc:0.837781±0.004980 
[1251]  train-auc:0.908830±0.002019 test-auc:0.837792±0.004949 
[1252]  train-auc:0.908868±0.002010 test-auc:0.837812±0.004960 
[1253]  train-auc:0.908885±0.002010 test-auc:0.837815±0.004948 
[1254]  train-auc:0.908935±0.001993 test-auc:0.837806±0.004976 
[1255]  train-auc:0.908968±0.002018 test-auc:0.837822±0.004946 
[1256]  train-auc:0.908992±0.002013 test-auc:0.837833±0.004961 
[1257]  train-auc:0.909021±0.002006 test-auc:0.837843±0.004963 
[1258]  train-auc:0.909046±0.001996 test-auc:0.837845±0.004966 
[1259]  train-auc:0.909082±0.001985 test-auc:0.837853±0.004994 
[1260]  train-auc:0.909121±0.001959 test-auc:0.837863±0.005001 
[1261]  train-auc:0.909147±0.001954 test-auc:0.837870±0.005002 
[1262]  train-auc:0.909175±0.001965 test-auc:0.837876±0.005019 
[1263]  train-auc:0.909200±0.001964 test-auc:0.837881±0.005002 
[1264]  train-auc:0.909228±0.001968 test-auc:0.837878±0.005021 
[1265]  train-auc:0.909259±0.001982 test-auc:0.837895±0.005020 
[1266]  train-auc:0.909290±0.001979 test-auc:0.837885±0.005015 
[1267]  train-auc:0.909316±0.001988 test-auc:0.837891±0.005018 
[1268]  train-auc:0.909350±0.001973 test-auc:0.837896±0.005019 
[1269]  train-auc:0.909384±0.001971 test-auc:0.837898±0.005014 
[1270]  train-auc:0.909414±0.001968 test-auc:0.837896±0.005015 
[1271]  train-auc:0.909445±0.001966 test-auc:0.837887±0.005006 
[1272]  train-auc:0.909472±0.001964 test-auc:0.837880±0.005016 
[1273]  train-auc:0.909513±0.001974 test-auc:0.837913±0.005002 
[1274]  train-auc:0.909539±0.001965 test-auc:0.837923±0.005019 
[1275]  train-auc:0.909569±0.001961 test-auc:0.837924±0.005025 
[1276]  train-auc:0.909599±0.001953 test-auc:0.837934±0.005026 
[1277]  train-auc:0.909635±0.001949 test-auc:0.837955±0.005017 
[1278]  train-auc:0.909653±0.001948 test-auc:0.837955±0.005005 
[1279]  train-auc:0.909673±0.001948 test-auc:0.837955±0.005012 
[1280]  train-auc:0.909714±0.001943 test-auc:0.837978±0.005007 
[1281]  train-auc:0.909768±0.001961 test-auc:0.837986±0.004985 
[1282]  train-auc:0.909788±0.001954 test-auc:0.837993±0.004980 
[1283]  train-auc:0.909822±0.001948 test-auc:0.838013±0.004989 
[1284]  train-auc:0.909845±0.001948 test-auc:0.838017±0.004972 
[1285]  train-auc:0.909890±0.001946 test-auc:0.838031±0.004972 
[1286]  train-auc:0.909924±0.001945 test-auc:0.838033±0.004987 
[1287]  train-auc:0.909942±0.001951 test-auc:0.838049±0.004978 
[1288]  train-auc:0.909956±0.001952 test-auc:0.838046±0.004996 
[1289]  train-auc:0.909982±0.001950 test-auc:0.838048±0.004989 
[1290]  train-auc:0.910010±0.001951 test-auc:0.838053±0.004983 
[1291]  train-auc:0.910039±0.001950 test-auc:0.838073±0.004977 
[1292]  train-auc:0.910085±0.001938 test-auc:0.838086±0.004975 
[1293]  train-auc:0.910102±0.001936 test-auc:0.838079±0.004961 
[1294]  train-auc:0.910118±0.001938 test-auc:0.838098±0.004953 
[1295]  train-auc:0.910136±0.001942 test-auc:0.838091±0.004961 
[1296]  train-auc:0.910181±0.001946 test-auc:0.838104±0.004954 
[1297]  train-auc:0.910218±0.001931 test-auc:0.838106±0.004970 
[1298]  train-auc:0.910233±0.001941 test-auc:0.838116±0.004960 
[1299]  train-auc:0.910260±0.001944 test-auc:0.838113±0.004946 
[1300]  train-auc:0.910279±0.001940 test-auc:0.838138±0.004957 
[1301]  train-auc:0.910310±0.001948 test-auc:0.838139±0.004959 
[1302]  train-auc:0.910336±0.001954 test-auc:0.838137±0.004956 
[1303]  train-auc:0.910378±0.001954 test-auc:0.838158±0.004954 
[1304]  train-auc:0.910391±0.001952 test-auc:0.838151±0.004950 
[1305]  train-auc:0.910407±0.001956 test-auc:0.838155±0.004943 
[1306]  train-auc:0.910424±0.001961 test-auc:0.838165±0.004945 
[1307]  train-auc:0.910468±0.001959 test-auc:0.838178±0.004922 
[1308]  train-auc:0.910486±0.001956 test-auc:0.838175±0.004922 
[1309]  train-auc:0.910499±0.001959 test-auc:0.838173±0.004923 
[1310]  train-auc:0.910535±0.001953 test-auc:0.838168±0.004904 
[1311]  train-auc:0.910559±0.001958 test-auc:0.838198±0.004899 
[1312]  train-auc:0.910599±0.001959 test-auc:0.838206±0.004925 
[1313]  train-auc:0.910619±0.001965 test-auc:0.838201±0.004927 
[1314]  train-auc:0.910659±0.001964 test-auc:0.838218±0.004919 
[1315]  train-auc:0.910685±0.001953 test-auc:0.838216±0.004913 
[1316]  train-auc:0.910703±0.001959 test-auc:0.838234±0.004934 
[1317]  train-auc:0.910749±0.001936 test-auc:0.838242±0.004916 
[1318]  train-auc:0.910781±0.001934 test-auc:0.838244±0.004891 
[1319]  train-auc:0.910825±0.001929 test-auc:0.838251±0.004885 
[1320]  train-auc:0.910850±0.001932 test-auc:0.838256±0.004892 
[1321]  train-auc:0.910876±0.001919 test-auc:0.838264±0.004883 
[1322]  train-auc:0.910902±0.001923 test-auc:0.838260±0.004885 
[1323]  train-auc:0.910920±0.001927 test-auc:0.838251±0.004889 
[1324]  train-auc:0.910960±0.001925 test-auc:0.838293±0.004867 
[1325]  train-auc:0.910992±0.001926 test-auc:0.838295±0.004844 
[1326]  train-auc:0.911035±0.001920 test-auc:0.838299±0.004853 
[1327]  train-auc:0.911074±0.001925 test-auc:0.838334±0.004826 
[1328]  train-auc:0.911102±0.001929 test-auc:0.838348±0.004830 
[1329]  train-auc:0.911131±0.001929 test-auc:0.838350±0.004822 
[1330]  train-auc:0.911155±0.001932 test-auc:0.838369±0.004811 
[1331]  train-auc:0.911179±0.001936 test-auc:0.838389±0.004801 
[1332]  train-auc:0.911195±0.001934 test-auc:0.838395±0.004815 
[1333]  train-auc:0.911241±0.001916 test-auc:0.838408±0.004822 
[1334]  train-auc:0.911267±0.001919 test-auc:0.838408±0.004818 
[1335]  train-auc:0.911290±0.001918 test-auc:0.838411±0.004802 
[1336]  train-auc:0.911305±0.001920 test-auc:0.838414±0.004794 
[1337]  train-auc:0.911331±0.001907 test-auc:0.838437±0.004784 
[1338]  train-auc:0.911359±0.001899 test-auc:0.838438±0.004790 
[1339]  train-auc:0.911384±0.001889 test-auc:0.838459±0.004790 
[1340]  train-auc:0.911420±0.001895 test-auc:0.838466±0.004783 
[1341]  train-auc:0.911454±0.001901 test-auc:0.838455±0.004785 
[1342]  train-auc:0.911494±0.001891 test-auc:0.838460±0.004774 
[1343]  train-auc:0.911519±0.001884 test-auc:0.838468±0.004765 
[1344]  train-auc:0.911552±0.001873 test-auc:0.838465±0.004760 
[1345]  train-auc:0.911562±0.001871 test-auc:0.838470±0.004761 
[1346]  train-auc:0.911579±0.001876 test-auc:0.838475±0.004733 
[1347]  train-auc:0.911606±0.001868 test-auc:0.838493±0.004732 
[1348]  train-auc:0.911641±0.001851 test-auc:0.838501±0.004740 
[1349]  train-auc:0.911673±0.001852 test-auc:0.838523±0.004717 
[1350]  train-auc:0.911697±0.001850 test-auc:0.838534±0.004726 
[1351]  train-auc:0.911733±0.001835 test-auc:0.838546±0.004723 
[1352]  train-auc:0.911771±0.001827 test-auc:0.838555±0.004732 
[1353]  train-auc:0.911784±0.001825 test-auc:0.838540±0.004720 
[1354]  train-auc:0.911810±0.001819 test-auc:0.838535±0.004732 
[1355]  train-auc:0.911833±0.001821 test-auc:0.838554±0.004734 
[1356]  train-auc:0.911857±0.001820 test-auc:0.838562±0.004729 
[1357]  train-auc:0.911883±0.001801 test-auc:0.838569±0.004735 
[1358]  train-auc:0.911919±0.001802 test-auc:0.838581±0.004735 
[1359]  train-auc:0.911941±0.001803 test-auc:0.838584±0.004720 
[1360]  train-auc:0.911956±0.001800 test-auc:0.838586±0.004729 
[1361]  train-auc:0.911988±0.001801 test-auc:0.838604±0.004733 
[1362]  train-auc:0.912031±0.001817 test-auc:0.838599±0.004740 
[1363]  train-auc:0.912055±0.001818 test-auc:0.838616±0.004746 
[1364]  train-auc:0.912084±0.001818 test-auc:0.838640±0.004739 
[1365]  train-auc:0.912117±0.001816 test-auc:0.838637±0.004720 
[1366]  train-auc:0.912136±0.001813 test-auc:0.838638±0.004717 
[1367]  train-auc:0.912157±0.001807 test-auc:0.838647±0.004726 
[1368]  train-auc:0.912193±0.001798 test-auc:0.838666±0.004719 
[1369]  train-auc:0.912214±0.001801 test-auc:0.838676±0.004720 
[1370]  train-auc:0.912268±0.001807 test-auc:0.838676±0.004726 
[1371]  train-auc:0.912302±0.001804 test-auc:0.838686±0.004702 
[1372]  train-auc:0.912322±0.001794 test-auc:0.838679±0.004713 
[1373]  train-auc:0.912348±0.001783 test-auc:0.838692±0.004710 
[1374]  train-auc:0.912368±0.001781 test-auc:0.838702±0.004704 
[1375]  train-auc:0.912397±0.001780 test-auc:0.838704±0.004700 
[1376]  train-auc:0.912417±0.001773 test-auc:0.838708±0.004700 
[1377]  train-auc:0.912439±0.001771 test-auc:0.838711±0.004708 
[1378]  train-auc:0.912457±0.001775 test-auc:0.838714±0.004708 
[1379]  train-auc:0.912489±0.001768 test-auc:0.838718±0.004708 
[1380]  train-auc:0.912519±0.001775 test-auc:0.838725±0.004711 
[1381]  train-auc:0.912572±0.001779 test-auc:0.838750±0.004682 
[1382]  train-auc:0.912613±0.001788 test-auc:0.838760±0.004664 
[1383]  train-auc:0.912640±0.001800 test-auc:0.838777±0.004667 
[1384]  train-auc:0.912659±0.001798 test-auc:0.838779±0.004674 
[1385]  train-auc:0.912685±0.001797 test-auc:0.838785±0.004671 
[1386]  train-auc:0.912696±0.001796 test-auc:0.838791±0.004669 
[1387]  train-auc:0.912714±0.001792 test-auc:0.838797±0.004655 
[1388]  train-auc:0.912729±0.001787 test-auc:0.838803±0.004653 
[1389]  train-auc:0.912752±0.001776 test-auc:0.838798±0.004648 
[1390]  train-auc:0.912777±0.001769 test-auc:0.838814±0.004649 
[1391]  train-auc:0.912812±0.001767 test-auc:0.838829±0.004640 
[1392]  train-auc:0.912836±0.001765 test-auc:0.838829±0.004647 
[1393]  train-auc:0.912859±0.001762 test-auc:0.838832±0.004637 
[1394]  train-auc:0.912896±0.001756 test-auc:0.838849±0.004635 
[1395]  train-auc:0.912928±0.001743 test-auc:0.838849±0.004650 
[1396]  train-auc:0.912966±0.001746 test-auc:0.838857±0.004648 
[1397]  train-auc:0.912993±0.001732 test-auc:0.838865±0.004653 
[1398]  train-auc:0.913019±0.001721 test-auc:0.838854±0.004628 
[1399]  train-auc:0.913059±0.001726 test-auc:0.838863±0.004622 
[1400]  train-auc:0.913079±0.001731 test-auc:0.838855±0.004624 
[1401]  train-auc:0.913123±0.001745 test-auc:0.838875±0.004636 
[1402]  train-auc:0.913147±0.001730 test-auc:0.838883±0.004653 
[1403]  train-auc:0.913176±0.001716 test-auc:0.838897±0.004649 
[1404]  train-auc:0.913214±0.001723 test-auc:0.838911±0.004644 
[1405]  train-auc:0.913237±0.001713 test-auc:0.838916±0.004637 
[1406]  train-auc:0.913276±0.001716 test-auc:0.838920±0.004636 
[1407]  train-auc:0.913299±0.001703 test-auc:0.838907±0.004629 
[1408]  train-auc:0.913344±0.001711 test-auc:0.838919±0.004635 
[1409]  train-auc:0.913369±0.001704 test-auc:0.838921±0.004630 
[1410]  train-auc:0.913400±0.001700 test-auc:0.838925±0.004616 
[1411]  train-auc:0.913421±0.001700 test-auc:0.838902±0.004617 
[1412]  train-auc:0.913476±0.001706 test-auc:0.838943±0.004611 
[1413]  train-auc:0.913494±0.001709 test-auc:0.838946±0.004600 
[1414]  train-auc:0.913544±0.001705 test-auc:0.838960±0.004622 
[1415]  train-auc:0.913578±0.001704 test-auc:0.838962±0.004612 
[1416]  train-auc:0.913599±0.001705 test-auc:0.838956±0.004623 
[1417]  train-auc:0.913617±0.001702 test-auc:0.838957±0.004625 
[1418]  train-auc:0.913640±0.001716 test-auc:0.838967±0.004609 
[1419]  train-auc:0.913665±0.001716 test-auc:0.838975±0.004614 
[1420]  train-auc:0.913719±0.001721 test-auc:0.838981±0.004603 
[1421]  train-auc:0.913745±0.001735 test-auc:0.838985±0.004611 
[1422]  train-auc:0.913769±0.001742 test-auc:0.839005±0.004609 
[1423]  train-auc:0.913798±0.001746 test-auc:0.839008±0.004616 
[1424]  train-auc:0.913816±0.001746 test-auc:0.839023±0.004612 
[1425]  train-auc:0.913846±0.001742 test-auc:0.839033±0.004610 
[1426]  train-auc:0.913863±0.001739 test-auc:0.839030±0.004616 
[1427]  train-auc:0.913882±0.001745 test-auc:0.839030±0.004627 
[1428]  train-auc:0.913908±0.001754 test-auc:0.839036±0.004631 
[1429]  train-auc:0.913952±0.001764 test-auc:0.839030±0.004625 
[1430]  train-auc:0.913960±0.001763 test-auc:0.839026±0.004619 
[1431]  train-auc:0.913999±0.001770 test-auc:0.839041±0.004614 
[1432]  train-auc:0.914018±0.001768 test-auc:0.839045±0.004605 
[1433]  train-auc:0.914033±0.001770 test-auc:0.839048±0.004617 
[1434]  train-auc:0.914086±0.001779 test-auc:0.839071±0.004616 
[1435]  train-auc:0.914101±0.001777 test-auc:0.839070±0.004619 
[1436]  train-auc:0.914116±0.001780 test-auc:0.839068±0.004614 
[1437]  train-auc:0.914143±0.001772 test-auc:0.839071±0.004597 
[1438]  train-auc:0.914171±0.001778 test-auc:0.839087±0.004601 
[1439]  train-auc:0.914204±0.001780 test-auc:0.839104±0.004575 
[1440]  train-auc:0.914230±0.001777 test-auc:0.839109±0.004577 
[1441]  train-auc:0.914255±0.001783 test-auc:0.839106±0.004573 
[1442]  train-auc:0.914281±0.001782 test-auc:0.839120±0.004571 
[1443]  train-auc:0.914329±0.001784 test-auc:0.839132±0.004576 
[1444]  train-auc:0.914355±0.001799 test-auc:0.839144±0.004586 
[1445]  train-auc:0.914403±0.001784 test-auc:0.839134±0.004573 
[1446]  train-auc:0.914437±0.001795 test-auc:0.839145±0.004552 
[1447]  train-auc:0.914479±0.001803 test-auc:0.839163±0.004551 
[1448]  train-auc:0.914495±0.001795 test-auc:0.839175±0.004561 
[1449]  train-auc:0.914540±0.001821 test-auc:0.839188±0.004570 
[1450]  train-auc:0.914574±0.001814 test-auc:0.839197±0.004561 
[1451]  train-auc:0.914597±0.001809 test-auc:0.839212±0.004565 
[1452]  train-auc:0.914627±0.001818 test-auc:0.839223±0.004546 
[1453]  train-auc:0.914642±0.001821 test-auc:0.839230±0.004536 
[1454]  train-auc:0.914663±0.001814 test-auc:0.839230±0.004538 
[1455]  train-auc:0.914689±0.001824 test-auc:0.839222±0.004526 
[1456]  train-auc:0.914710±0.001816 test-auc:0.839230±0.004517 
[1457]  train-auc:0.914739±0.001812 test-auc:0.839247±0.004521 
[1458]  train-auc:0.914775±0.001803 test-auc:0.839275±0.004539 
[1459]  train-auc:0.914799±0.001805 test-auc:0.839272±0.004538 
[1460]  train-auc:0.914821±0.001793 test-auc:0.839282±0.004551 
[1461]  train-auc:0.914854±0.001803 test-auc:0.839282±0.004550 
[1462]  train-auc:0.914887±0.001814 test-auc:0.839291±0.004536 
[1463]  train-auc:0.914904±0.001812 test-auc:0.839298±0.004542 
[1464]  train-auc:0.914924±0.001806 test-auc:0.839308±0.004541 
[1465]  train-auc:0.914977±0.001793 test-auc:0.839331±0.004545 
[1466]  train-auc:0.915017±0.001783 test-auc:0.839332±0.004529 
[1467]  train-auc:0.915034±0.001783 test-auc:0.839338±0.004542 
[1468]  train-auc:0.915053±0.001788 test-auc:0.839346±0.004544 
[1469]  train-auc:0.915070±0.001781 test-auc:0.839360±0.004547 
[1470]  train-auc:0.915092±0.001774 test-auc:0.839374±0.004551 
[1471]  train-auc:0.915134±0.001778 test-auc:0.839388±0.004530 
[1472]  train-auc:0.915160±0.001780 test-auc:0.839397±0.004527 
[1473]  train-auc:0.915199±0.001786 test-auc:0.839417±0.004536 
[1474]  train-auc:0.915217±0.001786 test-auc:0.839421±0.004526 
[1475]  train-auc:0.915243±0.001770 test-auc:0.839427±0.004538 
[1476]  train-auc:0.915254±0.001775 test-auc:0.839427±0.004537 
[1477]  train-auc:0.915287±0.001765 test-auc:0.839448±0.004532 
[1478]  train-auc:0.915327±0.001777 test-auc:0.839461±0.004529 
[1479]  train-auc:0.915355±0.001776 test-auc:0.839455±0.004518 
[1480]  train-auc:0.915387±0.001775 test-auc:0.839458±0.004526 
[1481]  train-auc:0.915409±0.001769 test-auc:0.839471±0.004533 
[1482]  train-auc:0.915437±0.001771 test-auc:0.839488±0.004530 
[1483]  train-auc:0.915469±0.001767 test-auc:0.839495±0.004532 
[1484]  train-auc:0.915489±0.001772 test-auc:0.839509±0.004536 
[1485]  train-auc:0.915503±0.001774 test-auc:0.839504±0.004542 
[1486]  train-auc:0.915526±0.001767 test-auc:0.839509±0.004550 
[1487]  train-auc:0.915541±0.001769 test-auc:0.839505±0.004551 
[1488]  train-auc:0.915583±0.001770 test-auc:0.839530±0.004542 
[1489]  train-auc:0.915610±0.001761 test-auc:0.839544±0.004548 
[1490]  train-auc:0.915626±0.001762 test-auc:0.839534±0.004567 
[1491]  train-auc:0.915666±0.001772 test-auc:0.839543±0.004559 
[1492]  train-auc:0.915682±0.001765 test-auc:0.839541±0.004557 
[1493]  train-auc:0.915728±0.001771 test-auc:0.839552±0.004559 
[1494]  train-auc:0.915749±0.001770 test-auc:0.839562±0.004561 
[1495]  train-auc:0.915777±0.001764 test-auc:0.839562±0.004559 
[1496]  train-auc:0.915813±0.001758 test-auc:0.839577±0.004547 
[1497]  train-auc:0.915856±0.001768 test-auc:0.839584±0.004564 
[1498]  train-auc:0.915880±0.001769 test-auc:0.839586±0.004565 
[1499]  train-auc:0.915901±0.001755 test-auc:0.839594±0.004569 
[1500]  train-auc:0.915919±0.001747 test-auc:0.839594±0.004565 
[1501]  train-auc:0.915947±0.001731 test-auc:0.839601±0.004571 
[1502]  train-auc:0.915981±0.001725 test-auc:0.839616±0.004562 
[1503]  train-auc:0.916013±0.001726 test-auc:0.839616±0.004555 
[1504]  train-auc:0.916051±0.001735 test-auc:0.839652±0.004532 
[1505]  train-auc:0.916068±0.001738 test-auc:0.839660±0.004549 
[1506]  train-auc:0.916100±0.001735 test-auc:0.839661±0.004556 
[1507]  train-auc:0.916119±0.001727 test-auc:0.839669±0.004563 
[1508]  train-auc:0.916142±0.001720 test-auc:0.839682±0.004547 
[1509]  train-auc:0.916168±0.001723 test-auc:0.839694±0.004553 
[1510]  train-auc:0.916195±0.001707 test-auc:0.839696±0.004558 
[1511]  train-auc:0.916224±0.001708 test-auc:0.839691±0.004558 
[1512]  train-auc:0.916251±0.001713 test-auc:0.839713±0.004557 
[1513]  train-auc:0.916299±0.001714 test-auc:0.839728±0.004539 
[1514]  train-auc:0.916317±0.001711 test-auc:0.839749±0.004538 
[1515]  train-auc:0.916338±0.001707 test-auc:0.839762±0.004555 
[1516]  train-auc:0.916372±0.001703 test-auc:0.839771±0.004559 
[1517]  train-auc:0.916391±0.001701 test-auc:0.839777±0.004558 
[1518]  train-auc:0.916416±0.001704 test-auc:0.839764±0.004558 
[1519]  train-auc:0.916441±0.001699 test-auc:0.839773±0.004552 
[1520]  train-auc:0.916470±0.001694 test-auc:0.839788±0.004547 
[1521]  train-auc:0.916504±0.001680 test-auc:0.839797±0.004551 
[1522]  train-auc:0.916534±0.001681 test-auc:0.839804±0.004554 
[1523]  train-auc:0.916548±0.001674 test-auc:0.839803±0.004560 
[1524]  train-auc:0.916558±0.001672 test-auc:0.839811±0.004560 
[1525]  train-auc:0.916584±0.001658 test-auc:0.839815±0.004553 
[1526]  train-auc:0.916603±0.001657 test-auc:0.839813±0.004556 
[1527]  train-auc:0.916630±0.001659 test-auc:0.839826±0.004568 
[1528]  train-auc:0.916660±0.001648 test-auc:0.839828±0.004579 
[1529]  train-auc:0.916708±0.001661 test-auc:0.839828±0.004583 
[1530]  train-auc:0.916744±0.001663 test-auc:0.839836±0.004585 
[1531]  train-auc:0.916775±0.001668 test-auc:0.839843±0.004584 
[1532]  train-auc:0.916802±0.001663 test-auc:0.839855±0.004577 
[1533]  train-auc:0.916824±0.001658 test-auc:0.839860±0.004579 
[1534]  train-auc:0.916868±0.001663 test-auc:0.839869±0.004584 
[1535]  train-auc:0.916885±0.001655 test-auc:0.839872±0.004586 
[1536]  train-auc:0.916906±0.001663 test-auc:0.839871±0.004592 
[1537]  train-auc:0.916917±0.001661 test-auc:0.839863±0.004584 
[1538]  train-auc:0.916941±0.001654 test-auc:0.839862±0.004576 
[1539]  train-auc:0.916961±0.001653 test-auc:0.839867±0.004556 
[1540]  train-auc:0.916999±0.001667 test-auc:0.839888±0.004558 
[1541]  train-auc:0.917024±0.001664 test-auc:0.839891±0.004546 
[1542]  train-auc:0.917064±0.001661 test-auc:0.839912±0.004560 
[1543]  train-auc:0.917104±0.001642 test-auc:0.839919±0.004570 
[1544]  train-auc:0.917142±0.001650 test-auc:0.839950±0.004560 
[1545]  train-auc:0.917170±0.001656 test-auc:0.839961±0.004561 
[1546]  train-auc:0.917204±0.001647 test-auc:0.839977±0.004561 
[1547]  train-auc:0.917247±0.001647 test-auc:0.839986±0.004568 
[1548]  train-auc:0.917271±0.001646 test-auc:0.839998±0.004572 
[1549]  train-auc:0.917302±0.001638 test-auc:0.840001±0.004592 
[1550]  train-auc:0.917322±0.001638 test-auc:0.840008±0.004599 
[1551]  train-auc:0.917342±0.001630 test-auc:0.840014±0.004600 
[1552]  train-auc:0.917369±0.001637 test-auc:0.840020±0.004582 
[1553]  train-auc:0.917393±0.001636 test-auc:0.840015±0.004581 
[1554]  train-auc:0.917427±0.001646 test-auc:0.840024±0.004568 
[1555]  train-auc:0.917449±0.001636 test-auc:0.840030±0.004580 
[1556]  train-auc:0.917481±0.001625 test-auc:0.840040±0.004565 
[1557]  train-auc:0.917507±0.001628 test-auc:0.840040±0.004581 
[1558]  train-auc:0.917527±0.001622 test-auc:0.840042±0.004561 
[1559]  train-auc:0.917571±0.001629 test-auc:0.840049±0.004550 
[1560]  train-auc:0.917602±0.001635 test-auc:0.840072±0.004552 
[1561]  train-auc:0.917624±0.001623 test-auc:0.840075±0.004566 
[1562]  train-auc:0.917648±0.001623 test-auc:0.840078±0.004586 
[1563]  train-auc:0.917683±0.001628 test-auc:0.840086±0.004594 
[1564]  train-auc:0.917698±0.001626 test-auc:0.840091±0.004601 
[1565]  train-auc:0.917716±0.001618 test-auc:0.840098±0.004616 
[1566]  train-auc:0.917754±0.001612 test-auc:0.840128±0.004628 
[1567]  train-auc:0.917789±0.001611 test-auc:0.840129±0.004618 
[1568]  train-auc:0.917819±0.001609 test-auc:0.840143±0.004632 
[1569]  train-auc:0.917841±0.001605 test-auc:0.840150±0.004639 
[1570]  train-auc:0.917859±0.001608 test-auc:0.840162±0.004648 
[1571]  train-auc:0.917887±0.001610 test-auc:0.840168±0.004647 
[1572]  train-auc:0.917929±0.001613 test-auc:0.840200±0.004619 
[1573]  train-auc:0.917942±0.001617 test-auc:0.840205±0.004610 
[1574]  train-auc:0.917975±0.001626 test-auc:0.840236±0.004602 
[1575]  train-auc:0.917987±0.001627 test-auc:0.840230±0.004611 
[1576]  train-auc:0.918021±0.001617 test-auc:0.840237±0.004627 
[1577]  train-auc:0.918041±0.001610 test-auc:0.840246±0.004630 
[1578]  train-auc:0.918063±0.001601 test-auc:0.840261±0.004636 
[1579]  train-auc:0.918087±0.001609 test-auc:0.840262±0.004623 
[1580]  train-auc:0.918110±0.001604 test-auc:0.840261±0.004635 
[1581]  train-auc:0.918134±0.001595 test-auc:0.840262±0.004633 
[1582]  train-auc:0.918159±0.001597 test-auc:0.840264±0.004630 
[1583]  train-auc:0.918174±0.001598 test-auc:0.840254±0.004627 
[1584]  train-auc:0.918189±0.001595 test-auc:0.840266±0.004639 
[1585]  train-auc:0.918212±0.001599 test-auc:0.840259±0.004637 
[1586]  train-auc:0.918232±0.001603 test-auc:0.840256±0.004645 
[1587]  train-auc:0.918272±0.001588 test-auc:0.840286±0.004649 
[1588]  train-auc:0.918295±0.001578 test-auc:0.840296±0.004650 
[1589]  train-auc:0.918320±0.001585 test-auc:0.840305±0.004639 
[1590]  train-auc:0.918345±0.001587 test-auc:0.840305±0.004645 
[1591]  train-auc:0.918367±0.001580 test-auc:0.840315±0.004662 
[1592]  train-auc:0.918397±0.001572 test-auc:0.840335±0.004666 
[1593]  train-auc:0.918412±0.001572 test-auc:0.840334±0.004668 
[1594]  train-auc:0.918435±0.001573 test-auc:0.840331±0.004662 
[1595]  train-auc:0.918448±0.001578 test-auc:0.840307±0.004679 
[1596]  train-auc:0.918459±0.001579 test-auc:0.840317±0.004676 
[1597]  train-auc:0.918490±0.001564 test-auc:0.840329±0.004695 
[1598]  train-auc:0.918508±0.001559 test-auc:0.840341±0.004689 
[1599]  train-auc:0.918534±0.001565 test-auc:0.840357±0.004700 
[1600]  train-auc:0.918546±0.001564 test-auc:0.840357±0.004694 
[1601]  train-auc:0.918574±0.001560 test-auc:0.840379±0.004694 
[1602]  train-auc:0.918593±0.001554 test-auc:0.840391±0.004689 
[1603]  train-auc:0.918611±0.001545 test-auc:0.840399±0.004692 
[1604]  train-auc:0.918630±0.001550 test-auc:0.840407±0.004704 
[1605]  train-auc:0.918656±0.001550 test-auc:0.840418±0.004706 
[1606]  train-auc:0.918682±0.001556 test-auc:0.840418±0.004703 
[1607]  train-auc:0.918717±0.001551 test-auc:0.840431±0.004711 
[1608]  train-auc:0.918732±0.001549 test-auc:0.840438±0.004708 
[1609]  train-auc:0.918752±0.001552 test-auc:0.840431±0.004703 
[1610]  train-auc:0.918772±0.001546 test-auc:0.840440±0.004706 
[1611]  train-auc:0.918802±0.001532 test-auc:0.840449±0.004716 
[1612]  train-auc:0.918827±0.001534 test-auc:0.840457±0.004718 
[1613]  train-auc:0.918848±0.001550 test-auc:0.840465±0.004712 
[1614]  train-auc:0.918867±0.001542 test-auc:0.840463±0.004710 
[1615]  train-auc:0.918892±0.001542 test-auc:0.840475±0.004711 
[1616]  train-auc:0.918930±0.001535 test-auc:0.840489±0.004721 
[1617]  train-auc:0.918961±0.001530 test-auc:0.840511±0.004714 
[1618]  train-auc:0.918986±0.001519 test-auc:0.840520±0.004733 
[1619]  train-auc:0.919013±0.001517 test-auc:0.840542±0.004736 
[1620]  train-auc:0.919040±0.001518 test-auc:0.840547±0.004727 
[1621]  train-auc:0.919053±0.001519 test-auc:0.840555±0.004720 
[1622]  train-auc:0.919086±0.001520 test-auc:0.840578±0.004715 
[1623]  train-auc:0.919112±0.001521 test-auc:0.840590±0.004710 
[1624]  train-auc:0.919142±0.001516 test-auc:0.840607±0.004708 
[1625]  train-auc:0.919164±0.001506 test-auc:0.840603±0.004717 
[1626]  train-auc:0.919182±0.001501 test-auc:0.840608±0.004724 
[1627]  train-auc:0.919208±0.001491 test-auc:0.840609±0.004714 
[1628]  train-auc:0.919229±0.001485 test-auc:0.840621±0.004727 
[1629]  train-auc:0.919253±0.001485 test-auc:0.840628±0.004721 
[1630]  train-auc:0.919295±0.001482 test-auc:0.840657±0.004690 
[1631]  train-auc:0.919320±0.001484 test-auc:0.840660±0.004703 
[1632]  train-auc:0.919345±0.001478 test-auc:0.840671±0.004703 
[1633]  train-auc:0.919372±0.001489 test-auc:0.840670±0.004716 
[1634]  train-auc:0.919388±0.001499 test-auc:0.840679±0.004703 
[1635]  train-auc:0.919415±0.001495 test-auc:0.840701±0.004714 
[1636]  train-auc:0.919429±0.001494 test-auc:0.840697±0.004712 
[1637]  train-auc:0.919463±0.001490 test-auc:0.840714±0.004725 
[1638]  train-auc:0.919483±0.001488 test-auc:0.840718±0.004721 
[1639]  train-auc:0.919500±0.001479 test-auc:0.840716±0.004724 
[1640]  train-auc:0.919516±0.001481 test-auc:0.840725±0.004724 
[1641]  train-auc:0.919535±0.001480 test-auc:0.840716±0.004727 
[1642]  train-auc:0.919548±0.001479 test-auc:0.840722±0.004741 
[1643]  train-auc:0.919568±0.001475 test-auc:0.840721±0.004759 
[1644]  train-auc:0.919592±0.001477 test-auc:0.840732±0.004755 
[1645]  train-auc:0.919605±0.001480 test-auc:0.840746±0.004757 
[1646]  train-auc:0.919616±0.001478 test-auc:0.840753±0.004764 
[1647]  train-auc:0.919658±0.001488 test-auc:0.840775±0.004752 
[1648]  train-auc:0.919681±0.001490 test-auc:0.840775±0.004748 
[1649]  train-auc:0.919700±0.001493 test-auc:0.840780±0.004748 
[1650]  train-auc:0.919728±0.001491 test-auc:0.840780±0.004734 
[1651]  train-auc:0.919747±0.001484 test-auc:0.840779±0.004741 
[1652]  train-auc:0.919781±0.001485 test-auc:0.840792±0.004747 
[1653]  train-auc:0.919793±0.001487 test-auc:0.840788±0.004749 
[1654]  train-auc:0.919814±0.001493 test-auc:0.840790±0.004734 
[1655]  train-auc:0.919829±0.001494 test-auc:0.840797±0.004730 
[1656]  train-auc:0.919857±0.001490 test-auc:0.840820±0.004734 
[1657]  train-auc:0.919871±0.001490 test-auc:0.840820±0.004736 
[1658]  train-auc:0.919889±0.001499 test-auc:0.840823±0.004725 
[1659]  train-auc:0.919903±0.001498 test-auc:0.840831±0.004734 
[1660]  train-auc:0.919925±0.001499 test-auc:0.840838±0.004735 
[1661]  train-auc:0.919941±0.001498 test-auc:0.840852±0.004725 
[1662]  train-auc:0.919956±0.001501 test-auc:0.840851±0.004726 
[1663]  train-auc:0.919981±0.001517 test-auc:0.840855±0.004730 
[1664]  train-auc:0.920013±0.001519 test-auc:0.840877±0.004714 
[1665]  train-auc:0.920035±0.001516 test-auc:0.840884±0.004716 
[1666]  train-auc:0.920052±0.001515 test-auc:0.840890±0.004716 
[1667]  train-auc:0.920071±0.001521 test-auc:0.840899±0.004716 
[1668]  train-auc:0.920092±0.001516 test-auc:0.840907±0.004713 
[1669]  train-auc:0.920106±0.001514 test-auc:0.840922±0.004716 
[1670]  train-auc:0.920117±0.001516 test-auc:0.840931±0.004721 
[1671]  train-auc:0.920142±0.001509 test-auc:0.840942±0.004717 
[1672]  train-auc:0.920166±0.001512 test-auc:0.840948±0.004706 
[1673]  train-auc:0.920173±0.001513 test-auc:0.840954±0.004705 
[1674]  train-auc:0.920210±0.001491 test-auc:0.840969±0.004731 
[1675]  train-auc:0.920239±0.001497 test-auc:0.840973±0.004725 
[1676]  train-auc:0.920256±0.001495 test-auc:0.840987±0.004730 
[1677]  train-auc:0.920289±0.001489 test-auc:0.840993±0.004733 
[1678]  train-auc:0.920298±0.001484 test-auc:0.840994±0.004732 
[1679]  train-auc:0.920319±0.001484 test-auc:0.840993±0.004725 
[1680]  train-auc:0.920355±0.001484 test-auc:0.841001±0.004715 
[1681]  train-auc:0.920365±0.001486 test-auc:0.841008±0.004716 
[1682]  train-auc:0.920373±0.001485 test-auc:0.841011±0.004721 
[1683]  train-auc:0.920392±0.001479 test-auc:0.841026±0.004723 
[1684]  train-auc:0.920410±0.001467 test-auc:0.841027±0.004718 
[1685]  train-auc:0.920430±0.001466 test-auc:0.841025±0.004715 
[1686]  train-auc:0.920456±0.001457 test-auc:0.841034±0.004706 
[1687]  train-auc:0.920489±0.001443 test-auc:0.841062±0.004728 
[1688]  train-auc:0.920518±0.001436 test-auc:0.841073±0.004714 
[1689]  train-auc:0.920532±0.001439 test-auc:0.841082±0.004703 
[1690]  train-auc:0.920543±0.001445 test-auc:0.841097±0.004697 
[1691]  train-auc:0.920581±0.001446 test-auc:0.841108±0.004698 
[1692]  train-auc:0.920598±0.001453 test-auc:0.841113±0.004698 
[1693]  train-auc:0.920638±0.001445 test-auc:0.841143±0.004706 
[1694]  train-auc:0.920653±0.001438 test-auc:0.841144±0.004728 
[1695]  train-auc:0.920674±0.001434 test-auc:0.841166±0.004728 
[1696]  train-auc:0.920703±0.001430 test-auc:0.841180±0.004735 
[1697]  train-auc:0.920731±0.001426 test-auc:0.841198±0.004740 
[1698]  train-auc:0.920757±0.001432 test-auc:0.841203±0.004740 
[1699]  train-auc:0.920779±0.001428 test-auc:0.841219±0.004739 
[1700]  train-auc:0.920800±0.001429 test-auc:0.841222±0.004740 
[1701]  train-auc:0.920832±0.001430 test-auc:0.841228±0.004735 
[1702]  train-auc:0.920861±0.001421 test-auc:0.841247±0.004722 
[1703]  train-auc:0.920875±0.001424 test-auc:0.841247±0.004729 
[1704]  train-auc:0.920904±0.001418 test-auc:0.841256±0.004740 
[1705]  train-auc:0.920937±0.001415 test-auc:0.841253±0.004754 
[1706]  train-auc:0.920962±0.001422 test-auc:0.841269±0.004745 
[1707]  train-auc:0.920980±0.001423 test-auc:0.841277±0.004769 
[1708]  train-auc:0.921004±0.001417 test-auc:0.841285±0.004779 
[1709]  train-auc:0.921016±0.001416 test-auc:0.841293±0.004787 
[1710]  train-auc:0.921055±0.001424 test-auc:0.841311±0.004758 
[1711]  train-auc:0.921079±0.001423 test-auc:0.841324±0.004770 
[1712]  train-auc:0.921093±0.001427 test-auc:0.841320±0.004770 
[1713]  train-auc:0.921115±0.001418 test-auc:0.841332±0.004781 
[1714]  train-auc:0.921142±0.001418 test-auc:0.841339±0.004765 
[1715]  train-auc:0.921158±0.001424 test-auc:0.841354±0.004762 
[1716]  train-auc:0.921183±0.001429 test-auc:0.841357±0.004759 
[1717]  train-auc:0.921209±0.001422 test-auc:0.841363±0.004757 
[1718]  train-auc:0.921227±0.001417 test-auc:0.841363±0.004753 
[1719]  train-auc:0.921249±0.001419 test-auc:0.841371±0.004738 
[1720]  train-auc:0.921272±0.001416 test-auc:0.841377±0.004744 
[1721]  train-auc:0.921305±0.001418 test-auc:0.841391±0.004748 
[1722]  train-auc:0.921330±0.001415 test-auc:0.841408±0.004741 
[1723]  train-auc:0.921353±0.001414 test-auc:0.841404±0.004735 
[1724]  train-auc:0.921369±0.001418 test-auc:0.841411±0.004737 
[1725]  train-auc:0.921390±0.001418 test-auc:0.841401±0.004739 
[1726]  train-auc:0.921407±0.001414 test-auc:0.841399±0.004752 
[1727]  train-auc:0.921427±0.001409 test-auc:0.841403±0.004754 
[1728]  train-auc:0.921453±0.001402 test-auc:0.841408±0.004747 
[1729]  train-auc:0.921481±0.001391 test-auc:0.841429±0.004739 
[1730]  train-auc:0.921512±0.001400 test-auc:0.841444±0.004736 
[1731]  train-auc:0.921532±0.001389 test-auc:0.841446±0.004742 
[1732]  train-auc:0.921555±0.001391 test-auc:0.841449±0.004745 
[1733]  train-auc:0.921588±0.001388 test-auc:0.841444±0.004740 
[1734]  train-auc:0.921622±0.001387 test-auc:0.841459±0.004734 
[1735]  train-auc:0.921646±0.001384 test-auc:0.841458±0.004746 
[1736]  train-auc:0.921665±0.001390 test-auc:0.841480±0.004755 
[1737]  train-auc:0.921678±0.001391 test-auc:0.841482±0.004745 
[1738]  train-auc:0.921695±0.001389 test-auc:0.841498±0.004742 
[1739]  train-auc:0.921715±0.001393 test-auc:0.841489±0.004750 
[1740]  train-auc:0.921737±0.001383 test-auc:0.841518±0.004766 
[1741]  train-auc:0.921753±0.001379 test-auc:0.841513±0.004757 
[1742]  train-auc:0.921770±0.001386 test-auc:0.841501±0.004760 
[1743]  train-auc:0.921783±0.001388 test-auc:0.841519±0.004758 
[1744]  train-auc:0.921806±0.001385 test-auc:0.841529±0.004764 
[1745]  train-auc:0.921824±0.001389 test-auc:0.841526±0.004755 
[1746]  train-auc:0.921847±0.001380 test-auc:0.841538±0.004757 
[1747]  train-auc:0.921872±0.001375 test-auc:0.841549±0.004758 
[1748]  train-auc:0.921901±0.001379 test-auc:0.841570±0.004744 
[1749]  train-auc:0.921925±0.001380 test-auc:0.841577±0.004749 
[1750]  train-auc:0.921957±0.001375 test-auc:0.841586±0.004726 
[1751]  train-auc:0.921978±0.001366 test-auc:0.841599±0.004731 
[1752]  train-auc:0.921995±0.001364 test-auc:0.841600±0.004741 
[1753]  train-auc:0.922009±0.001362 test-auc:0.841614±0.004744 
[1754]  train-auc:0.922035±0.001367 test-auc:0.841617±0.004746 
[1755]  train-auc:0.922058±0.001363 test-auc:0.841631±0.004758 
[1756]  train-auc:0.922078±0.001358 test-auc:0.841637±0.004774 
[1757]  train-auc:0.922094±0.001355 test-auc:0.841646±0.004782 
[1758]  train-auc:0.922111±0.001354 test-auc:0.841648±0.004774 
[1759]  train-auc:0.922134±0.001350 test-auc:0.841651±0.004772 
[1760]  train-auc:0.922172±0.001344 test-auc:0.841655±0.004765 
[1761]  train-auc:0.922184±0.001343 test-auc:0.841664±0.004768 
[1762]  train-auc:0.922214±0.001332 test-auc:0.841683±0.004764 
[1763]  train-auc:0.922239±0.001334 test-auc:0.841700±0.004769 
[1764]  train-auc:0.922263±0.001326 test-auc:0.841711±0.004772 
[1765]  train-auc:0.922281±0.001326 test-auc:0.841728±0.004767 
[1766]  train-auc:0.922302±0.001321 test-auc:0.841742±0.004759 
[1767]  train-auc:0.922329±0.001309 test-auc:0.841741±0.004767 
[1768]  train-auc:0.922347±0.001312 test-auc:0.841745±0.004768 
[1769]  train-auc:0.922356±0.001313 test-auc:0.841749±0.004769 
[1770]  train-auc:0.922383±0.001297 test-auc:0.841755±0.004790 
[1771]  train-auc:0.922399±0.001294 test-auc:0.841751±0.004794 
[1772]  train-auc:0.922424±0.001286 test-auc:0.841745±0.004793 
[1773]  train-auc:0.922447±0.001285 test-auc:0.841754±0.004792 
[1774]  train-auc:0.922470±0.001280 test-auc:0.841760±0.004808 
[1775]  train-auc:0.922495±0.001276 test-auc:0.841764±0.004803 
[1776]  train-auc:0.922524±0.001265 test-auc:0.841775±0.004815 
[1777]  train-auc:0.922545±0.001267 test-auc:0.841781±0.004814 
[1778]  train-auc:0.922569±0.001260 test-auc:0.841790±0.004807 
[1779]  train-auc:0.922603±0.001257 test-auc:0.841802±0.004810 
[1780]  train-auc:0.922617±0.001257 test-auc:0.841800±0.004812 
[1781]  train-auc:0.922634±0.001256 test-auc:0.841790±0.004806 
[1782]  train-auc:0.922656±0.001237 test-auc:0.841801±0.004797 
[1783]  train-auc:0.922680±0.001235 test-auc:0.841806±0.004795 
[1784]  train-auc:0.922711±0.001233 test-auc:0.841807±0.004791 
[1785]  train-auc:0.922734±0.001240 test-auc:0.841823±0.004792 
[1786]  train-auc:0.922755±0.001236 test-auc:0.841822±0.004804 
[1787]  train-auc:0.922775±0.001231 test-auc:0.841812±0.004796 
[1788]  train-auc:0.922810±0.001208 test-auc:0.841819±0.004806 
[1789]  train-auc:0.922823±0.001209 test-auc:0.841836±0.004796 
[1790]  train-auc:0.922837±0.001213 test-auc:0.841837±0.004793 
[1791]  train-auc:0.922867±0.001217 test-auc:0.841851±0.004787 
[1792]  train-auc:0.922888±0.001214 test-auc:0.841847±0.004792 
[1793]  train-auc:0.922901±0.001212 test-auc:0.841858±0.004776 
[1794]  train-auc:0.922930±0.001202 test-auc:0.841870±0.004786 
[1795]  train-auc:0.922947±0.001200 test-auc:0.841879±0.004791 
[1796]  train-auc:0.922969±0.001193 test-auc:0.841890±0.004799 
[1797]  train-auc:0.923007±0.001186 test-auc:0.841904±0.004840 
[1798]  train-auc:0.923043±0.001183 test-auc:0.841900±0.004836 
[1799]  train-auc:0.923092±0.001183 test-auc:0.841936±0.004830 
[1800]  train-auc:0.923117±0.001175 test-auc:0.841943±0.004855 
[1801]  train-auc:0.923141±0.001171 test-auc:0.841936±0.004865 
[1802]  train-auc:0.923160±0.001171 test-auc:0.841943±0.004862 
[1803]  train-auc:0.923202±0.001176 test-auc:0.841954±0.004854 
[1804]  train-auc:0.923223±0.001174 test-auc:0.841960±0.004863 
[1805]  train-auc:0.923243±0.001172 test-auc:0.841963±0.004839 
[1806]  train-auc:0.923261±0.001164 test-auc:0.841964±0.004849 
[1807]  train-auc:0.923279±0.001167 test-auc:0.841963±0.004854 
[1808]  train-auc:0.923318±0.001155 test-auc:0.841984±0.004880 
[1809]  train-auc:0.923350±0.001160 test-auc:0.842005±0.004884 
[1810]  train-auc:0.923371±0.001150 test-auc:0.842009±0.004882 
[1811]  train-auc:0.923395±0.001148 test-auc:0.841997±0.004883 
[1812]  train-auc:0.923424±0.001145 test-auc:0.841999±0.004893 
[1813]  train-auc:0.923469±0.001136 test-auc:0.842023±0.004909 
[1814]  train-auc:0.923496±0.001133 test-auc:0.842037±0.004901 
[1815]  train-auc:0.923538±0.001109 test-auc:0.842055±0.004925 
[1816]  train-auc:0.923556±0.001104 test-auc:0.842060±0.004932 
[1817]  train-auc:0.923581±0.001099 test-auc:0.842061±0.004927 
[1818]  train-auc:0.923616±0.001091 test-auc:0.842080±0.004929 
[1819]  train-auc:0.923635±0.001088 test-auc:0.842089±0.004925 
[1820]  train-auc:0.923657±0.001093 test-auc:0.842095±0.004934 
[1821]  train-auc:0.923678±0.001081 test-auc:0.842094±0.004939 
[1822]  train-auc:0.923700±0.001078 test-auc:0.842093±0.004953 
[1823]  train-auc:0.923727±0.001067 test-auc:0.842111±0.004959 
[1824]  train-auc:0.923747±0.001065 test-auc:0.842129±0.004962 
[1825]  train-auc:0.923760±0.001070 test-auc:0.842142±0.004947 
[1826]  train-auc:0.923785±0.001075 test-auc:0.842151±0.004937 
[1827]  train-auc:0.923808±0.001065 test-auc:0.842165±0.004957 
[1828]  train-auc:0.923841±0.001067 test-auc:0.842175±0.004955 
[1829]  train-auc:0.923876±0.001067 test-auc:0.842179±0.004944 
[1830]  train-auc:0.923902±0.001071 test-auc:0.842180±0.004946 
[1831]  train-auc:0.923933±0.001067 test-auc:0.842184±0.004953 
[1832]  train-auc:0.923958±0.001063 test-auc:0.842165±0.004953 
[1833]  train-auc:0.923980±0.001054 test-auc:0.842183±0.004973 
[1834]  train-auc:0.923999±0.001057 test-auc:0.842177±0.004991 
[1835]  train-auc:0.924017±0.001064 test-auc:0.842194±0.004971 
[1836]  train-auc:0.924051±0.001060 test-auc:0.842231±0.004994 
[1837]  train-auc:0.924080±0.001059 test-auc:0.842244±0.005007 
[1838]  train-auc:0.924103±0.001054 test-auc:0.842244±0.005003 
[1839]  train-auc:0.924136±0.001052 test-auc:0.842259±0.005017 
[1840]  train-auc:0.924166±0.001052 test-auc:0.842268±0.005012 
[1841]  train-auc:0.924192±0.001044 test-auc:0.842288±0.005001 
[1842]  train-auc:0.924208±0.001044 test-auc:0.842291±0.005005 
[1843]  train-auc:0.924235±0.001034 test-auc:0.842280±0.005001 
[1844]  train-auc:0.924250±0.001037 test-auc:0.842293±0.004996 
[1845]  train-auc:0.924271±0.001031 test-auc:0.842298±0.004999 
[1846]  train-auc:0.924295±0.001023 test-auc:0.842291±0.005002 
[1847]  train-auc:0.924311±0.001023 test-auc:0.842301±0.004994 
[1848]  train-auc:0.924335±0.001019 test-auc:0.842312±0.004992 
[1849]  train-auc:0.924356±0.001024 test-auc:0.842318±0.005005 
[1850]  train-auc:0.924373±0.001027 test-auc:0.842321±0.004999 
[1851]  train-auc:0.924394±0.001021 test-auc:0.842327±0.005000 
[1852]  train-auc:0.924417±0.001020 test-auc:0.842325±0.004989 
[1853]  train-auc:0.924441±0.001011 test-auc:0.842335±0.004980 
[1854]  train-auc:0.924463±0.001004 test-auc:0.842352±0.004998 
[1855]  train-auc:0.924482±0.001004 test-auc:0.842357±0.004989 
[1856]  train-auc:0.924504±0.000996 test-auc:0.842360±0.004995 
[1857]  train-auc:0.924534±0.000993 test-auc:0.842385±0.004994 
[1858]  train-auc:0.924573±0.000988 test-auc:0.842420±0.005026 
[1859]  train-auc:0.924602±0.000989 test-auc:0.842412±0.005016 
[1860]  train-auc:0.924638±0.000982 test-auc:0.842436±0.005056 
[1861]  train-auc:0.924665±0.000978 test-auc:0.842444±0.005071 
[1862]  train-auc:0.924687±0.000974 test-auc:0.842447±0.005071 
[1863]  train-auc:0.924706±0.000975 test-auc:0.842456±0.005070 
[1864]  train-auc:0.924742±0.000971 test-auc:0.842481±0.005111 
[1865]  train-auc:0.924767±0.000971 test-auc:0.842496±0.005096 
[1866]  train-auc:0.924792±0.000966 test-auc:0.842500±0.005089 
[1867]  train-auc:0.924812±0.000977 test-auc:0.842509±0.005084 
[1868]  train-auc:0.924839±0.000982 test-auc:0.842523±0.005093 
[1869]  train-auc:0.924865±0.000971 test-auc:0.842531±0.005107 
[1870]  train-auc:0.924890±0.000964 test-auc:0.842536±0.005105 
[1871]  train-auc:0.924900±0.000961 test-auc:0.842545±0.005103 
[1872]  train-auc:0.924923±0.000955 test-auc:0.842554±0.005102 
[1873]  train-auc:0.924961±0.000940 test-auc:0.842567±0.005099 
[1874]  train-auc:0.924978±0.000939 test-auc:0.842569±0.005108 
[1875]  train-auc:0.924991±0.000941 test-auc:0.842570±0.005102 
[1876]  train-auc:0.925024±0.000935 test-auc:0.842584±0.005123 
[1877]  train-auc:0.925050±0.000930 test-auc:0.842595±0.005120 
[1878]  train-auc:0.925084±0.000926 test-auc:0.842613±0.005102 
[1879]  train-auc:0.925100±0.000929 test-auc:0.842619±0.005097 
[1880]  train-auc:0.925119±0.000929 test-auc:0.842618±0.005090 
[1881]  train-auc:0.925147±0.000929 test-auc:0.842621±0.005099 
[1882]  train-auc:0.925169±0.000938 test-auc:0.842626±0.005085 
[1883]  train-auc:0.925204±0.000932 test-auc:0.842616±0.005065 
[1884]  train-auc:0.925235±0.000932 test-auc:0.842634±0.005074 
[1885]  train-auc:0.925254±0.000946 test-auc:0.842654±0.005072 
[1886]  train-auc:0.925275±0.000944 test-auc:0.842659±0.005072 
[1887]  train-auc:0.925296±0.000947 test-auc:0.842671±0.005080 
[1888]  train-auc:0.925319±0.000943 test-auc:0.842676±0.005075 
[1889]  train-auc:0.925347±0.000941 test-auc:0.842690±0.005074 
[1890]  train-auc:0.925388±0.000958 test-auc:0.842709±0.005056 
[1891]  train-auc:0.925415±0.000956 test-auc:0.842721±0.005044 
[1892]  train-auc:0.925439±0.000956 test-auc:0.842718±0.005036 
[1893]  train-auc:0.925464±0.000956 test-auc:0.842719±0.005020 
[1894]  train-auc:0.925484±0.000953 test-auc:0.842715±0.005022 
[1895]  train-auc:0.925506±0.000947 test-auc:0.842733±0.005032 
[1896]  train-auc:0.925532±0.000943 test-auc:0.842742±0.005031 
[1897]  train-auc:0.925567±0.000942 test-auc:0.842755±0.005018 
[1898]  train-auc:0.925586±0.000938 test-auc:0.842759±0.005019 
[1899]  train-auc:0.925621±0.000926 test-auc:0.842772±0.005022 
[1900]  train-auc:0.925645±0.000937 test-auc:0.842781±0.005032 
[1901]  train-auc:0.925661±0.000936 test-auc:0.842785±0.005025 
[1902]  train-auc:0.925676±0.000935 test-auc:0.842783±0.005015 
[1903]  train-auc:0.925689±0.000932 test-auc:0.842779±0.005011 
[1904]  train-auc:0.925707±0.000935 test-auc:0.842787±0.005023 
[1905]  train-auc:0.925732±0.000942 test-auc:0.842795±0.005027 
[1906]  train-auc:0.925755±0.000944 test-auc:0.842799±0.005021 
[1907]  train-auc:0.925779±0.000943 test-auc:0.842810±0.005027 
[1908]  train-auc:0.925792±0.000941 test-auc:0.842815±0.005032 
[1909]  train-auc:0.925810±0.000939 test-auc:0.842818±0.005041 
[1910]  train-auc:0.925834±0.000950 test-auc:0.842825±0.005023 
[1911]  train-auc:0.925847±0.000950 test-auc:0.842830±0.005011 
[1912]  train-auc:0.925879±0.000938 test-auc:0.842846±0.005024 
[1913]  train-auc:0.925899±0.000935 test-auc:0.842855±0.005026 
[1914]  train-auc:0.925924±0.000943 test-auc:0.842862±0.005034 
[1915]  train-auc:0.925944±0.000941 test-auc:0.842871±0.005036 
[1916]  train-auc:0.925961±0.000942 test-auc:0.842866±0.005026 
[1917]  train-auc:0.925982±0.000945 test-auc:0.842878±0.005026 
[1918]  train-auc:0.926007±0.000941 test-auc:0.842898±0.005030 
[1919]  train-auc:0.926036±0.000951 test-auc:0.842905±0.005022 
[1920]  train-auc:0.926073±0.000941 test-auc:0.842915±0.005023 
[1921]  train-auc:0.926099±0.000948 test-auc:0.842917±0.005033 
[1922]  train-auc:0.926123±0.000944 test-auc:0.842917±0.005040 
[1923]  train-auc:0.926144±0.000938 test-auc:0.842924±0.005043 
[1924]  train-auc:0.926170±0.000939 test-auc:0.842941±0.005041 
[1925]  train-auc:0.926193±0.000941 test-auc:0.842964±0.005032 
[1926]  train-auc:0.926216±0.000947 test-auc:0.842965±0.005025 
[1927]  train-auc:0.926250±0.000949 test-auc:0.842974±0.005024 
[1928]  train-auc:0.926276±0.000955 test-auc:0.842977±0.005018 
[1929]  train-auc:0.926308±0.000964 test-auc:0.842992±0.005019 
[1930]  train-auc:0.926331±0.000969 test-auc:0.842995±0.005013 
[1931]  train-auc:0.926365±0.000980 test-auc:0.842997±0.005000 
[1932]  train-auc:0.926382±0.000982 test-auc:0.843003±0.005005 
[1933]  train-auc:0.926410±0.000986 test-auc:0.843005±0.004998 
[1934]  train-auc:0.926428±0.000991 test-auc:0.843014±0.004993 
[1935]  train-auc:0.926452±0.000996 test-auc:0.843024±0.004992 
[1936]  train-auc:0.926486±0.000997 test-auc:0.843053±0.004966 
[1937]  train-auc:0.926505±0.001005 test-auc:0.843067±0.004967 
[1938]  train-auc:0.926524±0.001014 test-auc:0.843072±0.004963 
[1939]  train-auc:0.926547±0.001027 test-auc:0.843089±0.004981 
[1940]  train-auc:0.926569±0.001031 test-auc:0.843100±0.004973 
[1941]  train-auc:0.926581±0.001034 test-auc:0.843104±0.004967 
[1942]  train-auc:0.926594±0.001036 test-auc:0.843109±0.004967 
[1943]  train-auc:0.926616±0.001052 test-auc:0.843104±0.004960 
[1944]  train-auc:0.926639±0.001044 test-auc:0.843114±0.004964 
[1945]  train-auc:0.926661±0.001053 test-auc:0.843113±0.004976 
[1946]  train-auc:0.926690±0.001054 test-auc:0.843139±0.004973 
[1947]  train-auc:0.926712±0.001056 test-auc:0.843129±0.004971 
[1948]  train-auc:0.926738±0.001057 test-auc:0.843137±0.004978 
[1949]  train-auc:0.926769±0.001057 test-auc:0.843165±0.004978 
[1950]  train-auc:0.926796±0.001061 test-auc:0.843167±0.004975 
[1951]  train-auc:0.926816±0.001059 test-auc:0.843167±0.004993 
[1952]  train-auc:0.926847±0.001080 test-auc:0.843182±0.004999 
[1953]  train-auc:0.926883±0.001083 test-auc:0.843193±0.005009 
[1954]  train-auc:0.926905±0.001084 test-auc:0.843208±0.004991 
[1955]  train-auc:0.926925±0.001084 test-auc:0.843210±0.004984 
[1956]  train-auc:0.926943±0.001090 test-auc:0.843215±0.004975 
[1957]  train-auc:0.926960±0.001097 test-auc:0.843220±0.004994 
[1958]  train-auc:0.926983±0.001100 test-auc:0.843229±0.004995 
[1959]  train-auc:0.927001±0.001112 test-auc:0.843247±0.004987 
[1960]  train-auc:0.927020±0.001109 test-auc:0.843271±0.004987 
[1961]  train-auc:0.927041±0.001115 test-auc:0.843276±0.004993 
[1962]  train-auc:0.927068±0.001111 test-auc:0.843296±0.004992 
[1963]  train-auc:0.927093±0.001118 test-auc:0.843307±0.004996 
[1964]  train-auc:0.927124±0.001121 test-auc:0.843313±0.004991 
[1965]  train-auc:0.927150±0.001130 test-auc:0.843328±0.004979 
[1966]  train-auc:0.927178±0.001129 test-auc:0.843325±0.004976 
[1967]  train-auc:0.927205±0.001133 test-auc:0.843340±0.004978 
[1968]  train-auc:0.927226±0.001145 test-auc:0.843338±0.004981 
[1969]  train-auc:0.927254±0.001149 test-auc:0.843357±0.004977 
[1970]  train-auc:0.927275±0.001149 test-auc:0.843353±0.004997 
[1971]  train-auc:0.927303±0.001152 test-auc:0.843357±0.004988 
[1972]  train-auc:0.927336±0.001168 test-auc:0.843375±0.004977 
[1973]  train-auc:0.927361±0.001173 test-auc:0.843386±0.004966 
[1974]  train-auc:0.927396±0.001182 test-auc:0.843408±0.004962 
[1975]  train-auc:0.927429±0.001191 test-auc:0.843408±0.004957 
[1976]  train-auc:0.927448±0.001192 test-auc:0.843411±0.004964 
[1977]  train-auc:0.927459±0.001200 test-auc:0.843420±0.004968 
[1978]  train-auc:0.927483±0.001205 test-auc:0.843437±0.004975 
[1979]  train-auc:0.927505±0.001210 test-auc:0.843433±0.004962 
[1980]  train-auc:0.927528±0.001219 test-auc:0.843452±0.004959 
[1981]  train-auc:0.927549±0.001224 test-auc:0.843452±0.004966 
[1982]  train-auc:0.927573±0.001227 test-auc:0.843472±0.004964 
[1983]  train-auc:0.927592±0.001232 test-auc:0.843482±0.004969 
[1984]  train-auc:0.927616±0.001229 test-auc:0.843489±0.004956 
[1985]  train-auc:0.927646±0.001249 test-auc:0.843492±0.004939 
[1986]  train-auc:0.927668±0.001262 test-auc:0.843500±0.004937 
[1987]  train-auc:0.927688±0.001258 test-auc:0.843510±0.004922 
[1988]  train-auc:0.927717±0.001253 test-auc:0.843512±0.004923 
[1989]  train-auc:0.927732±0.001255 test-auc:0.843519±0.004917 
[1990]  train-auc:0.927758±0.001255 test-auc:0.843522±0.004911 
[1991]  train-auc:0.927775±0.001255 test-auc:0.843535±0.004910 
[1992]  train-auc:0.927795±0.001251 test-auc:0.843551±0.004907 
[1993]  train-auc:0.927812±0.001251 test-auc:0.843552±0.004906 
[1994]  train-auc:0.927828±0.001261 test-auc:0.843549±0.004900 
[1995]  train-auc:0.927852±0.001259 test-auc:0.843575±0.004880 
[1996]  train-auc:0.927889±0.001261 test-auc:0.843585±0.004880 
[1997]  train-auc:0.927916±0.001271 test-auc:0.843584±0.004895 
[1998]  train-auc:0.927945±0.001274 test-auc:0.843599±0.004891 
[1999]  train-auc:0.927966±0.001277 test-auc:0.843600±0.004891 
[2000]  train-auc:0.927993±0.001279 test-auc:0.843608±0.004899 
[2001]  train-auc:0.928023±0.001279 test-auc:0.843612±0.004895 
[2002]  train-auc:0.928037±0.001291 test-auc:0.843616±0.004887 
[2003]  train-auc:0.928068±0.001285 test-auc:0.843637±0.004889 
[2004]  train-auc:0.928091±0.001290 test-auc:0.843642±0.004898 
[2005]  train-auc:0.928103±0.001289 test-auc:0.843648±0.004893 
[2006]  train-auc:0.928117±0.001285 test-auc:0.843643±0.004892 
[2007]  train-auc:0.928132±0.001295 test-auc:0.843647±0.004876 
[2008]  train-auc:0.928157±0.001300 test-auc:0.843653±0.004869 
[2009]  train-auc:0.928178±0.001304 test-auc:0.843660±0.004868 
[2010]  train-auc:0.928206±0.001307 test-auc:0.843649±0.004857 
[2011]  train-auc:0.928218±0.001318 test-auc:0.843656±0.004851 
[2012]  train-auc:0.928236±0.001326 test-auc:0.843669±0.004865 
[2013]  train-auc:0.928257±0.001329 test-auc:0.843684±0.004855 
[2014]  train-auc:0.928275±0.001334 test-auc:0.843703±0.004857 
[2015]  train-auc:0.928293±0.001329 test-auc:0.843692±0.004859 
[2016]  train-auc:0.928313±0.001333 test-auc:0.843689±0.004876 
[2017]  train-auc:0.928334±0.001336 test-auc:0.843697±0.004885 
[2018]  train-auc:0.928350±0.001331 test-auc:0.843714±0.004877 
[2019]  train-auc:0.928369±0.001328 test-auc:0.843710±0.004877 
[2020]  train-auc:0.928388±0.001340 test-auc:0.843730±0.004873 
[2021]  train-auc:0.928396±0.001340 test-auc:0.843737±0.004875 
[2022]  train-auc:0.928416±0.001344 test-auc:0.843741±0.004877 
[2023]  train-auc:0.928437±0.001351 test-auc:0.843746±0.004871 
[2024]  train-auc:0.928460±0.001353 test-auc:0.843756±0.004871 
[2025]  train-auc:0.928489±0.001346 test-auc:0.843771±0.004888 
[2026]  train-auc:0.928507±0.001353 test-auc:0.843773±0.004884 
[2027]  train-auc:0.928523±0.001352 test-auc:0.843782±0.004887 
[2028]  train-auc:0.928551±0.001360 test-auc:0.843781±0.004889 
[2029]  train-auc:0.928563±0.001363 test-auc:0.843769±0.004886 
[2030]  train-auc:0.928589±0.001374 test-auc:0.843774±0.004887 
[2031]  train-auc:0.928603±0.001377 test-auc:0.843777±0.004877 
[2032]  train-auc:0.928621±0.001376 test-auc:0.843780±0.004869 
[2033]  train-auc:0.928643±0.001375 test-auc:0.843788±0.004875 
[2034]  train-auc:0.928664±0.001370 test-auc:0.843786±0.004890 
[2035]  train-auc:0.928685±0.001368 test-auc:0.843788±0.004901 
[2036]  train-auc:0.928704±0.001367 test-auc:0.843784±0.004904 
[2037]  train-auc:0.928725±0.001367 test-auc:0.843793±0.004904 
[2038]  train-auc:0.928745±0.001371 test-auc:0.843790±0.004907 
[2039]  train-auc:0.928760±0.001379 test-auc:0.843792±0.004894 
[2040]  train-auc:0.928774±0.001380 test-auc:0.843787±0.004891 
[2041]  train-auc:0.928796±0.001372 test-auc:0.843800±0.004884 
[2042]  train-auc:0.928818±0.001372 test-auc:0.843809±0.004898 
[2043]  train-auc:0.928839±0.001368 test-auc:0.843832±0.004907 
[2044]  train-auc:0.928857±0.001369 test-auc:0.843841±0.004894 
[2045]  train-auc:0.928873±0.001378 test-auc:0.843839±0.004885 
[2046]  train-auc:0.928884±0.001384 test-auc:0.843840±0.004896 
[2047]  train-auc:0.928899±0.001385 test-auc:0.843839±0.004896 
[2048]  train-auc:0.928922±0.001390 test-auc:0.843852±0.004881 
[2049]  train-auc:0.928941±0.001393 test-auc:0.843858±0.004876 
[2050]  train-auc:0.928953±0.001395 test-auc:0.843861±0.004883 
[2051]  train-auc:0.928970±0.001393 test-auc:0.843855±0.004888 
[2052]  train-auc:0.928985±0.001390 test-auc:0.843865±0.004890 
[2053]  train-auc:0.929011±0.001393 test-auc:0.843878±0.004895 
[2054]  train-auc:0.929033±0.001382 test-auc:0.843879±0.004910 
[2055]  train-auc:0.929049±0.001383 test-auc:0.843898±0.004893 
[2056]  train-auc:0.929074±0.001386 test-auc:0.843903±0.004884 
[2057]  train-auc:0.929092±0.001383 test-auc:0.843908±0.004893 
[2058]  train-auc:0.929111±0.001388 test-auc:0.843910±0.004872 
[2059]  train-auc:0.929121±0.001386 test-auc:0.843911±0.004883 
[2060]  train-auc:0.929143±0.001379 test-auc:0.843908±0.004897 
[2061]  train-auc:0.929160±0.001381 test-auc:0.843909±0.004889 
[2062]  train-auc:0.929181±0.001382 test-auc:0.843917±0.004896 
[2063]  train-auc:0.929197±0.001373 test-auc:0.843927±0.004900 
[2064]  train-auc:0.929220±0.001374 test-auc:0.843942±0.004889 
[2065]  train-auc:0.929252±0.001369 test-auc:0.843945±0.004883 
[2066]  train-auc:0.929270±0.001369 test-auc:0.843950±0.004883 
[2067]  train-auc:0.929290±0.001370 test-auc:0.843944±0.004876 
[2068]  train-auc:0.929312±0.001377 test-auc:0.843952±0.004866 
[2069]  train-auc:0.929328±0.001375 test-auc:0.843961±0.004872 
[2070]  train-auc:0.929356±0.001372 test-auc:0.843966±0.004887 
[2071]  train-auc:0.929379±0.001370 test-auc:0.843968±0.004887 
[2072]  train-auc:0.929404±0.001364 test-auc:0.843968±0.004899 
[2073]  train-auc:0.929422±0.001366 test-auc:0.843977±0.004899 
[2074]  train-auc:0.929446±0.001362 test-auc:0.843992±0.004872 
[2075]  train-auc:0.929472±0.001355 test-auc:0.843993±0.004867 
[2076]  train-auc:0.929494±0.001348 test-auc:0.844000±0.004878 
[2077]  train-auc:0.929515±0.001345 test-auc:0.844012±0.004865 
[2078]  train-auc:0.929539±0.001341 test-auc:0.844027±0.004867 
[2079]  train-auc:0.929564±0.001341 test-auc:0.844022±0.004869 
[2080]  train-auc:0.929600±0.001336 test-auc:0.844047±0.004868 
[2081]  train-auc:0.929618±0.001339 test-auc:0.844063±0.004866 
[2082]  train-auc:0.929643±0.001340 test-auc:0.844070±0.004880 
[2083]  train-auc:0.929670±0.001347 test-auc:0.844090±0.004876 
[2084]  train-auc:0.929693±0.001350 test-auc:0.844109±0.004893 
[2085]  train-auc:0.929710±0.001345 test-auc:0.844110±0.004894 
[2086]  train-auc:0.929737±0.001337 test-auc:0.844115±0.004884 
[2087]  train-auc:0.929773±0.001325 test-auc:0.844118±0.004871 
[2088]  train-auc:0.929798±0.001326 test-auc:0.844124±0.004865 
[2089]  train-auc:0.929838±0.001325 test-auc:0.844129±0.004855 
[2090]  train-auc:0.929855±0.001330 test-auc:0.844143±0.004847 
[2091]  train-auc:0.929875±0.001326 test-auc:0.844141±0.004839 
[2092]  train-auc:0.929900±0.001324 test-auc:0.844146±0.004824 
[2093]  train-auc:0.929928±0.001316 test-auc:0.844148±0.004832 
[2094]  train-auc:0.929946±0.001318 test-auc:0.844160±0.004836 
[2095]  train-auc:0.929969±0.001312 test-auc:0.844158±0.004852 
[2096]  train-auc:0.929991±0.001308 test-auc:0.844177±0.004848 
[2097]  train-auc:0.930002±0.001308 test-auc:0.844176±0.004843 
[2098]  train-auc:0.930021±0.001309 test-auc:0.844185±0.004843 
[2099]  train-auc:0.930033±0.001308 test-auc:0.844183±0.004847 
[2100]  train-auc:0.930049±0.001308 test-auc:0.844189±0.004845 
[2101]  train-auc:0.930067±0.001316 test-auc:0.844197±0.004849 
[2102]  train-auc:0.930085±0.001318 test-auc:0.844209±0.004872 
[2103]  train-auc:0.930098±0.001316 test-auc:0.844197±0.004866 
[2104]  train-auc:0.930116±0.001311 test-auc:0.844205±0.004877 
[2105]  train-auc:0.930134±0.001314 test-auc:0.844202±0.004867 
[2106]  train-auc:0.930150±0.001317 test-auc:0.844215±0.004857 
[2107]  train-auc:0.930170±0.001318 test-auc:0.844223±0.004860 
[2108]  train-auc:0.930183±0.001317 test-auc:0.844218±0.004853 
[2109]  train-auc:0.930206±0.001317 test-auc:0.844228±0.004852 
[2110]  train-auc:0.930231±0.001324 test-auc:0.844235±0.004847 
[2111]  train-auc:0.930253±0.001329 test-auc:0.844246±0.004857 
[2112]  train-auc:0.930274±0.001326 test-auc:0.844259±0.004858 
[2113]  train-auc:0.930287±0.001325 test-auc:0.844265±0.004862 
[2114]  train-auc:0.930305±0.001324 test-auc:0.844269±0.004854 
[2115]  train-auc:0.930325±0.001326 test-auc:0.844281±0.004868 
[2116]  train-auc:0.930352±0.001319 test-auc:0.844298±0.004867 
[2117]  train-auc:0.930376±0.001325 test-auc:0.844313±0.004871 
[2118]  train-auc:0.930388±0.001325 test-auc:0.844314±0.004880 
[2119]  train-auc:0.930409±0.001331 test-auc:0.844320±0.004872 
[2120]  train-auc:0.930424±0.001326 test-auc:0.844335±0.004885 
[2121]  train-auc:0.930448±0.001323 test-auc:0.844342±0.004882 
[2122]  train-auc:0.930467±0.001319 test-auc:0.844345±0.004874 
[2123]  train-auc:0.930481±0.001313 test-auc:0.844336±0.004869 
[2124]  train-auc:0.930496±0.001309 test-auc:0.844351±0.004874 
[2125]  train-auc:0.930515±0.001308 test-auc:0.844378±0.004869 
[2126]  train-auc:0.930529±0.001308 test-auc:0.844382±0.004867 
[2127]  train-auc:0.930550±0.001312 test-auc:0.844402±0.004869 
[2128]  train-auc:0.930577±0.001309 test-auc:0.844412±0.004886 
[2129]  train-auc:0.930600±0.001305 test-auc:0.844412±0.004888 
[2130]  train-auc:0.930621±0.001303 test-auc:0.844414±0.004893 
[2131]  train-auc:0.930631±0.001301 test-auc:0.844414±0.004885 
[2132]  train-auc:0.930647±0.001299 test-auc:0.844418±0.004893 
[2133]  train-auc:0.930675±0.001299 test-auc:0.844458±0.004912 
[2134]  train-auc:0.930696±0.001298 test-auc:0.844469±0.004904 
[2135]  train-auc:0.930723±0.001296 test-auc:0.844492±0.004920 
[2136]  train-auc:0.930738±0.001295 test-auc:0.844493±0.004919 
[2137]  train-auc:0.930751±0.001296 test-auc:0.844488±0.004912 
[2138]  train-auc:0.930766±0.001295 test-auc:0.844481±0.004908 
[2139]  train-auc:0.930787±0.001300 test-auc:0.844486±0.004910 
[2140]  train-auc:0.930824±0.001303 test-auc:0.844516±0.004914 
[2141]  train-auc:0.930866±0.001300 test-auc:0.844549±0.004930 
[2142]  train-auc:0.930876±0.001297 test-auc:0.844546±0.004932 
[2143]  train-auc:0.930909±0.001295 test-auc:0.844555±0.004927 
[2144]  train-auc:0.930942±0.001294 test-auc:0.844571±0.004932 
[2145]  train-auc:0.930972±0.001290 test-auc:0.844570±0.004935 
[2146]  train-auc:0.931003±0.001282 test-auc:0.844589±0.004938 
[2147]  train-auc:0.931015±0.001285 test-auc:0.844601±0.004932 
[2148]  train-auc:0.931042±0.001285 test-auc:0.844611±0.004944 
[2149]  train-auc:0.931059±0.001282 test-auc:0.844623±0.004944 
[2150]  train-auc:0.931081±0.001284 test-auc:0.844641±0.004950 
[2151]  train-auc:0.931103±0.001296 test-auc:0.844654±0.004945 
[2152]  train-auc:0.931133±0.001296 test-auc:0.844657±0.004953 
[2153]  train-auc:0.931152±0.001298 test-auc:0.844673±0.004940 
[2154]  train-auc:0.931168±0.001292 test-auc:0.844669±0.004953 
[2155]  train-auc:0.931186±0.001293 test-auc:0.844675±0.004964 
[2156]  train-auc:0.931197±0.001295 test-auc:0.844681±0.004973 
[2157]  train-auc:0.931214±0.001298 test-auc:0.844706±0.004980 
[2158]  train-auc:0.931227±0.001303 test-auc:0.844723±0.004994 
[2159]  train-auc:0.931246±0.001300 test-auc:0.844735±0.004978 
[2160]  train-auc:0.931267±0.001306 test-auc:0.844739±0.004976 
[2161]  train-auc:0.931289±0.001303 test-auc:0.844755±0.004982 
[2162]  train-auc:0.931307±0.001306 test-auc:0.844766±0.004983 
[2163]  train-auc:0.931335±0.001307 test-auc:0.844792±0.004990 
[2164]  train-auc:0.931356±0.001311 test-auc:0.844809±0.004997 
[2165]  train-auc:0.931372±0.001309 test-auc:0.844805±0.004999 
[2166]  train-auc:0.931401±0.001313 test-auc:0.844802±0.005008 
[2167]  train-auc:0.931429±0.001325 test-auc:0.844806±0.005005 
[2168]  train-auc:0.931439±0.001328 test-auc:0.844804±0.004991 
[2169]  train-auc:0.931449±0.001328 test-auc:0.844807±0.004999 
[2170]  train-auc:0.931469±0.001324 test-auc:0.844815±0.004992 
[2171]  train-auc:0.931482±0.001323 test-auc:0.844812±0.004989 
[2172]  train-auc:0.931492±0.001325 test-auc:0.844817±0.004978 
[2173]  train-auc:0.931522±0.001319 test-auc:0.844823±0.004992 
[2174]  train-auc:0.931536±0.001317 test-auc:0.844823±0.004985 
[2175]  train-auc:0.931557±0.001317 test-auc:0.844829±0.004969 
[2176]  train-auc:0.931575±0.001319 test-auc:0.844844±0.004963 
[2177]  train-auc:0.931608±0.001324 test-auc:0.844863±0.004951 
[2178]  train-auc:0.931621±0.001327 test-auc:0.844871±0.004951 
[2179]  train-auc:0.931636±0.001325 test-auc:0.844875±0.004954 
[2180]  train-auc:0.931660±0.001332 test-auc:0.844897±0.004942 
[2181]  train-auc:0.931674±0.001326 test-auc:0.844893±0.004939 
[2182]  train-auc:0.931688±0.001323 test-auc:0.844897±0.004945 
[2183]  train-auc:0.931697±0.001324 test-auc:0.844900±0.004946 
[2184]  train-auc:0.931718±0.001326 test-auc:0.844897±0.004946 
[2185]  train-auc:0.931737±0.001323 test-auc:0.844911±0.004965 
[2186]  train-auc:0.931757±0.001325 test-auc:0.844935±0.004962 
[2187]  train-auc:0.931779±0.001322 test-auc:0.844938±0.004958 
[2188]  train-auc:0.931792±0.001320 test-auc:0.844933±0.004961 
[2189]  train-auc:0.931814±0.001327 test-auc:0.844954±0.004962 
[2190]  train-auc:0.931833±0.001331 test-auc:0.844951±0.004978 
[2191]  train-auc:0.931855±0.001346 test-auc:0.844955±0.004954 
[2192]  train-auc:0.931869±0.001350 test-auc:0.844966±0.004950 
[2193]  train-auc:0.931882±0.001353 test-auc:0.844972±0.004958 
[2194]  train-auc:0.931901±0.001347 test-auc:0.844982±0.004958 
[2195]  train-auc:0.931926±0.001335 test-auc:0.844997±0.004953 
[2196]  train-auc:0.931957±0.001330 test-auc:0.845024±0.004966 
[2197]  train-auc:0.931962±0.001330 test-auc:0.845019±0.004965 
[2198]  train-auc:0.931990±0.001333 test-auc:0.845018±0.004977 
[2199]  train-auc:0.932017±0.001326 test-auc:0.845036±0.004975 
[2200]  train-auc:0.932045±0.001317 test-auc:0.845046±0.004977 
[2201]  train-auc:0.932059±0.001319 test-auc:0.845043±0.004970 
[2202]  train-auc:0.932080±0.001317 test-auc:0.845031±0.004972 
[2203]  train-auc:0.932102±0.001310 test-auc:0.845035±0.004975 
[2204]  train-auc:0.932117±0.001307 test-auc:0.845022±0.004995 
[2205]  train-auc:0.932141±0.001310 test-auc:0.845028±0.004989 
[2206]  train-auc:0.932155±0.001309 test-auc:0.845042±0.004986 
[2207]  train-auc:0.932180±0.001314 test-auc:0.845051±0.004973 
[2208]  train-auc:0.932209±0.001307 test-auc:0.845060±0.004965 
[2209]  train-auc:0.932224±0.001308 test-auc:0.845069±0.004964 
[2210]  train-auc:0.932249±0.001313 test-auc:0.845070±0.004978 
[2211]  train-auc:0.932257±0.001313 test-auc:0.845064±0.004974 
[2212]  train-auc:0.932281±0.001315 test-auc:0.845082±0.004989 
[2213]  train-auc:0.932286±0.001317 test-auc:0.845083±0.004992 
[2214]  train-auc:0.932294±0.001322 test-auc:0.845085±0.004992 
[2215]  train-auc:0.932320±0.001318 test-auc:0.845103±0.005001 
[2216]  train-auc:0.932342±0.001320 test-auc:0.845099±0.004991 
[2217]  train-auc:0.932359±0.001318 test-auc:0.845106±0.005002 
[2218]  train-auc:0.932379±0.001318 test-auc:0.845108±0.004996 
[2219]  train-auc:0.932401±0.001315 test-auc:0.845113±0.005001 
[2220]  train-auc:0.932420±0.001310 test-auc:0.845131±0.005015 
[2221]  train-auc:0.932434±0.001310 test-auc:0.845125±0.005032 
[2222]  train-auc:0.932460±0.001322 test-auc:0.845134±0.005011 
[2223]  train-auc:0.932475±0.001323 test-auc:0.845137±0.005009 
[2224]  train-auc:0.932483±0.001325 test-auc:0.845154±0.005009 
[2225]  train-auc:0.932496±0.001325 test-auc:0.845169±0.005006 
[2226]  train-auc:0.932523±0.001334 test-auc:0.845184±0.004994 
[2227]  train-auc:0.932529±0.001334 test-auc:0.845187±0.004998 
[2228]  train-auc:0.932545±0.001331 test-auc:0.845195±0.004987 
[2229]  train-auc:0.932566±0.001332 test-auc:0.845205±0.004991 
[2230]  train-auc:0.932590±0.001323 test-auc:0.845204±0.004999 
[2231]  train-auc:0.932608±0.001321 test-auc:0.845215±0.004990 
[2232]  train-auc:0.932625±0.001313 test-auc:0.845218±0.004981 
[2233]  train-auc:0.932644±0.001304 test-auc:0.845240±0.004986 
[2234]  train-auc:0.932658±0.001302 test-auc:0.845245±0.004985 
[2235]  train-auc:0.932680±0.001292 test-auc:0.845257±0.004985 
[2236]  train-auc:0.932694±0.001289 test-auc:0.845261±0.004984 
[2237]  train-auc:0.932712±0.001287 test-auc:0.845271±0.004975 
[2238]  train-auc:0.932736±0.001287 test-auc:0.845282±0.004976 
[2239]  train-auc:0.932746±0.001287 test-auc:0.845281±0.004982 
[2240]  train-auc:0.932778±0.001283 test-auc:0.845284±0.004994 
[2241]  train-auc:0.932803±0.001279 test-auc:0.845292±0.004999 
[2242]  train-auc:0.932830±0.001280 test-auc:0.845306±0.004992 
[2243]  train-auc:0.932854±0.001278 test-auc:0.845312±0.004993 
[2244]  train-auc:0.932875±0.001279 test-auc:0.845320±0.004994 
[2245]  train-auc:0.932892±0.001279 test-auc:0.845326±0.004992 
[2246]  train-auc:0.932915±0.001281 test-auc:0.845342±0.004990 
[2247]  train-auc:0.932927±0.001280 test-auc:0.845342±0.004994 
[2248]  train-auc:0.932943±0.001281 test-auc:0.845344±0.004982 
[2249]  train-auc:0.932955±0.001292 test-auc:0.845355±0.004984 
[2250]  train-auc:0.932969±0.001292 test-auc:0.845358±0.004976 
[2251]  train-auc:0.932995±0.001293 test-auc:0.845368±0.004982 
[2252]  train-auc:0.933011±0.001292 test-auc:0.845375±0.004984 
[2253]  train-auc:0.933031±0.001298 test-auc:0.845389±0.004984 
[2254]  train-auc:0.933056±0.001299 test-auc:0.845389±0.005003 
[2255]  train-auc:0.933074±0.001299 test-auc:0.845397±0.005007 
[2256]  train-auc:0.933094±0.001295 test-auc:0.845400±0.005010 
[2257]  train-auc:0.933113±0.001296 test-auc:0.845398±0.005022 
[2258]  train-auc:0.933132±0.001300 test-auc:0.845402±0.005026 
[2259]  train-auc:0.933145±0.001305 test-auc:0.845400±0.005026 
[2260]  train-auc:0.933162±0.001306 test-auc:0.845409±0.005029 
[2261]  train-auc:0.933186±0.001300 test-auc:0.845420±0.005024 
[2262]  train-auc:0.933207±0.001296 test-auc:0.845445±0.005030 
[2263]  train-auc:0.933223±0.001299 test-auc:0.845458±0.005033 
[2264]  train-auc:0.933240±0.001299 test-auc:0.845452±0.005037 
[2265]  train-auc:0.933264±0.001305 test-auc:0.845476±0.005048 
[2266]  train-auc:0.933282±0.001308 test-auc:0.845495±0.005036 
[2267]  train-auc:0.933302±0.001304 test-auc:0.845514±0.005032 
[2268]  train-auc:0.933320±0.001307 test-auc:0.845513±0.005032 
[2269]  train-auc:0.933336±0.001310 test-auc:0.845524±0.005027 
[2270]  train-auc:0.933364±0.001311 test-auc:0.845535±0.005031 
[2271]  train-auc:0.933378±0.001318 test-auc:0.845541±0.005030 
[2272]  train-auc:0.933391±0.001317 test-auc:0.845546±0.005034 
[2273]  train-auc:0.933414±0.001318 test-auc:0.845545±0.005031 
[2274]  train-auc:0.933430±0.001326 test-auc:0.845562±0.005027 
[2275]  train-auc:0.933440±0.001323 test-auc:0.845563±0.005027 
[2276]  train-auc:0.933467±0.001335 test-auc:0.845571±0.005012 
[2277]  train-auc:0.933483±0.001339 test-auc:0.845587±0.005014 
[2278]  train-auc:0.933497±0.001342 test-auc:0.845582±0.005015 
[2279]  train-auc:0.933504±0.001342 test-auc:0.845580±0.005014 
[2280]  train-auc:0.933521±0.001341 test-auc:0.845600±0.005014 
[2281]  train-auc:0.933539±0.001346 test-auc:0.845608±0.005027 
[2282]  train-auc:0.933547±0.001347 test-auc:0.845607±0.005029 
[2283]  train-auc:0.933556±0.001349 test-auc:0.845610±0.005019 
[2284]  train-auc:0.933573±0.001342 test-auc:0.845609±0.005001 
[2285]  train-auc:0.933585±0.001341 test-auc:0.845614±0.005005 
[2286]  train-auc:0.933602±0.001347 test-auc:0.845625±0.005006 
[2287]  train-auc:0.933615±0.001348 test-auc:0.845613±0.005013 
[2288]  train-auc:0.933625±0.001351 test-auc:0.845619±0.005011 
[2289]  train-auc:0.933658±0.001365 test-auc:0.845645±0.005002 
[2290]  train-auc:0.933673±0.001365 test-auc:0.845656±0.004990 
[2291]  train-auc:0.933689±0.001374 test-auc:0.845658±0.004988 
[2292]  train-auc:0.933718±0.001377 test-auc:0.845669±0.004981 
[2293]  train-auc:0.933738±0.001378 test-auc:0.845678±0.004981 
[2294]  train-auc:0.933759±0.001379 test-auc:0.845683±0.004979 
[2295]  train-auc:0.933779±0.001379 test-auc:0.845687±0.004974 
[2296]  train-auc:0.933799±0.001376 test-auc:0.845687±0.004971 
[2297]  train-auc:0.933823±0.001371 test-auc:0.845701±0.004966 
[2298]  train-auc:0.933835±0.001382 test-auc:0.845704±0.004970 
[2299]  train-auc:0.933857±0.001387 test-auc:0.845723±0.004966 
[2300]  train-auc:0.933876±0.001389 test-auc:0.845727±0.004970 
[2301]  train-auc:0.933900±0.001396 test-auc:0.845718±0.004933 
[2302]  train-auc:0.933911±0.001399 test-auc:0.845722±0.004917 
[2303]  train-auc:0.933926±0.001402 test-auc:0.845729±0.004918 
[2304]  train-auc:0.933945±0.001405 test-auc:0.845737±0.004914 
[2305]  train-auc:0.933955±0.001405 test-auc:0.845744±0.004924 
[2306]  train-auc:0.933972±0.001403 test-auc:0.845747±0.004917 
[2307]  train-auc:0.933993±0.001402 test-auc:0.845765±0.004916 
[2308]  train-auc:0.934016±0.001402 test-auc:0.845770±0.004917 
[2309]  train-auc:0.934037±0.001400 test-auc:0.845784±0.004907 
[2310]  train-auc:0.934057±0.001404 test-auc:0.845798±0.004912 
[2311]  train-auc:0.934078±0.001397 test-auc:0.845794±0.004918 
[2312]  train-auc:0.934087±0.001396 test-auc:0.845806±0.004915 
[2313]  train-auc:0.934097±0.001401 test-auc:0.845803±0.004915 
[2314]  train-auc:0.934118±0.001398 test-auc:0.845820±0.004918 
[2315]  train-auc:0.934136±0.001400 test-auc:0.845824±0.004913 
[2316]  train-auc:0.934151±0.001405 test-auc:0.845824±0.004916 
[2317]  train-auc:0.934162±0.001406 test-auc:0.845823±0.004919 
[2318]  train-auc:0.934174±0.001407 test-auc:0.845841±0.004921 
[2319]  train-auc:0.934187±0.001403 test-auc:0.845838±0.004914 
[2320]  train-auc:0.934212±0.001413 test-auc:0.845835±0.004913 
[2321]  train-auc:0.934223±0.001412 test-auc:0.845837±0.004912 
[2322]  train-auc:0.934244±0.001414 test-auc:0.845840±0.004922 
[2323]  train-auc:0.934262±0.001417 test-auc:0.845856±0.004913 
[2324]  train-auc:0.934274±0.001421 test-auc:0.845861±0.004911 
[2325]  train-auc:0.934288±0.001418 test-auc:0.845867±0.004911 
[2326]  train-auc:0.934303±0.001421 test-auc:0.845876±0.004918 
[2327]  train-auc:0.934319±0.001422 test-auc:0.845879±0.004913 
[2328]  train-auc:0.934327±0.001425 test-auc:0.845889±0.004906 
[2329]  train-auc:0.934331±0.001428 test-auc:0.845895±0.004898 
[2330]  train-auc:0.934337±0.001430 test-auc:0.845899±0.004898 
[2331]  train-auc:0.934356±0.001430 test-auc:0.845903±0.004903 
[2332]  train-auc:0.934374±0.001430 test-auc:0.845909±0.004896 
[2333]  train-auc:0.934393±0.001433 test-auc:0.845921±0.004896 
[2334]  train-auc:0.934415±0.001443 test-auc:0.845930±0.004882 
[2335]  train-auc:0.934425±0.001442 test-auc:0.845925±0.004884 
[2336]  train-auc:0.934438±0.001447 test-auc:0.845933±0.004873 
[2337]  train-auc:0.934456±0.001454 test-auc:0.845938±0.004871 
[2338]  train-auc:0.934470±0.001456 test-auc:0.845950±0.004886 
[2339]  train-auc:0.934489±0.001459 test-auc:0.845958±0.004891 
[2340]  train-auc:0.934499±0.001458 test-auc:0.845958±0.004891 
[2341]  train-auc:0.934509±0.001451 test-auc:0.845968±0.004888 
[2342]  train-auc:0.934538±0.001450 test-auc:0.845974±0.004903 
[2343]  train-auc:0.934549±0.001454 test-auc:0.845986±0.004897 
[2344]  train-auc:0.934560±0.001455 test-auc:0.845993±0.004895 
[2345]  train-auc:0.934581±0.001467 test-auc:0.845992±0.004901 
[2346]  train-auc:0.934592±0.001460 test-auc:0.845996±0.004906 
[2347]  train-auc:0.934603±0.001461 test-auc:0.846008±0.004889 
[2348]  train-auc:0.934611±0.001462 test-auc:0.846008±0.004886 
[2349]  train-auc:0.934622±0.001458 test-auc:0.846017±0.004884 
[2350]  train-auc:0.934641±0.001454 test-auc:0.846025±0.004888 
[2351]  train-auc:0.934664±0.001443 test-auc:0.846038±0.004885 
[2352]  train-auc:0.934687±0.001442 test-auc:0.846037±0.004887 
[2353]  train-auc:0.934706±0.001452 test-auc:0.846041±0.004886 
[2354]  train-auc:0.934731±0.001451 test-auc:0.846052±0.004881 
[2355]  train-auc:0.934739±0.001449 test-auc:0.846058±0.004878 
[2356]  train-auc:0.934750±0.001443 test-auc:0.846064±0.004870 
[2357]  train-auc:0.934794±0.001449 test-auc:0.846083±0.004861 
[2358]  train-auc:0.934807±0.001452 test-auc:0.846089±0.004873 
[2359]  train-auc:0.934825±0.001440 test-auc:0.846093±0.004873 
[2360]  train-auc:0.934842±0.001441 test-auc:0.846105±0.004872 
[2361]  train-auc:0.934872±0.001442 test-auc:0.846122±0.004871 
[2362]  train-auc:0.934899±0.001436 test-auc:0.846148±0.004884 
[2363]  train-auc:0.934925±0.001422 test-auc:0.846155±0.004885 
[2364]  train-auc:0.934941±0.001408 test-auc:0.846159±0.004895 
[2365]  train-auc:0.934953±0.001407 test-auc:0.846159±0.004890 
[2366]  train-auc:0.934968±0.001406 test-auc:0.846161±0.004893 
[2367]  train-auc:0.934986±0.001410 test-auc:0.846169±0.004899 
[2368]  train-auc:0.934998±0.001404 test-auc:0.846161±0.004909 
[2369]  train-auc:0.935013±0.001397 test-auc:0.846161±0.004919 
[2370]  train-auc:0.935020±0.001398 test-auc:0.846160±0.004915 
[2371]  train-auc:0.935046±0.001384 test-auc:0.846175±0.004909 
[2372]  train-auc:0.935063±0.001387 test-auc:0.846178±0.004911 
[2373]  train-auc:0.935076±0.001385 test-auc:0.846184±0.004917 
[2374]  train-auc:0.935098±0.001389 test-auc:0.846184±0.004911 
[2375]  train-auc:0.935121±0.001393 test-auc:0.846198±0.004908 
[2376]  train-auc:0.935132±0.001394 test-auc:0.846215±0.004916 
[2377]  train-auc:0.935157±0.001392 test-auc:0.846212±0.004916 
[2378]  train-auc:0.935166±0.001393 test-auc:0.846213±0.004911 
[2379]  train-auc:0.935186±0.001397 test-auc:0.846222±0.004919 
[2380]  train-auc:0.935215±0.001387 test-auc:0.846235±0.004926 
[2381]  train-auc:0.935234±0.001380 test-auc:0.846240±0.004924 
[2382]  train-auc:0.935263±0.001369 test-auc:0.846241±0.004913 
[2383]  train-auc:0.935284±0.001377 test-auc:0.846248±0.004913 
[2384]  train-auc:0.935294±0.001372 test-auc:0.846255±0.004916 
[2385]  train-auc:0.935302±0.001371 test-auc:0.846260±0.004907 
[2386]  train-auc:0.935324±0.001373 test-auc:0.846278±0.004914 
[2387]  train-auc:0.935341±0.001376 test-auc:0.846279±0.004917 
[2388]  train-auc:0.935361±0.001361 test-auc:0.846284±0.004921 
[2389]  train-auc:0.935377±0.001352 test-auc:0.846282±0.004919 
[2390]  train-auc:0.935387±0.001348 test-auc:0.846279±0.004905 
[2391]  train-auc:0.935409±0.001336 test-auc:0.846295±0.004921 
[2392]  train-auc:0.935436±0.001335 test-auc:0.846302±0.004924 
[2393]  train-auc:0.935447±0.001338 test-auc:0.846307±0.004915 
[2394]  train-auc:0.935466±0.001341 test-auc:0.846324±0.004921 
[2395]  train-auc:0.935475±0.001338 test-auc:0.846325±0.004927 
[2396]  train-auc:0.935492±0.001332 test-auc:0.846325±0.004930 
[2397]  train-auc:0.935503±0.001329 test-auc:0.846325±0.004928 
[2398]  train-auc:0.935529±0.001328 test-auc:0.846354±0.004918 
[2399]  train-auc:0.935561±0.001331 test-auc:0.846363±0.004919 
[2400]  train-auc:0.935579±0.001321 test-auc:0.846373±0.004934 
[2401]  train-auc:0.935605±0.001309 test-auc:0.846386±0.004939 
[2402]  train-auc:0.935621±0.001300 test-auc:0.846399±0.004936 
[2403]  train-auc:0.935641±0.001298 test-auc:0.846412±0.004955 
[2404]  train-auc:0.935658±0.001289 test-auc:0.846418±0.004950 
[2405]  train-auc:0.935674±0.001286 test-auc:0.846422±0.004936 
[2406]  train-auc:0.935690±0.001279 test-auc:0.846430±0.004937 
[2407]  train-auc:0.935699±0.001280 test-auc:0.846436±0.004946 
[2408]  train-auc:0.935718±0.001282 test-auc:0.846443±0.004962 
[2409]  train-auc:0.935736±0.001289 test-auc:0.846441±0.004957 
[2410]  train-auc:0.935749±0.001282 test-auc:0.846435±0.004960 
[2411]  train-auc:0.935761±0.001283 test-auc:0.846442±0.004967 
[2412]  train-auc:0.935784±0.001286 test-auc:0.846444±0.004968 
[2413]  train-auc:0.935802±0.001287 test-auc:0.846449±0.004966 
[2414]  train-auc:0.935813±0.001290 test-auc:0.846464±0.004968 
[2415]  train-auc:0.935824±0.001293 test-auc:0.846469±0.004957 
[2416]  train-auc:0.935841±0.001290 test-auc:0.846481±0.004945 
[2417]  train-auc:0.935852±0.001287 test-auc:0.846485±0.004941 
[2418]  train-auc:0.935872±0.001286 test-auc:0.846501±0.004942 
[2419]  train-auc:0.935881±0.001288 test-auc:0.846498±0.004944 
[2420]  train-auc:0.935897±0.001298 test-auc:0.846493±0.004951 
[2421]  train-auc:0.935908±0.001299 test-auc:0.846507±0.004945 
[2422]  train-auc:0.935921±0.001296 test-auc:0.846514±0.004954 
[2423]  train-auc:0.935938±0.001293 test-auc:0.846514±0.004952 
[2424]  train-auc:0.935956±0.001285 test-auc:0.846525±0.004959 
[2425]  train-auc:0.935963±0.001288 test-auc:0.846525±0.004956 
[2426]  train-auc:0.935985±0.001292 test-auc:0.846541±0.004958 
[2427]  train-auc:0.936007±0.001293 test-auc:0.846550±0.004960 
[2428]  train-auc:0.936027±0.001294 test-auc:0.846552±0.004968 
[2429]  train-auc:0.936048±0.001291 test-auc:0.846536±0.004957 
[2430]  train-auc:0.936063±0.001290 test-auc:0.846548±0.004967 
[2431]  train-auc:0.936078±0.001291 test-auc:0.846552±0.004966 
[2432]  train-auc:0.936087±0.001293 test-auc:0.846559±0.004975 
[2433]  train-auc:0.936107±0.001298 test-auc:0.846567±0.004978 
[2434]  train-auc:0.936123±0.001297 test-auc:0.846588±0.004964 
[2435]  train-auc:0.936131±0.001298 test-auc:0.846582±0.004968 
[2436]  train-auc:0.936141±0.001295 test-auc:0.846570±0.004963 
[2437]  train-auc:0.936152±0.001299 test-auc:0.846574±0.004975 
[2438]  train-auc:0.936169±0.001303 test-auc:0.846584±0.004977 
[2439]  train-auc:0.936177±0.001300 test-auc:0.846594±0.004970 
[2440]  train-auc:0.936196±0.001293 test-auc:0.846602±0.004963 
[2441]  train-auc:0.936211±0.001302 test-auc:0.846612±0.004966 
[2442]  train-auc:0.936221±0.001307 test-auc:0.846617±0.004965 
[2443]  train-auc:0.936246±0.001321 test-auc:0.846626±0.004954 
[2444]  train-auc:0.936264±0.001319 test-auc:0.846629±0.004959 
[2445]  train-auc:0.936275±0.001319 test-auc:0.846630±0.004959 
[2446]  train-auc:0.936286±0.001317 test-auc:0.846627±0.004964 
[2447]  train-auc:0.936295±0.001319 test-auc:0.846625±0.004975 
[2448]  train-auc:0.936311±0.001315 test-auc:0.846626±0.004991 
[2449]  train-auc:0.936327±0.001319 test-auc:0.846631±0.004985 
[2450]  train-auc:0.936335±0.001319 test-auc:0.846638±0.004988 
[2451]  train-auc:0.936349±0.001322 test-auc:0.846640±0.004993 
[2452]  train-auc:0.936363±0.001315 test-auc:0.846647±0.004993 
[2453]  train-auc:0.936375±0.001322 test-auc:0.846657±0.004985 
[2454]  train-auc:0.936391±0.001322 test-auc:0.846675±0.004981 
[2455]  train-auc:0.936405±0.001321 test-auc:0.846681±0.004981 
[2456]  train-auc:0.936414±0.001321 test-auc:0.846687±0.004982 
[2457]  train-auc:0.936425±0.001322 test-auc:0.846683±0.004987 
[2458]  train-auc:0.936444±0.001327 test-auc:0.846692±0.004995 
[2459]  train-auc:0.936463±0.001331 test-auc:0.846711±0.005006 
[2460]  train-auc:0.936482±0.001330 test-auc:0.846718±0.004999 
[2461]  train-auc:0.936501±0.001338 test-auc:0.846724±0.004994 
[2462]  train-auc:0.936517±0.001346 test-auc:0.846730±0.004990 
[2463]  train-auc:0.936522±0.001347 test-auc:0.846728±0.004993 
[2464]  train-auc:0.936537±0.001344 test-auc:0.846737±0.004975 
[2465]  train-auc:0.936562±0.001346 test-auc:0.846765±0.004970 
[2466]  train-auc:0.936582±0.001334 test-auc:0.846767±0.004977 
[2467]  train-auc:0.936606±0.001328 test-auc:0.846765±0.004984 
[2468]  train-auc:0.936618±0.001327 test-auc:0.846772±0.004988 
[2469]  train-auc:0.936632±0.001319 test-auc:0.846775±0.004991 
[2470]  train-auc:0.936648±0.001319 test-auc:0.846776±0.004983 
[2471]  train-auc:0.936673±0.001320 test-auc:0.846771±0.004981 
[2472]  train-auc:0.936696±0.001313 test-auc:0.846780±0.004988 
[2473]  train-auc:0.936717±0.001309 test-auc:0.846786±0.004991 
[2474]  train-auc:0.936744±0.001314 test-auc:0.846807±0.004988 
[2475]  train-auc:0.936754±0.001313 test-auc:0.846806±0.004973 
[2476]  train-auc:0.936775±0.001315 test-auc:0.846818±0.004967 
[2477]  train-auc:0.936791±0.001317 test-auc:0.846822±0.004962 
[2478]  train-auc:0.936804±0.001317 test-auc:0.846822±0.004971 
[2479]  train-auc:0.936818±0.001316 test-auc:0.846828±0.004974 
[2480]  train-auc:0.936841±0.001314 test-auc:0.846831±0.004976 
[2481]  train-auc:0.936856±0.001321 test-auc:0.846852±0.004968 
[2482]  train-auc:0.936883±0.001317 test-auc:0.846864±0.004969 
[2483]  train-auc:0.936893±0.001323 test-auc:0.846857±0.004977 
[2484]  train-auc:0.936900±0.001322 test-auc:0.846855±0.004966 
[2485]  train-auc:0.936916±0.001315 test-auc:0.846867±0.004968 
[2486]  train-auc:0.936937±0.001318 test-auc:0.846872±0.004973 
[2487]  train-auc:0.936953±0.001323 test-auc:0.846874±0.004971 
[2488]  train-auc:0.936969±0.001320 test-auc:0.846874±0.004970 
[2489]  train-auc:0.936987±0.001320 test-auc:0.846890±0.004953 
[2490]  train-auc:0.937002±0.001317 test-auc:0.846903±0.004954 
[2491]  train-auc:0.937018±0.001315 test-auc:0.846905±0.004952 
[2492]  train-auc:0.937048±0.001314 test-auc:0.846911±0.004967 
[2493]  train-auc:0.937063±0.001317 test-auc:0.846914±0.004959 
[2494]  train-auc:0.937075±0.001318 test-auc:0.846920±0.004954 
[2495]  train-auc:0.937099±0.001326 test-auc:0.846920±0.004950 
[2496]  train-auc:0.937110±0.001322 test-auc:0.846926±0.004945 
[2497]  train-auc:0.937122±0.001315 test-auc:0.846934±0.004940 
[2498]  train-auc:0.937135±0.001317 test-auc:0.846922±0.004932 
[2499]  train-auc:0.937153±0.001313 test-auc:0.846936±0.004941 
[2500]  train-auc:0.937165±0.001315 test-auc:0.846945±0.004933 
[2501]  train-auc:0.937187±0.001308 test-auc:0.846946±0.004939 
[2502]  train-auc:0.937215±0.001306 test-auc:0.846979±0.004945 
[2503]  train-auc:0.937237±0.001305 test-auc:0.846982±0.004957 
[2504]  train-auc:0.937254±0.001308 test-auc:0.846988±0.004954 
[2505]  train-auc:0.937271±0.001317 test-auc:0.846997±0.004952 
[2506]  train-auc:0.937285±0.001311 test-auc:0.846991±0.004951 
[2507]  train-auc:0.937300±0.001307 test-auc:0.847008±0.004951 
[2508]  train-auc:0.937319±0.001305 test-auc:0.847019±0.004941 
[2509]  train-auc:0.937335±0.001303 test-auc:0.847027±0.004941 
[2510]  train-auc:0.937357±0.001295 test-auc:0.847028±0.004953 
[2511]  train-auc:0.937379±0.001296 test-auc:0.847041±0.004942 
[2512]  train-auc:0.937390±0.001292 test-auc:0.847040±0.004942 
[2513]  train-auc:0.937404±0.001291 test-auc:0.847044±0.004927 
[2514]  train-auc:0.937424±0.001289 test-auc:0.847040±0.004927 
[2515]  train-auc:0.937450±0.001287 test-auc:0.847058±0.004942 
[2516]  train-auc:0.937472±0.001283 test-auc:0.847065±0.004936 
[2517]  train-auc:0.937499±0.001288 test-auc:0.847085±0.004926 
[2518]  train-auc:0.937520±0.001294 test-auc:0.847088±0.004935 
[2519]  train-auc:0.937532±0.001303 test-auc:0.847091±0.004924 
[2520]  train-auc:0.937552±0.001305 test-auc:0.847110±0.004915 
[2521]  train-auc:0.937578±0.001297 test-auc:0.847123±0.004910 
[2522]  train-auc:0.937607±0.001294 test-auc:0.847152±0.004918 
[2523]  train-auc:0.937620±0.001296 test-auc:0.847150±0.004908 
[2524]  train-auc:0.937640±0.001304 test-auc:0.847156±0.004906 
[2525]  train-auc:0.937661±0.001303 test-auc:0.847161±0.004909 
[2526]  train-auc:0.937678±0.001296 test-auc:0.847168±0.004911 
[2527]  train-auc:0.937690±0.001305 test-auc:0.847182±0.004913 
[2528]  train-auc:0.937705±0.001297 test-auc:0.847184±0.004915 
[2529]  train-auc:0.937719±0.001293 test-auc:0.847182±0.004911 
[2530]  train-auc:0.937735±0.001288 test-auc:0.847190±0.004922 
[2531]  train-auc:0.937752±0.001284 test-auc:0.847196±0.004913 
[2532]  train-auc:0.937763±0.001283 test-auc:0.847197±0.004904 
[2533]  train-auc:0.937777±0.001279 test-auc:0.847204±0.004904 
[2534]  train-auc:0.937796±0.001274 test-auc:0.847219±0.004901 
[2535]  train-auc:0.937811±0.001269 test-auc:0.847218±0.004889 
[2536]  train-auc:0.937827±0.001266 test-auc:0.847229±0.004881 
[2537]  train-auc:0.937841±0.001265 test-auc:0.847233±0.004882 
[2538]  train-auc:0.937870±0.001263 test-auc:0.847250±0.004885 
[2539]  train-auc:0.937895±0.001255 test-auc:0.847274±0.004891 
[2540]  train-auc:0.937915±0.001249 test-auc:0.847279±0.004897 
[2541]  train-auc:0.937933±0.001248 test-auc:0.847305±0.004875 
[2542]  train-auc:0.937954±0.001249 test-auc:0.847312±0.004872 
[2543]  train-auc:0.937970±0.001244 test-auc:0.847311±0.004877 
[2544]  train-auc:0.937982±0.001245 test-auc:0.847318±0.004878 
[2545]  train-auc:0.938004±0.001254 test-auc:0.847314±0.004865 
[2546]  train-auc:0.938025±0.001250 test-auc:0.847333±0.004863 
[2547]  train-auc:0.938043±0.001257 test-auc:0.847339±0.004863 
[2548]  train-auc:0.938064±0.001255 test-auc:0.847356±0.004852 
[2549]  train-auc:0.938076±0.001249 test-auc:0.847360±0.004848 
[2550]  train-auc:0.938090±0.001247 test-auc:0.847363±0.004847 
[2551]  train-auc:0.938105±0.001247 test-auc:0.847383±0.004841 
[2552]  train-auc:0.938120±0.001245 test-auc:0.847379±0.004843 
[2553]  train-auc:0.938135±0.001245 test-auc:0.847389±0.004831 
[2554]  train-auc:0.938149±0.001243 test-auc:0.847394±0.004842 
[2555]  train-auc:0.938165±0.001253 test-auc:0.847397±0.004833 
[2556]  train-auc:0.938181±0.001256 test-auc:0.847394±0.004826 
[2557]  train-auc:0.938199±0.001261 test-auc:0.847382±0.004837 
[2558]  train-auc:0.938216±0.001268 test-auc:0.847389±0.004834 
[2559]  train-auc:0.938236±0.001268 test-auc:0.847396±0.004831 
[2560]  train-auc:0.938259±0.001266 test-auc:0.847400±0.004829 
[2561]  train-auc:0.938269±0.001262 test-auc:0.847416±0.004831 
[2562]  train-auc:0.938291±0.001266 test-auc:0.847441±0.004840 
[2563]  train-auc:0.938312±0.001268 test-auc:0.847444±0.004830 
[2564]  train-auc:0.938325±0.001270 test-auc:0.847455±0.004826 
[2565]  train-auc:0.938344±0.001267 test-auc:0.847457±0.004822 
[2566]  train-auc:0.938363±0.001265 test-auc:0.847474±0.004816 
[2567]  train-auc:0.938381±0.001270 test-auc:0.847484±0.004815 
[2568]  train-auc:0.938398±0.001268 test-auc:0.847497±0.004807 
[2569]  train-auc:0.938410±0.001258 test-auc:0.847501±0.004800 
[2570]  train-auc:0.938424±0.001254 test-auc:0.847508±0.004796 
[2571]  train-auc:0.938437±0.001253 test-auc:0.847512±0.004787 
[2572]  train-auc:0.938453±0.001249 test-auc:0.847512±0.004806 
[2573]  train-auc:0.938464±0.001242 test-auc:0.847520±0.004799 
[2574]  train-auc:0.938485±0.001249 test-auc:0.847526±0.004792 
[2575]  train-auc:0.938504±0.001247 test-auc:0.847517±0.004781 
[2576]  train-auc:0.938515±0.001249 test-auc:0.847516±0.004769 
[2577]  train-auc:0.938524±0.001249 test-auc:0.847522±0.004771 
[2578]  train-auc:0.938533±0.001246 test-auc:0.847519±0.004775 
[2579]  train-auc:0.938539±0.001246 test-auc:0.847515±0.004786 
[2580]  train-auc:0.938552±0.001248 test-auc:0.847520±0.004785 
[2581]  train-auc:0.938566±0.001248 test-auc:0.847528±0.004779 
[2582]  train-auc:0.938579±0.001251 test-auc:0.847536±0.004773 
[2583]  train-auc:0.938592±0.001249 test-auc:0.847539±0.004781 
[2584]  train-auc:0.938606±0.001243 test-auc:0.847540±0.004779 
[2585]  train-auc:0.938618±0.001247 test-auc:0.847548±0.004782 
[2586]  train-auc:0.938631±0.001247 test-auc:0.847555±0.004787 
[2587]  train-auc:0.938636±0.001246 test-auc:0.847566±0.004782 
[2588]  train-auc:0.938651±0.001249 test-auc:0.847577±0.004773 
[2589]  train-auc:0.938663±0.001244 test-auc:0.847580±0.004766 
[2590]  train-auc:0.938684±0.001250 test-auc:0.847582±0.004769 
[2591]  train-auc:0.938694±0.001254 test-auc:0.847577±0.004771 
[2592]  train-auc:0.938709±0.001250 test-auc:0.847571±0.004761 
[2593]  train-auc:0.938727±0.001245 test-auc:0.847580±0.004768 
[2594]  train-auc:0.938737±0.001244 test-auc:0.847583±0.004758 
[2595]  train-auc:0.938755±0.001244 test-auc:0.847590±0.004764 
[2596]  train-auc:0.938773±0.001240 test-auc:0.847597±0.004764 
[2597]  train-auc:0.938791±0.001242 test-auc:0.847608±0.004751 
[2598]  train-auc:0.938804±0.001246 test-auc:0.847603±0.004743 
[2599]  train-auc:0.938816±0.001247 test-auc:0.847613±0.004746 
[2600]  train-auc:0.938834±0.001247 test-auc:0.847616±0.004752 
[2601]  train-auc:0.938841±0.001246 test-auc:0.847620±0.004756 
[2602]  train-auc:0.938861±0.001258 test-auc:0.847614±0.004765 
[2603]  train-auc:0.938880±0.001256 test-auc:0.847630±0.004767 
[2604]  train-auc:0.938887±0.001254 test-auc:0.847641±0.004774 
[2605]  train-auc:0.938896±0.001255 test-auc:0.847653±0.004769 
[2606]  train-auc:0.938906±0.001253 test-auc:0.847653±0.004773 
[2607]  train-auc:0.938923±0.001251 test-auc:0.847655±0.004758 
[2608]  train-auc:0.938933±0.001252 test-auc:0.847660±0.004758 
[2609]  train-auc:0.938949±0.001252 test-auc:0.847661±0.004749 
[2610]  train-auc:0.938971±0.001255 test-auc:0.847665±0.004728 
[2611]  train-auc:0.938989±0.001254 test-auc:0.847680±0.004737 
[2612]  train-auc:0.939000±0.001255 test-auc:0.847685±0.004733 
[2613]  train-auc:0.939016±0.001251 test-auc:0.847691±0.004721 
[2614]  train-auc:0.939029±0.001248 test-auc:0.847704±0.004715 
[2615]  train-auc:0.939043±0.001246 test-auc:0.847710±0.004722 
[2616]  train-auc:0.939058±0.001241 test-auc:0.847721±0.004730 
[2617]  train-auc:0.939074±0.001240 test-auc:0.847734±0.004716 
[2618]  train-auc:0.939083±0.001244 test-auc:0.847746±0.004707 
[2619]  train-auc:0.939107±0.001238 test-auc:0.847768±0.004707 
[2620]  train-auc:0.939115±0.001238 test-auc:0.847770±0.004709 
[2621]  train-auc:0.939124±0.001239 test-auc:0.847780±0.004715 
[2622]  train-auc:0.939148±0.001240 test-auc:0.847779±0.004704 
[2623]  train-auc:0.939170±0.001245 test-auc:0.847775±0.004710 
[2624]  train-auc:0.939183±0.001246 test-auc:0.847773±0.004708 
[2625]  train-auc:0.939194±0.001248 test-auc:0.847776±0.004705 
[2626]  train-auc:0.939208±0.001248 test-auc:0.847786±0.004705 
[2627]  train-auc:0.939218±0.001253 test-auc:0.847800±0.004713 
[2628]  train-auc:0.939236±0.001254 test-auc:0.847829±0.004713 
[2629]  train-auc:0.939252±0.001254 test-auc:0.847833±0.004711 
[2630]  train-auc:0.939267±0.001252 test-auc:0.847834±0.004703 
[2631]  train-auc:0.939287±0.001248 test-auc:0.847819±0.004711 
[2632]  train-auc:0.939308±0.001252 test-auc:0.847826±0.004708 
[2633]  train-auc:0.939323±0.001249 test-auc:0.847824±0.004697 
[2634]  train-auc:0.939334±0.001249 test-auc:0.847830±0.004701 
[2635]  train-auc:0.939351±0.001247 test-auc:0.847828±0.004700 
[2636]  train-auc:0.939365±0.001251 test-auc:0.847839±0.004692 
[2637]  train-auc:0.939378±0.001252 test-auc:0.847846±0.004694 
[2638]  train-auc:0.939399±0.001249 test-auc:0.847844±0.004692 
[2639]  train-auc:0.939419±0.001249 test-auc:0.847833±0.004706 
[2640]  train-auc:0.939433±0.001261 test-auc:0.847838±0.004700 
[2641]  train-auc:0.939444±0.001268 test-auc:0.847841±0.004697 
[2642]  train-auc:0.939455±0.001270 test-auc:0.847842±0.004681 
[2643]  train-auc:0.939469±0.001270 test-auc:0.847850±0.004676 
[2644]  train-auc:0.939483±0.001268 test-auc:0.847862±0.004666 
[2645]  train-auc:0.939495±0.001272 test-auc:0.847871±0.004677 
[2646]  train-auc:0.939501±0.001276 test-auc:0.847874±0.004682 
[2647]  train-auc:0.939525±0.001273 test-auc:0.847864±0.004670 
[2648]  train-auc:0.939537±0.001275 test-auc:0.847872±0.004660 
[2649]  train-auc:0.939552±0.001271 test-auc:0.847872±0.004658 
[2650]  train-auc:0.939565±0.001269 test-auc:0.847869±0.004660 
[2651]  train-auc:0.939572±0.001273 test-auc:0.847877±0.004671 
[2652]  train-auc:0.939584±0.001279 test-auc:0.847882±0.004674 
[2653]  train-auc:0.939598±0.001276 test-auc:0.847877±0.004671 
[2654]  train-auc:0.939616±0.001276 test-auc:0.847867±0.004678 
[2655]  train-auc:0.939625±0.001278 test-auc:0.847872±0.004682 
[2656]  train-auc:0.939633±0.001278 test-auc:0.847867±0.004678 
[2657]  train-auc:0.939645±0.001275 test-auc:0.847870±0.004679 
[2658]  train-auc:0.939658±0.001277 test-auc:0.847878±0.004676 
[2659]  train-auc:0.939669±0.001277 test-auc:0.847882±0.004683 
[2660]  train-auc:0.939684±0.001277 test-auc:0.847890±0.004681 
[2661]  train-auc:0.939695±0.001274 test-auc:0.847898±0.004679 
[2662]  train-auc:0.939710±0.001273 test-auc:0.847906±0.004672 
[2663]  train-auc:0.939724±0.001271 test-auc:0.847919±0.004674 
[2664]  train-auc:0.939736±0.001274 test-auc:0.847921±0.004672 
[2665]  train-auc:0.939754±0.001275 test-auc:0.847938±0.004678 
[2666]  train-auc:0.939777±0.001277 test-auc:0.847945±0.004673 
[2667]  train-auc:0.939792±0.001276 test-auc:0.847949±0.004665 
[2668]  train-auc:0.939804±0.001275 test-auc:0.847963±0.004656 
[2669]  train-auc:0.939815±0.001275 test-auc:0.847973±0.004652 
[2670]  train-auc:0.939835±0.001279 test-auc:0.847980±0.004651 
[2671]  train-auc:0.939855±0.001285 test-auc:0.847992±0.004655 
[2672]  train-auc:0.939875±0.001286 test-auc:0.848002±0.004656 
[2673]  train-auc:0.939890±0.001289 test-auc:0.848006±0.004648 
[2674]  train-auc:0.939916±0.001291 test-auc:0.848016±0.004652 
[2675]  train-auc:0.939934±0.001290 test-auc:0.848021±0.004650 
[2676]  train-auc:0.939949±0.001292 test-auc:0.848024±0.004647 
[2677]  train-auc:0.939955±0.001290 test-auc:0.848036±0.004663 
[2678]  train-auc:0.939965±0.001292 test-auc:0.848040±0.004661 
[2679]  train-auc:0.939975±0.001290 test-auc:0.848042±0.004661 
[2680]  train-auc:0.939989±0.001291 test-auc:0.848044±0.004663 
[2681]  train-auc:0.939999±0.001288 test-auc:0.848043±0.004658 
[2682]  train-auc:0.940013±0.001288 test-auc:0.848059±0.004660 
[2683]  train-auc:0.940029±0.001286 test-auc:0.848061±0.004667 
[2684]  train-auc:0.940044±0.001282 test-auc:0.848058±0.004670 
[2685]  train-auc:0.940054±0.001280 test-auc:0.848047±0.004684 
[2686]  train-auc:0.940066±0.001279 test-auc:0.848047±0.004672 
[2687]  train-auc:0.940081±0.001283 test-auc:0.848051±0.004684 
[2688]  train-auc:0.940091±0.001279 test-auc:0.848062±0.004681 
[2689]  train-auc:0.940114±0.001289 test-auc:0.848065±0.004693 
[2690]  train-auc:0.940127±0.001282 test-auc:0.848064±0.004697 
[2691]  train-auc:0.940142±0.001276 test-auc:0.848063±0.004702 
[2692]  train-auc:0.940153±0.001277 test-auc:0.848063±0.004701 
[2693]  train-auc:0.940167±0.001282 test-auc:0.848061±0.004703 
[2694]  train-auc:0.940179±0.001284 test-auc:0.848056±0.004696 
[2695]  train-auc:0.940193±0.001283 test-auc:0.848066±0.004695 
[2696]  train-auc:0.940216±0.001291 test-auc:0.848072±0.004690 
[2697]  train-auc:0.940230±0.001293 test-auc:0.848071±0.004685 
[2698]  train-auc:0.940242±0.001294 test-auc:0.848059±0.004688 
[2699]  train-auc:0.940246±0.001294 test-auc:0.848066±0.004688 
[2700]  train-auc:0.940252±0.001294 test-auc:0.848065±0.004693 
[2701]  train-auc:0.940265±0.001294 test-auc:0.848063±0.004695 
[2702]  train-auc:0.940284±0.001289 test-auc:0.848081±0.004682 
[2703]  train-auc:0.940295±0.001285 test-auc:0.848083±0.004684 
[2704]  train-auc:0.940312±0.001282 test-auc:0.848086±0.004688 
[2705]  train-auc:0.940324±0.001280 test-auc:0.848092±0.004690 
[2706]  train-auc:0.940333±0.001282 test-auc:0.848091±0.004685 
[2707]  train-auc:0.940347±0.001283 test-auc:0.848107±0.004687 
[2708]  train-auc:0.940366±0.001280 test-auc:0.848119±0.004691 
[2709]  train-auc:0.940375±0.001280 test-auc:0.848122±0.004691 
[2710]  train-auc:0.940382±0.001282 test-auc:0.848128±0.004689 
[2711]  train-auc:0.940394±0.001281 test-auc:0.848131±0.004691 
[2712]  train-auc:0.940413±0.001282 test-auc:0.848146±0.004689 
[2713]  train-auc:0.940430±0.001283 test-auc:0.848144±0.004685 
[2714]  train-auc:0.940451±0.001281 test-auc:0.848146±0.004684 
[2715]  train-auc:0.940471±0.001280 test-auc:0.848164±0.004682 
[2716]  train-auc:0.940484±0.001274 test-auc:0.848173±0.004683 
[2717]  train-auc:0.940501±0.001272 test-auc:0.848177±0.004678 
[2718]  train-auc:0.940521±0.001271 test-auc:0.848188±0.004673 
[2719]  train-auc:0.940536±0.001278 test-auc:0.848184±0.004664 
[2720]  train-auc:0.940547±0.001277 test-auc:0.848186±0.004658 
[2721]  train-auc:0.940558±0.001279 test-auc:0.848197±0.004649 
[2722]  train-auc:0.940569±0.001273 test-auc:0.848204±0.004656 
[2723]  train-auc:0.940582±0.001268 test-auc:0.848202±0.004654 
[2724]  train-auc:0.940593±0.001266 test-auc:0.848210±0.004651 
[2725]  train-auc:0.940615±0.001262 test-auc:0.848221±0.004671 
[2726]  train-auc:0.940630±0.001261 test-auc:0.848230±0.004664 
[2727]  train-auc:0.940647±0.001257 test-auc:0.848242±0.004660 
[2728]  train-auc:0.940664±0.001259 test-auc:0.848253±0.004661 
[2729]  train-auc:0.940684±0.001255 test-auc:0.848246±0.004666 
[2730]  train-auc:0.940695±0.001255 test-auc:0.848263±0.004671 
[2731]  train-auc:0.940723±0.001261 test-auc:0.848265±0.004674 
[2732]  train-auc:0.940741±0.001260 test-auc:0.848270±0.004681 
[2733]  train-auc:0.940755±0.001261 test-auc:0.848284±0.004681 
[2734]  train-auc:0.940771±0.001261 test-auc:0.848291±0.004685 
[2735]  train-auc:0.940788±0.001261 test-auc:0.848302±0.004691 
[2736]  train-auc:0.940809±0.001259 test-auc:0.848303±0.004685 
[2737]  train-auc:0.940818±0.001261 test-auc:0.848305±0.004682 
[2738]  train-auc:0.940836±0.001268 test-auc:0.848321±0.004698 
[2739]  train-auc:0.940849±0.001268 test-auc:0.848337±0.004708 
[2740]  train-auc:0.940876±0.001267 test-auc:0.848344±0.004711 
[2741]  train-auc:0.940883±0.001269 test-auc:0.848343±0.004709 
[2742]  train-auc:0.940905±0.001265 test-auc:0.848350±0.004695 
[2743]  train-auc:0.940923±0.001271 test-auc:0.848347±0.004701 
[2744]  train-auc:0.940940±0.001273 test-auc:0.848362±0.004702 
[2745]  train-auc:0.940955±0.001273 test-auc:0.848372±0.004700 
[2746]  train-auc:0.940967±0.001272 test-auc:0.848376±0.004692 
[2747]  train-auc:0.940991±0.001278 test-auc:0.848383±0.004695 
[2748]  train-auc:0.941001±0.001279 test-auc:0.848379±0.004706 
[2749]  train-auc:0.941018±0.001281 test-auc:0.848376±0.004719 
[2750]  train-auc:0.941027±0.001277 test-auc:0.848387±0.004704 
[2751]  train-auc:0.941042±0.001279 test-auc:0.848392±0.004710 
[2752]  train-auc:0.941060±0.001282 test-auc:0.848398±0.004724 
[2753]  train-auc:0.941069±0.001282 test-auc:0.848395±0.004728 
[2754]  train-auc:0.941073±0.001281 test-auc:0.848397±0.004725 
[2755]  train-auc:0.941095±0.001278 test-auc:0.848404±0.004732 
[2756]  train-auc:0.941103±0.001277 test-auc:0.848399±0.004732 
[2757]  train-auc:0.941116±0.001275 test-auc:0.848405±0.004734 
[2758]  train-auc:0.941129±0.001275 test-auc:0.848413±0.004736 
[2759]  train-auc:0.941145±0.001275 test-auc:0.848420±0.004747 
[2760]  train-auc:0.941158±0.001275 test-auc:0.848422±0.004756 
[2761]  train-auc:0.941170±0.001275 test-auc:0.848426±0.004741 
[2762]  train-auc:0.941179±0.001273 test-auc:0.848436±0.004740 
[2763]  train-auc:0.941190±0.001270 test-auc:0.848441±0.004736 
[2764]  train-auc:0.941206±0.001267 test-auc:0.848442±0.004735 
[2765]  train-auc:0.941221±0.001264 test-auc:0.848455±0.004730 
[2766]  train-auc:0.941237±0.001271 test-auc:0.848459±0.004729 
[2767]  train-auc:0.941245±0.001273 test-auc:0.848463±0.004725 
[2768]  train-auc:0.941262±0.001268 test-auc:0.848463±0.004731 
[2769]  train-auc:0.941275±0.001270 test-auc:0.848463±0.004736 
[2770]  train-auc:0.941285±0.001269 test-auc:0.848464±0.004748 
[2771]  train-auc:0.941303±0.001268 test-auc:0.848461±0.004731 
[2772]  train-auc:0.941316±0.001270 test-auc:0.848462±0.004729 
[2773]  train-auc:0.941341±0.001270 test-auc:0.848480±0.004741 
[2774]  train-auc:0.941355±0.001272 test-auc:0.848480±0.004746 
[2775]  train-auc:0.941367±0.001274 test-auc:0.848491±0.004753 
[2776]  train-auc:0.941382±0.001276 test-auc:0.848484±0.004761 
[2777]  train-auc:0.941397±0.001276 test-auc:0.848486±0.004766 
[2778]  train-auc:0.941414±0.001276 test-auc:0.848490±0.004764 
[2779]  train-auc:0.941435±0.001279 test-auc:0.848487±0.004757 
[2780]  train-auc:0.941452±0.001282 test-auc:0.848503±0.004756 
[2781]  train-auc:0.941474±0.001288 test-auc:0.848509±0.004766 
[2782]  train-auc:0.941492±0.001280 test-auc:0.848516±0.004780 
[2783]  train-auc:0.941508±0.001286 test-auc:0.848531±0.004768 
[2784]  train-auc:0.941523±0.001284 test-auc:0.848531±0.004772 
[2785]  train-auc:0.941532±0.001286 test-auc:0.848531±0.004762 
[2786]  train-auc:0.941549±0.001284 test-auc:0.848541±0.004769 
[2787]  train-auc:0.941569±0.001279 test-auc:0.848552±0.004756 
[2788]  train-auc:0.941581±0.001276 test-auc:0.848544±0.004757 
[2789]  train-auc:0.941594±0.001279 test-auc:0.848555±0.004760 
[2790]  train-auc:0.941606±0.001279 test-auc:0.848561±0.004762 
[2791]  train-auc:0.941617±0.001278 test-auc:0.848564±0.004765 
[2792]  train-auc:0.941633±0.001282 test-auc:0.848565±0.004768 
[2793]  train-auc:0.941641±0.001282 test-auc:0.848575±0.004767 
[2794]  train-auc:0.941653±0.001282 test-auc:0.848578±0.004772 
[2795]  train-auc:0.941669±0.001282 test-auc:0.848594±0.004762 
[2796]  train-auc:0.941677±0.001281 test-auc:0.848601±0.004762 
[2797]  train-auc:0.941692±0.001281 test-auc:0.848604±0.004769 
[2798]  train-auc:0.941707±0.001281 test-auc:0.848594±0.004767 
[2799]  train-auc:0.941717±0.001280 test-auc:0.848594±0.004765 
[2800]  train-auc:0.941744±0.001278 test-auc:0.848619±0.004749 
[2801]  train-auc:0.941756±0.001281 test-auc:0.848629±0.004745 
[2802]  train-auc:0.941772±0.001283 test-auc:0.848632±0.004741 
[2803]  train-auc:0.941782±0.001282 test-auc:0.848651±0.004739 
[2804]  train-auc:0.941798±0.001284 test-auc:0.848657±0.004726 
[2805]  train-auc:0.941812±0.001288 test-auc:0.848651±0.004732 
[2806]  train-auc:0.941822±0.001288 test-auc:0.848656±0.004737 
[2807]  train-auc:0.941834±0.001292 test-auc:0.848666±0.004730 
[2808]  train-auc:0.941846±0.001290 test-auc:0.848671±0.004733 
[2809]  train-auc:0.941859±0.001286 test-auc:0.848664±0.004740 
[2810]  train-auc:0.941867±0.001282 test-auc:0.848673±0.004738 
[2811]  train-auc:0.941882±0.001281 test-auc:0.848689±0.004740 
[2812]  train-auc:0.941904±0.001284 test-auc:0.848711±0.004748 
[2813]  train-auc:0.941931±0.001289 test-auc:0.848735±0.004760 
[2814]  train-auc:0.941952±0.001295 test-auc:0.848753±0.004743 
[2815]  train-auc:0.941963±0.001295 test-auc:0.848756±0.004752 
[2816]  train-auc:0.941971±0.001295 test-auc:0.848759±0.004741 
[2817]  train-auc:0.941982±0.001294 test-auc:0.848771±0.004741 
[2818]  train-auc:0.941996±0.001293 test-auc:0.848770±0.004750 
[2819]  train-auc:0.942004±0.001295 test-auc:0.848766±0.004751 
[2820]  train-auc:0.942015±0.001294 test-auc:0.848758±0.004740 
[2821]  train-auc:0.942029±0.001297 test-auc:0.848770±0.004747 
[2822]  train-auc:0.942039±0.001297 test-auc:0.848778±0.004753 
[2823]  train-auc:0.942052±0.001301 test-auc:0.848773±0.004747 
[2824]  train-auc:0.942070±0.001305 test-auc:0.848781±0.004751 
[2825]  train-auc:0.942084±0.001305 test-auc:0.848776±0.004761 
[2826]  train-auc:0.942092±0.001301 test-auc:0.848772±0.004755 
[2827]  train-auc:0.942105±0.001309 test-auc:0.848766±0.004747 
[2828]  train-auc:0.942115±0.001306 test-auc:0.848775±0.004735 
[2829]  train-auc:0.942123±0.001306 test-auc:0.848788±0.004735 
[2830]  train-auc:0.942139±0.001306 test-auc:0.848785±0.004740 
[2831]  train-auc:0.942148±0.001305 test-auc:0.848777±0.004749 
[2832]  train-auc:0.942165±0.001307 test-auc:0.848780±0.004747 
[2833]  train-auc:0.942183±0.001304 test-auc:0.848797±0.004738 
[2834]  train-auc:0.942199±0.001305 test-auc:0.848807±0.004741 
[2835]  train-auc:0.942213±0.001308 test-auc:0.848806±0.004745 
[2836]  train-auc:0.942233±0.001316 test-auc:0.848806±0.004736 
[2837]  train-auc:0.942246±0.001316 test-auc:0.848805±0.004738 
[2838]  train-auc:0.942264±0.001312 test-auc:0.848820±0.004740 
[2839]  train-auc:0.942272±0.001312 test-auc:0.848825±0.004748 
[2840]  train-auc:0.942283±0.001312 test-auc:0.848826±0.004742 
[2841]  train-auc:0.942297±0.001308 test-auc:0.848825±0.004738 
[2842]  train-auc:0.942312±0.001305 test-auc:0.848831±0.004732 
[2843]  train-auc:0.942319±0.001305 test-auc:0.848828±0.004733 
[2844]  train-auc:0.942328±0.001302 test-auc:0.848837±0.004733 
[2845]  train-auc:0.942338±0.001301 test-auc:0.848840±0.004743 
[2846]  train-auc:0.942353±0.001302 test-auc:0.848848±0.004739 
[2847]  train-auc:0.942377±0.001304 test-auc:0.848857±0.004739 
[2848]  train-auc:0.942393±0.001306 test-auc:0.848856±0.004733 
[2849]  train-auc:0.942404±0.001306 test-auc:0.848865±0.004743 
[2850]  train-auc:0.942419±0.001303 test-auc:0.848874±0.004742 
[2851]  train-auc:0.942435±0.001304 test-auc:0.848893±0.004752 
[2852]  train-auc:0.942453±0.001297 test-auc:0.848898±0.004760 
[2853]  train-auc:0.942461±0.001294 test-auc:0.848894±0.004759 
[2854]  train-auc:0.942473±0.001293 test-auc:0.848895±0.004758 
[2855]  train-auc:0.942481±0.001293 test-auc:0.848904±0.004768 
[2856]  train-auc:0.942490±0.001291 test-auc:0.848911±0.004755 
[2857]  train-auc:0.942507±0.001292 test-auc:0.848911±0.004743 
[2858]  train-auc:0.942513±0.001291 test-auc:0.848916±0.004749 
[2859]  train-auc:0.942525±0.001286 test-auc:0.848922±0.004753 
[2860]  train-auc:0.942536±0.001288 test-auc:0.848926±0.004750 
[2861]  train-auc:0.942553±0.001294 test-auc:0.848931±0.004762 
[2862]  train-auc:0.942563±0.001295 test-auc:0.848944±0.004764 
[2863]  train-auc:0.942592±0.001295 test-auc:0.848965±0.004770 
[2864]  train-auc:0.942603±0.001294 test-auc:0.848968±0.004777 
[2865]  train-auc:0.942616±0.001291 test-auc:0.848973±0.004791 
[2866]  train-auc:0.942636±0.001292 test-auc:0.848969±0.004787 
[2867]  train-auc:0.942647±0.001292 test-auc:0.848968±0.004790 
[2868]  train-auc:0.942657±0.001287 test-auc:0.848958±0.004785 
[2869]  train-auc:0.942671±0.001288 test-auc:0.848968±0.004788 
[2870]  train-auc:0.942685±0.001290 test-auc:0.848985±0.004775 
[2871]  train-auc:0.942696±0.001286 test-auc:0.848988±0.004766 
[2872]  train-auc:0.942703±0.001286 test-auc:0.848986±0.004768 
[2873]  train-auc:0.942709±0.001287 test-auc:0.848986±0.004765 
[2874]  train-auc:0.942718±0.001288 test-auc:0.848989±0.004764 
[2875]  train-auc:0.942734±0.001285 test-auc:0.848996±0.004773 
[2876]  train-auc:0.942749±0.001287 test-auc:0.848996±0.004769 
[2877]  train-auc:0.942758±0.001286 test-auc:0.849001±0.004784 
[2878]  train-auc:0.942770±0.001284 test-auc:0.849005±0.004796 
[2879]  train-auc:0.942784±0.001282 test-auc:0.849013±0.004793 
[2880]  train-auc:0.942802±0.001282 test-auc:0.849019±0.004804 
[2881]  train-auc:0.942817±0.001273 test-auc:0.849023±0.004792 
[2882]  train-auc:0.942836±0.001274 test-auc:0.849032±0.004797 
[2883]  train-auc:0.942849±0.001278 test-auc:0.849039±0.004797 
[2884]  train-auc:0.942868±0.001278 test-auc:0.849041±0.004794 
[2885]  train-auc:0.942888±0.001280 test-auc:0.849046±0.004789 
[2886]  train-auc:0.942900±0.001279 test-auc:0.849053±0.004803 
[2887]  train-auc:0.942913±0.001280 test-auc:0.849056±0.004799 
[2888]  train-auc:0.942922±0.001276 test-auc:0.849051±0.004796 
[2889]  train-auc:0.942936±0.001279 test-auc:0.849068±0.004794 
[2890]  train-auc:0.942943±0.001280 test-auc:0.849066±0.004784 
[2891]  train-auc:0.942965±0.001281 test-auc:0.849065±0.004792 
[2892]  train-auc:0.942976±0.001280 test-auc:0.849056±0.004792 
[2893]  train-auc:0.942988±0.001282 test-auc:0.849059±0.004802 
[2894]  train-auc:0.943002±0.001279 test-auc:0.849060±0.004795 
[2895]  train-auc:0.943012±0.001278 test-auc:0.849065±0.004790 
[2896]  train-auc:0.943025±0.001278 test-auc:0.849071±0.004788 
[2897]  train-auc:0.943035±0.001272 test-auc:0.849068±0.004785 
[2898]  train-auc:0.943048±0.001271 test-auc:0.849071±0.004792 
[2899]  train-auc:0.943056±0.001271 test-auc:0.849080±0.004797 
[2900]  train-auc:0.943074±0.001273 test-auc:0.849086±0.004809 
[2901]  train-auc:0.943081±0.001272 test-auc:0.849091±0.004807 
[2902]  train-auc:0.943092±0.001269 test-auc:0.849092±0.004804 
[2903]  train-auc:0.943103±0.001270 test-auc:0.849089±0.004796 
[2904]  train-auc:0.943114±0.001264 test-auc:0.849093±0.004806 
[2905]  train-auc:0.943128±0.001265 test-auc:0.849101±0.004808 
[2906]  train-auc:0.943134±0.001262 test-auc:0.849104±0.004809 
[2907]  train-auc:0.943142±0.001262 test-auc:0.849106±0.004803 
[2908]  train-auc:0.943157±0.001259 test-auc:0.849117±0.004805 
[2909]  train-auc:0.943174±0.001258 test-auc:0.849117±0.004808 
[2910]  train-auc:0.943184±0.001254 test-auc:0.849114±0.004803 
[2911]  train-auc:0.943193±0.001249 test-auc:0.849114±0.004810 
[2912]  train-auc:0.943207±0.001252 test-auc:0.849128±0.004807 
[2913]  train-auc:0.943218±0.001252 test-auc:0.849123±0.004804 
[2914]  train-auc:0.943225±0.001252 test-auc:0.849130±0.004801 
[2915]  train-auc:0.943240±0.001236 test-auc:0.849130±0.004799 
[2916]  train-auc:0.943251±0.001240 test-auc:0.849127±0.004804 
[2917]  train-auc:0.943260±0.001240 test-auc:0.849125±0.004801 
[2918]  train-auc:0.943268±0.001233 test-auc:0.849128±0.004794 
[2919]  train-auc:0.943276±0.001236 test-auc:0.849131±0.004788 
[2920]  train-auc:0.943292±0.001235 test-auc:0.849132±0.004777 
[2921]  train-auc:0.943304±0.001231 test-auc:0.849129±0.004773 
[2922]  train-auc:0.943311±0.001228 test-auc:0.849127±0.004769 
[2923]  train-auc:0.943324±0.001229 test-auc:0.849134±0.004774 
[2924]  train-auc:0.943337±0.001232 test-auc:0.849130±0.004784 
[2925]  train-auc:0.943346±0.001229 test-auc:0.849132±0.004782 
[2926]  train-auc:0.943354±0.001229 test-auc:0.849139±0.004779 
[2927]  train-auc:0.943364±0.001230 test-auc:0.849139±0.004780 
[2928]  train-auc:0.943378±0.001230 test-auc:0.849135±0.004797 
[2929]  train-auc:0.943402±0.001227 test-auc:0.849149±0.004791 
[2930]  train-auc:0.943415±0.001230 test-auc:0.849156±0.004788 
[2931]  train-auc:0.943432±0.001227 test-auc:0.849174±0.004774 
[2932]  train-auc:0.943448±0.001224 test-auc:0.849181±0.004775 
[2933]  train-auc:0.943463±0.001225 test-auc:0.849182±0.004778 
[2934]  train-auc:0.943468±0.001224 test-auc:0.849191±0.004776 
[2935]  train-auc:0.943474±0.001224 test-auc:0.849195±0.004778 
[2936]  train-auc:0.943488±0.001221 test-auc:0.849194±0.004771 
[2937]  train-auc:0.943503±0.001219 test-auc:0.849192±0.004755 
[2938]  train-auc:0.943508±0.001221 test-auc:0.849199±0.004752 
[2939]  train-auc:0.943514±0.001219 test-auc:0.849206±0.004760 
[2940]  train-auc:0.943518±0.001219 test-auc:0.849209±0.004762 
[2941]  train-auc:0.943526±0.001215 test-auc:0.849200±0.004762 
[2942]  train-auc:0.943538±0.001221 test-auc:0.849202±0.004764 
[2943]  train-auc:0.943544±0.001215 test-auc:0.849203±0.004756 
[2944]  train-auc:0.943550±0.001217 test-auc:0.849218±0.004761 
[2945]  train-auc:0.943563±0.001216 test-auc:0.849211±0.004756 
[2946]  train-auc:0.943579±0.001219 test-auc:0.849219±0.004757 
[2947]  train-auc:0.943594±0.001219 test-auc:0.849218±0.004753 
[2948]  train-auc:0.943609±0.001217 test-auc:0.849224±0.004744 
[2949]  train-auc:0.943624±0.001212 test-auc:0.849222±0.004756 
[2950]  train-auc:0.943638±0.001213 test-auc:0.849228±0.004745 
[2951]  train-auc:0.943648±0.001209 test-auc:0.849228±0.004748 
[2952]  train-auc:0.943656±0.001204 test-auc:0.849231±0.004747 
[2953]  train-auc:0.943669±0.001206 test-auc:0.849235±0.004740 
[2954]  train-auc:0.943677±0.001207 test-auc:0.849240±0.004748 
[2955]  train-auc:0.943685±0.001209 test-auc:0.849240±0.004742 
[2956]  train-auc:0.943697±0.001206 test-auc:0.849237±0.004745 
[2957]  train-auc:0.943706±0.001199 test-auc:0.849242±0.004738 
[2958]  train-auc:0.943722±0.001201 test-auc:0.849252±0.004740 
[2959]  train-auc:0.943744±0.001201 test-auc:0.849259±0.004736 
[2960]  train-auc:0.943758±0.001200 test-auc:0.849266±0.004728 
[2961]  train-auc:0.943776±0.001199 test-auc:0.849270±0.004714 
[2962]  train-auc:0.943786±0.001194 test-auc:0.849279±0.004719 
[2963]  train-auc:0.943808±0.001194 test-auc:0.849277±0.004716 
[2964]  train-auc:0.943816±0.001193 test-auc:0.849278±0.004719 
[2965]  train-auc:0.943830±0.001197 test-auc:0.849288±0.004709 
[2966]  train-auc:0.943840±0.001190 test-auc:0.849283±0.004705 
[2967]  train-auc:0.943849±0.001181 test-auc:0.849281±0.004697 
[2968]  train-auc:0.943861±0.001183 test-auc:0.849281±0.004688 
[2969]  train-auc:0.943878±0.001185 test-auc:0.849293±0.004694 
[2970]  train-auc:0.943895±0.001183 test-auc:0.849295±0.004690 
[2971]  train-auc:0.943908±0.001181 test-auc:0.849295±0.004697 
[2972]  train-auc:0.943929±0.001179 test-auc:0.849310±0.004703 
[2973]  train-auc:0.943943±0.001177 test-auc:0.849317±0.004721 
[2974]  train-auc:0.943954±0.001179 test-auc:0.849317±0.004720 
[2975]  train-auc:0.943965±0.001175 test-auc:0.849323±0.004727 
[2976]  train-auc:0.943972±0.001168 test-auc:0.849319±0.004714 
[2977]  train-auc:0.943985±0.001166 test-auc:0.849324±0.004709 
[2978]  train-auc:0.943997±0.001160 test-auc:0.849331±0.004715 
[2979]  train-auc:0.944007±0.001155 test-auc:0.849330±0.004712 
[2980]  train-auc:0.944016±0.001147 test-auc:0.849339±0.004710 
[2981]  train-auc:0.944034±0.001148 test-auc:0.849337±0.004720 
[2982]  train-auc:0.944043±0.001146 test-auc:0.849339±0.004709 
[2983]  train-auc:0.944054±0.001144 test-auc:0.849342±0.004711 
[2984]  train-auc:0.944065±0.001140 test-auc:0.849350±0.004709 
[2985]  train-auc:0.944079±0.001137 test-auc:0.849350±0.004703 
[2986]  train-auc:0.944103±0.001142 test-auc:0.849355±0.004692 
[2987]  train-auc:0.944113±0.001138 test-auc:0.849351±0.004687 
[2988]  train-auc:0.944121±0.001135 test-auc:0.849354±0.004693 
[2989]  train-auc:0.944133±0.001133 test-auc:0.849361±0.004684 
[2990]  train-auc:0.944154±0.001131 test-auc:0.849365±0.004690 
[2991]  train-auc:0.944165±0.001129 test-auc:0.849355±0.004692 
[2992]  train-auc:0.944174±0.001123 test-auc:0.849353±0.004687 
[2993]  train-auc:0.944192±0.001121 test-auc:0.849359±0.004695 
[2994]  train-auc:0.944206±0.001120 test-auc:0.849380±0.004689 
[2995]  train-auc:0.944216±0.001120 test-auc:0.849380±0.004696 
[2996]  train-auc:0.944224±0.001121 test-auc:0.849376±0.004698 
[2997]  train-auc:0.944245±0.001119 test-auc:0.849384±0.004708 
[2998]  train-auc:0.944253±0.001117 test-auc:0.849383±0.004700 
[2999]  train-auc:0.944269±0.001116 test-auc:0.849397±0.004703 
[3000]  train-auc:0.944276±0.001116 test-auc:0.849399±0.004692 
[3001]  train-auc:0.944292±0.001110 test-auc:0.849395±0.004689 
[3002]  train-auc:0.944303±0.001105 test-auc:0.849398±0.004683 
[3003]  train-auc:0.944312±0.001102 test-auc:0.849399±0.004686 
[3004]  train-auc:0.944318±0.001098 test-auc:0.849404±0.004681 
[3005]  train-auc:0.944332±0.001097 test-auc:0.849404±0.004691 
[3006]  train-auc:0.944343±0.001096 test-auc:0.849407±0.004684 
[3007]  train-auc:0.944351±0.001096 test-auc:0.849416±0.004680 
[3008]  train-auc:0.944357±0.001091 test-auc:0.849418±0.004680 
[3009]  train-auc:0.944371±0.001089 test-auc:0.849428±0.004674 
[3010]  train-auc:0.944383±0.001089 test-auc:0.849426±0.004668 
[3011]  train-auc:0.944395±0.001086 test-auc:0.849424±0.004657 
[3012]  train-auc:0.944408±0.001077 test-auc:0.849428±0.004656 
[3013]  train-auc:0.944420±0.001077 test-auc:0.849426±0.004658 
[3014]  train-auc:0.944430±0.001077 test-auc:0.849424±0.004648 
[3015]  train-auc:0.944447±0.001074 test-auc:0.849427±0.004646 
[3016]  train-auc:0.944457±0.001066 test-auc:0.849428±0.004652 
[3017]  train-auc:0.944466±0.001065 test-auc:0.849424±0.004657 
[3018]  train-auc:0.944475±0.001063 test-auc:0.849434±0.004648 
[3019]  train-auc:0.944499±0.001061 test-auc:0.849441±0.004647 
[3020]  train-auc:0.944518±0.001057 test-auc:0.849443±0.004653 
[3021]  train-auc:0.944533±0.001053 test-auc:0.849444±0.004646 
[3022]  train-auc:0.944547±0.001056 test-auc:0.849445±0.004646 
[3023]  train-auc:0.944573±0.001070 test-auc:0.849456±0.004654 
[3024]  train-auc:0.944584±0.001070 test-auc:0.849462±0.004653 
[3025]  train-auc:0.944596±0.001070 test-auc:0.849463±0.004644 
[3026]  train-auc:0.944602±0.001070 test-auc:0.849475±0.004654 
[3027]  train-auc:0.944625±0.001076 test-auc:0.849485±0.004657 
[3028]  train-auc:0.944640±0.001070 test-auc:0.849487±0.004656 
[3029]  train-auc:0.944662±0.001080 test-auc:0.849492±0.004655 
[3030]  train-auc:0.944685±0.001081 test-auc:0.849505±0.004662 
[3031]  train-auc:0.944713±0.001082 test-auc:0.849528±0.004658 
[3032]  train-auc:0.944728±0.001082 test-auc:0.849534±0.004655 
[3033]  train-auc:0.944747±0.001082 test-auc:0.849539±0.004642 
[3034]  train-auc:0.944762±0.001087 test-auc:0.849546±0.004646 
[3035]  train-auc:0.944778±0.001084 test-auc:0.849561±0.004653 
[3036]  train-auc:0.944784±0.001083 test-auc:0.849550±0.004659 
[3037]  train-auc:0.944791±0.001083 test-auc:0.849554±0.004648 
[3038]  train-auc:0.944803±0.001082 test-auc:0.849562±0.004671 
[3039]  train-auc:0.944814±0.001080 test-auc:0.849571±0.004653 
[3040]  train-auc:0.944825±0.001078 test-auc:0.849577±0.004635 
[3041]  train-auc:0.944836±0.001077 test-auc:0.849584±0.004630 
[3042]  train-auc:0.944848±0.001078 test-auc:0.849583±0.004637 
[3043]  train-auc:0.944860±0.001079 test-auc:0.849585±0.004636 
[3044]  train-auc:0.944870±0.001080 test-auc:0.849586±0.004635 
[3045]  train-auc:0.944883±0.001077 test-auc:0.849583±0.004639 
[3046]  train-auc:0.944894±0.001078 test-auc:0.849571±0.004635 
[3047]  train-auc:0.944910±0.001079 test-auc:0.849578±0.004640 
[3048]  train-auc:0.944923±0.001081 test-auc:0.849576±0.004637 
[3049]  train-auc:0.944943±0.001070 test-auc:0.849595±0.004621 
[3050]  train-auc:0.944953±0.001068 test-auc:0.849597±0.004617 
[3051]  train-auc:0.944971±0.001072 test-auc:0.849606±0.004628 
[3052]  train-auc:0.944982±0.001074 test-auc:0.849617±0.004626 
[3053]  train-auc:0.944996±0.001064 test-auc:0.849621±0.004627 
[3054]  train-auc:0.945011±0.001070 test-auc:0.849620±0.004633 
[3055]  train-auc:0.945028±0.001074 test-auc:0.849629±0.004631 
[3056]  train-auc:0.945043±0.001077 test-auc:0.849639±0.004638 
[3057]  train-auc:0.945060±0.001082 test-auc:0.849644±0.004655 
[3058]  train-auc:0.945077±0.001084 test-auc:0.849662±0.004654 
[3059]  train-auc:0.945089±0.001087 test-auc:0.849662±0.004641 
[3060]  train-auc:0.945100±0.001091 test-auc:0.849670±0.004639 
[3061]  train-auc:0.945111±0.001091 test-auc:0.849669±0.004630 
[3062]  train-auc:0.945123±0.001092 test-auc:0.849671±0.004628 
[3063]  train-auc:0.945136±0.001093 test-auc:0.849686±0.004622 
[3064]  train-auc:0.945144±0.001093 test-auc:0.849682±0.004620 
[3065]  train-auc:0.945155±0.001094 test-auc:0.849693±0.004617 
[3066]  train-auc:0.945175±0.001096 test-auc:0.849697±0.004598 
[3067]  train-auc:0.945190±0.001098 test-auc:0.849697±0.004598 
[3068]  train-auc:0.945206±0.001102 test-auc:0.849707±0.004608 
[3069]  train-auc:0.945217±0.001101 test-auc:0.849710±0.004602 
[3070]  train-auc:0.945223±0.001099 test-auc:0.849719±0.004592 
[3071]  train-auc:0.945234±0.001094 test-auc:0.849726±0.004595 
[3072]  train-auc:0.945248±0.001098 test-auc:0.849728±0.004595 
[3073]  train-auc:0.945265±0.001096 test-auc:0.849740±0.004589 
[3074]  train-auc:0.945279±0.001090 test-auc:0.849754±0.004583 
[3075]  train-auc:0.945293±0.001092 test-auc:0.849752±0.004585 
[3076]  train-auc:0.945308±0.001090 test-auc:0.849757±0.004575 
[3077]  train-auc:0.945319±0.001085 test-auc:0.849755±0.004583 
[3078]  train-auc:0.945333±0.001082 test-auc:0.849769±0.004584 
[3079]  train-auc:0.945346±0.001079 test-auc:0.849770±0.004575 
[3080]  train-auc:0.945363±0.001072 test-auc:0.849776±0.004582 
[3081]  train-auc:0.945369±0.001071 test-auc:0.849780±0.004580 
[3082]  train-auc:0.945385±0.001072 test-auc:0.849780±0.004574 
[3083]  train-auc:0.945392±0.001072 test-auc:0.849781±0.004565 
[3084]  train-auc:0.945416±0.001075 test-auc:0.849780±0.004544 
[3085]  train-auc:0.945422±0.001075 test-auc:0.849791±0.004545 
[3086]  train-auc:0.945445±0.001065 test-auc:0.849794±0.004548 
[3087]  train-auc:0.945459±0.001059 test-auc:0.849803±0.004541 
[3088]  train-auc:0.945474±0.001050 test-auc:0.849805±0.004549 
[3089]  train-auc:0.945479±0.001048 test-auc:0.849806±0.004541 
[3090]  train-auc:0.945489±0.001046 test-auc:0.849810±0.004540 
[3091]  train-auc:0.945501±0.001045 test-auc:0.849818±0.004547 
[3092]  train-auc:0.945521±0.001042 test-auc:0.849831±0.004556 
[3093]  train-auc:0.945531±0.001032 test-auc:0.849827±0.004562 
[3094]  train-auc:0.945540±0.001029 test-auc:0.849827±0.004554 
[3095]  train-auc:0.945556±0.001031 test-auc:0.849835±0.004555 
[3096]  train-auc:0.945566±0.001030 test-auc:0.849830±0.004570 
[3097]  train-auc:0.945575±0.001028 test-auc:0.849827±0.004572 
[3098]  train-auc:0.945589±0.001021 test-auc:0.849836±0.004568 
[3099]  train-auc:0.945603±0.001016 test-auc:0.849845±0.004562 
[3100]  train-auc:0.945615±0.001016 test-auc:0.849831±0.004565 
[3101]  train-auc:0.945633±0.001011 test-auc:0.849844±0.004565 
[3102]  train-auc:0.945644±0.001011 test-auc:0.849841±0.004562 
[3103]  train-auc:0.945658±0.001015 test-auc:0.849845±0.004547 
[3104]  train-auc:0.945668±0.001013 test-auc:0.849853±0.004551 
[3105]  train-auc:0.945682±0.001003 test-auc:0.849849±0.004549 
[3106]  train-auc:0.945689±0.001004 test-auc:0.849848±0.004540 
[3107]  train-auc:0.945701±0.001001 test-auc:0.849841±0.004537 
[3108]  train-auc:0.945716±0.000997 test-auc:0.849846±0.004524 
[3109]  train-auc:0.945726±0.000992 test-auc:0.849835±0.004529 
[3110]  train-auc:0.945734±0.000991 test-auc:0.849837±0.004526 
[3111]  train-auc:0.945749±0.000991 test-auc:0.849841±0.004520 
[3112]  train-auc:0.945761±0.000983 test-auc:0.849849±0.004514 
[3113]  train-auc:0.945775±0.000979 test-auc:0.849846±0.004520 
[3114]  train-auc:0.945790±0.000978 test-auc:0.849843±0.004526 
[3115]  train-auc:0.945798±0.000975 test-auc:0.849848±0.004523 
[3116]  train-auc:0.945818±0.000973 test-auc:0.849854±0.004538 
[3117]  train-auc:0.945834±0.000961 test-auc:0.849861±0.004530 
[3118]  train-auc:0.945847±0.000955 test-auc:0.849869±0.004539 
[3119]  train-auc:0.945871±0.000946 test-auc:0.849879±0.004536 
[3120]  train-auc:0.945881±0.000945 test-auc:0.849877±0.004541 
[3121]  train-auc:0.945890±0.000947 test-auc:0.849871±0.004540 
[3122]  train-auc:0.945907±0.000937 test-auc:0.849869±0.004522 
[3123]  train-auc:0.945921±0.000930 test-auc:0.849877±0.004520 
[3124]  train-auc:0.945932±0.000926 test-auc:0.849894±0.004526 
[3125]  train-auc:0.945947±0.000920 test-auc:0.849891±0.004529 
[3126]  train-auc:0.945960±0.000921 test-auc:0.849885±0.004517 
[3127]  train-auc:0.945979±0.000912 test-auc:0.849891±0.004517 
[3128]  train-auc:0.945992±0.000909 test-auc:0.849889±0.004517 
[3129]  train-auc:0.946004±0.000909 test-auc:0.849899±0.004520 
[3130]  train-auc:0.946018±0.000911 test-auc:0.849899±0.004520 
[3131]  train-auc:0.946030±0.000911 test-auc:0.849892±0.004521 
[3132]  train-auc:0.946038±0.000911 test-auc:0.849891±0.004516 
[3133]  train-auc:0.946055±0.000910 test-auc:0.849896±0.004515 
[3134]  train-auc:0.946070±0.000905 test-auc:0.849906±0.004501 
[3135]  train-auc:0.946083±0.000907 test-auc:0.849908±0.004504 
[3136]  train-auc:0.946094±0.000908 test-auc:0.849912±0.004516 
[3137]  train-auc:0.946118±0.000903 test-auc:0.849920±0.004505 
[3138]  train-auc:0.946140±0.000902 test-auc:0.849940±0.004503 
[3139]  train-auc:0.946152±0.000903 test-auc:0.849940±0.004503 
[3140]  train-auc:0.946161±0.000896 test-auc:0.849947±0.004501 
[3141]  train-auc:0.946175±0.000889 test-auc:0.849942±0.004500 
[3142]  train-auc:0.946192±0.000892 test-auc:0.849948±0.004497 
[3143]  train-auc:0.946199±0.000890 test-auc:0.849945±0.004499 
[3144]  train-auc:0.946213±0.000893 test-auc:0.849951±0.004520 
[3145]  train-auc:0.946228±0.000894 test-auc:0.849944±0.004522 
[3146]  train-auc:0.946235±0.000894 test-auc:0.849937±0.004516 
[3147]  train-auc:0.946245±0.000893 test-auc:0.849940±0.004513 
[3148]  train-auc:0.946257±0.000892 test-auc:0.849946±0.004523 
[3149]  train-auc:0.946265±0.000891 test-auc:0.849958±0.004519 
[3150]  train-auc:0.946274±0.000888 test-auc:0.849963±0.004521 
[3151]  train-auc:0.946291±0.000888 test-auc:0.849951±0.004521 
[3152]  train-auc:0.946302±0.000886 test-auc:0.849953±0.004532 
[3153]  train-auc:0.946323±0.000889 test-auc:0.849955±0.004534 
[3154]  train-auc:0.946338±0.000888 test-auc:0.849968±0.004546 
[3155]  train-auc:0.946346±0.000885 test-auc:0.849973±0.004541 
[3156]  train-auc:0.946357±0.000880 test-auc:0.849968±0.004547 
[3157]  train-auc:0.946365±0.000879 test-auc:0.849971±0.004546 
[3158]  train-auc:0.946373±0.000878 test-auc:0.849962±0.004534 
[3159]  train-auc:0.946387±0.000878 test-auc:0.849959±0.004533 
[3160]  train-auc:0.946396±0.000874 test-auc:0.849968±0.004531 
[3161]  train-auc:0.946409±0.000870 test-auc:0.849976±0.004522 
[3162]  train-auc:0.946422±0.000875 test-auc:0.849985±0.004519 
[3163]  train-auc:0.946434±0.000874 test-auc:0.849987±0.004515 
[3164]  train-auc:0.946447±0.000876 test-auc:0.849995±0.004523 
[3165]  train-auc:0.946462±0.000872 test-auc:0.849998±0.004513 
[3166]  train-auc:0.946473±0.000868 test-auc:0.849997±0.004517 
[3167]  train-auc:0.946482±0.000868 test-auc:0.850003±0.004510 
[3168]  train-auc:0.946497±0.000871 test-auc:0.850000±0.004509 
[3169]  train-auc:0.946509±0.000869 test-auc:0.850000±0.004517 
[3170]  train-auc:0.946514±0.000867 test-auc:0.850005±0.004521 
[3171]  train-auc:0.946522±0.000866 test-auc:0.850006±0.004524 
[3172]  train-auc:0.946528±0.000868 test-auc:0.850006±0.004527 
[3173]  train-auc:0.946538±0.000865 test-auc:0.850000±0.004535 
[3174]  train-auc:0.946552±0.000864 test-auc:0.850015±0.004534 
[3175]  train-auc:0.946564±0.000861 test-auc:0.850016±0.004556 
[3176]  train-auc:0.946575±0.000857 test-auc:0.850020±0.004564 
[3177]  train-auc:0.946586±0.000853 test-auc:0.850019±0.004563 
[3178]  train-auc:0.946608±0.000851 test-auc:0.850034±0.004565 
[3179]  train-auc:0.946622±0.000852 test-auc:0.850029±0.004568 
[3180]  train-auc:0.946635±0.000848 test-auc:0.850028±0.004573 
[3181]  train-auc:0.946646±0.000841 test-auc:0.850036±0.004579 
[3182]  train-auc:0.946655±0.000837 test-auc:0.850039±0.004578 
[3183]  train-auc:0.946671±0.000831 test-auc:0.850029±0.004584 
[3184]  train-auc:0.946682±0.000829 test-auc:0.850027±0.004585 
[3185]  train-auc:0.946696±0.000828 test-auc:0.850024±0.004583 
[3186]  train-auc:0.946718±0.000825 test-auc:0.850033±0.004581 
[3187]  train-auc:0.946725±0.000819 test-auc:0.850027±0.004577 
[3188]  train-auc:0.946738±0.000809 test-auc:0.850022±0.004573 
[3189]  train-auc:0.946749±0.000804 test-auc:0.850031±0.004578 
[3190]  train-auc:0.946763±0.000807 test-auc:0.850031±0.004574 
[3191]  train-auc:0.946773±0.000808 test-auc:0.850029±0.004574 
[3192]  train-auc:0.946793±0.000811 test-auc:0.850033±0.004572 
[3193]  train-auc:0.946805±0.000803 test-auc:0.850034±0.004574 
[3194]  train-auc:0.946817±0.000802 test-auc:0.850031±0.004575 
[3195]  train-auc:0.946822±0.000802 test-auc:0.850024±0.004569 
[3196]  train-auc:0.946835±0.000799 test-auc:0.850037±0.004569 
[3197]  train-auc:0.946849±0.000796 test-auc:0.850038±0.004577 
[3198]  train-auc:0.946862±0.000789 test-auc:0.850043±0.004569 
[3199]  train-auc:0.946867±0.000790 test-auc:0.850041±0.004571 
[3200]  train-auc:0.946880±0.000786 test-auc:0.850043±0.004573 
[3201]  train-auc:0.946896±0.000787 test-auc:0.850052±0.004563 
[3202]  train-auc:0.946910±0.000790 test-auc:0.850054±0.004549 
[3203]  train-auc:0.946917±0.000788 test-auc:0.850056±0.004548 
[3204]  train-auc:0.946926±0.000787 test-auc:0.850061±0.004553 
[3205]  train-auc:0.946937±0.000784 test-auc:0.850063±0.004554 
[3206]  train-auc:0.946948±0.000788 test-auc:0.850063±0.004546 
[3207]  train-auc:0.946961±0.000786 test-auc:0.850075±0.004549 
[3208]  train-auc:0.946969±0.000779 test-auc:0.850075±0.004547 
[3209]  train-auc:0.946988±0.000780 test-auc:0.850071±0.004561 
[3210]  train-auc:0.947000±0.000780 test-auc:0.850067±0.004559 
[3211]  train-auc:0.947010±0.000773 test-auc:0.850078±0.004564 
[3212]  train-auc:0.947019±0.000774 test-auc:0.850081±0.004556 
[3213]  train-auc:0.947025±0.000772 test-auc:0.850084±0.004555 
[3214]  train-auc:0.947040±0.000776 test-auc:0.850091±0.004563 
[3215]  train-auc:0.947049±0.000776 test-auc:0.850090±0.004561 
[3216]  train-auc:0.947061±0.000776 test-auc:0.850094±0.004573 
[3217]  train-auc:0.947078±0.000769 test-auc:0.850089±0.004569 
[3218]  train-auc:0.947088±0.000763 test-auc:0.850087±0.004566 
[3219]  train-auc:0.947094±0.000760 test-auc:0.850094±0.004571 
[3220]  train-auc:0.947101±0.000759 test-auc:0.850096±0.004568 
[3221]  train-auc:0.947110±0.000755 test-auc:0.850097±0.004557 
[3222]  train-auc:0.947124±0.000761 test-auc:0.850085±0.004557 
[3223]  train-auc:0.947137±0.000758 test-auc:0.850081±0.004557 
[3224]  train-auc:0.947145±0.000755 test-auc:0.850078±0.004559 
[3225]  train-auc:0.947157±0.000745 test-auc:0.850072±0.004554 
[3226]  train-auc:0.947175±0.000742 test-auc:0.850077±0.004559 
[3227]  train-auc:0.947190±0.000735 test-auc:0.850080±0.004562 
[3228]  train-auc:0.947206±0.000739 test-auc:0.850084±0.004558 
[3229]  train-auc:0.947221±0.000744 test-auc:0.850097±0.004551 
[3230]  train-auc:0.947231±0.000746 test-auc:0.850100±0.004555 
[3231]  train-auc:0.947246±0.000741 test-auc:0.850117±0.004548 
[3232]  train-auc:0.947257±0.000743 test-auc:0.850122±0.004555 
[3233]  train-auc:0.947273±0.000742 test-auc:0.850112±0.004549 
[3234]  train-auc:0.947285±0.000742 test-auc:0.850114±0.004546 
[3235]  train-auc:0.947298±0.000742 test-auc:0.850109±0.004552 
[3236]  train-auc:0.947306±0.000734 test-auc:0.850113±0.004555 
[3237]  train-auc:0.947315±0.000732 test-auc:0.850123±0.004562 
[3238]  train-auc:0.947327±0.000727 test-auc:0.850127±0.004559 
[3239]  train-auc:0.947340±0.000723 test-auc:0.850129±0.004554 
[3240]  train-auc:0.947352±0.000726 test-auc:0.850130±0.004555 
[3241]  train-auc:0.947364±0.000721 test-auc:0.850139±0.004553 
[3242]  train-auc:0.947379±0.000721 test-auc:0.850143±0.004557 
[3243]  train-auc:0.947396±0.000723 test-auc:0.850145±0.004558 
[3244]  train-auc:0.947409±0.000718 test-auc:0.850147±0.004555 
[3245]  train-auc:0.947423±0.000720 test-auc:0.850151±0.004560 
[3246]  train-auc:0.947439±0.000721 test-auc:0.850162±0.004558 
[3247]  train-auc:0.947449±0.000718 test-auc:0.850160±0.004567 
[3248]  train-auc:0.947464±0.000723 test-auc:0.850170±0.004575 
[3249]  train-auc:0.947480±0.000724 test-auc:0.850165±0.004580 
[3250]  train-auc:0.947495±0.000720 test-auc:0.850170±0.004583 
[3251]  train-auc:0.947503±0.000720 test-auc:0.850173±0.004574 
[3252]  train-auc:0.947516±0.000724 test-auc:0.850176±0.004586 
[3253]  train-auc:0.947525±0.000721 test-auc:0.850182±0.004599 
[3254]  train-auc:0.947537±0.000724 test-auc:0.850184±0.004596 
[3255]  train-auc:0.947554±0.000725 test-auc:0.850177±0.004597 
[3256]  train-auc:0.947568±0.000724 test-auc:0.850187±0.004593 
[3257]  train-auc:0.947576±0.000719 test-auc:0.850189±0.004594 
[3258]  train-auc:0.947587±0.000714 test-auc:0.850199±0.004589 
[3259]  train-auc:0.947611±0.000712 test-auc:0.850209±0.004573 
[3260]  train-auc:0.947626±0.000711 test-auc:0.850221±0.004578 
[3261]  train-auc:0.947635±0.000708 test-auc:0.850217±0.004562 
[3262]  train-auc:0.947646±0.000709 test-auc:0.850219±0.004567 
[3263]  train-auc:0.947655±0.000709 test-auc:0.850215±0.004567 
[3264]  train-auc:0.947671±0.000714 test-auc:0.850216±0.004561 
[3265]  train-auc:0.947678±0.000713 test-auc:0.850218±0.004548 
[3266]  train-auc:0.947691±0.000718 test-auc:0.850223±0.004541 
[3267]  train-auc:0.947705±0.000716 test-auc:0.850222±0.004539 
[3268]  train-auc:0.947721±0.000721 test-auc:0.850226±0.004539 
[3269]  train-auc:0.947726±0.000722 test-auc:0.850225±0.004535 
[3270]  train-auc:0.947743±0.000722 test-auc:0.850236±0.004538 
[3271]  train-auc:0.947758±0.000722 test-auc:0.850245±0.004538 
[3272]  train-auc:0.947781±0.000725 test-auc:0.850264±0.004532 
[3273]  train-auc:0.947790±0.000726 test-auc:0.850261±0.004534 
[3274]  train-auc:0.947798±0.000727 test-auc:0.850264±0.004525 
[3275]  train-auc:0.947809±0.000726 test-auc:0.850262±0.004529 
[3276]  train-auc:0.947822±0.000724 test-auc:0.850262±0.004531 
[3277]  train-auc:0.947831±0.000726 test-auc:0.850256±0.004530 
[3278]  train-auc:0.947844±0.000729 test-auc:0.850258±0.004524 
[3279]  train-auc:0.947850±0.000728 test-auc:0.850260±0.004526 
[3280]  train-auc:0.947858±0.000733 test-auc:0.850264±0.004527 
[3281]  train-auc:0.947870±0.000733 test-auc:0.850267±0.004529 
[3282]  train-auc:0.947881±0.000734 test-auc:0.850274±0.004536 
[3283]  train-auc:0.947892±0.000737 test-auc:0.850269±0.004539 
[3284]  train-auc:0.947906±0.000739 test-auc:0.850285±0.004531 
[3285]  train-auc:0.947922±0.000739 test-auc:0.850289±0.004532 
[3286]  train-auc:0.947938±0.000741 test-auc:0.850301±0.004518 
[3287]  train-auc:0.947949±0.000738 test-auc:0.850301±0.004517 
[3288]  train-auc:0.947958±0.000739 test-auc:0.850307±0.004520 
[3289]  train-auc:0.947975±0.000740 test-auc:0.850318±0.004511 
[3290]  train-auc:0.947988±0.000748 test-auc:0.850304±0.004515 
[3291]  train-auc:0.948004±0.000752 test-auc:0.850311±0.004507 
[3292]  train-auc:0.948016±0.000763 test-auc:0.850311±0.004504 
[3293]  train-auc:0.948028±0.000766 test-auc:0.850317±0.004504 
[3294]  train-auc:0.948041±0.000767 test-auc:0.850324±0.004501 
[3295]  train-auc:0.948055±0.000773 test-auc:0.850319±0.004496 
[3296]  train-auc:0.948064±0.000773 test-auc:0.850330±0.004489 
[3297]  train-auc:0.948075±0.000775 test-auc:0.850329±0.004490 
[3298]  train-auc:0.948086±0.000777 test-auc:0.850328±0.004490 
[3299]  train-auc:0.948102±0.000783 test-auc:0.850330±0.004480 
[3300]  train-auc:0.948112±0.000786 test-auc:0.850342±0.004478 
[3301]  train-auc:0.948123±0.000789 test-auc:0.850351±0.004477 
[3302]  train-auc:0.948140±0.000789 test-auc:0.850361±0.004474 
[3303]  train-auc:0.948155±0.000791 test-auc:0.850362±0.004478 
[3304]  train-auc:0.948168±0.000792 test-auc:0.850369±0.004486 
[3305]  train-auc:0.948178±0.000792 test-auc:0.850365±0.004468 
[3306]  train-auc:0.948195±0.000801 test-auc:0.850369±0.004457 
[3307]  train-auc:0.948206±0.000806 test-auc:0.850371±0.004453 
[3308]  train-auc:0.948215±0.000809 test-auc:0.850371±0.004452 
[3309]  train-auc:0.948225±0.000812 test-auc:0.850382±0.004440 
[3310]  train-auc:0.948239±0.000814 test-auc:0.850378±0.004438 
[3311]  train-auc:0.948252±0.000819 test-auc:0.850380±0.004440 
[3312]  train-auc:0.948269±0.000824 test-auc:0.850388±0.004449 
[3313]  train-auc:0.948282±0.000825 test-auc:0.850387±0.004433 
[3314]  train-auc:0.948299±0.000818 test-auc:0.850395±0.004436 
[3315]  train-auc:0.948309±0.000819 test-auc:0.850393±0.004436 
[3316]  train-auc:0.948325±0.000820 test-auc:0.850398±0.004431 
[3317]  train-auc:0.948337±0.000822 test-auc:0.850400±0.004421 
[3318]  train-auc:0.948349±0.000824 test-auc:0.850407±0.004408 
[3319]  train-auc:0.948356±0.000826 test-auc:0.850405±0.004415 
[3320]  train-auc:0.948369±0.000825 test-auc:0.850418±0.004410 
[3321]  train-auc:0.948387±0.000830 test-auc:0.850426±0.004398 
[3322]  train-auc:0.948397±0.000829 test-auc:0.850432±0.004402 
[3323]  train-auc:0.948413±0.000833 test-auc:0.850439±0.004400 
[3324]  train-auc:0.948424±0.000833 test-auc:0.850442±0.004396 
[3325]  train-auc:0.948440±0.000844 test-auc:0.850440±0.004405 
[3326]  train-auc:0.948448±0.000842 test-auc:0.850442±0.004407 
[3327]  train-auc:0.948461±0.000846 test-auc:0.850449±0.004407 
[3328]  train-auc:0.948468±0.000845 test-auc:0.850457±0.004408 
[3329]  train-auc:0.948478±0.000845 test-auc:0.850460±0.004405 
[3330]  train-auc:0.948489±0.000848 test-auc:0.850463±0.004409 
[3331]  train-auc:0.948502±0.000852 test-auc:0.850471±0.004406 
[3332]  train-auc:0.948516±0.000853 test-auc:0.850475±0.004403 
[3333]  train-auc:0.948523±0.000850 test-auc:0.850472±0.004401 
[3334]  train-auc:0.948535±0.000846 test-auc:0.850479±0.004404 
[3335]  train-auc:0.948554±0.000843 test-auc:0.850484±0.004407 
[3336]  train-auc:0.948563±0.000844 test-auc:0.850483±0.004410 
[3337]  train-auc:0.948572±0.000846 test-auc:0.850482±0.004417 
[3338]  train-auc:0.948584±0.000844 test-auc:0.850482±0.004409 
[3339]  train-auc:0.948602±0.000851 test-auc:0.850498±0.004397 
[3340]  train-auc:0.948613±0.000851 test-auc:0.850495±0.004394 
[3341]  train-auc:0.948623±0.000853 test-auc:0.850502±0.004390 
[3342]  train-auc:0.948636±0.000856 test-auc:0.850503±0.004390 
[3343]  train-auc:0.948654±0.000861 test-auc:0.850518±0.004394 
[3344]  train-auc:0.948670±0.000874 test-auc:0.850526±0.004388 
[3345]  train-auc:0.948682±0.000876 test-auc:0.850513±0.004388 
[3346]  train-auc:0.948688±0.000876 test-auc:0.850510±0.004392 
[3347]  train-auc:0.948699±0.000882 test-auc:0.850506±0.004396 
[3348]  train-auc:0.948710±0.000876 test-auc:0.850511±0.004397 
[3349]  train-auc:0.948721±0.000877 test-auc:0.850511±0.004403 
[3350]  train-auc:0.948734±0.000884 test-auc:0.850506±0.004392 
[3351]  train-auc:0.948748±0.000882 test-auc:0.850510±0.004399 
[3352]  train-auc:0.948760±0.000878 test-auc:0.850510±0.004409 
[3353]  train-auc:0.948773±0.000880 test-auc:0.850514±0.004400 
[3354]  train-auc:0.948785±0.000881 test-auc:0.850515±0.004403 
[3355]  train-auc:0.948794±0.000884 test-auc:0.850527±0.004400 
[3356]  train-auc:0.948808±0.000887 test-auc:0.850520±0.004391 
[3357]  train-auc:0.948817±0.000885 test-auc:0.850533±0.004391 
[3358]  train-auc:0.948835±0.000896 test-auc:0.850541±0.004388 
[3359]  train-auc:0.948842±0.000896 test-auc:0.850538±0.004378 
[3360]  train-auc:0.948856±0.000898 test-auc:0.850558±0.004387 
[3361]  train-auc:0.948862±0.000892 test-auc:0.850559±0.004383 
[3362]  train-auc:0.948869±0.000890 test-auc:0.850561±0.004371 
[3363]  train-auc:0.948882±0.000892 test-auc:0.850560±0.004365 
[3364]  train-auc:0.948895±0.000892 test-auc:0.850553±0.004361 
[3365]  train-auc:0.948902±0.000892 test-auc:0.850556±0.004357 
[3366]  train-auc:0.948910±0.000893 test-auc:0.850562±0.004359 
[3367]  train-auc:0.948922±0.000899 test-auc:0.850573±0.004359 
[3368]  train-auc:0.948932±0.000901 test-auc:0.850578±0.004353 
[3369]  train-auc:0.948939±0.000901 test-auc:0.850582±0.004351 
[3370]  train-auc:0.948945±0.000899 test-auc:0.850588±0.004348 
[3371]  train-auc:0.948956±0.000897 test-auc:0.850588±0.004347 
[3372]  train-auc:0.948968±0.000897 test-auc:0.850598±0.004342 
[3373]  train-auc:0.948981±0.000896 test-auc:0.850596±0.004346 
[3374]  train-auc:0.948992±0.000892 test-auc:0.850593±0.004348 
[3375]  train-auc:0.948997±0.000894 test-auc:0.850591±0.004350 
[3376]  train-auc:0.949011±0.000896 test-auc:0.850597±0.004346 
[3377]  train-auc:0.949022±0.000891 test-auc:0.850598±0.004356 
[3378]  train-auc:0.949035±0.000894 test-auc:0.850598±0.004341 
[3379]  train-auc:0.949047±0.000893 test-auc:0.850603±0.004343 
[3380]  train-auc:0.949060±0.000894 test-auc:0.850610±0.004335 
[3381]  train-auc:0.949072±0.000895 test-auc:0.850605±0.004334 
[3382]  train-auc:0.949090±0.000890 test-auc:0.850635±0.004335 
[3383]  train-auc:0.949101±0.000889 test-auc:0.850644±0.004319 
[3384]  train-auc:0.949112±0.000891 test-auc:0.850642±0.004330 
[3385]  train-auc:0.949128±0.000886 test-auc:0.850644±0.004330 
[3386]  train-auc:0.949140±0.000879 test-auc:0.850646±0.004328 
[3387]  train-auc:0.949158±0.000874 test-auc:0.850659±0.004335 
[3388]  train-auc:0.949169±0.000875 test-auc:0.850663±0.004337 
[3389]  train-auc:0.949176±0.000874 test-auc:0.850666±0.004334 
[3390]  train-auc:0.949189±0.000878 test-auc:0.850677±0.004320 
[3391]  train-auc:0.949203±0.000883 test-auc:0.850678±0.004320 
[3392]  train-auc:0.949216±0.000881 test-auc:0.850689±0.004321 
[3393]  train-auc:0.949231±0.000884 test-auc:0.850695±0.004336 
[3394]  train-auc:0.949242±0.000881 test-auc:0.850697±0.004333 
[3395]  train-auc:0.949258±0.000880 test-auc:0.850708±0.004333 
[3396]  train-auc:0.949282±0.000876 test-auc:0.850716±0.004325 
[3397]  train-auc:0.949292±0.000876 test-auc:0.850729±0.004317 
[3398]  train-auc:0.949301±0.000881 test-auc:0.850739±0.004318 
[3399]  train-auc:0.949316±0.000887 test-auc:0.850747±0.004312 
[3400]  train-auc:0.949330±0.000884 test-auc:0.850749±0.004303 
[3401]  train-auc:0.949340±0.000886 test-auc:0.850753±0.004306 
[3402]  train-auc:0.949349±0.000881 test-auc:0.850753±0.004301 
[3403]  train-auc:0.949354±0.000882 test-auc:0.850755±0.004297 
[3404]  train-auc:0.949369±0.000882 test-auc:0.850758±0.004310 
[3405]  train-auc:0.949385±0.000873 test-auc:0.850761±0.004301 
[3406]  train-auc:0.949390±0.000872 test-auc:0.850768±0.004302 
[3407]  train-auc:0.949420±0.000892 test-auc:0.850774±0.004313 
[3408]  train-auc:0.949436±0.000889 test-auc:0.850777±0.004313 
[3409]  train-auc:0.949453±0.000887 test-auc:0.850780±0.004305 
[3410]  train-auc:0.949475±0.000885 test-auc:0.850781±0.004317 
[3411]  train-auc:0.949491±0.000889 test-auc:0.850784±0.004317 
[3412]  train-auc:0.949508±0.000889 test-auc:0.850785±0.004310 
[3413]  train-auc:0.949521±0.000886 test-auc:0.850802±0.004314 
[3414]  train-auc:0.949547±0.000888 test-auc:0.850801±0.004314 
[3415]  train-auc:0.949567±0.000886 test-auc:0.850797±0.004328 
[3416]  train-auc:0.949582±0.000886 test-auc:0.850808±0.004326 
[3417]  train-auc:0.949588±0.000883 test-auc:0.850815±0.004331 
[3418]  train-auc:0.949603±0.000881 test-auc:0.850814±0.004331 
[3419]  train-auc:0.949619±0.000884 test-auc:0.850821±0.004322 
[3420]  train-auc:0.949633±0.000880 test-auc:0.850818±0.004317 
[3421]  train-auc:0.949650±0.000888 test-auc:0.850825±0.004304 
[3422]  train-auc:0.949667±0.000882 test-auc:0.850835±0.004294 
[3423]  train-auc:0.949688±0.000874 test-auc:0.850830±0.004290 
[3424]  train-auc:0.949697±0.000876 test-auc:0.850828±0.004295 
[3425]  train-auc:0.949713±0.000871 test-auc:0.850836±0.004294 
[3426]  train-auc:0.949727±0.000874 test-auc:0.850834±0.004303 
[3427]  train-auc:0.949742±0.000871 test-auc:0.850837±0.004303 
[3428]  train-auc:0.949759±0.000869 test-auc:0.850843±0.004291 
[3429]  train-auc:0.949774±0.000871 test-auc:0.850849±0.004300 
[3430]  train-auc:0.949785±0.000870 test-auc:0.850835±0.004290 
[3431]  train-auc:0.949794±0.000867 test-auc:0.850837±0.004297 
[3432]  train-auc:0.949802±0.000870 test-auc:0.850850±0.004299 
[3433]  train-auc:0.949811±0.000871 test-auc:0.850864±0.004300 
[3434]  train-auc:0.949822±0.000871 test-auc:0.850865±0.004301 
[3435]  train-auc:0.949831±0.000867 test-auc:0.850865±0.004295 
[3436]  train-auc:0.949851±0.000863 test-auc:0.850852±0.004297 
[3437]  train-auc:0.949860±0.000858 test-auc:0.850855±0.004302 
[3438]  train-auc:0.949867±0.000855 test-auc:0.850856±0.004301 
[3439]  train-auc:0.949880±0.000851 test-auc:0.850870±0.004290 
[3440]  train-auc:0.949901±0.000850 test-auc:0.850871±0.004289 
[3441]  train-auc:0.949919±0.000845 test-auc:0.850889±0.004282 
[3442]  train-auc:0.949933±0.000844 test-auc:0.850893±0.004280 
[3443]  train-auc:0.949944±0.000853 test-auc:0.850900±0.004285 
[3444]  train-auc:0.949962±0.000848 test-auc:0.850900±0.004282 
[3445]  train-auc:0.949976±0.000845 test-auc:0.850907±0.004279 
[3446]  train-auc:0.949991±0.000840 test-auc:0.850914±0.004287 
[3447]  train-auc:0.950002±0.000842 test-auc:0.850920±0.004292 
[3448]  train-auc:0.950015±0.000839 test-auc:0.850920±0.004280 
[3449]  train-auc:0.950031±0.000836 test-auc:0.850928±0.004275 
[3450]  train-auc:0.950051±0.000846 test-auc:0.850930±0.004278 
[3451]  train-auc:0.950067±0.000848 test-auc:0.850934±0.004278 
[3452]  train-auc:0.950071±0.000853 test-auc:0.850936±0.004278 
[3453]  train-auc:0.950079±0.000856 test-auc:0.850942±0.004277 
[3454]  train-auc:0.950094±0.000855 test-auc:0.850948±0.004267 
[3455]  train-auc:0.950103±0.000856 test-auc:0.850948±0.004267 
[3456]  train-auc:0.950114±0.000871 test-auc:0.850941±0.004271 
[3457]  train-auc:0.950135±0.000872 test-auc:0.850947±0.004272 
[3458]  train-auc:0.950152±0.000870 test-auc:0.850956±0.004292 
[3459]  train-auc:0.950166±0.000871 test-auc:0.850965±0.004290 
[3460]  train-auc:0.950189±0.000865 test-auc:0.850957±0.004280 
[3461]  train-auc:0.950207±0.000863 test-auc:0.850967±0.004276 
[3462]  train-auc:0.950216±0.000865 test-auc:0.850978±0.004269 
[3463]  train-auc:0.950228±0.000869 test-auc:0.850969±0.004271 
[3464]  train-auc:0.950239±0.000868 test-auc:0.850974±0.004279 
[3465]  train-auc:0.950252±0.000868 test-auc:0.850965±0.004283 
[3466]  train-auc:0.950261±0.000868 test-auc:0.850966±0.004274 
[3467]  train-auc:0.950273±0.000868 test-auc:0.850981±0.004275 
[3468]  train-auc:0.950290±0.000865 test-auc:0.850980±0.004280 
[3469]  train-auc:0.950303±0.000864 test-auc:0.850987±0.004278 
[3470]  train-auc:0.950321±0.000863 test-auc:0.850989±0.004276 
[3471]  train-auc:0.950338±0.000865 test-auc:0.850988±0.004263 
[3472]  train-auc:0.950351±0.000868 test-auc:0.850988±0.004258 
[3473]  train-auc:0.950368±0.000864 test-auc:0.850990±0.004258 
[3474]  train-auc:0.950381±0.000867 test-auc:0.850989±0.004251 
[3475]  train-auc:0.950390±0.000868 test-auc:0.850995±0.004252 
[3476]  train-auc:0.950406±0.000868 test-auc:0.851002±0.004252 
[3477]  train-auc:0.950419±0.000872 test-auc:0.850995±0.004252 
[3478]  train-auc:0.950433±0.000868 test-auc:0.851007±0.004237 
[3479]  train-auc:0.950447±0.000867 test-auc:0.851007±0.004236 
[3480]  train-auc:0.950461±0.000864 test-auc:0.851020±0.004234 
[3481]  train-auc:0.950484±0.000875 test-auc:0.851031±0.004230 
[3482]  train-auc:0.950498±0.000876 test-auc:0.851024±0.004229 
[3483]  train-auc:0.950514±0.000886 test-auc:0.851027±0.004229 
[3484]  train-auc:0.950542±0.000901 test-auc:0.851028±0.004225 
[3485]  train-auc:0.950557±0.000900 test-auc:0.851038±0.004227 
[3486]  train-auc:0.950571±0.000902 test-auc:0.851024±0.004232 
[3487]  train-auc:0.950588±0.000905 test-auc:0.851028±0.004232 
[3488]  train-auc:0.950599±0.000906 test-auc:0.851036±0.004238 
[3489]  train-auc:0.950635±0.000913 test-auc:0.851047±0.004241 
[3490]  train-auc:0.950649±0.000915 test-auc:0.851059±0.004245 
[3491]  train-auc:0.950666±0.000914 test-auc:0.851055±0.004239 
[3492]  train-auc:0.950679±0.000913 test-auc:0.851061±0.004238 
[3493]  train-auc:0.950699±0.000912 test-auc:0.851075±0.004239 
[3494]  train-auc:0.950714±0.000910 test-auc:0.851072±0.004229 
[3495]  train-auc:0.950726±0.000914 test-auc:0.851075±0.004232 
[3496]  train-auc:0.950736±0.000916 test-auc:0.851072±0.004233 
[3497]  train-auc:0.950753±0.000918 test-auc:0.851086±0.004224 
[3498]  train-auc:0.950766±0.000920 test-auc:0.851089±0.004227 
[3499]  train-auc:0.950780±0.000924 test-auc:0.851099±0.004239 
[3500]  train-auc:0.950804±0.000929 test-auc:0.851098±0.004221 
[3501]  train-auc:0.950820±0.000939 test-auc:0.851105±0.004223 
[3502]  train-auc:0.950835±0.000942 test-auc:0.851104±0.004216 
[3503]  train-auc:0.950842±0.000945 test-auc:0.851117±0.004216 
[3504]  train-auc:0.950854±0.000947 test-auc:0.851120±0.004208 
[3505]  train-auc:0.950867±0.000945 test-auc:0.851127±0.004208 
[3506]  train-auc:0.950877±0.000945 test-auc:0.851133±0.004214 
[3507]  train-auc:0.950885±0.000947 test-auc:0.851135±0.004216 
[3508]  train-auc:0.950902±0.000949 test-auc:0.851149±0.004224 
[3509]  train-auc:0.950918±0.000955 test-auc:0.851151±0.004226 
[3510]  train-auc:0.950937±0.000956 test-auc:0.851153±0.004217 
[3511]  train-auc:0.950952±0.000951 test-auc:0.851169±0.004217 
[3512]  train-auc:0.950960±0.000949 test-auc:0.851179±0.004222 
[3513]  train-auc:0.950975±0.000946 test-auc:0.851192±0.004232 
[3514]  train-auc:0.950986±0.000946 test-auc:0.851203±0.004231 
[3515]  train-auc:0.951001±0.000943 test-auc:0.851212±0.004230 
[3516]  train-auc:0.951011±0.000944 test-auc:0.851215±0.004231 
[3517]  train-auc:0.951045±0.000951 test-auc:0.851216±0.004233 
[3518]  train-auc:0.951052±0.000952 test-auc:0.851228±0.004226 
[3519]  train-auc:0.951064±0.000955 test-auc:0.851223±0.004236 
[3520]  train-auc:0.951078±0.000968 test-auc:0.851222±0.004234 
[3521]  train-auc:0.951095±0.000978 test-auc:0.851219±0.004229 
[3522]  train-auc:0.951107±0.000979 test-auc:0.851230±0.004229 
[3523]  train-auc:0.951120±0.000983 test-auc:0.851230±0.004227 
[3524]  train-auc:0.951130±0.000977 test-auc:0.851231±0.004229 
[3525]  train-auc:0.951148±0.000991 test-auc:0.851224±0.004236 
[3526]  train-auc:0.951160±0.000994 test-auc:0.851229±0.004229 
[3527]  train-auc:0.951182±0.001000 test-auc:0.851233±0.004229 
[3528]  train-auc:0.951196±0.001002 test-auc:0.851228±0.004222 
[3529]  train-auc:0.951210±0.001005 test-auc:0.851227±0.004227 
[3530]  train-auc:0.951225±0.001011 test-auc:0.851229±0.004220 
[3531]  train-auc:0.951242±0.001022 test-auc:0.851233±0.004213 
[3532]  train-auc:0.951262±0.001024 test-auc:0.851247±0.004201 
[3533]  train-auc:0.951281±0.001025 test-auc:0.851249±0.004200 
[3534]  train-auc:0.951291±0.001022 test-auc:0.851249±0.004208 
[3535]  train-auc:0.951300±0.001023 test-auc:0.851256±0.004200 
[3536]  train-auc:0.951317±0.001023 test-auc:0.851273±0.004197 
[3537]  train-auc:0.951326±0.001027 test-auc:0.851280±0.004210 
[3538]  train-auc:0.951343±0.001036 test-auc:0.851290±0.004222 
[3539]  train-auc:0.951353±0.001036 test-auc:0.851291±0.004217 
[3540]  train-auc:0.951366±0.001033 test-auc:0.851293±0.004213 
[3541]  train-auc:0.951380±0.001028 test-auc:0.851290±0.004212 
[3542]  train-auc:0.951391±0.001032 test-auc:0.851302±0.004219 
[3543]  train-auc:0.951402±0.001031 test-auc:0.851315±0.004227 
[3544]  train-auc:0.951412±0.001030 test-auc:0.851314±0.004217 
[3545]  train-auc:0.951420±0.001034 test-auc:0.851320±0.004220 
[3546]  train-auc:0.951430±0.001036 test-auc:0.851327±0.004215 
[3547]  train-auc:0.951444±0.001037 test-auc:0.851336±0.004222 
[3548]  train-auc:0.951451±0.001036 test-auc:0.851356±0.004219 
[3549]  train-auc:0.951469±0.001038 test-auc:0.851358±0.004217 
[3550]  train-auc:0.951488±0.001035 test-auc:0.851353±0.004208 
[3551]  train-auc:0.951503±0.001040 test-auc:0.851362±0.004219 
[3552]  train-auc:0.951513±0.001042 test-auc:0.851366±0.004220 
[3553]  train-auc:0.951525±0.001045 test-auc:0.851369±0.004215 
[3554]  train-auc:0.951537±0.001048 test-auc:0.851376±0.004220 
[3555]  train-auc:0.951548±0.001051 test-auc:0.851373±0.004216 
[3556]  train-auc:0.951559±0.001051 test-auc:0.851365±0.004216 
[3557]  train-auc:0.951575±0.001054 test-auc:0.851367±0.004227 
[3558]  train-auc:0.951585±0.001058 test-auc:0.851368±0.004218 
[3559]  train-auc:0.951598±0.001064 test-auc:0.851366±0.004212 
[3560]  train-auc:0.951611±0.001071 test-auc:0.851360±0.004205 
[3561]  train-auc:0.951631±0.001081 test-auc:0.851367±0.004211 
[3562]  train-auc:0.951645±0.001093 test-auc:0.851378±0.004199 
[3563]  train-auc:0.951654±0.001099 test-auc:0.851383±0.004203 
[3564]  train-auc:0.951663±0.001100 test-auc:0.851392±0.004195 
[3565]  train-auc:0.951679±0.001107 test-auc:0.851381±0.004196 
[3566]  train-auc:0.951689±0.001112 test-auc:0.851397±0.004201 
[3567]  train-auc:0.951700±0.001108 test-auc:0.851403±0.004202 
[3568]  train-auc:0.951712±0.001103 test-auc:0.851402±0.004200 
[3569]  train-auc:0.951722±0.001104 test-auc:0.851409±0.004190 
[3570]  train-auc:0.951738±0.001100 test-auc:0.851419±0.004198 
[3571]  train-auc:0.951749±0.001095 test-auc:0.851419±0.004198 
[3572]  train-auc:0.951770±0.001102 test-auc:0.851418±0.004200 
[3573]  train-auc:0.951776±0.001102 test-auc:0.851417±0.004199 
[3574]  train-auc:0.951794±0.001108 test-auc:0.851423±0.004191 
[3575]  train-auc:0.951807±0.001114 test-auc:0.851430±0.004202 
[3576]  train-auc:0.951828±0.001123 test-auc:0.851424±0.004202 
[3577]  train-auc:0.951839±0.001121 test-auc:0.851422±0.004200 
[3578]  train-auc:0.951857±0.001128 test-auc:0.851433±0.004184 
[3579]  train-auc:0.951868±0.001126 test-auc:0.851423±0.004183 
[3580]  train-auc:0.951888±0.001128 test-auc:0.851425±0.004188 
[3581]  train-auc:0.951903±0.001134 test-auc:0.851428±0.004177 
[3582]  train-auc:0.951910±0.001135 test-auc:0.851433±0.004171 
[3583]  train-auc:0.951920±0.001136 test-auc:0.851443±0.004165 
[3584]  train-auc:0.951931±0.001134 test-auc:0.851440±0.004171 
[3585]  train-auc:0.951951±0.001143 test-auc:0.851440±0.004169 
[3586]  train-auc:0.951970±0.001148 test-auc:0.851436±0.004179 
[3587]  train-auc:0.951981±0.001154 test-auc:0.851449±0.004183 
[3588]  train-auc:0.951989±0.001154 test-auc:0.851449±0.004182 
[3589]  train-auc:0.951998±0.001157 test-auc:0.851459±0.004180 
[3590]  train-auc:0.952008±0.001163 test-auc:0.851457±0.004183 
[3591]  train-auc:0.952023±0.001161 test-auc:0.851470±0.004187 
[3592]  train-auc:0.952051±0.001162 test-auc:0.851461±0.004174 
[3593]  train-auc:0.952060±0.001166 test-auc:0.851460±0.004173 
[3594]  train-auc:0.952069±0.001167 test-auc:0.851457±0.004175 
[3595]  train-auc:0.952076±0.001169 test-auc:0.851466±0.004173 
[3596]  train-auc:0.952088±0.001172 test-auc:0.851467±0.004160 
[3597]  train-auc:0.952104±0.001177 test-auc:0.851472±0.004162 
[3598]  train-auc:0.952115±0.001179 test-auc:0.851474±0.004161 
[3599]  train-auc:0.952125±0.001178 test-auc:0.851472±0.004167 
[3600]  train-auc:0.952136±0.001178 test-auc:0.851472±0.004155 
[3601]  train-auc:0.952150±0.001177 test-auc:0.851491±0.004157 
[3602]  train-auc:0.952158±0.001177 test-auc:0.851489±0.004159 
[3603]  train-auc:0.952170±0.001190 test-auc:0.851498±0.004157 
[3604]  train-auc:0.952185±0.001203 test-auc:0.851505±0.004153 
[3605]  train-auc:0.952201±0.001214 test-auc:0.851521±0.004146 
[3606]  train-auc:0.952211±0.001214 test-auc:0.851515±0.004139 
[3607]  train-auc:0.952219±0.001213 test-auc:0.851524±0.004137 
[3608]  train-auc:0.952229±0.001215 test-auc:0.851529±0.004134 
[3609]  train-auc:0.952236±0.001220 test-auc:0.851529±0.004124 
[3610]  train-auc:0.952247±0.001226 test-auc:0.851532±0.004131 
[3611]  train-auc:0.952264±0.001222 test-auc:0.851526±0.004132 
[3612]  train-auc:0.952279±0.001219 test-auc:0.851541±0.004140 
[3613]  train-auc:0.952287±0.001217 test-auc:0.851542±0.004149 
[3614]  train-auc:0.952296±0.001223 test-auc:0.851543±0.004143 
[3615]  train-auc:0.952316±0.001221 test-auc:0.851549±0.004147 
[3616]  train-auc:0.952326±0.001221 test-auc:0.851557±0.004152 
[3617]  train-auc:0.952332±0.001221 test-auc:0.851546±0.004148 
[3618]  train-auc:0.952343±0.001227 test-auc:0.851536±0.004154 
[3619]  train-auc:0.952356±0.001227 test-auc:0.851541±0.004148 
[3620]  train-auc:0.952366±0.001229 test-auc:0.851545±0.004147 
[3621]  train-auc:0.952377±0.001230 test-auc:0.851540±0.004140 
[3622]  train-auc:0.952387±0.001232 test-auc:0.851545±0.004144 
[3623]  train-auc:0.952391±0.001234 test-auc:0.851546±0.004139 
[3624]  train-auc:0.952396±0.001235 test-auc:0.851549±0.004130 
[3625]  train-auc:0.952401±0.001236 test-auc:0.851552±0.004133 
[3626]  train-auc:0.952408±0.001239 test-auc:0.851550±0.004135 
[3627]  train-auc:0.952420±0.001240 test-auc:0.851559±0.004143 
[3628]  train-auc:0.952428±0.001245 test-auc:0.851561±0.004139 
[3629]  train-auc:0.952436±0.001247 test-auc:0.851565±0.004132 
[3630]  train-auc:0.952448±0.001243 test-auc:0.851565±0.004133 
[3631]  train-auc:0.952467±0.001242 test-auc:0.851559±0.004133 
[3632]  train-auc:0.952484±0.001237 test-auc:0.851552±0.004136 
[3633]  train-auc:0.952493±0.001239 test-auc:0.851569±0.004129 
[3634]  train-auc:0.952502±0.001241 test-auc:0.851566±0.004139 
[3635]  train-auc:0.952510±0.001241 test-auc:0.851559±0.004148 
[3636]  train-auc:0.952518±0.001247 test-auc:0.851564±0.004141 
[3637]  train-auc:0.952531±0.001246 test-auc:0.851569±0.004145 
[3638]  train-auc:0.952539±0.001247 test-auc:0.851565±0.004137 
[3639]  train-auc:0.952550±0.001246 test-auc:0.851573±0.004154 
[3640]  train-auc:0.952562±0.001248 test-auc:0.851574±0.004155 
[3641]  train-auc:0.952574±0.001246 test-auc:0.851581±0.004162 
[3642]  train-auc:0.952584±0.001246 test-auc:0.851580±0.004163 
[3643]  train-auc:0.952594±0.001244 test-auc:0.851583±0.004158 
[3644]  train-auc:0.952603±0.001242 test-auc:0.851583±0.004155 
[3645]  train-auc:0.952613±0.001244 test-auc:0.851589±0.004157 
[3646]  train-auc:0.952625±0.001246 test-auc:0.851588±0.004154 
[3647]  train-auc:0.952635±0.001245 test-auc:0.851590±0.004154 
[3648]  train-auc:0.952652±0.001238 test-auc:0.851593±0.004146 
[3649]  train-auc:0.952664±0.001235 test-auc:0.851591±0.004154 
[3650]  train-auc:0.952681±0.001231 test-auc:0.851589±0.004153 
[3651]  train-auc:0.952696±0.001240 test-auc:0.851596±0.004155 
[3652]  train-auc:0.952709±0.001250 test-auc:0.851593±0.004154 
[3653]  train-auc:0.952724±0.001255 test-auc:0.851589±0.004149 
[3654]  train-auc:0.952740±0.001264 test-auc:0.851587±0.004140 
[3655]  train-auc:0.952746±0.001265 test-auc:0.851592±0.004142 
[3656]  train-auc:0.952755±0.001265 test-auc:0.851601±0.004147 
[3657]  train-auc:0.952765±0.001264 test-auc:0.851608±0.004142 
[3658]  train-auc:0.952788±0.001266 test-auc:0.851634±0.004123 
[3659]  train-auc:0.952805±0.001262 test-auc:0.851639±0.004125 
[3660]  train-auc:0.952820±0.001264 test-auc:0.851624±0.004142 
[3661]  train-auc:0.952834±0.001263 test-auc:0.851639±0.004142 
[3662]  train-auc:0.952841±0.001261 test-auc:0.851639±0.004146 
[3663]  train-auc:0.952852±0.001263 test-auc:0.851634±0.004146 
[3664]  train-auc:0.952862±0.001267 test-auc:0.851631±0.004145 
[3665]  train-auc:0.952871±0.001267 test-auc:0.851639±0.004141 
[3666]  train-auc:0.952876±0.001266 test-auc:0.851631±0.004140 
[3667]  train-auc:0.952882±0.001268 test-auc:0.851638±0.004131 
[3668]  train-auc:0.952896±0.001271 test-auc:0.851644±0.004150 
[3669]  train-auc:0.952909±0.001268 test-auc:0.851649±0.004139 
[3670]  train-auc:0.952917±0.001268 test-auc:0.851654±0.004131 
[3671]  train-auc:0.952925±0.001268 test-auc:0.851654±0.004137 
[3672]  train-auc:0.952934±0.001266 test-auc:0.851663±0.004140 
[3673]  train-auc:0.952945±0.001266 test-auc:0.851651±0.004138 
[3674]  train-auc:0.952951±0.001265 test-auc:0.851660±0.004146 
[3675]  train-auc:0.952962±0.001263 test-auc:0.851649±0.004151 
[3676]  train-auc:0.952973±0.001269 test-auc:0.851659±0.004138 
[3677]  train-auc:0.952993±0.001261 test-auc:0.851662±0.004137 
[3678]  train-auc:0.953002±0.001260 test-auc:0.851660±0.004144 
[3679]  train-auc:0.953010±0.001261 test-auc:0.851655±0.004150 
[3680]  train-auc:0.953022±0.001263 test-auc:0.851661±0.004154 
[3681]  train-auc:0.953031±0.001263 test-auc:0.851662±0.004147 
[3682]  train-auc:0.953040±0.001265 test-auc:0.851644±0.004156 
[3683]  train-auc:0.953054±0.001264 test-auc:0.851657±0.004165 
[3684]  train-auc:0.953062±0.001266 test-auc:0.851660±0.004164 
[3685]  train-auc:0.953069±0.001266 test-auc:0.851657±0.004161 
[3686]  train-auc:0.953080±0.001269 test-auc:0.851653±0.004155 
[3687]  train-auc:0.953090±0.001276 test-auc:0.851654±0.004144 
[3688]  train-auc:0.953098±0.001274 test-auc:0.851657±0.004149 
[3689]  train-auc:0.953106±0.001277 test-auc:0.851671±0.004148 
[3690]  train-auc:0.953112±0.001277 test-auc:0.851675±0.004153 
[3691]  train-auc:0.953122±0.001282 test-auc:0.851679±0.004155 
[3692]  train-auc:0.953128±0.001284 test-auc:0.851675±0.004151 
[3693]  train-auc:0.953143±0.001298 test-auc:0.851687±0.004144 
[3694]  train-auc:0.953153±0.001297 test-auc:0.851684±0.004143 
[3695]  train-auc:0.953164±0.001299 test-auc:0.851685±0.004132 
[3696]  train-auc:0.953172±0.001298 test-auc:0.851687±0.004129 
[3697]  train-auc:0.953182±0.001299 test-auc:0.851681±0.004127 
[3698]  train-auc:0.953193±0.001298 test-auc:0.851686±0.004138 
[3699]  train-auc:0.953212±0.001294 test-auc:0.851679±0.004133 
[3700]  train-auc:0.953218±0.001295 test-auc:0.851682±0.004130 
[3701]  train-auc:0.953222±0.001297 test-auc:0.851685±0.004130 
[3702]  train-auc:0.953231±0.001298 test-auc:0.851688±0.004127 
[3703]  train-auc:0.953241±0.001298 test-auc:0.851692±0.004126 
[3704]  train-auc:0.953255±0.001294 test-auc:0.851700±0.004136 
[3705]  train-auc:0.953269±0.001295 test-auc:0.851699±0.004130 
[3706]  train-auc:0.953276±0.001295 test-auc:0.851691±0.004134 
[3707]  train-auc:0.953284±0.001298 test-auc:0.851697±0.004138 
[3708]  train-auc:0.953312±0.001295 test-auc:0.851695±0.004152 
[3709]  train-auc:0.953318±0.001295 test-auc:0.851691±0.004156 
[3710]  train-auc:0.953325±0.001297 test-auc:0.851698±0.004144 
[3711]  train-auc:0.953338±0.001298 test-auc:0.851710±0.004151 
[3712]  train-auc:0.953348±0.001297 test-auc:0.851715±0.004163 
[3713]  train-auc:0.953357±0.001309 test-auc:0.851713±0.004163 
[3714]  train-auc:0.953365±0.001311 test-auc:0.851716±0.004166 
[3715]  train-auc:0.953372±0.001315 test-auc:0.851713±0.004160 
[3716]  train-auc:0.953386±0.001314 test-auc:0.851721±0.004149 
[3717]  train-auc:0.953397±0.001312 test-auc:0.851718±0.004160 
[3718]  train-auc:0.953408±0.001320 test-auc:0.851722±0.004160 
[3719]  train-auc:0.953419±0.001318 test-auc:0.851727±0.004172 
[3720]  train-auc:0.953426±0.001319 test-auc:0.851726±0.004166 
[3721]  train-auc:0.953436±0.001320 test-auc:0.851728±0.004168 
[3722]  train-auc:0.953446±0.001318 test-auc:0.851725±0.004170 
[3723]  train-auc:0.953456±0.001318 test-auc:0.851718±0.004167 
[3724]  train-auc:0.953474±0.001310 test-auc:0.851730±0.004172 
[3725]  train-auc:0.953480±0.001314 test-auc:0.851728±0.004174 
[3726]  train-auc:0.953490±0.001315 test-auc:0.851732±0.004169 
[3727]  train-auc:0.953507±0.001318 test-auc:0.851735±0.004162 
[3728]  train-auc:0.953515±0.001318 test-auc:0.851753±0.004168 
[3729]  train-auc:0.953523±0.001321 test-auc:0.851755±0.004175 
[3730]  train-auc:0.953531±0.001326 test-auc:0.851750±0.004179 
[3731]  train-auc:0.953539±0.001327 test-auc:0.851753±0.004177 
[3732]  train-auc:0.953546±0.001327 test-auc:0.851754±0.004181 
[3733]  train-auc:0.953565±0.001326 test-auc:0.851757±0.004176 
[3734]  train-auc:0.953579±0.001328 test-auc:0.851763±0.004183 
[3735]  train-auc:0.953587±0.001329 test-auc:0.851759±0.004185 
[3736]  train-auc:0.953594±0.001329 test-auc:0.851762±0.004176 
[3737]  train-auc:0.953606±0.001326 test-auc:0.851757±0.004171 
[3738]  train-auc:0.953622±0.001326 test-auc:0.851773±0.004173 
[3739]  train-auc:0.953635±0.001325 test-auc:0.851769±0.004187 
[3740]  train-auc:0.953651±0.001334 test-auc:0.851783±0.004181 
[3741]  train-auc:0.953657±0.001335 test-auc:0.851793±0.004182 
[3742]  train-auc:0.953667±0.001340 test-auc:0.851795±0.004172 
[3743]  train-auc:0.953677±0.001343 test-auc:0.851794±0.004174 
[3744]  train-auc:0.953684±0.001344 test-auc:0.851798±0.004172 
[3745]  train-auc:0.953696±0.001348 test-auc:0.851801±0.004171 
[3746]  train-auc:0.953704±0.001350 test-auc:0.851794±0.004164 
[3747]  train-auc:0.953711±0.001350 test-auc:0.851796±0.004151 
[3748]  train-auc:0.953725±0.001354 test-auc:0.851812±0.004163 
[3749]  train-auc:0.953736±0.001356 test-auc:0.851807±0.004158 
[3750]  train-auc:0.953745±0.001355 test-auc:0.851812±0.004162 
[3751]  train-auc:0.953753±0.001358 test-auc:0.851806±0.004156 
[3752]  train-auc:0.953764±0.001357 test-auc:0.851809±0.004155 
[3753]  train-auc:0.953772±0.001360 test-auc:0.851809±0.004153 
[3754]  train-auc:0.953782±0.001362 test-auc:0.851808±0.004143 
[3755]  train-auc:0.953798±0.001359 test-auc:0.851811±0.004139 
[3756]  train-auc:0.953810±0.001361 test-auc:0.851815±0.004144 
[3757]  train-auc:0.953818±0.001363 test-auc:0.851806±0.004146 
[3758]  train-auc:0.953832±0.001358 test-auc:0.851812±0.004153 
[3759]  train-auc:0.953842±0.001354 test-auc:0.851812±0.004155 
[3760]  train-auc:0.953854±0.001356 test-auc:0.851822±0.004155 
[3761]  train-auc:0.953862±0.001361 test-auc:0.851829±0.004153 
[3762]  train-auc:0.953872±0.001364 test-auc:0.851828±0.004152 
[3763]  train-auc:0.953884±0.001365 test-auc:0.851844±0.004152 
[3764]  train-auc:0.953890±0.001367 test-auc:0.851845±0.004154 
[3765]  train-auc:0.953903±0.001378 test-auc:0.851855±0.004165 
[3766]  train-auc:0.953915±0.001383 test-auc:0.851843±0.004162 
[3767]  train-auc:0.953930±0.001396 test-auc:0.851850±0.004150 
[3768]  train-auc:0.953938±0.001398 test-auc:0.851854±0.004142 
[3769]  train-auc:0.953945±0.001402 test-auc:0.851856±0.004145 
[3770]  train-auc:0.953964±0.001400 test-auc:0.851857±0.004157 
[3771]  train-auc:0.953979±0.001403 test-auc:0.851870±0.004151 
[3772]  train-auc:0.953987±0.001407 test-auc:0.851869±0.004151 
[3773]  train-auc:0.954005±0.001408 test-auc:0.851878±0.004151 
[3774]  train-auc:0.954016±0.001412 test-auc:0.851875±0.004134 
[3775]  train-auc:0.954025±0.001414 test-auc:0.851875±0.004136 
[3776]  train-auc:0.954032±0.001415 test-auc:0.851887±0.004135 
[3777]  train-auc:0.954047±0.001428 test-auc:0.851898±0.004136 
[3778]  train-auc:0.954059±0.001433 test-auc:0.851901±0.004138 
[3779]  train-auc:0.954068±0.001434 test-auc:0.851904±0.004141 
[3780]  train-auc:0.954088±0.001433 test-auc:0.851914±0.004140 
[3781]  train-auc:0.954095±0.001433 test-auc:0.851917±0.004147 
[3782]  train-auc:0.954105±0.001434 test-auc:0.851909±0.004139 
[3783]  train-auc:0.954123±0.001433 test-auc:0.851917±0.004150 
[3784]  train-auc:0.954132±0.001437 test-auc:0.851913±0.004154 
[3785]  train-auc:0.954148±0.001437 test-auc:0.851924±0.004151 
[3786]  train-auc:0.954156±0.001442 test-auc:0.851929±0.004149 
[3787]  train-auc:0.954164±0.001443 test-auc:0.851926±0.004147 
[3788]  train-auc:0.954181±0.001455 test-auc:0.851945±0.004139 
[3789]  train-auc:0.954192±0.001455 test-auc:0.851941±0.004142 
[3790]  train-auc:0.954207±0.001460 test-auc:0.851944±0.004143 
[3791]  train-auc:0.954219±0.001459 test-auc:0.851942±0.004145 
[3792]  train-auc:0.954234±0.001457 test-auc:0.851950±0.004146 
[3793]  train-auc:0.954246±0.001453 test-auc:0.851949±0.004144 
[3794]  train-auc:0.954259±0.001452 test-auc:0.851950±0.004151 
[3795]  train-auc:0.954268±0.001450 test-auc:0.851952±0.004149 
[3796]  train-auc:0.954277±0.001450 test-auc:0.851968±0.004141 
[3797]  train-auc:0.954288±0.001448 test-auc:0.851963±0.004138 
[3798]  train-auc:0.954299±0.001449 test-auc:0.851968±0.004127 
[3799]  train-auc:0.954303±0.001449 test-auc:0.851970±0.004128 
[3800]  train-auc:0.954320±0.001449 test-auc:0.851982±0.004132 
[3801]  train-auc:0.954332±0.001449 test-auc:0.851986±0.004128 
[3802]  train-auc:0.954342±0.001450 test-auc:0.851988±0.004133 
[3803]  train-auc:0.954352±0.001452 test-auc:0.851984±0.004118 
[3804]  train-auc:0.954362±0.001452 test-auc:0.851981±0.004112 
[3805]  train-auc:0.954372±0.001454 test-auc:0.851989±0.004119 
[3806]  train-auc:0.954383±0.001449 test-auc:0.851991±0.004130 
[3807]  train-auc:0.954388±0.001449 test-auc:0.851992±0.004133 
[3808]  train-auc:0.954409±0.001444 test-auc:0.851988±0.004133 
[3809]  train-auc:0.954417±0.001443 test-auc:0.851987±0.004126 
[3810]  train-auc:0.954426±0.001445 test-auc:0.851999±0.004127 
[3811]  train-auc:0.954431±0.001446 test-auc:0.852007±0.004139 
[3812]  train-auc:0.954438±0.001448 test-auc:0.852013±0.004137 
[3813]  train-auc:0.954447±0.001454 test-auc:0.852009±0.004129 
[3814]  train-auc:0.954466±0.001455 test-auc:0.852009±0.004136 
[3815]  train-auc:0.954480±0.001460 test-auc:0.852009±0.004131 
[3816]  train-auc:0.954487±0.001457 test-auc:0.852003±0.004119 
[3817]  train-auc:0.954496±0.001457 test-auc:0.852001±0.004118 
[3818]  train-auc:0.954505±0.001455 test-auc:0.852005±0.004128 
[3819]  train-auc:0.954517±0.001457 test-auc:0.852009±0.004131 
[3820]  train-auc:0.954523±0.001458 test-auc:0.852009±0.004135 
[3821]  train-auc:0.954541±0.001477 test-auc:0.852008±0.004133 
[3822]  train-auc:0.954561±0.001487 test-auc:0.852013±0.004134 
[3823]  train-auc:0.954575±0.001490 test-auc:0.852019±0.004138 
[3824]  train-auc:0.954588±0.001490 test-auc:0.852014±0.004135 
[3825]  train-auc:0.954599±0.001501 test-auc:0.852030±0.004123 
[3826]  train-auc:0.954611±0.001497 test-auc:0.852038±0.004135 
[3827]  train-auc:0.954622±0.001498 test-auc:0.852036±0.004132 
[3828]  train-auc:0.954631±0.001500 test-auc:0.852028±0.004131 
[3829]  train-auc:0.954643±0.001509 test-auc:0.852038±0.004122 
[3830]  train-auc:0.954659±0.001511 test-auc:0.852046±0.004132 
[3831]  train-auc:0.954673±0.001513 test-auc:0.852057±0.004120 
[3832]  train-auc:0.954691±0.001512 test-auc:0.852055±0.004129 
[3833]  train-auc:0.954703±0.001511 test-auc:0.852068±0.004116 
[3834]  train-auc:0.954710±0.001514 test-auc:0.852063±0.004123 
[3835]  train-auc:0.954715±0.001517 test-auc:0.852071±0.004120 
[3836]  train-auc:0.954719±0.001517 test-auc:0.852073±0.004120 
[3837]  train-auc:0.954730±0.001516 test-auc:0.852079±0.004115 
[3838]  train-auc:0.954739±0.001519 test-auc:0.852080±0.004108 
[3839]  train-auc:0.954745±0.001520 test-auc:0.852077±0.004112 
[3840]  train-auc:0.954752±0.001524 test-auc:0.852076±0.004113 
[3841]  train-auc:0.954759±0.001525 test-auc:0.852068±0.004122 
[3842]  train-auc:0.954775±0.001522 test-auc:0.852078±0.004132 
[3843]  train-auc:0.954779±0.001522 test-auc:0.852079±0.004130 
[3844]  train-auc:0.954792±0.001521 test-auc:0.852082±0.004138 
[3845]  train-auc:0.954800±0.001523 test-auc:0.852067±0.004140 
[3846]  train-auc:0.954814±0.001523 test-auc:0.852070±0.004134 
[3847]  train-auc:0.954822±0.001527 test-auc:0.852078±0.004129 
[3848]  train-auc:0.954827±0.001528 test-auc:0.852070±0.004123 
[3849]  train-auc:0.954840±0.001530 test-auc:0.852066±0.004120 
[3850]  train-auc:0.954845±0.001530 test-auc:0.852065±0.004119 
[3851]  train-auc:0.954850±0.001533 test-auc:0.852059±0.004126 
[3852]  train-auc:0.954857±0.001535 test-auc:0.852067±0.004128 
[3853]  train-auc:0.954865±0.001536 test-auc:0.852059±0.004130 
[3854]  train-auc:0.954872±0.001537 test-auc:0.852067±0.004128 
[3855]  train-auc:0.954889±0.001533 test-auc:0.852071±0.004116 
[3856]  train-auc:0.954899±0.001533 test-auc:0.852074±0.004115 
[3857]  train-auc:0.954909±0.001530 test-auc:0.852074±0.004117 
[3858]  train-auc:0.954919±0.001529 test-auc:0.852074±0.004115 
[3859]  train-auc:0.954927±0.001532 test-auc:0.852092±0.004106 
[3860]  train-auc:0.954935±0.001532 test-auc:0.852093±0.004111 
[3861]  train-auc:0.954943±0.001526 test-auc:0.852098±0.004108 
[3862]  train-auc:0.954951±0.001527 test-auc:0.852100±0.004109 
[3863]  train-auc:0.954958±0.001528 test-auc:0.852100±0.004105 
[3864]  train-auc:0.954967±0.001533 test-auc:0.852105±0.004100 
[3865]  train-auc:0.954978±0.001530 test-auc:0.852104±0.004104 
[3866]  train-auc:0.954984±0.001527 test-auc:0.852104±0.004111 
[3867]  train-auc:0.954991±0.001531 test-auc:0.852109±0.004107 
[3868]  train-auc:0.955001±0.001533 test-auc:0.852102±0.004111 
[3869]  train-auc:0.955010±0.001530 test-auc:0.852110±0.004111 
[3870]  train-auc:0.955018±0.001537 test-auc:0.852106±0.004111 
[3871]  train-auc:0.955028±0.001536 test-auc:0.852098±0.004115 
[3872]  train-auc:0.955036±0.001544 test-auc:0.852099±0.004119 
[3873]  train-auc:0.955040±0.001545 test-auc:0.852098±0.004116 
[3874]  train-auc:0.955047±0.001544 test-auc:0.852101±0.004114 
[3875]  train-auc:0.955058±0.001553 test-auc:0.852103±0.004121 
[3876]  train-auc:0.955069±0.001553 test-auc:0.852094±0.004120 
[3877]  train-auc:0.955072±0.001553 test-auc:0.852101±0.004122 
[3878]  train-auc:0.955082±0.001557 test-auc:0.852121±0.004119 
[3879]  train-auc:0.955091±0.001560 test-auc:0.852129±0.004129 
[3880]  train-auc:0.955102±0.001564 test-auc:0.852128±0.004135 
[3881]  train-auc:0.955108±0.001563 test-auc:0.852127±0.004133 
[3882]  train-auc:0.955114±0.001563 test-auc:0.852135±0.004136 
[3883]  train-auc:0.955125±0.001566 test-auc:0.852125±0.004132 
[3884]  train-auc:0.955136±0.001570 test-auc:0.852133±0.004126 
[3885]  train-auc:0.955142±0.001574 test-auc:0.852137±0.004132 
[3886]  train-auc:0.955159±0.001590 test-auc:0.852142±0.004133 
[3887]  train-auc:0.955172±0.001590 test-auc:0.852162±0.004133 
[3888]  train-auc:0.955182±0.001592 test-auc:0.852163±0.004133 
[3889]  train-auc:0.955191±0.001591 test-auc:0.852163±0.004138 
[3890]  train-auc:0.955200±0.001591 test-auc:0.852152±0.004141 
[3891]  train-auc:0.955217±0.001593 test-auc:0.852153±0.004131 
[3892]  train-auc:0.955224±0.001593 test-auc:0.852152±0.004136 
[3893]  train-auc:0.955233±0.001595 test-auc:0.852151±0.004138 
[3894]  train-auc:0.955244±0.001600 test-auc:0.852161±0.004142 
[3895]  train-auc:0.955255±0.001600 test-auc:0.852174±0.004153 
[3896]  train-auc:0.955261±0.001600 test-auc:0.852179±0.004164 
[3897]  train-auc:0.955268±0.001600 test-auc:0.852184±0.004169 
[3898]  train-auc:0.955280±0.001598 test-auc:0.852179±0.004155 
[3899]  train-auc:0.955289±0.001598 test-auc:0.852190±0.004168 
[3900]  train-auc:0.955294±0.001598 test-auc:0.852188±0.004163 
[3901]  train-auc:0.955297±0.001597 test-auc:0.852185±0.004157 
[3902]  train-auc:0.955312±0.001597 test-auc:0.852200±0.004170 
[3903]  train-auc:0.955318±0.001599 test-auc:0.852200±0.004167 
[3904]  train-auc:0.955326±0.001601 test-auc:0.852209±0.004170 
[3905]  train-auc:0.955334±0.001605 test-auc:0.852207±0.004179 
[3906]  train-auc:0.955342±0.001616 test-auc:0.852219±0.004167 
[3907]  train-auc:0.955353±0.001616 test-auc:0.852214±0.004167 
[3908]  train-auc:0.955367±0.001617 test-auc:0.852224±0.004165 
[3909]  train-auc:0.955378±0.001617 test-auc:0.852215±0.004163 
[3910]  train-auc:0.955388±0.001615 test-auc:0.852218±0.004162 
[3911]  train-auc:0.955402±0.001611 test-auc:0.852220±0.004164 
[3912]  train-auc:0.955412±0.001612 test-auc:0.852218±0.004167 
[3913]  train-auc:0.955427±0.001624 test-auc:0.852224±0.004164 
[3914]  train-auc:0.955435±0.001627 test-auc:0.852224±0.004173 
[3915]  train-auc:0.955447±0.001624 test-auc:0.852219±0.004176 
[3916]  train-auc:0.955463±0.001620 test-auc:0.852229±0.004175 
[3917]  train-auc:0.955477±0.001625 test-auc:0.852236±0.004175 
[3918]  train-auc:0.955490±0.001628 test-auc:0.852231±0.004173 
[3919]  train-auc:0.955504±0.001627 test-auc:0.852233±0.004182 
[3920]  train-auc:0.955513±0.001628 test-auc:0.852237±0.004186 
[3921]  train-auc:0.955530±0.001625 test-auc:0.852230±0.004188 
[3922]  train-auc:0.955537±0.001626 test-auc:0.852226±0.004186 
[3923]  train-auc:0.955550±0.001620 test-auc:0.852222±0.004191 
[3924]  train-auc:0.955562±0.001621 test-auc:0.852227±0.004178 
[3925]  train-auc:0.955571±0.001621 test-auc:0.852220±0.004183 
[3926]  train-auc:0.955585±0.001617 test-auc:0.852224±0.004193 
[3927]  train-auc:0.955595±0.001615 test-auc:0.852222±0.004192 
[3928]  train-auc:0.955605±0.001612 test-auc:0.852234±0.004190 
[3929]  train-auc:0.955615±0.001610 test-auc:0.852229±0.004177 
[3930]  train-auc:0.955626±0.001616 test-auc:0.852230±0.004181 
[3931]  train-auc:0.955631±0.001616 test-auc:0.852223±0.004174 
[3932]  train-auc:0.955645±0.001623 test-auc:0.852220±0.004181 
[3933]  train-auc:0.955658±0.001625 test-auc:0.852221±0.004176 
[3934]  train-auc:0.955667±0.001624 test-auc:0.852229±0.004175 
[3935]  train-auc:0.955676±0.001625 test-auc:0.852231±0.004173 
[3936]  train-auc:0.955685±0.001626 test-auc:0.852235±0.004185 
[3937]  train-auc:0.955697±0.001630 test-auc:0.852233±0.004190 
[3938]  train-auc:0.955712±0.001633 test-auc:0.852243±0.004193 
[3939]  train-auc:0.955732±0.001622 test-auc:0.852257±0.004199 
[3940]  train-auc:0.955742±0.001622 test-auc:0.852265±0.004208 
[3941]  train-auc:0.955763±0.001624 test-auc:0.852256±0.004202 
[3942]  train-auc:0.955774±0.001624 test-auc:0.852258±0.004192 
[3943]  train-auc:0.955780±0.001623 test-auc:0.852254±0.004198 
[3944]  train-auc:0.955793±0.001624 test-auc:0.852251±0.004209 
[3945]  train-auc:0.955798±0.001623 test-auc:0.852256±0.004208 
[3946]  train-auc:0.955807±0.001623 test-auc:0.852258±0.004215 
[3947]  train-auc:0.955813±0.001621 test-auc:0.852255±0.004206 
[3948]  train-auc:0.955821±0.001621 test-auc:0.852250±0.004207 
[3949]  train-auc:0.955830±0.001622 test-auc:0.852257±0.004216 
[3950]  train-auc:0.955838±0.001622 test-auc:0.852255±0.004220 
[3951]  train-auc:0.955850±0.001620 test-auc:0.852260±0.004232 
[3952]  train-auc:0.955860±0.001621 test-auc:0.852253±0.004231 
[3953]  train-auc:0.955868±0.001620 test-auc:0.852264±0.004239 
[3954]  train-auc:0.955875±0.001623 test-auc:0.852278±0.004236 
[3955]  train-auc:0.955886±0.001619 test-auc:0.852284±0.004230 
[3956]  train-auc:0.955896±0.001621 test-auc:0.852287±0.004226 
[3957]  train-auc:0.955903±0.001623 test-auc:0.852291±0.004227 
[3958]  train-auc:0.955919±0.001621 test-auc:0.852288±0.004240 
[3959]  train-auc:0.955935±0.001610 test-auc:0.852295±0.004253 
[3960]  train-auc:0.955945±0.001611 test-auc:0.852293±0.004251 
[3961]  train-auc:0.955959±0.001607 test-auc:0.852301±0.004261 
[3962]  train-auc:0.955971±0.001603 test-auc:0.852296±0.004257 
[3963]  train-auc:0.955978±0.001603 test-auc:0.852295±0.004256 
[3964]  train-auc:0.955986±0.001601 test-auc:0.852308±0.004272 
[3965]  train-auc:0.955995±0.001601 test-auc:0.852316±0.004271 
[3966]  train-auc:0.956005±0.001597 test-auc:0.852322±0.004268 
[3967]  train-auc:0.956016±0.001598 test-auc:0.852322±0.004270 
[3968]  train-auc:0.956025±0.001598 test-auc:0.852326±0.004270 
[3969]  train-auc:0.956035±0.001602 test-auc:0.852342±0.004272 
[3970]  train-auc:0.956048±0.001607 test-auc:0.852342±0.004272 
[3971]  train-auc:0.956055±0.001606 test-auc:0.852344±0.004279 
[3972]  train-auc:0.956069±0.001608 test-auc:0.852352±0.004272 
[3973]  train-auc:0.956084±0.001610 test-auc:0.852365±0.004280 
[3974]  train-auc:0.956089±0.001610 test-auc:0.852366±0.004282 
[3975]  train-auc:0.956097±0.001614 test-auc:0.852375±0.004279 
[3976]  train-auc:0.956109±0.001613 test-auc:0.852390±0.004280 
[3977]  train-auc:0.956120±0.001613 test-auc:0.852395±0.004278 
[3978]  train-auc:0.956129±0.001612 test-auc:0.852395±0.004281 
[3979]  train-auc:0.956139±0.001620 test-auc:0.852390±0.004281 
[3980]  train-auc:0.956147±0.001621 test-auc:0.852385±0.004278 
[3981]  train-auc:0.956155±0.001623 test-auc:0.852389±0.004282 
[3982]  train-auc:0.956160±0.001622 test-auc:0.852396±0.004293 
[3983]  train-auc:0.956166±0.001622 test-auc:0.852397±0.004286 
[3984]  train-auc:0.956173±0.001621 test-auc:0.852392±0.004284 
[3985]  train-auc:0.956185±0.001623 test-auc:0.852396±0.004289 
[3986]  train-auc:0.956197±0.001625 test-auc:0.852388±0.004286 
[3987]  train-auc:0.956205±0.001623 test-auc:0.852398±0.004286 
[3988]  train-auc:0.956211±0.001624 test-auc:0.852408±0.004297 
[3989]  train-auc:0.956222±0.001625 test-auc:0.852402±0.004281 
[3990]  train-auc:0.956228±0.001626 test-auc:0.852405±0.004283 
[3991]  train-auc:0.956240±0.001624 test-auc:0.852406±0.004286 
[3992]  train-auc:0.956250±0.001628 test-auc:0.852399±0.004295 
[3993]  train-auc:0.956263±0.001627 test-auc:0.852405±0.004306 
[3994]  train-auc:0.956275±0.001626 test-auc:0.852407±0.004309 
[3995]  train-auc:0.956280±0.001627 test-auc:0.852408±0.004308 
[3996]  train-auc:0.956287±0.001629 test-auc:0.852407±0.004308 
[3997]  train-auc:0.956293±0.001628 test-auc:0.852411±0.004312 
[3998]  train-auc:0.956300±0.001628 test-auc:0.852414±0.004319 
[3999]  train-auc:0.956314±0.001625 test-auc:0.852419±0.004310 
[4000]  train-auc:0.956318±0.001626 test-auc:0.852426±0.004319 
[4001]  train-auc:0.956327±0.001624 test-auc:0.852421±0.004319 
[4002]  train-auc:0.956334±0.001629 test-auc:0.852411±0.004320 
[4003]  train-auc:0.956343±0.001626 test-auc:0.852407±0.004329 
[4004]  train-auc:0.956351±0.001626 test-auc:0.852400±0.004325 
[4005]  train-auc:0.956366±0.001625 test-auc:0.852412±0.004331 
[4006]  train-auc:0.956378±0.001629 test-auc:0.852416±0.004332 
[4007]  train-auc:0.956386±0.001631 test-auc:0.852425±0.004326 
[4008]  train-auc:0.956402±0.001624 test-auc:0.852437±0.004332 
[4009]  train-auc:0.956409±0.001625 test-auc:0.852435±0.004327 
[4010]  train-auc:0.956423±0.001622 test-auc:0.852452±0.004339 
[4011]  train-auc:0.956431±0.001626 test-auc:0.852446±0.004334 
[4012]  train-auc:0.956443±0.001625 test-auc:0.852456±0.004343 
[4013]  train-auc:0.956453±0.001627 test-auc:0.852453±0.004356 
[4014]  train-auc:0.956459±0.001630 test-auc:0.852449±0.004352 
[4015]  train-auc:0.956463±0.001632 test-auc:0.852451±0.004353 
[4016]  train-auc:0.956477±0.001628 test-auc:0.852466±0.004357 
[4017]  train-auc:0.956486±0.001627 test-auc:0.852468±0.004356 
[4018]  train-auc:0.956497±0.001627 test-auc:0.852472±0.004367 
[4019]  train-auc:0.956511±0.001628 test-auc:0.852477±0.004365 
[4020]  train-auc:0.956522±0.001625 test-auc:0.852485±0.004372 
[4021]  train-auc:0.956537±0.001619 test-auc:0.852478±0.004375 
[4022]  train-auc:0.956548±0.001619 test-auc:0.852472±0.004371 
[4023]  train-auc:0.956555±0.001617 test-auc:0.852477±0.004363 
[4024]  train-auc:0.956570±0.001618 test-auc:0.852487±0.004363 
[4025]  train-auc:0.956580±0.001618 test-auc:0.852491±0.004364 
[4026]  train-auc:0.956589±0.001618 test-auc:0.852499±0.004353 
[4027]  train-auc:0.956598±0.001617 test-auc:0.852515±0.004353 
[4028]  train-auc:0.956613±0.001615 test-auc:0.852513±0.004343 
[4029]  train-auc:0.956630±0.001614 test-auc:0.852519±0.004347 
[4030]  train-auc:0.956642±0.001617 test-auc:0.852516±0.004343 
[4031]  train-auc:0.956653±0.001616 test-auc:0.852523±0.004340 
[4032]  train-auc:0.956662±0.001621 test-auc:0.852522±0.004346 
[4033]  train-auc:0.956675±0.001615 test-auc:0.852534±0.004357 
[4034]  train-auc:0.956681±0.001616 test-auc:0.852533±0.004354 
[4035]  train-auc:0.956694±0.001624 test-auc:0.852537±0.004355 
[4036]  train-auc:0.956707±0.001627 test-auc:0.852530±0.004373 
[4037]  train-auc:0.956712±0.001628 test-auc:0.852538±0.004363 
[4038]  train-auc:0.956719±0.001629 test-auc:0.852540±0.004358 
[4039]  train-auc:0.956732±0.001631 test-auc:0.852544±0.004344 
[4040]  train-auc:0.956744±0.001631 test-auc:0.852553±0.004345 
[4041]  train-auc:0.956748±0.001633 test-auc:0.852547±0.004349 
[4042]  train-auc:0.956761±0.001635 test-auc:0.852553±0.004344 
[4043]  train-auc:0.956770±0.001634 test-auc:0.852561±0.004353 
[4044]  train-auc:0.956786±0.001638 test-auc:0.852561±0.004344 
[4045]  train-auc:0.956797±0.001638 test-auc:0.852560±0.004352 
[4046]  train-auc:0.956811±0.001639 test-auc:0.852567±0.004362 
[4047]  train-auc:0.956822±0.001640 test-auc:0.852574±0.004358 
[4048]  train-auc:0.956834±0.001639 test-auc:0.852579±0.004359 
[4049]  train-auc:0.956844±0.001638 test-auc:0.852581±0.004353 
[4050]  train-auc:0.956858±0.001638 test-auc:0.852574±0.004353 
[4051]  train-auc:0.956876±0.001652 test-auc:0.852584±0.004359 
[4052]  train-auc:0.956882±0.001652 test-auc:0.852592±0.004356 
[4053]  train-auc:0.956894±0.001658 test-auc:0.852594±0.004361 
[4054]  train-auc:0.956899±0.001660 test-auc:0.852594±0.004361 
[4055]  train-auc:0.956919±0.001656 test-auc:0.852604±0.004360 
[4056]  train-auc:0.956928±0.001657 test-auc:0.852614±0.004356 
[4057]  train-auc:0.956938±0.001660 test-auc:0.852623±0.004363 
[4058]  train-auc:0.956947±0.001659 test-auc:0.852625±0.004370 
[4059]  train-auc:0.956958±0.001659 test-auc:0.852636±0.004370 
[4060]  train-auc:0.956970±0.001658 test-auc:0.852653±0.004344 
[4061]  train-auc:0.956981±0.001659 test-auc:0.852651±0.004342 
[4062]  train-auc:0.956990±0.001662 test-auc:0.852651±0.004350 
[4063]  train-auc:0.957003±0.001660 test-auc:0.852639±0.004358 
[4064]  train-auc:0.957014±0.001661 test-auc:0.852644±0.004356 
[4065]  train-auc:0.957022±0.001661 test-auc:0.852638±0.004356 
[4066]  train-auc:0.957035±0.001655 test-auc:0.852651±0.004340 
[4067]  train-auc:0.957051±0.001655 test-auc:0.852650±0.004337 
[4068]  train-auc:0.957055±0.001654 test-auc:0.852647±0.004339 
[4069]  train-auc:0.957066±0.001661 test-auc:0.852643±0.004337 
[4070]  train-auc:0.957073±0.001661 test-auc:0.852656±0.004337 
[4071]  train-auc:0.957081±0.001661 test-auc:0.852666±0.004330 
[4072]  train-auc:0.957089±0.001660 test-auc:0.852676±0.004328 
[4073]  train-auc:0.957099±0.001655 test-auc:0.852673±0.004329 
[4074]  train-auc:0.957108±0.001659 test-auc:0.852676±0.004334 
[4075]  train-auc:0.957114±0.001660 test-auc:0.852673±0.004339 
[4076]  train-auc:0.957128±0.001669 test-auc:0.852687±0.004332 
[4077]  train-auc:0.957139±0.001669 test-auc:0.852697±0.004331 
[4078]  train-auc:0.957153±0.001666 test-auc:0.852703±0.004322 
[4079]  train-auc:0.957163±0.001666 test-auc:0.852702±0.004315 
[4080]  train-auc:0.957172±0.001667 test-auc:0.852715±0.004313 
[4081]  train-auc:0.957177±0.001666 test-auc:0.852712±0.004320 
[4082]  train-auc:0.957191±0.001662 test-auc:0.852714±0.004314 
[4083]  train-auc:0.957199±0.001661 test-auc:0.852710±0.004318 
[4084]  train-auc:0.957208±0.001659 test-auc:0.852715±0.004318 
[4085]  train-auc:0.957216±0.001660 test-auc:0.852723±0.004321 
[4086]  train-auc:0.957226±0.001663 test-auc:0.852719±0.004314 
[4087]  train-auc:0.957239±0.001661 test-auc:0.852717±0.004320 
[4088]  train-auc:0.957247±0.001661 test-auc:0.852727±0.004316 
[4089]  train-auc:0.957258±0.001666 test-auc:0.852721±0.004312 
[4090]  train-auc:0.957270±0.001668 test-auc:0.852713±0.004305 
[4091]  train-auc:0.957281±0.001672 test-auc:0.852717±0.004307 
[4092]  train-auc:0.957291±0.001669 test-auc:0.852727±0.004305 
[4093]  train-auc:0.957307±0.001665 test-auc:0.852738±0.004303 
[4094]  train-auc:0.957319±0.001668 test-auc:0.852749±0.004295 
[4095]  train-auc:0.957327±0.001668 test-auc:0.852751±0.004301 
[4096]  train-auc:0.957333±0.001668 test-auc:0.852742±0.004306 
[4097]  train-auc:0.957348±0.001666 test-auc:0.852752±0.004300 
[4098]  train-auc:0.957354±0.001668 test-auc:0.852753±0.004297 
[4099]  train-auc:0.957361±0.001671 test-auc:0.852752±0.004300 
[4100]  train-auc:0.957374±0.001666 test-auc:0.852753±0.004289 
[4101]  train-auc:0.957383±0.001664 test-auc:0.852756±0.004288 
[4102]  train-auc:0.957392±0.001662 test-auc:0.852760±0.004276 
[4103]  train-auc:0.957405±0.001660 test-auc:0.852765±0.004271 
[4104]  train-auc:0.957423±0.001664 test-auc:0.852769±0.004272 
[4105]  train-auc:0.957431±0.001665 test-auc:0.852769±0.004272 
[4106]  train-auc:0.957442±0.001667 test-auc:0.852773±0.004275 
[4107]  train-auc:0.957452±0.001665 test-auc:0.852778±0.004286 
[4108]  train-auc:0.957461±0.001669 test-auc:0.852776±0.004290 
[4109]  train-auc:0.957469±0.001670 test-auc:0.852781±0.004284 
[4110]  train-auc:0.957481±0.001670 test-auc:0.852780±0.004286 
[4111]  train-auc:0.957491±0.001669 test-auc:0.852787±0.004273 
[4112]  train-auc:0.957501±0.001675 test-auc:0.852796±0.004266 
[4113]  train-auc:0.957518±0.001674 test-auc:0.852797±0.004255 
[4114]  train-auc:0.957527±0.001674 test-auc:0.852789±0.004261 
[4115]  train-auc:0.957539±0.001675 test-auc:0.852796±0.004258 
[4116]  train-auc:0.957550±0.001672 test-auc:0.852799±0.004259 
[4117]  train-auc:0.957565±0.001677 test-auc:0.852812±0.004252 
[4118]  train-auc:0.957574±0.001677 test-auc:0.852806±0.004253 
[4119]  train-auc:0.957583±0.001675 test-auc:0.852799±0.004244 
[4120]  train-auc:0.957594±0.001684 test-auc:0.852795±0.004245 
[4121]  train-auc:0.957611±0.001684 test-auc:0.852808±0.004253 
[4122]  train-auc:0.957618±0.001684 test-auc:0.852818±0.004246 
[4123]  train-auc:0.957628±0.001684 test-auc:0.852807±0.004248 
[4124]  train-auc:0.957634±0.001685 test-auc:0.852824±0.004241 
[4125]  train-auc:0.957643±0.001684 test-auc:0.852812±0.004247 
[4126]  train-auc:0.957652±0.001687 test-auc:0.852820±0.004249 
[4127]  train-auc:0.957659±0.001689 test-auc:0.852827±0.004251 
[4128]  train-auc:0.957671±0.001696 test-auc:0.852820±0.004254 
[4129]  train-auc:0.957678±0.001696 test-auc:0.852823±0.004255 
[4130]  train-auc:0.957685±0.001700 test-auc:0.852824±0.004253 
[4131]  train-auc:0.957696±0.001700 test-auc:0.852833±0.004247 
[4132]  train-auc:0.957703±0.001703 test-auc:0.852834±0.004252 
[4133]  train-auc:0.957710±0.001703 test-auc:0.852831±0.004247 
[4134]  train-auc:0.957718±0.001703 test-auc:0.852830±0.004244 
[4135]  train-auc:0.957727±0.001704 test-auc:0.852823±0.004243 
[4136]  train-auc:0.957732±0.001705 test-auc:0.852818±0.004243 
[4137]  train-auc:0.957739±0.001704 test-auc:0.852819±0.004244 
[4138]  train-auc:0.957748±0.001705 test-auc:0.852816±0.004238 
[4139]  train-auc:0.957757±0.001703 test-auc:0.852825±0.004250 
[4140]  train-auc:0.957764±0.001705 test-auc:0.852822±0.004252 
[4141]  train-auc:0.957775±0.001704 test-auc:0.852825±0.004248 
[4142]  train-auc:0.957786±0.001708 test-auc:0.852826±0.004244 
[4143]  train-auc:0.957800±0.001708 test-auc:0.852833±0.004248 
[4144]  train-auc:0.957808±0.001708 test-auc:0.852834±0.004263 
[4145]  train-auc:0.957817±0.001703 test-auc:0.852823±0.004259 
[4146]  train-auc:0.957828±0.001704 test-auc:0.852833±0.004257 
[4147]  train-auc:0.957840±0.001698 test-auc:0.852842±0.004270 
[4148]  train-auc:0.957849±0.001698 test-auc:0.852853±0.004270 
[4149]  train-auc:0.957864±0.001703 test-auc:0.852868±0.004286 
[4150]  train-auc:0.957870±0.001705 test-auc:0.852857±0.004280 
[4151]  train-auc:0.957877±0.001706 test-auc:0.852853±0.004278 
[4152]  train-auc:0.957885±0.001707 test-auc:0.852861±0.004282 
[4153]  train-auc:0.957894±0.001710 test-auc:0.852854±0.004281 
[4154]  train-auc:0.957899±0.001707 test-auc:0.852863±0.004269 
[4155]  train-auc:0.957906±0.001711 test-auc:0.852851±0.004274 
[4156]  train-auc:0.957916±0.001710 test-auc:0.852850±0.004269 
[4157]  train-auc:0.957924±0.001708 test-auc:0.852855±0.004274 
[4158]  train-auc:0.957934±0.001709 test-auc:0.852871±0.004285 
[4159]  train-auc:0.957945±0.001705 test-auc:0.852861±0.004286 
[4160]  train-auc:0.957954±0.001704 test-auc:0.852869±0.004295 
[4161]  train-auc:0.957967±0.001698 test-auc:0.852879±0.004287 
[4162]  train-auc:0.957976±0.001700 test-auc:0.852886±0.004287 
[4163]  train-auc:0.957983±0.001700 test-auc:0.852880±0.004292 
[4164]  train-auc:0.957993±0.001699 test-auc:0.852893±0.004303 
[4165]  train-auc:0.958000±0.001702 test-auc:0.852891±0.004294 
[4166]  train-auc:0.958006±0.001702 test-auc:0.852887±0.004298 
[4167]  train-auc:0.958014±0.001702 test-auc:0.852891±0.004292 
[4168]  train-auc:0.958021±0.001702 test-auc:0.852892±0.004291 
[4169]  train-auc:0.958027±0.001704 test-auc:0.852897±0.004292 
[4170]  train-auc:0.958036±0.001704 test-auc:0.852883±0.004290 
[4171]  train-auc:0.958043±0.001706 test-auc:0.852890±0.004288 
[4172]  train-auc:0.958053±0.001706 test-auc:0.852898±0.004284 
[4173]  train-auc:0.958061±0.001707 test-auc:0.852899±0.004284 
[4174]  train-auc:0.958071±0.001705 test-auc:0.852908±0.004278 
[4175]  train-auc:0.958081±0.001703 test-auc:0.852909±0.004286 
[4176]  train-auc:0.958092±0.001702 test-auc:0.852907±0.004273 
[4177]  train-auc:0.958101±0.001705 test-auc:0.852911±0.004282 
[4178]  train-auc:0.958110±0.001704 test-auc:0.852902±0.004272 
[4179]  train-auc:0.958121±0.001700 test-auc:0.852912±0.004280 
[4180]  train-auc:0.958131±0.001696 test-auc:0.852917±0.004279 
[4181]  train-auc:0.958138±0.001695 test-auc:0.852907±0.004276 
[4182]  train-auc:0.958148±0.001694 test-auc:0.852897±0.004279 
[4183]  train-auc:0.958156±0.001697 test-auc:0.852904±0.004282 
[4184]  train-auc:0.958168±0.001700 test-auc:0.852912±0.004282 
[4185]  train-auc:0.958175±0.001703 test-auc:0.852914±0.004284 
[4186]  train-auc:0.958184±0.001704 test-auc:0.852922±0.004284 
[4187]  train-auc:0.958189±0.001704 test-auc:0.852922±0.004288 
[4188]  train-auc:0.958199±0.001704 test-auc:0.852932±0.004304 
[4189]  train-auc:0.958208±0.001708 test-auc:0.852937±0.004300 
[4190]  train-auc:0.958218±0.001704 test-auc:0.852934±0.004299 
[4191]  train-auc:0.958232±0.001700 test-auc:0.852931±0.004296 
[4192]  train-auc:0.958244±0.001700 test-auc:0.852942±0.004298 
[4193]  train-auc:0.958253±0.001702 test-auc:0.852937±0.004313 
[4194]  train-auc:0.958264±0.001701 test-auc:0.852929±0.004311 
[4195]  train-auc:0.958271±0.001702 test-auc:0.852933±0.004315 
[4196]  train-auc:0.958283±0.001697 test-auc:0.852935±0.004316 
[4197]  train-auc:0.958291±0.001699 test-auc:0.852942±0.004320 
[4198]  train-auc:0.958299±0.001698 test-auc:0.852938±0.004318 
[4199]  train-auc:0.958305±0.001697 test-auc:0.852927±0.004323 
[4200]  train-auc:0.958328±0.001690 test-auc:0.852930±0.004337 
[4201]  train-auc:0.958347±0.001693 test-auc:0.852933±0.004326 
[4202]  train-auc:0.958357±0.001695 test-auc:0.852945±0.004331 
[4203]  train-auc:0.958367±0.001696 test-auc:0.852949±0.004328 
[4204]  train-auc:0.958375±0.001697 test-auc:0.852952±0.004321 
[4205]  train-auc:0.958386±0.001701 test-auc:0.852957±0.004324 
[4206]  train-auc:0.958393±0.001703 test-auc:0.852948±0.004329 
[4207]  train-auc:0.958400±0.001704 test-auc:0.852951±0.004332 
[4208]  train-auc:0.958409±0.001707 test-auc:0.852959±0.004339 
[4209]  train-auc:0.958422±0.001703 test-auc:0.852961±0.004343 
[4210]  train-auc:0.958434±0.001698 test-auc:0.852963±0.004342 
[4211]  train-auc:0.958442±0.001699 test-auc:0.852960±0.004344 
[4212]  train-auc:0.958451±0.001697 test-auc:0.852956±0.004353 
[4213]  train-auc:0.958460±0.001696 test-auc:0.852957±0.004354 
[4214]  train-auc:0.958466±0.001696 test-auc:0.852966±0.004351 
[4215]  train-auc:0.958481±0.001686 test-auc:0.852969±0.004348 
[4216]  train-auc:0.958487±0.001688 test-auc:0.852977±0.004343 
[4217]  train-auc:0.958492±0.001688 test-auc:0.852968±0.004347 
[4218]  train-auc:0.958507±0.001683 test-auc:0.852970±0.004356 
[4219]  train-auc:0.958518±0.001680 test-auc:0.852973±0.004373 
[4220]  train-auc:0.958531±0.001678 test-auc:0.852980±0.004377 
[4221]  train-auc:0.958540±0.001675 test-auc:0.852979±0.004382 
[4222]  train-auc:0.958564±0.001680 test-auc:0.852984±0.004369 
[4223]  train-auc:0.958572±0.001678 test-auc:0.852992±0.004364 
[4224]  train-auc:0.958582±0.001672 test-auc:0.852991±0.004353 
[4225]  train-auc:0.958592±0.001672 test-auc:0.852991±0.004354 
[4226]  train-auc:0.958609±0.001658 test-auc:0.853006±0.004350 
[4227]  train-auc:0.958625±0.001658 test-auc:0.853010±0.004340 
[4228]  train-auc:0.958640±0.001661 test-auc:0.853021±0.004355 
[4229]  train-auc:0.958649±0.001663 test-auc:0.853014±0.004358 
[4230]  train-auc:0.958657±0.001667 test-auc:0.853023±0.004359 
[4231]  train-auc:0.958673±0.001664 test-auc:0.853020±0.004354 
[4232]  train-auc:0.958679±0.001664 test-auc:0.853019±0.004360 
[4233]  train-auc:0.958688±0.001661 test-auc:0.853020±0.004355 
[4234]  train-auc:0.958701±0.001658 test-auc:0.853028±0.004354 
[4235]  train-auc:0.958715±0.001665 test-auc:0.853028±0.004347 
[4236]  train-auc:0.958724±0.001665 test-auc:0.853030±0.004355 
[4237]  train-auc:0.958740±0.001664 test-auc:0.853030±0.004363 
[4238]  train-auc:0.958749±0.001663 test-auc:0.853033±0.004368 
[4239]  train-auc:0.958765±0.001666 test-auc:0.853034±0.004371 
[4240]  train-auc:0.958784±0.001665 test-auc:0.853047±0.004375 
[4241]  train-auc:0.958789±0.001664 test-auc:0.853050±0.004387 
[4242]  train-auc:0.958798±0.001659 test-auc:0.853044±0.004382 
[4243]  train-auc:0.958808±0.001658 test-auc:0.853052±0.004381 
[4244]  train-auc:0.958818±0.001658 test-auc:0.853050±0.004379 
[4245]  train-auc:0.958824±0.001661 test-auc:0.853051±0.004378 
[4246]  train-auc:0.958835±0.001652 test-auc:0.853052±0.004379 
[4247]  train-auc:0.958840±0.001653 test-auc:0.853061±0.004380 
[4248]  train-auc:0.958851±0.001653 test-auc:0.853057±0.004383 
[4249]  train-auc:0.958856±0.001653 test-auc:0.853063±0.004383 
[4250]  train-auc:0.958869±0.001648 test-auc:0.853066±0.004385 
[4251]  train-auc:0.958884±0.001650 test-auc:0.853076±0.004391 
[4252]  train-auc:0.958895±0.001647 test-auc:0.853066±0.004400 
[4253]  train-auc:0.958900±0.001648 test-auc:0.853066±0.004403 
[4254]  train-auc:0.958910±0.001643 test-auc:0.853074±0.004400 
[4255]  train-auc:0.958927±0.001637 test-auc:0.853078±0.004398 
[4256]  train-auc:0.958933±0.001638 test-auc:0.853077±0.004401 
[4257]  train-auc:0.958939±0.001636 test-auc:0.853080±0.004407 
[4258]  train-auc:0.958951±0.001635 test-auc:0.853083±0.004402 
[4259]  train-auc:0.958960±0.001633 test-auc:0.853081±0.004403 
[4260]  train-auc:0.958969±0.001632 test-auc:0.853079±0.004411 
[4261]  train-auc:0.958987±0.001621 test-auc:0.853092±0.004413 
[4262]  train-auc:0.958994±0.001620 test-auc:0.853089±0.004405 
[4263]  train-auc:0.959006±0.001620 test-auc:0.853089±0.004408 
[4264]  train-auc:0.959016±0.001623 test-auc:0.853096±0.004409 
[4265]  train-auc:0.959024±0.001623 test-auc:0.853093±0.004395 
[4266]  train-auc:0.959031±0.001621 test-auc:0.853083±0.004390 
[4267]  train-auc:0.959041±0.001624 test-auc:0.853088±0.004380 
[4268]  train-auc:0.959049±0.001622 test-auc:0.853091±0.004378 
[4269]  train-auc:0.959055±0.001624 test-auc:0.853091±0.004371 
[4270]  train-auc:0.959062±0.001621 test-auc:0.853082±0.004363 
[4271]  train-auc:0.959071±0.001618 test-auc:0.853078±0.004371 
[4272]  train-auc:0.959085±0.001608 test-auc:0.853069±0.004372 
[4273]  train-auc:0.959090±0.001609 test-auc:0.853067±0.004374 
[4274]  train-auc:0.959098±0.001611 test-auc:0.853067±0.004372 
[4275]  train-auc:0.959112±0.001609 test-auc:0.853076±0.004371 
[4276]  train-auc:0.959120±0.001611 test-auc:0.853077±0.004371 
[4277]  train-auc:0.959131±0.001605 test-auc:0.853070±0.004369 
[4278]  train-auc:0.959142±0.001604 test-auc:0.853062±0.004378 
[4279]  train-auc:0.959150±0.001600 test-auc:0.853068±0.004376 
[4280]  train-auc:0.959162±0.001596 test-auc:0.853078±0.004384 
[4281]  train-auc:0.959167±0.001599 test-auc:0.853070±0.004385 
[4282]  train-auc:0.959173±0.001602 test-auc:0.853067±0.004388 
[4283]  train-auc:0.959180±0.001599 test-auc:0.853069±0.004388 
[4284]  train-auc:0.959192±0.001598 test-auc:0.853071±0.004392 
[4285]  train-auc:0.959207±0.001595 test-auc:0.853077±0.004385 
[4286]  train-auc:0.959214±0.001598 test-auc:0.853076±0.004381 
[4287]  train-auc:0.959220±0.001600 test-auc:0.853082±0.004384 
[4288]  train-auc:0.959240±0.001590 test-auc:0.853086±0.004382 
[4289]  train-auc:0.959246±0.001592 test-auc:0.853093±0.004373 
[4290]  train-auc:0.959255±0.001590 test-auc:0.853095±0.004385 
[4291]  train-auc:0.959264±0.001594 test-auc:0.853096±0.004388 
[4292]  train-auc:0.959269±0.001594 test-auc:0.853089±0.004399 
[4293]  train-auc:0.959277±0.001593 test-auc:0.853090±0.004395 
[4294]  train-auc:0.959285±0.001594 test-auc:0.853090±0.004395 
[4295]  train-auc:0.959297±0.001594 test-auc:0.853083±0.004403 
[4296]  train-auc:0.959312±0.001590 test-auc:0.853097±0.004414 
[4297]  train-auc:0.959319±0.001590 test-auc:0.853099±0.004406 
[4298]  train-auc:0.959324±0.001591 test-auc:0.853104±0.004403 
[4299]  train-auc:0.959330±0.001591 test-auc:0.853108±0.004401 
[4300]  train-auc:0.959337±0.001592 test-auc:0.853108±0.004401 
[4301]  train-auc:0.959344±0.001591 test-auc:0.853104±0.004394 
[4302]  train-auc:0.959357±0.001589 test-auc:0.853101±0.004391 
[4303]  train-auc:0.959364±0.001593 test-auc:0.853105±0.004392 
[4304]  train-auc:0.959374±0.001597 test-auc:0.853099±0.004400 
[4305]  train-auc:0.959382±0.001600 test-auc:0.853110±0.004394 
[4306]  train-auc:0.959395±0.001601 test-auc:0.853117±0.004397 
[4307]  train-auc:0.959401±0.001605 test-auc:0.853121±0.004394 
[4308]  train-auc:0.959409±0.001606 test-auc:0.853112±0.004405 
[4309]  train-auc:0.959419±0.001604 test-auc:0.853112±0.004405 
[4310]  train-auc:0.959432±0.001604 test-auc:0.853117±0.004402 
[4311]  train-auc:0.959439±0.001604 test-auc:0.853113±0.004400 
[4312]  train-auc:0.959445±0.001607 test-auc:0.853114±0.004401 
[4313]  train-auc:0.959467±0.001600 test-auc:0.853130±0.004407 
[4314]  train-auc:0.959477±0.001604 test-auc:0.853128±0.004403 
[4315]  train-auc:0.959487±0.001604 test-auc:0.853137±0.004399 
[4316]  train-auc:0.959491±0.001605 test-auc:0.853133±0.004398 
[4317]  train-auc:0.959503±0.001607 test-auc:0.853140±0.004408 
[4318]  train-auc:0.959513±0.001606 test-auc:0.853141±0.004408 
[4319]  train-auc:0.959524±0.001602 test-auc:0.853143±0.004399 
[4320]  train-auc:0.959536±0.001598 test-auc:0.853148±0.004397 
[4321]  train-auc:0.959543±0.001600 test-auc:0.853154±0.004408 
[4322]  train-auc:0.959552±0.001599 test-auc:0.853149±0.004421 
[4323]  train-auc:0.959561±0.001594 test-auc:0.853157±0.004416 
[4324]  train-auc:0.959568±0.001596 test-auc:0.853159±0.004411 
[4325]  train-auc:0.959577±0.001599 test-auc:0.853156±0.004411 
[4326]  train-auc:0.959579±0.001599 test-auc:0.853160±0.004414 
[4327]  train-auc:0.959586±0.001600 test-auc:0.853165±0.004411 
[4328]  train-auc:0.959592±0.001601 test-auc:0.853168±0.004415 
[4329]  train-auc:0.959600±0.001601 test-auc:0.853164±0.004423 
[4330]  train-auc:0.959605±0.001603 test-auc:0.853157±0.004426 
[4331]  train-auc:0.959616±0.001599 test-auc:0.853149±0.004440 
[4332]  train-auc:0.959622±0.001600 test-auc:0.853153±0.004438 
[4333]  train-auc:0.959629±0.001601 test-auc:0.853157±0.004436 
[4334]  train-auc:0.959637±0.001598 test-auc:0.853155±0.004433 
[4335]  train-auc:0.959643±0.001597 test-auc:0.853152±0.004435 
[4336]  train-auc:0.959654±0.001596 test-auc:0.853161±0.004432 
[4337]  train-auc:0.959660±0.001593 test-auc:0.853163±0.004425 
[4338]  train-auc:0.959670±0.001595 test-auc:0.853168±0.004433 
[4339]  train-auc:0.959677±0.001598 test-auc:0.853176±0.004434 
[4340]  train-auc:0.959684±0.001596 test-auc:0.853186±0.004435 
[4341]  train-auc:0.959687±0.001596 test-auc:0.853182±0.004436 
[4342]  train-auc:0.959695±0.001597 test-auc:0.853184±0.004428 
[4343]  train-auc:0.959704±0.001594 test-auc:0.853173±0.004416 
[4344]  train-auc:0.959710±0.001591 test-auc:0.853181±0.004433 
[4345]  train-auc:0.959725±0.001588 test-auc:0.853186±0.004432 
[4346]  train-auc:0.959740±0.001589 test-auc:0.853192±0.004443 
[4347]  train-auc:0.959746±0.001590 test-auc:0.853192±0.004449 
[4348]  train-auc:0.959753±0.001593 test-auc:0.853200±0.004450 
[4349]  train-auc:0.959761±0.001597 test-auc:0.853206±0.004451 
[4350]  train-auc:0.959765±0.001600 test-auc:0.853205±0.004447 
[4351]  train-auc:0.959776±0.001605 test-auc:0.853208±0.004441 
[4352]  train-auc:0.959787±0.001606 test-auc:0.853202±0.004447 
[4353]  train-auc:0.959792±0.001605 test-auc:0.853200±0.004446 
[4354]  train-auc:0.959800±0.001608 test-auc:0.853200±0.004451 
[4355]  train-auc:0.959810±0.001606 test-auc:0.853204±0.004445 
[4356]  train-auc:0.959820±0.001604 test-auc:0.853201±0.004431 
[4357]  train-auc:0.959825±0.001605 test-auc:0.853203±0.004427 
[4358]  train-auc:0.959832±0.001605 test-auc:0.853204±0.004427 
[4359]  train-auc:0.959844±0.001598 test-auc:0.853209±0.004428 
[4360]  train-auc:0.959853±0.001596 test-auc:0.853200±0.004420 
[4361]  train-auc:0.959857±0.001596 test-auc:0.853200±0.004420 
[4362]  train-auc:0.959865±0.001598 test-auc:0.853199±0.004426 
[4363]  train-auc:0.959868±0.001598 test-auc:0.853190±0.004428 
[4364]  train-auc:0.959874±0.001599 test-auc:0.853191±0.004429 
[4365]  train-auc:0.959881±0.001604 test-auc:0.853194±0.004417 
[4366]  train-auc:0.959888±0.001602 test-auc:0.853200±0.004427 
[4367]  train-auc:0.959895±0.001600 test-auc:0.853200±0.004426 
[4368]  train-auc:0.959904±0.001603 test-auc:0.853211±0.004421 
[4369]  train-auc:0.959912±0.001601 test-auc:0.853211±0.004418 
[4370]  train-auc:0.959920±0.001597 test-auc:0.853210±0.004425 
[4371]  train-auc:0.959932±0.001596 test-auc:0.853220±0.004415 
[4372]  train-auc:0.959940±0.001595 test-auc:0.853221±0.004419 
[4373]  train-auc:0.959950±0.001594 test-auc:0.853219±0.004425 
[4374]  train-auc:0.959955±0.001590 test-auc:0.853224±0.004415 
[4375]  train-auc:0.959962±0.001586 test-auc:0.853228±0.004410 
[4376]  train-auc:0.959973±0.001584 test-auc:0.853229±0.004407 
[4377]  train-auc:0.959984±0.001580 test-auc:0.853225±0.004412 
[4378]  train-auc:0.959992±0.001575 test-auc:0.853237±0.004427 
[4379]  train-auc:0.960000±0.001583 test-auc:0.853243±0.004410 
[4380]  train-auc:0.960007±0.001581 test-auc:0.853237±0.004416 
[4381]  train-auc:0.960014±0.001580 test-auc:0.853243±0.004411 
[4382]  train-auc:0.960025±0.001577 test-auc:0.853254±0.004406 
[4383]  train-auc:0.960032±0.001577 test-auc:0.853249±0.004402 
[4384]  train-auc:0.960041±0.001570 test-auc:0.853257±0.004405 
[4385]  train-auc:0.960048±0.001569 test-auc:0.853265±0.004412 
[4386]  train-auc:0.960052±0.001569 test-auc:0.853262±0.004409 
[4387]  train-auc:0.960057±0.001571 test-auc:0.853264±0.004410 
[4388]  train-auc:0.960062±0.001573 test-auc:0.853251±0.004409 
[4389]  train-auc:0.960070±0.001572 test-auc:0.853249±0.004406 
[4390]  train-auc:0.960079±0.001570 test-auc:0.853258±0.004407 
[4391]  train-auc:0.960089±0.001570 test-auc:0.853268±0.004420 
[4392]  train-auc:0.960098±0.001568 test-auc:0.853264±0.004426 
[4393]  train-auc:0.960103±0.001569 test-auc:0.853268±0.004430 
[4394]  train-auc:0.960108±0.001569 test-auc:0.853268±0.004442 
[4395]  train-auc:0.960116±0.001569 test-auc:0.853270±0.004449 
[4396]  train-auc:0.960122±0.001569 test-auc:0.853258±0.004433 
[4397]  train-auc:0.960129±0.001568 test-auc:0.853270±0.004428 
[4398]  train-auc:0.960135±0.001570 test-auc:0.853272±0.004427 
[4399]  train-auc:0.960141±0.001571 test-auc:0.853276±0.004415 
[4400]  train-auc:0.960147±0.001569 test-auc:0.853287±0.004418 
[4401]  train-auc:0.960157±0.001567 test-auc:0.853284±0.004412 
[4402]  train-auc:0.960172±0.001565 test-auc:0.853300±0.004429 
[4403]  train-auc:0.960179±0.001564 test-auc:0.853303±0.004419 
[4404]  train-auc:0.960189±0.001566 test-auc:0.853307±0.004421 
[4405]  train-auc:0.960199±0.001560 test-auc:0.853312±0.004410 
[4406]  train-auc:0.960210±0.001556 test-auc:0.853318±0.004418 
[4407]  train-auc:0.960225±0.001554 test-auc:0.853329±0.004407 
[4408]  train-auc:0.960234±0.001549 test-auc:0.853334±0.004415 
[4409]  train-auc:0.960240±0.001548 test-auc:0.853336±0.004419 
[4410]  train-auc:0.960246±0.001548 test-auc:0.853332±0.004429 
[4411]  train-auc:0.960254±0.001545 test-auc:0.853338±0.004429 
[4412]  train-auc:0.960259±0.001546 test-auc:0.853339±0.004426 
[4413]  train-auc:0.960266±0.001543 test-auc:0.853345±0.004430 
[4414]  train-auc:0.960276±0.001539 test-auc:0.853343±0.004429 
[4415]  train-auc:0.960285±0.001537 test-auc:0.853347±0.004437 
[4416]  train-auc:0.960295±0.001536 test-auc:0.853351±0.004426 
[4417]  train-auc:0.960303±0.001536 test-auc:0.853354±0.004414 
[4418]  train-auc:0.960312±0.001535 test-auc:0.853357±0.004418 
[4419]  train-auc:0.960321±0.001535 test-auc:0.853360±0.004421 
[4420]  train-auc:0.960340±0.001544 test-auc:0.853358±0.004432 
[4421]  train-auc:0.960348±0.001543 test-auc:0.853364±0.004444 
[4422]  train-auc:0.960352±0.001543 test-auc:0.853365±0.004438 
[4423]  train-auc:0.960359±0.001545 test-auc:0.853365±0.004432 
[4424]  train-auc:0.960366±0.001542 test-auc:0.853375±0.004431 
[4425]  train-auc:0.960372±0.001542 test-auc:0.853385±0.004433 
[4426]  train-auc:0.960383±0.001541 test-auc:0.853387±0.004427 
[4427]  train-auc:0.960391±0.001538 test-auc:0.853386±0.004419 
[4428]  train-auc:0.960402±0.001536 test-auc:0.853386±0.004424 
[4429]  train-auc:0.960409±0.001538 test-auc:0.853397±0.004425 
[4430]  train-auc:0.960422±0.001539 test-auc:0.853399±0.004429 
[4431]  train-auc:0.960435±0.001536 test-auc:0.853407±0.004429 
[4432]  train-auc:0.960441±0.001533 test-auc:0.853410±0.004426 
[4433]  train-auc:0.960447±0.001530 test-auc:0.853418±0.004422 
[4434]  train-auc:0.960453±0.001529 test-auc:0.853416±0.004431 
[4435]  train-auc:0.960460±0.001528 test-auc:0.853418±0.004431 
[4436]  train-auc:0.960469±0.001531 test-auc:0.853416±0.004422 
[4437]  train-auc:0.960476±0.001531 test-auc:0.853420±0.004428 
[4438]  train-auc:0.960482±0.001529 test-auc:0.853418±0.004420 
[4439]  train-auc:0.960503±0.001530 test-auc:0.853433±0.004433 
[4440]  train-auc:0.960511±0.001533 test-auc:0.853438±0.004437 
[4441]  train-auc:0.960521±0.001531 test-auc:0.853438±0.004438 
[4442]  train-auc:0.960527±0.001528 test-auc:0.853440±0.004442 
[4443]  train-auc:0.960535±0.001523 test-auc:0.853442±0.004443 
[4444]  train-auc:0.960545±0.001523 test-auc:0.853450±0.004442 
[4445]  train-auc:0.960553±0.001521 test-auc:0.853445±0.004437 
[4446]  train-auc:0.960562±0.001518 test-auc:0.853451±0.004443 
[4447]  train-auc:0.960571±0.001520 test-auc:0.853456±0.004451 
[4448]  train-auc:0.960578±0.001520 test-auc:0.853465±0.004450 
[4449]  train-auc:0.960585±0.001518 test-auc:0.853466±0.004441 
[4450]  train-auc:0.960590±0.001514 test-auc:0.853468±0.004432 
[4451]  train-auc:0.960596±0.001517 test-auc:0.853470±0.004434 
[4452]  train-auc:0.960606±0.001515 test-auc:0.853471±0.004434 
[4453]  train-auc:0.960615±0.001507 test-auc:0.853462±0.004439 
[4454]  train-auc:0.960623±0.001504 test-auc:0.853454±0.004432 
[4455]  train-auc:0.960637±0.001500 test-auc:0.853450±0.004421 
[4456]  train-auc:0.960647±0.001497 test-auc:0.853462±0.004425 
[4457]  train-auc:0.960665±0.001496 test-auc:0.853466±0.004431 
[4458]  train-auc:0.960670±0.001493 test-auc:0.853465±0.004425 
[4459]  train-auc:0.960676±0.001493 test-auc:0.853464±0.004431 
[4460]  train-auc:0.960688±0.001494 test-auc:0.853464±0.004442 
[4461]  train-auc:0.960697±0.001490 test-auc:0.853467±0.004436 
[4462]  train-auc:0.960702±0.001493 test-auc:0.853470±0.004436 
[4463]  train-auc:0.960714±0.001495 test-auc:0.853481±0.004437 
[4464]  train-auc:0.960723±0.001495 test-auc:0.853473±0.004442 
[4465]  train-auc:0.960730±0.001497 test-auc:0.853480±0.004437 
[4466]  train-auc:0.960744±0.001495 test-auc:0.853472±0.004433 
[4467]  train-auc:0.960757±0.001497 test-auc:0.853475±0.004434 
[4468]  train-auc:0.960768±0.001495 test-auc:0.853482±0.004431 
[4469]  train-auc:0.960781±0.001487 test-auc:0.853488±0.004433 
[4470]  train-auc:0.960788±0.001486 test-auc:0.853488±0.004429 
[4471]  train-auc:0.960792±0.001487 test-auc:0.853497±0.004431 
[4472]  train-auc:0.960799±0.001482 test-auc:0.853498±0.004441 
[4473]  train-auc:0.960810±0.001486 test-auc:0.853502±0.004448 
[4474]  train-auc:0.960826±0.001491 test-auc:0.853499±0.004446 
[4475]  train-auc:0.960834±0.001489 test-auc:0.853502±0.004444 
[4476]  train-auc:0.960841±0.001487 test-auc:0.853499±0.004453 
[4477]  train-auc:0.960851±0.001492 test-auc:0.853504±0.004445 
[4478]  train-auc:0.960861±0.001493 test-auc:0.853506±0.004446 
[4479]  train-auc:0.960875±0.001492 test-auc:0.853501±0.004445 
[4480]  train-auc:0.960882±0.001494 test-auc:0.853499±0.004438 
[4481]  train-auc:0.960890±0.001494 test-auc:0.853510±0.004440 
[4482]  train-auc:0.960892±0.001493 test-auc:0.853511±0.004437 
[4483]  train-auc:0.960903±0.001494 test-auc:0.853526±0.004439 
[4484]  train-auc:0.960910±0.001492 test-auc:0.853522±0.004432 
[4485]  train-auc:0.960922±0.001491 test-auc:0.853528±0.004432 
[4486]  train-auc:0.960930±0.001483 test-auc:0.853527±0.004432 
[4487]  train-auc:0.960940±0.001485 test-auc:0.853536±0.004427 
[4488]  train-auc:0.960951±0.001485 test-auc:0.853541±0.004418 
[4489]  train-auc:0.960966±0.001481 test-auc:0.853555±0.004435 
[4490]  train-auc:0.960973±0.001483 test-auc:0.853555±0.004440 
[4491]  train-auc:0.960980±0.001486 test-auc:0.853557±0.004436 
[4492]  train-auc:0.960989±0.001490 test-auc:0.853558±0.004433 
[4493]  train-auc:0.960996±0.001489 test-auc:0.853554±0.004430 
[4494]  train-auc:0.961003±0.001489 test-auc:0.853553±0.004425 
[4495]  train-auc:0.961013±0.001486 test-auc:0.853546±0.004438 
[4496]  train-auc:0.961019±0.001489 test-auc:0.853544±0.004449 
[4497]  train-auc:0.961026±0.001486 test-auc:0.853540±0.004443 
[4498]  train-auc:0.961040±0.001480 test-auc:0.853552±0.004449 
[4499]  train-auc:0.961045±0.001478 test-auc:0.853551±0.004450 
[4500]  train-auc:0.961052±0.001479 test-auc:0.853553±0.004454 
[4501]  train-auc:0.961064±0.001481 test-auc:0.853553±0.004448 
[4502]  train-auc:0.961082±0.001473 test-auc:0.853559±0.004462 
[4503]  train-auc:0.961091±0.001472 test-auc:0.853546±0.004463 
[4504]  train-auc:0.961101±0.001470 test-auc:0.853553±0.004448 
[4505]  train-auc:0.961108±0.001469 test-auc:0.853556±0.004447 
[4506]  train-auc:0.961123±0.001469 test-auc:0.853557±0.004446 
[4507]  train-auc:0.961130±0.001471 test-auc:0.853548±0.004443 
[4508]  train-auc:0.961138±0.001468 test-auc:0.853545±0.004444 
[4509]  train-auc:0.961149±0.001466 test-auc:0.853545±0.004444 
[4510]  train-auc:0.961162±0.001465 test-auc:0.853545±0.004451 
[4511]  train-auc:0.961170±0.001460 test-auc:0.853543±0.004452 
[4512]  train-auc:0.961182±0.001457 test-auc:0.853555±0.004465 
[4513]  train-auc:0.961192±0.001459 test-auc:0.853568±0.004458 
[4514]  train-auc:0.961200±0.001455 test-auc:0.853568±0.004454 
[4515]  train-auc:0.961206±0.001448 test-auc:0.853566±0.004453 
[4516]  train-auc:0.961216±0.001449 test-auc:0.853574±0.004457 
[4517]  train-auc:0.961231±0.001444 test-auc:0.853581±0.004457 
[4518]  train-auc:0.961243±0.001442 test-auc:0.853587±0.004456 
[4519]  train-auc:0.961255±0.001445 test-auc:0.853596±0.004450 
[4520]  train-auc:0.961267±0.001443 test-auc:0.853595±0.004449 
[4521]  train-auc:0.961280±0.001442 test-auc:0.853600±0.004454 
[4522]  train-auc:0.961294±0.001438 test-auc:0.853618±0.004472 
[4523]  train-auc:0.961302±0.001436 test-auc:0.853619±0.004473 
[4524]  train-auc:0.961312±0.001433 test-auc:0.853629±0.004474 
[4525]  train-auc:0.961318±0.001435 test-auc:0.853626±0.004475 
[4526]  train-auc:0.961322±0.001433 test-auc:0.853619±0.004471 
[4527]  train-auc:0.961336±0.001429 test-auc:0.853609±0.004477 
[4528]  train-auc:0.961347±0.001432 test-auc:0.853618±0.004486 
[4529]  train-auc:0.961364±0.001432 test-auc:0.853619±0.004489 
[4530]  train-auc:0.961371±0.001430 test-auc:0.853624±0.004490 
[4531]  train-auc:0.961379±0.001428 test-auc:0.853630±0.004491 
[4532]  train-auc:0.961391±0.001431 test-auc:0.853641±0.004496 
[4533]  train-auc:0.961402±0.001424 test-auc:0.853643±0.004490 
[4534]  train-auc:0.961419±0.001423 test-auc:0.853633±0.004487 
[4535]  train-auc:0.961432±0.001427 test-auc:0.853645±0.004487 
[4536]  train-auc:0.961447±0.001428 test-auc:0.853648±0.004482 
[4537]  train-auc:0.961462±0.001430 test-auc:0.853659±0.004493 
[4538]  train-auc:0.961472±0.001429 test-auc:0.853673±0.004498 
[4539]  train-auc:0.961482±0.001426 test-auc:0.853678±0.004498 
[4540]  train-auc:0.961495±0.001427 test-auc:0.853687±0.004499 
[4541]  train-auc:0.961503±0.001425 test-auc:0.853698±0.004501 
[4542]  train-auc:0.961514±0.001421 test-auc:0.853688±0.004511 
[4543]  train-auc:0.961522±0.001416 test-auc:0.853695±0.004506 
[4544]  train-auc:0.961531±0.001416 test-auc:0.853703±0.004502 
[4545]  train-auc:0.961539±0.001415 test-auc:0.853706±0.004487 
[4546]  train-auc:0.961551±0.001418 test-auc:0.853711±0.004499 
[4547]  train-auc:0.961557±0.001417 test-auc:0.853707±0.004498 
[4548]  train-auc:0.961565±0.001415 test-auc:0.853710±0.004495 
[4549]  train-auc:0.961569±0.001412 test-auc:0.853713±0.004494 
[4550]  train-auc:0.961572±0.001410 test-auc:0.853710±0.004487 
[4551]  train-auc:0.961583±0.001403 test-auc:0.853713±0.004485 
[4552]  train-auc:0.961590±0.001403 test-auc:0.853711±0.004484 
[4553]  train-auc:0.961598±0.001404 test-auc:0.853716±0.004491 
[4554]  train-auc:0.961603±0.001406 test-auc:0.853722±0.004486 
[4555]  train-auc:0.961611±0.001407 test-auc:0.853728±0.004486 
[4556]  train-auc:0.961621±0.001402 test-auc:0.853729±0.004485 
[4557]  train-auc:0.961631±0.001405 test-auc:0.853736±0.004479 
[4558]  train-auc:0.961637±0.001404 test-auc:0.853728±0.004487 
[4559]  train-auc:0.961645±0.001400 test-auc:0.853737±0.004488 
[4560]  train-auc:0.961653±0.001394 test-auc:0.853740±0.004485 
[4561]  train-auc:0.961660±0.001395 test-auc:0.853739±0.004473 
[4562]  train-auc:0.961665±0.001394 test-auc:0.853732±0.004471 
[4563]  train-auc:0.961674±0.001390 test-auc:0.853743±0.004473 
[4564]  train-auc:0.961686±0.001387 test-auc:0.853756±0.004472 
[4565]  train-auc:0.961693±0.001385 test-auc:0.853755±0.004474 
[4566]  train-auc:0.961703±0.001390 test-auc:0.853761±0.004464 
[4567]  train-auc:0.961714±0.001388 test-auc:0.853764±0.004468 
[4568]  train-auc:0.961724±0.001384 test-auc:0.853776±0.004469 
[4569]  train-auc:0.961733±0.001377 test-auc:0.853786±0.004470 
[4570]  train-auc:0.961738±0.001378 test-auc:0.853788±0.004470 
[4571]  train-auc:0.961754±0.001376 test-auc:0.853799±0.004472 
[4572]  train-auc:0.961761±0.001380 test-auc:0.853792±0.004474 
[4573]  train-auc:0.961774±0.001384 test-auc:0.853799±0.004475 
[4574]  train-auc:0.961778±0.001385 test-auc:0.853805±0.004481 
[4575]  train-auc:0.961786±0.001382 test-auc:0.853801±0.004494 
[4576]  train-auc:0.961793±0.001383 test-auc:0.853808±0.004488 
[4577]  train-auc:0.961802±0.001383 test-auc:0.853810±0.004482 
[4578]  train-auc:0.961811±0.001382 test-auc:0.853816±0.004486 
[4579]  train-auc:0.961819±0.001384 test-auc:0.853817±0.004484 
[4580]  train-auc:0.961824±0.001385 test-auc:0.853816±0.004488 
[4581]  train-auc:0.961831±0.001385 test-auc:0.853818±0.004488 
[4582]  train-auc:0.961842±0.001381 test-auc:0.853812±0.004492 
[4583]  train-auc:0.961853±0.001374 test-auc:0.853818±0.004487 
[4584]  train-auc:0.961861±0.001370 test-auc:0.853820±0.004477 
[4585]  train-auc:0.961870±0.001374 test-auc:0.853819±0.004472 
[4586]  train-auc:0.961880±0.001371 test-auc:0.853820±0.004486 
[4587]  train-auc:0.961887±0.001369 test-auc:0.853820±0.004494 
[4588]  train-auc:0.961896±0.001371 test-auc:0.853822±0.004484 
[4589]  train-auc:0.961903±0.001369 test-auc:0.853833±0.004473 
[4590]  train-auc:0.961911±0.001370 test-auc:0.853838±0.004472 
[4591]  train-auc:0.961916±0.001371 test-auc:0.853839±0.004467 
[4592]  train-auc:0.961926±0.001369 test-auc:0.853843±0.004465 
[4593]  train-auc:0.961935±0.001365 test-auc:0.853851±0.004469 
[4594]  train-auc:0.961944±0.001368 test-auc:0.853848±0.004481 
[4595]  train-auc:0.961952±0.001368 test-auc:0.853847±0.004482 
[4596]  train-auc:0.961965±0.001362 test-auc:0.853858±0.004480 
[4597]  train-auc:0.961978±0.001357 test-auc:0.853872±0.004499 
[4598]  train-auc:0.961988±0.001355 test-auc:0.853873±0.004498 
[4599]  train-auc:0.961998±0.001349 test-auc:0.853884±0.004508 
[4600]  train-auc:0.962005±0.001346 test-auc:0.853885±0.004502 
[4601]  train-auc:0.962014±0.001346 test-auc:0.853888±0.004501 
[4602]  train-auc:0.962027±0.001341 test-auc:0.853896±0.004493 
[4603]  train-auc:0.962034±0.001339 test-auc:0.853900±0.004493 
[4604]  train-auc:0.962044±0.001345 test-auc:0.853911±0.004496 
[4605]  train-auc:0.962052±0.001346 test-auc:0.853903±0.004498 
[4606]  train-auc:0.962060±0.001342 test-auc:0.853898±0.004501 
[4607]  train-auc:0.962076±0.001344 test-auc:0.853913±0.004506 
[4608]  train-auc:0.962084±0.001345 test-auc:0.853914±0.004508 
[4609]  train-auc:0.962093±0.001342 test-auc:0.853923±0.004506 
[4610]  train-auc:0.962104±0.001344 test-auc:0.853936±0.004508 
[4611]  train-auc:0.962119±0.001345 test-auc:0.853943±0.004501 
[4612]  train-auc:0.962129±0.001344 test-auc:0.853944±0.004499 
[4613]  train-auc:0.962140±0.001342 test-auc:0.853943±0.004501 
[4614]  train-auc:0.962147±0.001339 test-auc:0.853946±0.004506 
[4615]  train-auc:0.962156±0.001340 test-auc:0.853947±0.004502 
[4616]  train-auc:0.962166±0.001342 test-auc:0.853956±0.004497 
[4617]  train-auc:0.962173±0.001338 test-auc:0.853954±0.004501 
[4618]  train-auc:0.962179±0.001340 test-auc:0.853958±0.004495 
[4619]  train-auc:0.962193±0.001339 test-auc:0.853967±0.004487 
[4620]  train-auc:0.962201±0.001338 test-auc:0.853968±0.004485 
[4621]  train-auc:0.962208±0.001339 test-auc:0.853965±0.004487 
[4622]  train-auc:0.962217±0.001335 test-auc:0.853988±0.004494 
[4623]  train-auc:0.962219±0.001335 test-auc:0.853995±0.004493 
[4624]  train-auc:0.962223±0.001333 test-auc:0.853994±0.004494 
[4625]  train-auc:0.962231±0.001327 test-auc:0.853994±0.004497 
[4626]  train-auc:0.962240±0.001323 test-auc:0.854006±0.004496 
[4627]  train-auc:0.962249±0.001328 test-auc:0.854001±0.004493 
[4628]  train-auc:0.962254±0.001327 test-auc:0.853997±0.004498 
[4629]  train-auc:0.962259±0.001325 test-auc:0.854005±0.004490 
[4630]  train-auc:0.962267±0.001327 test-auc:0.854015±0.004485 
[4631]  train-auc:0.962278±0.001323 test-auc:0.854010±0.004487 
[4632]  train-auc:0.962283±0.001322 test-auc:0.854015±0.004485 
[4633]  train-auc:0.962292±0.001328 test-auc:0.854028±0.004479 
[4634]  train-auc:0.962303±0.001327 test-auc:0.854030±0.004465 
[4635]  train-auc:0.962313±0.001331 test-auc:0.854028±0.004476 
[4636]  train-auc:0.962321±0.001335 test-auc:0.854030±0.004477 
[4637]  train-auc:0.962326±0.001337 test-auc:0.854030±0.004477 
[4638]  train-auc:0.962334±0.001338 test-auc:0.854032±0.004478 
[4639]  train-auc:0.962338±0.001339 test-auc:0.854026±0.004478 
[4640]  train-auc:0.962344±0.001339 test-auc:0.854036±0.004479 
[4641]  train-auc:0.962352±0.001343 test-auc:0.854042±0.004481 
[4642]  train-auc:0.962361±0.001343 test-auc:0.854048±0.004480 
[4643]  train-auc:0.962370±0.001345 test-auc:0.854048±0.004481 
[4644]  train-auc:0.962374±0.001347 test-auc:0.854038±0.004476 
[4645]  train-auc:0.962379±0.001346 test-auc:0.854049±0.004485 
[4646]  train-auc:0.962387±0.001346 test-auc:0.854046±0.004479 
[4647]  train-auc:0.962392±0.001347 test-auc:0.854046±0.004471 
[4648]  train-auc:0.962398±0.001350 test-auc:0.854045±0.004478 
[4649]  train-auc:0.962405±0.001351 test-auc:0.854051±0.004474 
[4650]  train-auc:0.962408±0.001352 test-auc:0.854056±0.004480 
[4651]  train-auc:0.962414±0.001353 test-auc:0.854065±0.004472 
[4652]  train-auc:0.962419±0.001354 test-auc:0.854067±0.004479 
[4653]  train-auc:0.962424±0.001356 test-auc:0.854066±0.004463 
[4654]  train-auc:0.962428±0.001358 test-auc:0.854073±0.004464 
[4655]  train-auc:0.962433±0.001358 test-auc:0.854075±0.004471 
[4656]  train-auc:0.962438±0.001359 test-auc:0.854076±0.004468 
[4657]  train-auc:0.962448±0.001364 test-auc:0.854073±0.004477 
[4658]  train-auc:0.962459±0.001366 test-auc:0.854078±0.004481 
[4659]  train-auc:0.962466±0.001368 test-auc:0.854081±0.004469 
[4660]  train-auc:0.962473±0.001371 test-auc:0.854078±0.004465 
[4661]  train-auc:0.962482±0.001372 test-auc:0.854086±0.004463 
[4662]  train-auc:0.962489±0.001375 test-auc:0.854091±0.004456 
[4663]  train-auc:0.962497±0.001378 test-auc:0.854100±0.004462 
[4664]  train-auc:0.962502±0.001379 test-auc:0.854105±0.004461 
[4665]  train-auc:0.962509±0.001380 test-auc:0.854109±0.004471 
[4666]  train-auc:0.962519±0.001388 test-auc:0.854123±0.004473 
[4667]  train-auc:0.962524±0.001392 test-auc:0.854127±0.004481 
[4668]  train-auc:0.962530±0.001392 test-auc:0.854123±0.004480 
[4669]  train-auc:0.962537±0.001393 test-auc:0.854124±0.004481 
[4670]  train-auc:0.962547±0.001390 test-auc:0.854127±0.004485 
[4671]  train-auc:0.962552±0.001392 test-auc:0.854133±0.004487 
[4672]  train-auc:0.962559±0.001393 test-auc:0.854135±0.004488 
[4673]  train-auc:0.962565±0.001393 test-auc:0.854138±0.004492 
[4674]  train-auc:0.962569±0.001394 test-auc:0.854142±0.004490 
[4675]  train-auc:0.962578±0.001398 test-auc:0.854146±0.004488 
[4676]  train-auc:0.962588±0.001396 test-auc:0.854147±0.004486 
[4677]  train-auc:0.962598±0.001397 test-auc:0.854151±0.004489 
[4678]  train-auc:0.962606±0.001398 test-auc:0.854155±0.004478 
[4679]  train-auc:0.962615±0.001402 test-auc:0.854158±0.004473 
[4680]  train-auc:0.962628±0.001401 test-auc:0.854158±0.004465 
[4681]  train-auc:0.962641±0.001403 test-auc:0.854166±0.004467 
[4682]  train-auc:0.962649±0.001408 test-auc:0.854160±0.004464 
[4683]  train-auc:0.962660±0.001404 test-auc:0.854173±0.004457 
[4684]  train-auc:0.962665±0.001402 test-auc:0.854173±0.004449 
[4685]  train-auc:0.962672±0.001405 test-auc:0.854180±0.004442 
[4686]  train-auc:0.962684±0.001404 test-auc:0.854180±0.004442 
[4687]  train-auc:0.962692±0.001405 test-auc:0.854187±0.004440 
[4688]  train-auc:0.962698±0.001408 test-auc:0.854173±0.004438 
[4689]  train-auc:0.962709±0.001402 test-auc:0.854184±0.004430 
[4690]  train-auc:0.962713±0.001402 test-auc:0.854189±0.004437 
[4691]  train-auc:0.962720±0.001400 test-auc:0.854196±0.004441 
[4692]  train-auc:0.962731±0.001398 test-auc:0.854200±0.004443 
[4693]  train-auc:0.962749±0.001399 test-auc:0.854214±0.004459 
[4694]  train-auc:0.962756±0.001395 test-auc:0.854215±0.004455 
[4695]  train-auc:0.962769±0.001396 test-auc:0.854209±0.004453 
[4696]  train-auc:0.962775±0.001396 test-auc:0.854213±0.004447 
[4697]  train-auc:0.962785±0.001394 test-auc:0.854219±0.004451 
[4698]  train-auc:0.962790±0.001394 test-auc:0.854221±0.004453 
[4699]  train-auc:0.962797±0.001393 test-auc:0.854217±0.004446 
[4700]  train-auc:0.962802±0.001392 test-auc:0.854215±0.004443 
[4701]  train-auc:0.962814±0.001394 test-auc:0.854212±0.004443 
[4702]  train-auc:0.962826±0.001392 test-auc:0.854212±0.004448 
[4703]  train-auc:0.962837±0.001387 test-auc:0.854217±0.004437 
[4704]  train-auc:0.962842±0.001386 test-auc:0.854218±0.004444 
[4705]  train-auc:0.962848±0.001383 test-auc:0.854217±0.004433 
[4706]  train-auc:0.962853±0.001383 test-auc:0.854210±0.004428 
[4707]  train-auc:0.962858±0.001383 test-auc:0.854207±0.004424 
[4708]  train-auc:0.962866±0.001387 test-auc:0.854213±0.004422 
[4709]  train-auc:0.962873±0.001388 test-auc:0.854217±0.004437 
[4710]  train-auc:0.962881±0.001392 test-auc:0.854213±0.004440 
[4711]  train-auc:0.962890±0.001389 test-auc:0.854230±0.004452 
[4712]  train-auc:0.962900±0.001383 test-auc:0.854232±0.004458 
[4713]  train-auc:0.962907±0.001383 test-auc:0.854239±0.004455 
[4714]  train-auc:0.962914±0.001379 test-auc:0.854233±0.004453 
[4715]  train-auc:0.962930±0.001372 test-auc:0.854249±0.004460 
[4716]  train-auc:0.962949±0.001367 test-auc:0.854258±0.004476 
[4717]  train-auc:0.962957±0.001365 test-auc:0.854253±0.004483 
[4718]  train-auc:0.962963±0.001363 test-auc:0.854249±0.004475 
[4719]  train-auc:0.962969±0.001362 test-auc:0.854252±0.004471 
[4720]  train-auc:0.962978±0.001358 test-auc:0.854258±0.004483 
[4721]  train-auc:0.962987±0.001355 test-auc:0.854266±0.004474 
[4722]  train-auc:0.962994±0.001354 test-auc:0.854255±0.004475 
[4723]  train-auc:0.963004±0.001354 test-auc:0.854265±0.004475 
[4724]  train-auc:0.963012±0.001353 test-auc:0.854255±0.004479 
[4725]  train-auc:0.963025±0.001358 test-auc:0.854252±0.004493 
[4726]  train-auc:0.963041±0.001353 test-auc:0.854263±0.004487 
[4727]  train-auc:0.963046±0.001355 test-auc:0.854268±0.004483 
[4728]  train-auc:0.963052±0.001353 test-auc:0.854270±0.004486 
[4729]  train-auc:0.963058±0.001353 test-auc:0.854275±0.004484 
[4730]  train-auc:0.963066±0.001353 test-auc:0.854283±0.004484 
[4731]  train-auc:0.963071±0.001351 test-auc:0.854288±0.004493 
[4732]  train-auc:0.963078±0.001352 test-auc:0.854283±0.004483 
[4733]  train-auc:0.963086±0.001354 test-auc:0.854278±0.004488 
[4734]  train-auc:0.963096±0.001356 test-auc:0.854293±0.004482 
[4735]  train-auc:0.963111±0.001351 test-auc:0.854309±0.004495 
[4736]  train-auc:0.963115±0.001354 test-auc:0.854302±0.004498 
[4737]  train-auc:0.963121±0.001351 test-auc:0.854310±0.004506 
[4738]  train-auc:0.963136±0.001354 test-auc:0.854307±0.004507 
[4739]  train-auc:0.963144±0.001350 test-auc:0.854313±0.004505 
[4740]  train-auc:0.963152±0.001350 test-auc:0.854308±0.004504 
[4741]  train-auc:0.963157±0.001352 test-auc:0.854301±0.004508 
[4742]  train-auc:0.963165±0.001352 test-auc:0.854308±0.004511 
[4743]  train-auc:0.963173±0.001353 test-auc:0.854304±0.004515 
[4744]  train-auc:0.963183±0.001348 test-auc:0.854307±0.004516 
[4745]  train-auc:0.963190±0.001348 test-auc:0.854309±0.004512 
[4746]  train-auc:0.963200±0.001346 test-auc:0.854325±0.004520 
[4747]  train-auc:0.963205±0.001348 test-auc:0.854334±0.004522 
[4748]  train-auc:0.963215±0.001348 test-auc:0.854336±0.004516 
[4749]  train-auc:0.963225±0.001352 test-auc:0.854341±0.004517 
[4750]  train-auc:0.963232±0.001351 test-auc:0.854348±0.004511 
[4751]  train-auc:0.963236±0.001351 test-auc:0.854356±0.004512 
[4752]  train-auc:0.963248±0.001345 test-auc:0.854354±0.004514 
[4753]  train-auc:0.963255±0.001349 test-auc:0.854357±0.004511 
[4754]  train-auc:0.963270±0.001346 test-auc:0.854358±0.004505 
[4755]  train-auc:0.963276±0.001348 test-auc:0.854355±0.004501 
[4756]  train-auc:0.963282±0.001350 test-auc:0.854359±0.004491 
[4757]  train-auc:0.963289±0.001351 test-auc:0.854365±0.004497 
[4758]  train-auc:0.963297±0.001355 test-auc:0.854359±0.004492 
[4759]  train-auc:0.963302±0.001354 test-auc:0.854357±0.004501 
[4760]  train-auc:0.963311±0.001353 test-auc:0.854365±0.004503 
[4761]  train-auc:0.963323±0.001356 test-auc:0.854373±0.004513 
[4762]  train-auc:0.963329±0.001355 test-auc:0.854370±0.004509 
[4763]  train-auc:0.963337±0.001355 test-auc:0.854362±0.004516 
[4764]  train-auc:0.963343±0.001355 test-auc:0.854365±0.004519 
[4765]  train-auc:0.963350±0.001355 test-auc:0.854365±0.004518 
[4766]  train-auc:0.963356±0.001354 test-auc:0.854366±0.004521 
[4767]  train-auc:0.963359±0.001354 test-auc:0.854367±0.004520 
[4768]  train-auc:0.963365±0.001355 test-auc:0.854365±0.004519 
[4769]  train-auc:0.963370±0.001357 test-auc:0.854369±0.004524 
[4770]  train-auc:0.963376±0.001359 test-auc:0.854358±0.004521 
[4771]  train-auc:0.963386±0.001363 test-auc:0.854358±0.004528 
[4772]  train-auc:0.963392±0.001362 test-auc:0.854353±0.004521 
[4773]  train-auc:0.963398±0.001361 test-auc:0.854363±0.004514 
[4774]  train-auc:0.963409±0.001360 test-auc:0.854359±0.004512 
[4775]  train-auc:0.963413±0.001359 test-auc:0.854356±0.004508 
[4776]  train-auc:0.963420±0.001363 test-auc:0.854350±0.004515 
[4777]  train-auc:0.963426±0.001361 test-auc:0.854358±0.004504 
[4778]  train-auc:0.963439±0.001360 test-auc:0.854365±0.004492 
[4779]  train-auc:0.963443±0.001360 test-auc:0.854362±0.004488 
[4780]  train-auc:0.963456±0.001359 test-auc:0.854378±0.004496 
[4781]  train-auc:0.963459±0.001360 test-auc:0.854370±0.004506 
[4782]  train-auc:0.963464±0.001359 test-auc:0.854367±0.004510 
[4783]  train-auc:0.963470±0.001359 test-auc:0.854364±0.004498 
[4784]  train-auc:0.963475±0.001361 test-auc:0.854365±0.004488 
[4785]  train-auc:0.963484±0.001361 test-auc:0.854364±0.004490 
[4786]  train-auc:0.963491±0.001361 test-auc:0.854363±0.004493 
[4787]  train-auc:0.963497±0.001362 test-auc:0.854368±0.004491 
[4788]  train-auc:0.963511±0.001364 test-auc:0.854374±0.004505 
[4789]  train-auc:0.963521±0.001363 test-auc:0.854380±0.004505 
[4790]  train-auc:0.963527±0.001360 test-auc:0.854392±0.004509 
[4791]  train-auc:0.963539±0.001353 test-auc:0.854398±0.004528 
[4792]  train-auc:0.963549±0.001349 test-auc:0.854398±0.004534 
[4793]  train-auc:0.963561±0.001348 test-auc:0.854411±0.004539 
[4794]  train-auc:0.963569±0.001352 test-auc:0.854419±0.004543 
[4795]  train-auc:0.963580±0.001351 test-auc:0.854429±0.004549 
[4796]  train-auc:0.963583±0.001354 test-auc:0.854431±0.004547 
[4797]  train-auc:0.963590±0.001354 test-auc:0.854428±0.004553 
[4798]  train-auc:0.963601±0.001352 test-auc:0.854439±0.004559 
[4799]  train-auc:0.963613±0.001351 test-auc:0.854449±0.004560 
[4800]  train-auc:0.963618±0.001350 test-auc:0.854451±0.004564 
[4801]  train-auc:0.963624±0.001349 test-auc:0.854460±0.004560 
[4802]  train-auc:0.963630±0.001346 test-auc:0.854465±0.004573 
[4803]  train-auc:0.963636±0.001344 test-auc:0.854462±0.004570 
[4804]  train-auc:0.963640±0.001348 test-auc:0.854475±0.004574 
[4805]  train-auc:0.963651±0.001349 test-auc:0.854476±0.004580 
[4806]  train-auc:0.963658±0.001353 test-auc:0.854475±0.004577 
[4807]  train-auc:0.963669±0.001350 test-auc:0.854463±0.004579 
[4808]  train-auc:0.963677±0.001354 test-auc:0.854465±0.004579 
[4809]  train-auc:0.963684±0.001352 test-auc:0.854476±0.004585 
[4810]  train-auc:0.963691±0.001352 test-auc:0.854475±0.004596 
[4811]  train-auc:0.963700±0.001352 test-auc:0.854476±0.004598 
[4812]  train-auc:0.963707±0.001356 test-auc:0.854473±0.004595 
[4813]  train-auc:0.963715±0.001354 test-auc:0.854472±0.004597 
[4814]  train-auc:0.963721±0.001352 test-auc:0.854477±0.004592 
[4815]  train-auc:0.963732±0.001355 test-auc:0.854480±0.004595 
[4816]  train-auc:0.963738±0.001354 test-auc:0.854478±0.004593 
[4817]  train-auc:0.963748±0.001362 test-auc:0.854477±0.004589 
[4818]  train-auc:0.963757±0.001363 test-auc:0.854483±0.004590 
[4819]  train-auc:0.963764±0.001362 test-auc:0.854481±0.004580 
[4820]  train-auc:0.963769±0.001363 test-auc:0.854490±0.004585 
[4821]  train-auc:0.963775±0.001366 test-auc:0.854498±0.004589 
[4822]  train-auc:0.963783±0.001369 test-auc:0.854491±0.004596 
[4823]  train-auc:0.963793±0.001374 test-auc:0.854490±0.004597 
[4824]  train-auc:0.963808±0.001385 test-auc:0.854491±0.004600 
[4825]  train-auc:0.963813±0.001386 test-auc:0.854502±0.004603 
[4826]  train-auc:0.963821±0.001387 test-auc:0.854503±0.004600 
[4827]  train-auc:0.963830±0.001384 test-auc:0.854501±0.004591 
[4828]  train-auc:0.963832±0.001385 test-auc:0.854502±0.004587 
[4829]  train-auc:0.963839±0.001386 test-auc:0.854497±0.004599 
[4830]  train-auc:0.963844±0.001386 test-auc:0.854497±0.004596 
[4831]  train-auc:0.963850±0.001384 test-auc:0.854507±0.004587 
[4832]  train-auc:0.963855±0.001384 test-auc:0.854509±0.004586 
[4833]  train-auc:0.963862±0.001387 test-auc:0.854501±0.004585 
[4834]  train-auc:0.963871±0.001389 test-auc:0.854501±0.004591 
[4835]  train-auc:0.963878±0.001391 test-auc:0.854507±0.004599 
[4836]  train-auc:0.963883±0.001392 test-auc:0.854513±0.004604 
[4837]  train-auc:0.963887±0.001392 test-auc:0.854510±0.004603 
[4838]  train-auc:0.963897±0.001399 test-auc:0.854506±0.004608 
[4839]  train-auc:0.963905±0.001393 test-auc:0.854511±0.004602 
[4840]  train-auc:0.963913±0.001390 test-auc:0.854511±0.004604 
[4841]  train-auc:0.963917±0.001391 test-auc:0.854511±0.004606 
[4842]  train-auc:0.963930±0.001393 test-auc:0.854509±0.004603 
[4843]  train-auc:0.963941±0.001399 test-auc:0.854517±0.004607 
[4844]  train-auc:0.963948±0.001399 test-auc:0.854518±0.004597 
[4845]  train-auc:0.963953±0.001399 test-auc:0.854519±0.004604 
[4846]  train-auc:0.963962±0.001401 test-auc:0.854520±0.004600 
[4847]  train-auc:0.963970±0.001402 test-auc:0.854530±0.004593 
[4848]  train-auc:0.963979±0.001400 test-auc:0.854534±0.004598 
[4849]  train-auc:0.963984±0.001403 test-auc:0.854536±0.004597 
[4850]  train-auc:0.963991±0.001402 test-auc:0.854540±0.004603 
[4851]  train-auc:0.963997±0.001401 test-auc:0.854537±0.004606 
[4852]  train-auc:0.964006±0.001403 test-auc:0.854545±0.004607 
[4853]  train-auc:0.964012±0.001402 test-auc:0.854542±0.004608 
[4854]  train-auc:0.964016±0.001404 test-auc:0.854540±0.004616 
[4855]  train-auc:0.964022±0.001403 test-auc:0.854549±0.004619 
[4856]  train-auc:0.964031±0.001400 test-auc:0.854557±0.004624 
[4857]  train-auc:0.964036±0.001398 test-auc:0.854555±0.004630 
[4858]  train-auc:0.964045±0.001398 test-auc:0.854551±0.004637 
[4859]  train-auc:0.964051±0.001395 test-auc:0.854550±0.004629 
[4860]  train-auc:0.964058±0.001392 test-auc:0.854552±0.004631 
[4861]  train-auc:0.964064±0.001392 test-auc:0.854555±0.004632 
[4862]  train-auc:0.964068±0.001395 test-auc:0.854564±0.004627 
[4863]  train-auc:0.964078±0.001395 test-auc:0.854571±0.004623 
[4864]  train-auc:0.964084±0.001396 test-auc:0.854569±0.004624 
[4865]  train-auc:0.964090±0.001397 test-auc:0.854574±0.004634 
[4866]  train-auc:0.964096±0.001395 test-auc:0.854573±0.004631 
[4867]  train-auc:0.964107±0.001393 test-auc:0.854577±0.004640 
[4868]  train-auc:0.964110±0.001395 test-auc:0.854571±0.004650 
[4869]  train-auc:0.964120±0.001398 test-auc:0.854576±0.004651 
[4870]  train-auc:0.964126±0.001399 test-auc:0.854572±0.004643 
[4871]  train-auc:0.964131±0.001398 test-auc:0.854575±0.004657 
[4872]  train-auc:0.964144±0.001407 test-auc:0.854575±0.004652 
[4873]  train-auc:0.964153±0.001404 test-auc:0.854580±0.004668 
[4874]  train-auc:0.964167±0.001407 test-auc:0.854572±0.004680 
[4875]  train-auc:0.964173±0.001405 test-auc:0.854576±0.004677 
[4876]  train-auc:0.964182±0.001403 test-auc:0.854580±0.004682 
[4877]  train-auc:0.964187±0.001406 test-auc:0.854584±0.004680 
[4878]  train-auc:0.964193±0.001408 test-auc:0.854584±0.004683 
[4879]  train-auc:0.964199±0.001410 test-auc:0.854583±0.004677 
[4880]  train-auc:0.964206±0.001412 test-auc:0.854582±0.004677 
[4881]  train-auc:0.964213±0.001415 test-auc:0.854572±0.004682 
[4882]  train-auc:0.964223±0.001414 test-auc:0.854577±0.004679 
[4883]  train-auc:0.964230±0.001417 test-auc:0.854572±0.004688 
[4884]  train-auc:0.964236±0.001415 test-auc:0.854573±0.004685 
[4885]  train-auc:0.964242±0.001414 test-auc:0.854573±0.004686 
[4886]  train-auc:0.964248±0.001413 test-auc:0.854567±0.004688 
[4887]  train-auc:0.964257±0.001418 test-auc:0.854556±0.004682 
[4888]  train-auc:0.964267±0.001420 test-auc:0.854552±0.004684 
[4889]  train-auc:0.964276±0.001425 test-auc:0.854563±0.004699 
[4890]  train-auc:0.964280±0.001426 test-auc:0.854567±0.004711 
[4891]  train-auc:0.964287±0.001426 test-auc:0.854569±0.004716 
[4892]  train-auc:0.964296±0.001421 test-auc:0.854570±0.004719 
[4893]  train-auc:0.964306±0.001421 test-auc:0.854580±0.004721 
[4894]  train-auc:0.964310±0.001422 test-auc:0.854585±0.004719 
[4895]  train-auc:0.964316±0.001422 test-auc:0.854580±0.004720 
[4896]  train-auc:0.964321±0.001420 test-auc:0.854578±0.004715 
[4897]  train-auc:0.964329±0.001423 test-auc:0.854586±0.004719 
[4898]  train-auc:0.964335±0.001425 test-auc:0.854599±0.004718 
[4899]  train-auc:0.964342±0.001425 test-auc:0.854594±0.004715 
[4900]  train-auc:0.964350±0.001429 test-auc:0.854598±0.004711 
[4901]  train-auc:0.964359±0.001431 test-auc:0.854593±0.004720 
[4902]  train-auc:0.964364±0.001433 test-auc:0.854581±0.004724 
[4903]  train-auc:0.964370±0.001437 test-auc:0.854579±0.004718 
[4904]  train-auc:0.964376±0.001439 test-auc:0.854582±0.004718 
[4905]  train-auc:0.964382±0.001443 test-auc:0.854572±0.004718 
[4906]  train-auc:0.964394±0.001445 test-auc:0.854575±0.004728 
[4907]  train-auc:0.964398±0.001445 test-auc:0.854568±0.004714 
[4908]  train-auc:0.964405±0.001447 test-auc:0.854574±0.004714 
[4909]  train-auc:0.964411±0.001447 test-auc:0.854582±0.004713 
[4910]  train-auc:0.964416±0.001451 test-auc:0.854577±0.004721 
[4911]  train-auc:0.964424±0.001452 test-auc:0.854579±0.004729 
[4912]  train-auc:0.964426±0.001450 test-auc:0.854587±0.004729 
[4913]  train-auc:0.964433±0.001449 test-auc:0.854593±0.004738 
[4914]  train-auc:0.964442±0.001452 test-auc:0.854592±0.004738 
[4915]  train-auc:0.964449±0.001452 test-auc:0.854604±0.004745 
[4916]  train-auc:0.964454±0.001451 test-auc:0.854601±0.004752 
[4917]  train-auc:0.964461±0.001452 test-auc:0.854597±0.004753 
[4918]  train-auc:0.964467±0.001456 test-auc:0.854605±0.004755 
[4919]  train-auc:0.964473±0.001458 test-auc:0.854602±0.004745 
[4920]  train-auc:0.964481±0.001457 test-auc:0.854603±0.004756 
[4921]  train-auc:0.964489±0.001459 test-auc:0.854604±0.004754 
[4922]  train-auc:0.964496±0.001461 test-auc:0.854612±0.004757 
[4923]  train-auc:0.964501±0.001460 test-auc:0.854623±0.004766 
[4924]  train-auc:0.964512±0.001459 test-auc:0.854625±0.004776 
[4925]  train-auc:0.964516±0.001458 test-auc:0.854625±0.004778 
[4926]  train-auc:0.964520±0.001459 test-auc:0.854617±0.004773 
[4927]  train-auc:0.964528±0.001462 test-auc:0.854616±0.004787 
[4928]  train-auc:0.964533±0.001462 test-auc:0.854624±0.004790 
[4929]  train-auc:0.964544±0.001461 test-auc:0.854611±0.004786 
[4930]  train-auc:0.964549±0.001461 test-auc:0.854620±0.004789 
[4931]  train-auc:0.964554±0.001462 test-auc:0.854627±0.004789 
[4932]  train-auc:0.964560±0.001466 test-auc:0.854625±0.004801 
[4933]  train-auc:0.964572±0.001464 test-auc:0.854625±0.004801 
[4934]  train-auc:0.964575±0.001463 test-auc:0.854636±0.004796 
[4935]  train-auc:0.964585±0.001460 test-auc:0.854635±0.004797 
[4936]  train-auc:0.964593±0.001459 test-auc:0.854635±0.004795 
[4937]  train-auc:0.964603±0.001458 test-auc:0.854647±0.004798 
[4938]  train-auc:0.964612±0.001457 test-auc:0.854652±0.004800 
[4939]  train-auc:0.964620±0.001456 test-auc:0.854646±0.004815 
[4940]  train-auc:0.964634±0.001455 test-auc:0.854639±0.004814 
[4941]  train-auc:0.964638±0.001456 test-auc:0.854642±0.004816 
[4942]  train-auc:0.964645±0.001452 test-auc:0.854651±0.004813 
[4943]  train-auc:0.964649±0.001455 test-auc:0.854651±0.004816 
[4944]  train-auc:0.964654±0.001456 test-auc:0.854648±0.004804 
[4945]  train-auc:0.964659±0.001458 test-auc:0.854644±0.004803 
[4946]  train-auc:0.964664±0.001459 test-auc:0.854645±0.004803 
[4947]  train-auc:0.964675±0.001458 test-auc:0.854648±0.004813 
[4948]  train-auc:0.964686±0.001460 test-auc:0.854653±0.004818 
[4949]  train-auc:0.964694±0.001458 test-auc:0.854653±0.004816 
[4950]  train-auc:0.964700±0.001456 test-auc:0.854658±0.004824 
[4951]  train-auc:0.964711±0.001452 test-auc:0.854654±0.004806 
[4952]  train-auc:0.964716±0.001450 test-auc:0.854651±0.004802 
[4953]  train-auc:0.964723±0.001450 test-auc:0.854646±0.004806 
[4954]  train-auc:0.964728±0.001452 test-auc:0.854647±0.004800 
[4955]  train-auc:0.964734±0.001452 test-auc:0.854644±0.004804 
[4956]  train-auc:0.964737±0.001453 test-auc:0.854646±0.004802 
[4957]  train-auc:0.964740±0.001453 test-auc:0.854647±0.004806 
[4958]  train-auc:0.964745±0.001453 test-auc:0.854651±0.004804 
[4959]  train-auc:0.964751±0.001452 test-auc:0.854656±0.004793 
[4960]  train-auc:0.964755±0.001455 test-auc:0.854660±0.004798 
[4961]  train-auc:0.964760±0.001456 test-auc:0.854654±0.004803 
[4962]  train-auc:0.964762±0.001456 test-auc:0.854656±0.004802 
[4963]  train-auc:0.964765±0.001456 test-auc:0.854655±0.004804 
[4964]  train-auc:0.964770±0.001458 test-auc:0.854658±0.004809 
[4965]  train-auc:0.964776±0.001457 test-auc:0.854669±0.004812 
[4966]  train-auc:0.964784±0.001455 test-auc:0.854660±0.004814 
[4967]  train-auc:0.964794±0.001452 test-auc:0.854666±0.004809 
[4968]  train-auc:0.964798±0.001453 test-auc:0.854661±0.004813 
[4969]  train-auc:0.964800±0.001453 test-auc:0.854663±0.004816 
[4970]  train-auc:0.964805±0.001453 test-auc:0.854669±0.004812 
[4971]  train-auc:0.964811±0.001455 test-auc:0.854658±0.004811 
[4972]  train-auc:0.964818±0.001455 test-auc:0.854662±0.004815 
[4973]  train-auc:0.964825±0.001457 test-auc:0.854665±0.004820 
[4974]  train-auc:0.964834±0.001464 test-auc:0.854668±0.004821 
[4975]  train-auc:0.964839±0.001465 test-auc:0.854669±0.004815 
[4976]  train-auc:0.964849±0.001473 test-auc:0.854667±0.004814 
[4977]  train-auc:0.964861±0.001476 test-auc:0.854682±0.004816 
[4978]  train-auc:0.964870±0.001474 test-auc:0.854694±0.004823 
[4979]  train-auc:0.964878±0.001476 test-auc:0.854694±0.004830 
[4980]  train-auc:0.964884±0.001474 test-auc:0.854691±0.004831 
[4981]  train-auc:0.964888±0.001471 test-auc:0.854691±0.004821 
[4982]  train-auc:0.964892±0.001470 test-auc:0.854687±0.004836 
[4983]  train-auc:0.964897±0.001470 test-auc:0.854694±0.004834 
[4984]  train-auc:0.964900±0.001470 test-auc:0.854693±0.004830 
[4985]  train-auc:0.964905±0.001470 test-auc:0.854685±0.004825 
[4986]  train-auc:0.964912±0.001466 test-auc:0.854688±0.004842 
[4987]  train-auc:0.964915±0.001466 test-auc:0.854685±0.004837 
[4988]  train-auc:0.964921±0.001461 test-auc:0.854684±0.004838 
[4989]  train-auc:0.964922±0.001462 test-auc:0.854676±0.004838 
[4990]  train-auc:0.964930±0.001463 test-auc:0.854676±0.004848 
[4991]  train-auc:0.964939±0.001461 test-auc:0.854676±0.004844 
[4992]  train-auc:0.964945±0.001460 test-auc:0.854677±0.004854 
[4993]  train-auc:0.964955±0.001464 test-auc:0.854681±0.004857 
[4994]  train-auc:0.964965±0.001465 test-auc:0.854690±0.004865 
[4995]  train-auc:0.964970±0.001465 test-auc:0.854689±0.004862 
[4996]  train-auc:0.964975±0.001463 test-auc:0.854689±0.004869 
[4997]  train-auc:0.964981±0.001459 test-auc:0.854688±0.004867 
[4998]  train-auc:0.964985±0.001461 test-auc:0.854678±0.004867 
[4999]  train-auc:0.964989±0.001461 test-auc:0.854679±0.004863 
[5000]  train-auc:0.964992±0.001460 test-auc:0.854674±0.004866 
[5001]  train-auc:0.964997±0.001458 test-auc:0.854672±0.004869 
[5002]  train-auc:0.965005±0.001459 test-auc:0.854663±0.004865 
[5003]  train-auc:0.965010±0.001458 test-auc:0.854662±0.004877 
[5004]  train-auc:0.965015±0.001457 test-auc:0.854666±0.004883 
[5005]  train-auc:0.965017±0.001457 test-auc:0.854663±0.004886 
[5006]  train-auc:0.965025±0.001459 test-auc:0.854667±0.004889 
[5007]  train-auc:0.965033±0.001454 test-auc:0.854667±0.004907 
[5008]  train-auc:0.965035±0.001455 test-auc:0.854662±0.004905 
[5009]  train-auc:0.965042±0.001460 test-auc:0.854655±0.004898 
[5010]  train-auc:0.965050±0.001458 test-auc:0.854662±0.004888 
[5011]  train-auc:0.965054±0.001457 test-auc:0.854667±0.004885 
[5012]  train-auc:0.965060±0.001455 test-auc:0.854665±0.004891 
[5013]  train-auc:0.965065±0.001453 test-auc:0.854668±0.004879 
[5014]  train-auc:0.965071±0.001454 test-auc:0.854669±0.004878 
[5015]  train-auc:0.965077±0.001457 test-auc:0.854665±0.004875 
[5016]  train-auc:0.965084±0.001457 test-auc:0.854669±0.004874 
[5017]  train-auc:0.965090±0.001456 test-auc:0.854666±0.004877 
[5018]  train-auc:0.965095±0.001454 test-auc:0.854661±0.004880 
[5019]  train-auc:0.965107±0.001449 test-auc:0.854666±0.004882 
[5020]  train-auc:0.965114±0.001448 test-auc:0.854669±0.004879 
[5021]  train-auc:0.965119±0.001448 test-auc:0.854669±0.004886 
[5022]  train-auc:0.965123±0.001448 test-auc:0.854663±0.004881 
[5023]  train-auc:0.965130±0.001455 test-auc:0.854659±0.004877 
[5024]  train-auc:0.965137±0.001455 test-auc:0.854660±0.004880 
[5025]  train-auc:0.965143±0.001453 test-auc:0.854663±0.004873 
[5026]  train-auc:0.965148±0.001456 test-auc:0.854666±0.004866 
[5027]  train-auc:0.965154±0.001457 test-auc:0.854666±0.004864 
[5028]  train-auc:0.965160±0.001455 test-auc:0.854662±0.004868 
[5029]  train-auc:0.965173±0.001460 test-auc:0.854671±0.004870 
[5030]  train-auc:0.965183±0.001457 test-auc:0.854676±0.004874 
[5031]  train-auc:0.965188±0.001458 test-auc:0.854669±0.004877 
[5032]  train-auc:0.965194±0.001458 test-auc:0.854670±0.004870 
[5033]  train-auc:0.965203±0.001459 test-auc:0.854668±0.004868 
[5034]  train-auc:0.965205±0.001459 test-auc:0.854671±0.004869 
[5035]  train-auc:0.965211±0.001460 test-auc:0.854668±0.004873 
[5036]  train-auc:0.965213±0.001461 test-auc:0.854662±0.004873 
[5037]  train-auc:0.965230±0.001463 test-auc:0.854675±0.004874 
[5038]  train-auc:0.965236±0.001465 test-auc:0.854676±0.004875 
[5039]  train-auc:0.965245±0.001469 test-auc:0.854678±0.004880 
[5040]  train-auc:0.965253±0.001466 test-auc:0.854677±0.004880 
[5041]  train-auc:0.965255±0.001467 test-auc:0.854679±0.004880 
[5042]  train-auc:0.965265±0.001466 test-auc:0.854686±0.004882 
[5043]  train-auc:0.965269±0.001466 test-auc:0.854684±0.004883 
[5044]  train-auc:0.965273±0.001465 test-auc:0.854683±0.004892 
[5045]  train-auc:0.965288±0.001465 test-auc:0.854691±0.004881 
[5046]  train-auc:0.965301±0.001468 test-auc:0.854692±0.004875 
[5047]  train-auc:0.965303±0.001467 test-auc:0.854684±0.004878 
[5048]  train-auc:0.965307±0.001469 test-auc:0.854690±0.004874 
[5049]  train-auc:0.965312±0.001467 test-auc:0.854697±0.004877 
[5050]  train-auc:0.965319±0.001465 test-auc:0.854701±0.004881 
[5051]  train-auc:0.965323±0.001464 test-auc:0.854692±0.004890 
[5052]  train-auc:0.965327±0.001467 test-auc:0.854684±0.004887 
[5053]  train-auc:0.965342±0.001459 test-auc:0.854689±0.004871 
[5054]  train-auc:0.965347±0.001460 test-auc:0.854693±0.004875 
[5055]  train-auc:0.965355±0.001456 test-auc:0.854696±0.004878 
[5056]  train-auc:0.965359±0.001458 test-auc:0.854693±0.004877 
[5057]  train-auc:0.965365±0.001458 test-auc:0.854693±0.004883 
[5058]  train-auc:0.965369±0.001456 test-auc:0.854686±0.004887 
[5059]  train-auc:0.965373±0.001454 test-auc:0.854692±0.004883 
[5060]  train-auc:0.965376±0.001455 test-auc:0.854687±0.004886 
[5061]  train-auc:0.965380±0.001456 test-auc:0.854691±0.004883 
[5062]  train-auc:0.965387±0.001455 test-auc:0.854687±0.004883 
[5063]  train-auc:0.965392±0.001459 test-auc:0.854687±0.004880 
[5064]  train-auc:0.965402±0.001459 test-auc:0.854691±0.004879 
[5065]  train-auc:0.965406±0.001463 test-auc:0.854698±0.004875 
[5066]  train-auc:0.965412±0.001460 test-auc:0.854705±0.004880 
[5067]  train-auc:0.965416±0.001458 test-auc:0.854699±0.004881 
[5068]  train-auc:0.965424±0.001457 test-auc:0.854698±0.004884 
[5069]  train-auc:0.965429±0.001455 test-auc:0.854694±0.004886 
[5070]  train-auc:0.965432±0.001452 test-auc:0.854692±0.004891 
[5071]  train-auc:0.965436±0.001454 test-auc:0.854693±0.004889 
[5072]  train-auc:0.965443±0.001453 test-auc:0.854695±0.004893 
[5073]  train-auc:0.965447±0.001454 test-auc:0.854705±0.004893 
[5074]  train-auc:0.965452±0.001456 test-auc:0.854699±0.004894 
[5075]  train-auc:0.965459±0.001457 test-auc:0.854697±0.004891 
[5076]  train-auc:0.965464±0.001459 test-auc:0.854696±0.004890 
[5077]  train-auc:0.965467±0.001460 test-auc:0.854700±0.004893 
[5078]  train-auc:0.965474±0.001463 test-auc:0.854704±0.004896 
[5079]  train-auc:0.965477±0.001461 test-auc:0.854709±0.004892 
[5080]  train-auc:0.965479±0.001462 test-auc:0.854704±0.004895 
[5081]  train-auc:0.965488±0.001462 test-auc:0.854694±0.004891 
[5082]  train-auc:0.965492±0.001463 test-auc:0.854696±0.004894 
[5083]  train-auc:0.965496±0.001463 test-auc:0.854701±0.004901 
[5084]  train-auc:0.965500±0.001461 test-auc:0.854694±0.004893 
[5085]  train-auc:0.965504±0.001459 test-auc:0.854699±0.004901 
[5086]  train-auc:0.965508±0.001460 test-auc:0.854694±0.004897 
[5087]  train-auc:0.965516±0.001461 test-auc:0.854700±0.004912 
[5088]  train-auc:0.965520±0.001463 test-auc:0.854693±0.004912 
[5089]  train-auc:0.965527±0.001456 test-auc:0.854699±0.004917 
[5090]  train-auc:0.965531±0.001459 test-auc:0.854687±0.004913 
[5091]  train-auc:0.965541±0.001460 test-auc:0.854690±0.004903 
[5092]  train-auc:0.965546±0.001461 test-auc:0.854687±0.004914 
[5093]  train-auc:0.965555±0.001460 test-auc:0.854692±0.004918 
[5094]  train-auc:0.965560±0.001457 test-auc:0.854697±0.004918 
[5095]  train-auc:0.965563±0.001456 test-auc:0.854690±0.004917 
[5096]  train-auc:0.965570±0.001453 test-auc:0.854694±0.004928 
[5097]  train-auc:0.965573±0.001454 test-auc:0.854699±0.004922 
[5098]  train-auc:0.965583±0.001450 test-auc:0.854704±0.004920 
[5099]  train-auc:0.965587±0.001453 test-auc:0.854703±0.004926 
[5100]  train-auc:0.965592±0.001456 test-auc:0.854706±0.004925 
[5101]  train-auc:0.965606±0.001448 test-auc:0.854702±0.004923 
[5102]  train-auc:0.965614±0.001447 test-auc:0.854707±0.004931 
[5103]  train-auc:0.965617±0.001448 test-auc:0.854707±0.004936 
[5104]  train-auc:0.965619±0.001448 test-auc:0.854702±0.004933 
[5105]  train-auc:0.965623±0.001451 test-auc:0.854705±0.004929 
[5106]  train-auc:0.965628±0.001448 test-auc:0.854712±0.004928 
[5107]  train-auc:0.965633±0.001449 test-auc:0.854706±0.004929 
[5108]  train-auc:0.965638±0.001451 test-auc:0.854706±0.004930 
[5109]  train-auc:0.965644±0.001451 test-auc:0.854698±0.004930 
[5110]  train-auc:0.965652±0.001452 test-auc:0.854703±0.004942 
[5111]  train-auc:0.965662±0.001451 test-auc:0.854702±0.004950 
[5112]  train-auc:0.965670±0.001452 test-auc:0.854701±0.004955 
[5113]  train-auc:0.965676±0.001451 test-auc:0.854703±0.004956 
[5114]  train-auc:0.965682±0.001452 test-auc:0.854707±0.004958 
[5115]  train-auc:0.965686±0.001451 test-auc:0.854707±0.004954 
[5116]  train-auc:0.965691±0.001456 test-auc:0.854711±0.004952 
[5117]  train-auc:0.965700±0.001462 test-auc:0.854703±0.004947 
[5118]  train-auc:0.965708±0.001457 test-auc:0.854707±0.004950 
[5119]  train-auc:0.965718±0.001456 test-auc:0.854711±0.004964 
[5120]  train-auc:0.965730±0.001459 test-auc:0.854714±0.004957 
[5121]  train-auc:0.965734±0.001456 test-auc:0.854709±0.004967 
[5122]  train-auc:0.965742±0.001451 test-auc:0.854722±0.004964 
[5123]  train-auc:0.965747±0.001453 test-auc:0.854720±0.004960 
[5124]  train-auc:0.965752±0.001455 test-auc:0.854715±0.004972 
[5125]  train-auc:0.965762±0.001447 test-auc:0.854711±0.004973 
[5126]  train-auc:0.965768±0.001448 test-auc:0.854707±0.004984 
[5127]  train-auc:0.965777±0.001448 test-auc:0.854705±0.004988 
[5128]  train-auc:0.965784±0.001443 test-auc:0.854713±0.004981 
[5129]  train-auc:0.965787±0.001443 test-auc:0.854707±0.004986 
[5130]  train-auc:0.965794±0.001439 test-auc:0.854710±0.004987 
[5131]  train-auc:0.965802±0.001439 test-auc:0.854709±0.004996 
[5132]  train-auc:0.965810±0.001437 test-auc:0.854713±0.004993 
[5133]  train-auc:0.965817±0.001431 test-auc:0.854708±0.004994 
[5134]  train-auc:0.965826±0.001433 test-auc:0.854708±0.005000 
[5135]  train-auc:0.965833±0.001432 test-auc:0.854714±0.005014 
[5136]  train-auc:0.965839±0.001432 test-auc:0.854717±0.005005 
[5137]  train-auc:0.965848±0.001432 test-auc:0.854719±0.004997 
[5138]  train-auc:0.965853±0.001431 test-auc:0.854714±0.005003 
[5139]  train-auc:0.965866±0.001428 test-auc:0.854726±0.004998 
[5140]  train-auc:0.965871±0.001429 test-auc:0.854734±0.004996 
[5141]  train-auc:0.965877±0.001427 test-auc:0.854732±0.004994 
[5142]  train-auc:0.965881±0.001426 test-auc:0.854737±0.005000 
[5143]  train-auc:0.965888±0.001427 test-auc:0.854743±0.005001 
[5144]  train-auc:0.965893±0.001425 test-auc:0.854750±0.005008 
[5145]  train-auc:0.965900±0.001423 test-auc:0.854763±0.005014 
[5146]  train-auc:0.965905±0.001424 test-auc:0.854759±0.005008 
[5147]  train-auc:0.965912±0.001420 test-auc:0.854757±0.005013 
[5148]  train-auc:0.965916±0.001419 test-auc:0.854760±0.005015 
[5149]  train-auc:0.965922±0.001417 test-auc:0.854753±0.005015 
[5150]  train-auc:0.965925±0.001415 test-auc:0.854762±0.005013 
[5151]  train-auc:0.965934±0.001415 test-auc:0.854766±0.005017 
[5152]  train-auc:0.965941±0.001413 test-auc:0.854766±0.005011 
[5153]  train-auc:0.965944±0.001413 test-auc:0.854763±0.005020 
[5154]  train-auc:0.965947±0.001413 test-auc:0.854762±0.005020 
[5155]  train-auc:0.965951±0.001416 test-auc:0.854771±0.005013 
[5156]  train-auc:0.965962±0.001411 test-auc:0.854776±0.005006 
[5157]  train-auc:0.965973±0.001413 test-auc:0.854776±0.005014 
[5158]  train-auc:0.965979±0.001415 test-auc:0.854772±0.005010 
[5159]  train-auc:0.965982±0.001414 test-auc:0.854767±0.005005 
[5160]  train-auc:0.965991±0.001413 test-auc:0.854765±0.005007 
[5161]  train-auc:0.965997±0.001410 test-auc:0.854769±0.005005 
[5162]  train-auc:0.966001±0.001411 test-auc:0.854767±0.005004 
[5163]  train-auc:0.966005±0.001410 test-auc:0.854769±0.005011 
[5164]  train-auc:0.966008±0.001410 test-auc:0.854772±0.005010 
[5165]  train-auc:0.966015±0.001413 test-auc:0.854773±0.005021 
[5166]  train-auc:0.966022±0.001415 test-auc:0.854780±0.005021 
[5167]  train-auc:0.966027±0.001413 test-auc:0.854780±0.005014 
[5168]  train-auc:0.966034±0.001413 test-auc:0.854779±0.005010 
[5169]  train-auc:0.966039±0.001415 test-auc:0.854788±0.005008 
[5170]  train-auc:0.966046±0.001416 test-auc:0.854797±0.005015 
[5171]  train-auc:0.966051±0.001416 test-auc:0.854791±0.005013 
[5172]  train-auc:0.966061±0.001421 test-auc:0.854791±0.005018 
[5173]  train-auc:0.966073±0.001412 test-auc:0.854793±0.005011 
[5174]  train-auc:0.966078±0.001413 test-auc:0.854804±0.005011 
[5175]  train-auc:0.966087±0.001418 test-auc:0.854787±0.005002 
[5176]  train-auc:0.966090±0.001418 test-auc:0.854780±0.005007 
[5177]  train-auc:0.966099±0.001412 test-auc:0.854771±0.005010 
[5178]  train-auc:0.966105±0.001410 test-auc:0.854779±0.005021 
[5179]  train-auc:0.966110±0.001415 test-auc:0.854782±0.005016 
[5180]  train-auc:0.966117±0.001416 test-auc:0.854784±0.005010 
[5181]  train-auc:0.966125±0.001415 test-auc:0.854788±0.005009 
[5182]  train-auc:0.966131±0.001415 test-auc:0.854781±0.005016 
[5183]  train-auc:0.966135±0.001415 test-auc:0.854778±0.005014 
[5184]  train-auc:0.966140±0.001414 test-auc:0.854777±0.005013 
[5185]  train-auc:0.966146±0.001415 test-auc:0.854781±0.005012 
[5186]  train-auc:0.966150±0.001416 test-auc:0.854785±0.005019 
[5187]  train-auc:0.966155±0.001418 test-auc:0.854795±0.005018 
[5188]  train-auc:0.966160±0.001423 test-auc:0.854801±0.005018 
[5189]  train-auc:0.966167±0.001422 test-auc:0.854803±0.005018 
[5190]  train-auc:0.966172±0.001422 test-auc:0.854802±0.005014 
[5191]  train-auc:0.966181±0.001420 test-auc:0.854805±0.005027 
[5192]  train-auc:0.966186±0.001421 test-auc:0.854812±0.005027 
[5193]  train-auc:0.966197±0.001424 test-auc:0.854808±0.005031 
[5194]  train-auc:0.966200±0.001424 test-auc:0.854811±0.005038 
[5195]  train-auc:0.966204±0.001427 test-auc:0.854813±0.005038 
[5196]  train-auc:0.966209±0.001430 test-auc:0.854813±0.005045 
[5197]  train-auc:0.966215±0.001428 test-auc:0.854817±0.005043 
[5198]  train-auc:0.966229±0.001430 test-auc:0.854827±0.005042 
[5199]  train-auc:0.966237±0.001425 test-auc:0.854827±0.005048 
[5200]  train-auc:0.966243±0.001427 test-auc:0.854824±0.005051 
[5201]  train-auc:0.966249±0.001428 test-auc:0.854831±0.005047 
[5202]  train-auc:0.966255±0.001429 test-auc:0.854832±0.005064 
[5203]  train-auc:0.966261±0.001435 test-auc:0.854832±0.005068 
[5204]  train-auc:0.966268±0.001435 test-auc:0.854828±0.005067 
[5205]  train-auc:0.966274±0.001439 test-auc:0.854819±0.005068 
[5206]  train-auc:0.966284±0.001441 test-auc:0.854826±0.005069 
[5207]  train-auc:0.966294±0.001441 test-auc:0.854834±0.005070 
[5208]  train-auc:0.966299±0.001443 test-auc:0.854829±0.005073 
[5209]  train-auc:0.966306±0.001445 test-auc:0.854827±0.005083 
[5210]  train-auc:0.966316±0.001453 test-auc:0.854823±0.005086 
[5211]  train-auc:0.966324±0.001449 test-auc:0.854820±0.005082 
[5212]  train-auc:0.966328±0.001449 test-auc:0.854825±0.005082 
[5213]  train-auc:0.966332±0.001450 test-auc:0.854817±0.005074 
[5214]  train-auc:0.966339±0.001449 test-auc:0.854824±0.005064 
[5215]  train-auc:0.966347±0.001457 test-auc:0.854818±0.005069 
[5216]  train-auc:0.966357±0.001462 test-auc:0.854821±0.005070 
[5217]  train-auc:0.966362±0.001464 test-auc:0.854820±0.005065 
[5218]  train-auc:0.966373±0.001465 test-auc:0.854804±0.005067 
[5219]  train-auc:0.966378±0.001465 test-auc:0.854804±0.005064 
[5220]  train-auc:0.966382±0.001466 test-auc:0.854809±0.005064 
[5221]  train-auc:0.966390±0.001465 test-auc:0.854813±0.005070 
[5222]  train-auc:0.966395±0.001467 test-auc:0.854816±0.005061 
[5223]  train-auc:0.966401±0.001466 test-auc:0.854817±0.005062 
[5224]  train-auc:0.966410±0.001465 test-auc:0.854817±0.005072 
[5225]  train-auc:0.966415±0.001467 test-auc:0.854814±0.005074 
[5226]  train-auc:0.966421±0.001469 test-auc:0.854830±0.005080 
[5227]  train-auc:0.966428±0.001469 test-auc:0.854832±0.005081 
[5228]  train-auc:0.966432±0.001468 test-auc:0.854831±0.005081 
[5229]  train-auc:0.966441±0.001469 test-auc:0.854830±0.005079 
[5230]  train-auc:0.966449±0.001473 test-auc:0.854825±0.005070 
[5231]  train-auc:0.966454±0.001474 test-auc:0.854830±0.005064 
[5232]  train-auc:0.966462±0.001478 test-auc:0.854821±0.005059 
[5233]  train-auc:0.966472±0.001481 test-auc:0.854826±0.005060 
[5234]  train-auc:0.966475±0.001482 test-auc:0.854831±0.005059 
[5235]  train-auc:0.966478±0.001481 test-auc:0.854835±0.005062 
[5236]  train-auc:0.966488±0.001484 test-auc:0.854833±0.005069 
[5237]  train-auc:0.966497±0.001490 test-auc:0.854826±0.005067 
[5238]  train-auc:0.966501±0.001491 test-auc:0.854828±0.005062 
[5239]  train-auc:0.966507±0.001491 test-auc:0.854839±0.005072 
[5240]  train-auc:0.966511±0.001494 test-auc:0.854840±0.005071 
[5241]  train-auc:0.966520±0.001494 test-auc:0.854848±0.005075 
[5242]  train-auc:0.966525±0.001494 test-auc:0.854852±0.005086 
[5243]  train-auc:0.966532±0.001493 test-auc:0.854850±0.005085 
[5244]  train-auc:0.966538±0.001495 test-auc:0.854851±0.005087 
[5245]  train-auc:0.966542±0.001497 test-auc:0.854844±0.005085 
[5246]  train-auc:0.966549±0.001494 test-auc:0.854843±0.005093 
[5247]  train-auc:0.966556±0.001496 test-auc:0.854839±0.005089 
[5248]  train-auc:0.966561±0.001499 test-auc:0.854840±0.005095 
[5249]  train-auc:0.966567±0.001500 test-auc:0.854840±0.005092 
[5250]  train-auc:0.966574±0.001500 test-auc:0.854853±0.005093 
[5251]  train-auc:0.966580±0.001501 test-auc:0.854856±0.005105 
[5252]  train-auc:0.966586±0.001500 test-auc:0.854860±0.005098 
[5253]  train-auc:0.966592±0.001500 test-auc:0.854859±0.005111 
[5254]  train-auc:0.966595±0.001502 test-auc:0.854866±0.005106 
[5255]  train-auc:0.966600±0.001502 test-auc:0.854863±0.005116 
[5256]  train-auc:0.966605±0.001501 test-auc:0.854864±0.005113 
[5257]  train-auc:0.966609±0.001502 test-auc:0.854860±0.005109 
[5258]  train-auc:0.966616±0.001505 test-auc:0.854853±0.005109 
[5259]  train-auc:0.966621±0.001504 test-auc:0.854848±0.005121 
[5260]  train-auc:0.966625±0.001504 test-auc:0.854847±0.005116 
[5261]  train-auc:0.966634±0.001503 test-auc:0.854857±0.005098 
[5262]  train-auc:0.966636±0.001505 test-auc:0.854857±0.005098 
[5263]  train-auc:0.966642±0.001505 test-auc:0.854857±0.005112 
[5264]  train-auc:0.966649±0.001500 test-auc:0.854862±0.005124 
[5265]  train-auc:0.966654±0.001499 test-auc:0.854861±0.005128 
[5266]  train-auc:0.966658±0.001497 test-auc:0.854863±0.005122 
[5267]  train-auc:0.966660±0.001498 test-auc:0.854870±0.005127 
[5268]  train-auc:0.966666±0.001497 test-auc:0.854872±0.005141 
[5269]  train-auc:0.966671±0.001501 test-auc:0.854870±0.005135 
[5270]  train-auc:0.966674±0.001504 test-auc:0.854870±0.005138 
[5271]  train-auc:0.966678±0.001504 test-auc:0.854866±0.005129 
[5272]  train-auc:0.966681±0.001505 test-auc:0.854867±0.005137 
[5273]  train-auc:0.966686±0.001505 test-auc:0.854861±0.005141 
[5274]  train-auc:0.966691±0.001507 test-auc:0.854855±0.005136 
[5275]  train-auc:0.966701±0.001506 test-auc:0.854850±0.005131 
[5276]  train-auc:0.966705±0.001507 test-auc:0.854852±0.005134 
[5277]  train-auc:0.966710±0.001507 test-auc:0.854849±0.005126 
[5278]  train-auc:0.966714±0.001508 test-auc:0.854849±0.005127 
[5279]  train-auc:0.966717±0.001508 test-auc:0.854851±0.005127 
[5280]  train-auc:0.966721±0.001509 test-auc:0.854862±0.005134 
[5281]  train-auc:0.966723±0.001510 test-auc:0.854860±0.005136 
[5282]  train-auc:0.966730±0.001512 test-auc:0.854860±0.005131 
[5283]  train-auc:0.966735±0.001514 test-auc:0.854856±0.005125 
[5284]  train-auc:0.966741±0.001516 test-auc:0.854859±0.005134 
[5285]  train-auc:0.966744±0.001517 test-auc:0.854858±0.005128 
[5286]  train-auc:0.966751±0.001519 test-auc:0.854851±0.005136 
[5287]  train-auc:0.966757±0.001518 test-auc:0.854856±0.005129 
[5288]  train-auc:0.966761±0.001518 test-auc:0.854854±0.005137 
[5289]  train-auc:0.966767±0.001518 test-auc:0.854852±0.005123 
[5290]  train-auc:0.966774±0.001518 test-auc:0.854864±0.005117 
[5291]  train-auc:0.966780±0.001519 test-auc:0.854865±0.005117 
[5292]  train-auc:0.966784±0.001520 test-auc:0.854863±0.005123 
[5293]  train-auc:0.966786±0.001521 test-auc:0.854863±0.005126 
[5294]  train-auc:0.966791±0.001522 test-auc:0.854870±0.005132 
[5295]  train-auc:0.966799±0.001521 test-auc:0.854862±0.005128 
[5296]  train-auc:0.966805±0.001522 test-auc:0.854866±0.005124 
[5297]  train-auc:0.966812±0.001525 test-auc:0.854865±0.005130 
[5298]  train-auc:0.966816±0.001524 test-auc:0.854872±0.005130 
[5299]  train-auc:0.966822±0.001529 test-auc:0.854875±0.005131 
[5300]  train-auc:0.966833±0.001526 test-auc:0.854867±0.005117 
[5301]  train-auc:0.966837±0.001525 test-auc:0.854862±0.005110 
[5302]  train-auc:0.966842±0.001527 test-auc:0.854863±0.005114 
[5303]  train-auc:0.966845±0.001527 test-auc:0.854860±0.005122 
[5304]  train-auc:0.966849±0.001528 test-auc:0.854863±0.005118 
[5305]  train-auc:0.966853±0.001529 test-auc:0.854868±0.005118 
[5306]  train-auc:0.966858±0.001529 test-auc:0.854865±0.005121 
[5307]  train-auc:0.966863±0.001529 test-auc:0.854868±0.005114 
[5308]  train-auc:0.966871±0.001528 test-auc:0.854869±0.005121 
[5309]  train-auc:0.966877±0.001530 test-auc:0.854861±0.005124 
[5310]  train-auc:0.966882±0.001531 test-auc:0.854857±0.005125 
[5311]  train-auc:0.966886±0.001531 test-auc:0.854866±0.005128 
[5312]  train-auc:0.966890±0.001531 test-auc:0.854864±0.005132 
[5313]  train-auc:0.966893±0.001530 test-auc:0.854861±0.005130 
[5314]  train-auc:0.966896±0.001531 test-auc:0.854859±0.005138 
[5315]  train-auc:0.966904±0.001530 test-auc:0.854855±0.005132 
[5316]  train-auc:0.966906±0.001531 test-auc:0.854850±0.005134 
[5317]  train-auc:0.966914±0.001530 test-auc:0.854843±0.005144 
[5318]  train-auc:0.966917±0.001531 test-auc:0.854844±0.005137 
[5319]  train-auc:0.966925±0.001529 test-auc:0.854849±0.005141 
[5320]  train-auc:0.966930±0.001529 test-auc:0.854851±0.005138 
[5321]  train-auc:0.966940±0.001529 test-auc:0.854859±0.005144 
[5322]  train-auc:0.966942±0.001530 test-auc:0.854851±0.005138 
[5323]  train-auc:0.966950±0.001530 test-auc:0.854848±0.005143 
[5324]  train-auc:0.966955±0.001528 test-auc:0.854841±0.005150 
[5325]  train-auc:0.966961±0.001527 test-auc:0.854837±0.005160 
[5326]  train-auc:0.966968±0.001525 test-auc:0.854838±0.005164 
[5327]  train-auc:0.966977±0.001523 test-auc:0.854847±0.005169 
[5328]  train-auc:0.966984±0.001523 test-auc:0.854849±0.005187 
[5329]  train-auc:0.966992±0.001521 test-auc:0.854840±0.005192 
[5330]  train-auc:0.966997±0.001523 test-auc:0.854833±0.005198 
[5331]  train-auc:0.967004±0.001522 test-auc:0.854834±0.005201 
[5332]  train-auc:0.967008±0.001522 test-auc:0.854833±0.005202 
[5333]  train-auc:0.967016±0.001526 test-auc:0.854821±0.005197 
[5334]  train-auc:0.967025±0.001524 test-auc:0.854827±0.005206 
[5335]  train-auc:0.967031±0.001523 test-auc:0.854834±0.005212 
[5336]  train-auc:0.967042±0.001524 test-auc:0.854838±0.005230 
[5337]  train-auc:0.967047±0.001524 test-auc:0.854837±0.005218 
[5338]  train-auc:0.967056±0.001524 test-auc:0.854835±0.005224 
[5339]  train-auc:0.967061±0.001525 test-auc:0.854835±0.005227 
[5340]  train-auc:0.967066±0.001525 test-auc:0.854838±0.005226 
[5341]  train-auc:0.967073±0.001524 test-auc:0.854838±0.005237 
[5342]  train-auc:0.967076±0.001526 test-auc:0.854836±0.005230 
[5343]  train-auc:0.967081±0.001526 test-auc:0.854824±0.005236 
[5344]  train-auc:0.967087±0.001527 test-auc:0.854817±0.005237 
[5345]  train-auc:0.967093±0.001527 test-auc:0.854819±0.005234 
[5346]  train-auc:0.967098±0.001529 test-auc:0.854827±0.005245 
[5347]  train-auc:0.967105±0.001529 test-auc:0.854832±0.005249 
[5348]  train-auc:0.967111±0.001528 test-auc:0.854826±0.005249 
[5349]  train-auc:0.967114±0.001527 test-auc:0.854817±0.005252 
[5350]  train-auc:0.967126±0.001524 test-auc:0.854829±0.005262 
[5351]  train-auc:0.967131±0.001524 test-auc:0.854833±0.005268 
[5352]  train-auc:0.967137±0.001524 test-auc:0.854835±0.005264 
[5353]  train-auc:0.967141±0.001524 test-auc:0.854829±0.005274 
[5354]  train-auc:0.967145±0.001522 test-auc:0.854840±0.005269 
[5355]  train-auc:0.967149±0.001523 test-auc:0.854841±0.005267 
[5356]  train-auc:0.967152±0.001522 test-auc:0.854840±0.005272 
[5357]  train-auc:0.967155±0.001523 test-auc:0.854838±0.005266 
[5358]  train-auc:0.967159±0.001522 test-auc:0.854834±0.005265 
[5359]  train-auc:0.967164±0.001522 test-auc:0.854830±0.005269 
[5360]  train-auc:0.967170±0.001522 test-auc:0.854824±0.005278 
[5361]  train-auc:0.967174±0.001522 test-auc:0.854826±0.005275 
[5362]  train-auc:0.967180±0.001521 test-auc:0.854819±0.005276 
[5363]  train-auc:0.967186±0.001517 test-auc:0.854816±0.005287 
[5364]  train-auc:0.967191±0.001519 test-auc:0.854815±0.005285 
[5365]  train-auc:0.967195±0.001520 test-auc:0.854824±0.005282 
[5366]  train-auc:0.967200±0.001520 test-auc:0.854820±0.005280 
[5367]  train-auc:0.967203±0.001519 test-auc:0.854812±0.005278 
[5368]  train-auc:0.967209±0.001520 test-auc:0.854810±0.005286 
[5369]  train-auc:0.967217±0.001519 test-auc:0.854813±0.005294 
[5370]  train-auc:0.967221±0.001519 test-auc:0.854807±0.005291 
[5371]  train-auc:0.967225±0.001519 test-auc:0.854804±0.005286 
[5372]  train-auc:0.967231±0.001518 test-auc:0.854808±0.005292 
[5373]  train-auc:0.967237±0.001516 test-auc:0.854804±0.005290 
[5374]  train-auc:0.967244±0.001516 test-auc:0.854806±0.005297 
[5375]  train-auc:0.967250±0.001517 test-auc:0.854810±0.005292 
[5376]  train-auc:0.967256±0.001518 test-auc:0.854806±0.005290 
[5377]  train-auc:0.967262±0.001519 test-auc:0.854809±0.005294 
[5378]  train-auc:0.967270±0.001520 test-auc:0.854821±0.005303 
[5379]  train-auc:0.967275±0.001519 test-auc:0.854818±0.005298 
[5380]  train-auc:0.967280±0.001519 test-auc:0.854814±0.005307 
[5381]  train-auc:0.967286±0.001521 test-auc:0.854810±0.005302 
[5382]  train-auc:0.967290±0.001521 test-auc:0.854802±0.005298 
[5383]  train-auc:0.967293±0.001521 test-auc:0.854799±0.005302 
[5384]  train-auc:0.967299±0.001520 test-auc:0.854794±0.005302 
[5385]  train-auc:0.967307±0.001519 test-auc:0.854801±0.005303 
[5386]  train-auc:0.967308±0.001519 test-auc:0.854803±0.005309 
[5387]  train-auc:0.967311±0.001522 test-auc:0.854808±0.005307 
[5388]  train-auc:0.967314±0.001522 test-auc:0.854811±0.005304 
[5389]  train-auc:0.967319±0.001524 test-auc:0.854803±0.005306 
[5390]  train-auc:0.967326±0.001523 test-auc:0.854804±0.005300 
[5391]  train-auc:0.967333±0.001524 test-auc:0.854804±0.005300 
[5392]  train-auc:0.967338±0.001524 test-auc:0.854806±0.005304 
[5393]  train-auc:0.967342±0.001524 test-auc:0.854800±0.005305 
[5394]  train-auc:0.967349±0.001525 test-auc:0.854797±0.005311 
[5395]  train-auc:0.967352±0.001524 test-auc:0.854792±0.005305 
[5396]  train-auc:0.967356±0.001525 test-auc:0.854789±0.005310 
[5397]  train-auc:0.967362±0.001524 test-auc:0.854783±0.005308 
[5398]  train-auc:0.967366±0.001524 test-auc:0.854782±0.005308 
Stopping. Best iteration:
[5399]  train-auc:0.967376±0.001522 test-auc:0.854783±0.005307

[5399]  train-auc:0.967376±0.001522 test-auc:0.854783±0.005307 
Multiple eval metrics are present. Will use test_auc for early stopping.
Will train until test_auc hasn't improved in 100 rounds.

[1] train-auc:0.788053±0.001554 test-auc:0.784790±0.005309 
[2] train-auc:0.792355±0.002286 test-auc:0.786836±0.004188 
[3] train-auc:0.795753±0.001748 test-auc:0.790847±0.004267 
[4] train-auc:0.799499±0.002521 test-auc:0.793503±0.003992 
[5] train-auc:0.801804±0.002285 test-auc:0.794838±0.003685 
[6] train-auc:0.803477±0.002657 test-auc:0.794882±0.004497 
[7] train-auc:0.806111±0.002400 test-auc:0.797626±0.005932 
[8] train-auc:0.807231±0.002012 test-auc:0.798567±0.005505 
[9] train-auc:0.808290±0.002099 test-auc:0.797995±0.005341 
[10]    train-auc:0.809861±0.001886 test-auc:0.799087±0.004624 
[11]    train-auc:0.810788±0.002177 test-auc:0.799754±0.004803 
[12]    train-auc:0.812127±0.002619 test-auc:0.800211±0.005161 
[13]    train-auc:0.813295±0.002954 test-auc:0.800534±0.005574 
[14]    train-auc:0.814548±0.003337 test-auc:0.800252±0.006094 
[15]    train-auc:0.815339±0.003479 test-auc:0.800662±0.005858 
[16]    train-auc:0.816468±0.003365 test-auc:0.801719±0.005690 
[17]    train-auc:0.817690±0.003073 test-auc:0.802238±0.006331 
[18]    train-auc:0.818142±0.003372 test-auc:0.802302±0.006146 
[19]    train-auc:0.818880±0.003046 test-auc:0.802413±0.005748 
[20]    train-auc:0.819774±0.003124 test-auc:0.802158±0.006063 
[21]    train-auc:0.820615±0.003042 test-auc:0.802512±0.005971 
[22]    train-auc:0.821302±0.003098 test-auc:0.802803±0.005783 
[23]    train-auc:0.822052±0.003143 test-auc:0.803435±0.005999 
[24]    train-auc:0.822952±0.002849 test-auc:0.803687±0.006313 
[25]    train-auc:0.823808±0.002563 test-auc:0.803674±0.006293 
[26]    train-auc:0.824438±0.002628 test-auc:0.803974±0.006423 
[27]    train-auc:0.824943±0.002690 test-auc:0.804486±0.006556 
[28]    train-auc:0.825416±0.002542 test-auc:0.804459±0.006442 
[29]    train-auc:0.825929±0.002548 test-auc:0.804607±0.006580 
[30]    train-auc:0.826568±0.002381 test-auc:0.804791±0.006581 
[31]    train-auc:0.826965±0.002387 test-auc:0.805002±0.006648 
[32]    train-auc:0.827544±0.002325 test-auc:0.805425±0.006642 
[33]    train-auc:0.828043±0.002519 test-auc:0.805481±0.006587 
[34]    train-auc:0.828435±0.002487 test-auc:0.805618±0.006317 
[35]    train-auc:0.828892±0.002359 test-auc:0.805793±0.006136 
[36]    train-auc:0.829375±0.002339 test-auc:0.805961±0.006450 
[37]    train-auc:0.829904±0.002111 test-auc:0.806284±0.006593 
[38]    train-auc:0.830501±0.002002 test-auc:0.806374±0.006607 
[39]    train-auc:0.831133±0.002004 test-auc:0.806674±0.006842 
[40]    train-auc:0.831658±0.002014 test-auc:0.806560±0.006670 
[41]    train-auc:0.832136±0.001846 test-auc:0.806703±0.006951 
[42]    train-auc:0.832609±0.002034 test-auc:0.807074±0.006305 
[43]    train-auc:0.833272±0.002109 test-auc:0.807795±0.006358 
[44]    train-auc:0.833710±0.001992 test-auc:0.807656±0.006441 
[45]    train-auc:0.834486±0.001813 test-auc:0.808018±0.006412 
[46]    train-auc:0.834999±0.001678 test-auc:0.808151±0.006415 
[47]    train-auc:0.835451±0.001808 test-auc:0.808548±0.006192 
[48]    train-auc:0.835896±0.002050 test-auc:0.808625±0.006220 
[49]    train-auc:0.836338±0.002054 test-auc:0.808955±0.006213 
[50]    train-auc:0.837285±0.001909 test-auc:0.809294±0.006138 
[51]    train-auc:0.837676±0.002023 test-auc:0.809685±0.006096 
[52]    train-auc:0.838114±0.002003 test-auc:0.809676±0.006335 
[53]    train-auc:0.838360±0.002150 test-auc:0.809646±0.006347 
[54]    train-auc:0.838816±0.001967 test-auc:0.809530±0.006266 
[55]    train-auc:0.839164±0.001869 test-auc:0.809513±0.006356 
[56]    train-auc:0.839539±0.001934 test-auc:0.809461±0.006394 
[57]    train-auc:0.840042±0.001826 test-auc:0.809255±0.006102 
[58]    train-auc:0.840336±0.001814 test-auc:0.809553±0.006034 
[59]    train-auc:0.840731±0.001834 test-auc:0.809553±0.005988 
[60]    train-auc:0.841095±0.001745 test-auc:0.809889±0.005835 
[61]    train-auc:0.841402±0.001678 test-auc:0.810007±0.005793 
[62]    train-auc:0.841810±0.001541 test-auc:0.809947±0.005654 
[63]    train-auc:0.842135±0.001455 test-auc:0.810182±0.005671 
[64]    train-auc:0.842567±0.001359 test-auc:0.810262±0.005645 
[65]    train-auc:0.842995±0.001267 test-auc:0.810370±0.005697 
[66]    train-auc:0.843347±0.001367 test-auc:0.810596±0.005817 
[67]    train-auc:0.843591±0.001448 test-auc:0.810396±0.005629 
[68]    train-auc:0.843949±0.001507 test-auc:0.810756±0.005733 
[69]    train-auc:0.844174±0.001435 test-auc:0.810897±0.005811 
[70]    train-auc:0.844596±0.001339 test-auc:0.811172±0.006074 
[71]    train-auc:0.845095±0.001193 test-auc:0.811210±0.005990 
[72]    train-auc:0.845619±0.001216 test-auc:0.811105±0.005847 
[73]    train-auc:0.846003±0.001343 test-auc:0.811232±0.005798 
[74]    train-auc:0.846427±0.001238 test-auc:0.811448±0.005634 
[75]    train-auc:0.846752±0.001099 test-auc:0.811624±0.005621 
[76]    train-auc:0.847020±0.001108 test-auc:0.811773±0.005352 
[77]    train-auc:0.847262±0.001070 test-auc:0.811762±0.005295 
[78]    train-auc:0.847590±0.001013 test-auc:0.811753±0.005433 
[79]    train-auc:0.847918±0.000940 test-auc:0.811687±0.005223 
[80]    train-auc:0.848194±0.001023 test-auc:0.811678±0.005102 
[81]    train-auc:0.848670±0.001040 test-auc:0.811721±0.005140 
[82]    train-auc:0.848930±0.001162 test-auc:0.811795±0.005041 
[83]    train-auc:0.849287±0.001282 test-auc:0.812064±0.004858 
[84]    train-auc:0.849586±0.001464 test-auc:0.812014±0.004607 
[85]    train-auc:0.849804±0.001459 test-auc:0.812425±0.004553 
[86]    train-auc:0.850059±0.001521 test-auc:0.812450±0.004788 
[87]    train-auc:0.850385±0.001510 test-auc:0.812761±0.004943 
[88]    train-auc:0.850596±0.001572 test-auc:0.812842±0.004741 
[89]    train-auc:0.851018±0.001612 test-auc:0.812885±0.004873 
[90]    train-auc:0.851325±0.001488 test-auc:0.812861±0.004678 
[91]    train-auc:0.851703±0.001517 test-auc:0.813038±0.004726 
[92]    train-auc:0.851991±0.001502 test-auc:0.813264±0.004443 
[93]    train-auc:0.852377±0.001437 test-auc:0.813323±0.004533 
[94]    train-auc:0.852661±0.001468 test-auc:0.813338±0.004379 
[95]    train-auc:0.852902±0.001376 test-auc:0.813499±0.004373 
[96]    train-auc:0.853003±0.001444 test-auc:0.813415±0.004392 
[97]    train-auc:0.853379±0.001582 test-auc:0.813421±0.004387 
[98]    train-auc:0.853673±0.001596 test-auc:0.813418±0.004262 
[99]    train-auc:0.854045±0.001572 test-auc:0.813524±0.004385 
[100]   train-auc:0.854376±0.001571 test-auc:0.813551±0.004431 
[101]   train-auc:0.854723±0.001595 test-auc:0.813909±0.004397 
[102]   train-auc:0.855001±0.001649 test-auc:0.814000±0.004303 
[103]   train-auc:0.855264±0.001708 test-auc:0.813861±0.004373 
[104]   train-auc:0.855579±0.001666 test-auc:0.813901±0.004156 
[105]   train-auc:0.855819±0.001711 test-auc:0.813928±0.004014 
[106]   train-auc:0.856079±0.001741 test-auc:0.814144±0.004075 
[107]   train-auc:0.856368±0.001761 test-auc:0.814373±0.004298 
[108]   train-auc:0.856623±0.001852 test-auc:0.814279±0.004524 
[109]   train-auc:0.856995±0.001875 test-auc:0.814352±0.004258 
[110]   train-auc:0.857176±0.001911 test-auc:0.814376±0.004294 
[111]   train-auc:0.857368±0.001864 test-auc:0.814327±0.004289 
[112]   train-auc:0.857687±0.001893 test-auc:0.814330±0.004172 
[113]   train-auc:0.857986±0.001971 test-auc:0.814581±0.004206 
[114]   train-auc:0.858317±0.001887 test-auc:0.814632±0.004251 
[115]   train-auc:0.858593±0.001848 test-auc:0.814681±0.004360 
[116]   train-auc:0.858840±0.001715 test-auc:0.814507±0.004330 
[117]   train-auc:0.859058±0.001685 test-auc:0.814724±0.004398 
[118]   train-auc:0.859352±0.001750 test-auc:0.815002±0.004253 
[119]   train-auc:0.859649±0.001724 test-auc:0.814922±0.004223 
[120]   train-auc:0.859944±0.001659 test-auc:0.814908±0.004275 
[121]   train-auc:0.860261±0.001640 test-auc:0.814930±0.004238 
[122]   train-auc:0.860545±0.001590 test-auc:0.814974±0.004314 
[123]   train-auc:0.860807±0.001519 test-auc:0.815125±0.004429 
[124]   train-auc:0.861050±0.001467 test-auc:0.815087±0.004508 
[125]   train-auc:0.861333±0.001404 test-auc:0.815268±0.004591 
[126]   train-auc:0.861580±0.001324 test-auc:0.815420±0.004693 
[127]   train-auc:0.861771±0.001313 test-auc:0.815457±0.004648 
[128]   train-auc:0.862046±0.001312 test-auc:0.815527±0.004748 
[129]   train-auc:0.862275±0.001401 test-auc:0.815561±0.004572 
[130]   train-auc:0.862549±0.001351 test-auc:0.815711±0.004751 
[131]   train-auc:0.862787±0.001376 test-auc:0.815730±0.004688 
[132]   train-auc:0.863026±0.001369 test-auc:0.815847±0.004672 
[133]   train-auc:0.863266±0.001488 test-auc:0.815868±0.004562 
[134]   train-auc:0.863500±0.001563 test-auc:0.815837±0.004716 
[135]   train-auc:0.863636±0.001578 test-auc:0.815861±0.004638 
[136]   train-auc:0.863831±0.001535 test-auc:0.815917±0.004692 
[137]   train-auc:0.864003±0.001498 test-auc:0.815947±0.004685 
[138]   train-auc:0.864223±0.001433 test-auc:0.816012±0.004593 
[139]   train-auc:0.864425±0.001526 test-auc:0.816145±0.004457 
[140]   train-auc:0.864685±0.001451 test-auc:0.816562±0.004498 
[141]   train-auc:0.864901±0.001415 test-auc:0.816631±0.004576 
[142]   train-auc:0.865121±0.001374 test-auc:0.816667±0.004562 
[143]   train-auc:0.865327±0.001314 test-auc:0.816662±0.004546 
[144]   train-auc:0.865497±0.001276 test-auc:0.816707±0.004566 
[145]   train-auc:0.865718±0.001231 test-auc:0.817062±0.005024 
[146]   train-auc:0.866010±0.001165 test-auc:0.817030±0.004982 
[147]   train-auc:0.866150±0.001192 test-auc:0.817035±0.004976 
[148]   train-auc:0.866309±0.001187 test-auc:0.816976±0.004917 
[149]   train-auc:0.866482±0.001131 test-auc:0.817029±0.005042 
[150]   train-auc:0.866719±0.001116 test-auc:0.817040±0.004904 
[151]   train-auc:0.866912±0.001127 test-auc:0.817202±0.004925 
[152]   train-auc:0.867101±0.001187 test-auc:0.817402±0.004946 
[153]   train-auc:0.867272±0.001228 test-auc:0.817379±0.004951 
[154]   train-auc:0.867503±0.001169 test-auc:0.817334±0.004890 
[155]   train-auc:0.867761±0.001149 test-auc:0.817298±0.004964 
[156]   train-auc:0.867930±0.001152 test-auc:0.817413±0.004958 
[157]   train-auc:0.868109±0.001140 test-auc:0.817422±0.004877 
[158]   train-auc:0.868313±0.001100 test-auc:0.817520±0.004851 
[159]   train-auc:0.868535±0.001076 test-auc:0.817605±0.004853 
[160]   train-auc:0.868755±0.001041 test-auc:0.817631±0.004687 
[161]   train-auc:0.868937±0.001063 test-auc:0.817555±0.004786 
[162]   train-auc:0.869069±0.001160 test-auc:0.817602±0.004696 
[163]   train-auc:0.869245±0.001141 test-auc:0.817656±0.004827 
[164]   train-auc:0.869441±0.001147 test-auc:0.817654±0.004921 
[165]   train-auc:0.869636±0.001175 test-auc:0.817736±0.004960 
[166]   train-auc:0.869860±0.001203 test-auc:0.817840±0.005086 
[167]   train-auc:0.870119±0.001180 test-auc:0.817950±0.005161 
[168]   train-auc:0.870389±0.001169 test-auc:0.818103±0.005198 
[169]   train-auc:0.870568±0.001116 test-auc:0.818331±0.005191 
[170]   train-auc:0.870773±0.001160 test-auc:0.818599±0.005177 
[171]   train-auc:0.871021±0.001182 test-auc:0.818592±0.005275 
[172]   train-auc:0.871251±0.001097 test-auc:0.818759±0.005366 
[173]   train-auc:0.871477±0.001083 test-auc:0.818770±0.005177 
[174]   train-auc:0.871692±0.001140 test-auc:0.818805±0.005299 
[175]   train-auc:0.871828±0.001146 test-auc:0.818913±0.005244 
[176]   train-auc:0.872105±0.001124 test-auc:0.819090±0.005280 
[177]   train-auc:0.872206±0.001131 test-auc:0.819067±0.005193 
[178]   train-auc:0.872425±0.001121 test-auc:0.819286±0.005205 
[179]   train-auc:0.872595±0.001105 test-auc:0.819051±0.004961 
[180]   train-auc:0.872755±0.001005 test-auc:0.819072±0.005032 
[181]   train-auc:0.872875±0.001006 test-auc:0.819014±0.005015 
[182]   train-auc:0.873069±0.000987 test-auc:0.818910±0.004895 
[183]   train-auc:0.873238±0.000977 test-auc:0.818904±0.004992 
[184]   train-auc:0.873461±0.000914 test-auc:0.819131±0.004892 
[185]   train-auc:0.873647±0.000939 test-auc:0.819290±0.004960 
[186]   train-auc:0.873828±0.000970 test-auc:0.819338±0.004863 
[187]   train-auc:0.874032±0.000974 test-auc:0.819400±0.004874 
[188]   train-auc:0.874168±0.000951 test-auc:0.819265±0.004896 
[189]   train-auc:0.874311±0.000956 test-auc:0.819255±0.004885 
[190]   train-auc:0.874428±0.000970 test-auc:0.819295±0.004865 
[191]   train-auc:0.874588±0.000991 test-auc:0.819278±0.004912 
[192]   train-auc:0.874745±0.001038 test-auc:0.819385±0.004796 
[193]   train-auc:0.874883±0.001052 test-auc:0.819399±0.004786 
[194]   train-auc:0.875016±0.001087 test-auc:0.819473±0.004729 
[195]   train-auc:0.875190±0.001055 test-auc:0.819503±0.004684 
[196]   train-auc:0.875456±0.000955 test-auc:0.819639±0.004749 
[197]   train-auc:0.875633±0.000950 test-auc:0.819646±0.004759 
[198]   train-auc:0.875850±0.000953 test-auc:0.819582±0.004862 
[199]   train-auc:0.876009±0.000941 test-auc:0.819563±0.004922 
[200]   train-auc:0.876185±0.000991 test-auc:0.819718±0.004893 
[201]   train-auc:0.876466±0.000922 test-auc:0.819847±0.004879 
[202]   train-auc:0.876633±0.000897 test-auc:0.819948±0.004944 
[203]   train-auc:0.876793±0.000879 test-auc:0.819911±0.004790 
[204]   train-auc:0.876944±0.000853 test-auc:0.820004±0.004684 
[205]   train-auc:0.877065±0.000817 test-auc:0.819957±0.004613 
[206]   train-auc:0.877227±0.000815 test-auc:0.820000±0.004525 
[207]   train-auc:0.877311±0.000807 test-auc:0.820024±0.004546 
[208]   train-auc:0.877367±0.000795 test-auc:0.820041±0.004544 
[209]   train-auc:0.877520±0.000832 test-auc:0.820011±0.004532 
[210]   train-auc:0.877696±0.000813 test-auc:0.820167±0.004508 
[211]   train-auc:0.877799±0.000815 test-auc:0.820252±0.004519 
[212]   train-auc:0.877961±0.000786 test-auc:0.820202±0.004559 
[213]   train-auc:0.878126±0.000891 test-auc:0.820166±0.004613 
[214]   train-auc:0.878271±0.000862 test-auc:0.820220±0.004653 
[215]   train-auc:0.878402±0.000912 test-auc:0.820337±0.004653 
[216]   train-auc:0.878556±0.000887 test-auc:0.820375±0.004666 
[217]   train-auc:0.878803±0.000913 test-auc:0.820545±0.004692 
[218]   train-auc:0.878931±0.000932 test-auc:0.820576±0.004704 
[219]   train-auc:0.879135±0.000948 test-auc:0.820450±0.004777 
[220]   train-auc:0.879303±0.000980 test-auc:0.820406±0.004639 
[221]   train-auc:0.879380±0.000991 test-auc:0.820455±0.004696 
[222]   train-auc:0.879521±0.001013 test-auc:0.820525±0.004814 
[223]   train-auc:0.879686±0.001033 test-auc:0.820481±0.005081 
[224]   train-auc:0.879816±0.001003 test-auc:0.820561±0.005222 
[225]   train-auc:0.879958±0.000973 test-auc:0.820689±0.005360 
[226]   train-auc:0.880078±0.000938 test-auc:0.820811±0.005373 
[227]   train-auc:0.880209±0.000962 test-auc:0.820810±0.005250 
[228]   train-auc:0.880361±0.000914 test-auc:0.820970±0.005247 
[229]   train-auc:0.880433±0.000913 test-auc:0.820885±0.005267 
[230]   train-auc:0.880523±0.000890 test-auc:0.820758±0.005157 
[231]   train-auc:0.880588±0.000916 test-auc:0.820721±0.005221 
[232]   train-auc:0.880714±0.000919 test-auc:0.820825±0.005372 
[233]   train-auc:0.880866±0.000900 test-auc:0.820823±0.005357 
[234]   train-auc:0.880974±0.000943 test-auc:0.820830±0.005359 
[235]   train-auc:0.881118±0.000879 test-auc:0.820845±0.005354 
[236]   train-auc:0.881268±0.000810 test-auc:0.820871±0.005218 
[237]   train-auc:0.881414±0.000859 test-auc:0.820853±0.005425 
[238]   train-auc:0.881541±0.000882 test-auc:0.820767±0.005513 
[239]   train-auc:0.881707±0.000929 test-auc:0.820785±0.005670 
[240]   train-auc:0.881813±0.000950 test-auc:0.820726±0.005586 
[241]   train-auc:0.881943±0.000937 test-auc:0.820758±0.005682 
[242]   train-auc:0.882064±0.000991 test-auc:0.820786±0.005669 
[243]   train-auc:0.882178±0.001024 test-auc:0.820824±0.005800 
[244]   train-auc:0.882290±0.001015 test-auc:0.820853±0.005731 
[245]   train-auc:0.882438±0.001035 test-auc:0.820892±0.005651 
[246]   train-auc:0.882560±0.001018 test-auc:0.820948±0.005734 
[247]   train-auc:0.882741±0.000982 test-auc:0.820876±0.005652 
[248]   train-auc:0.882857±0.000961 test-auc:0.820986±0.005849 
[249]   train-auc:0.882981±0.000940 test-auc:0.821051±0.005901 
[250]   train-auc:0.883104±0.000960 test-auc:0.821053±0.005895 
[251]   train-auc:0.883263±0.000933 test-auc:0.820942±0.006000 
[252]   train-auc:0.883452±0.000869 test-auc:0.820985±0.005953 
[253]   train-auc:0.883580±0.000840 test-auc:0.820878±0.005804 
[254]   train-auc:0.883696±0.000803 test-auc:0.820869±0.005790 
[255]   train-auc:0.883775±0.000773 test-auc:0.820966±0.005822 
[256]   train-auc:0.883905±0.000724 test-auc:0.820996±0.005681 
[257]   train-auc:0.884064±0.000776 test-auc:0.821057±0.005932 
[258]   train-auc:0.884163±0.000810 test-auc:0.821003±0.006122 
[259]   train-auc:0.884277±0.000780 test-auc:0.821141±0.006180 
[260]   train-auc:0.884454±0.000736 test-auc:0.821148±0.006177 
[261]   train-auc:0.884592±0.000693 test-auc:0.821260±0.006119 
[262]   train-auc:0.884721±0.000641 test-auc:0.821340±0.006164 
[263]   train-auc:0.884888±0.000653 test-auc:0.821531±0.006207 
[264]   train-auc:0.884967±0.000647 test-auc:0.821478±0.006181 
[265]   train-auc:0.885118±0.000591 test-auc:0.821635±0.006277 
[266]   train-auc:0.885246±0.000494 test-auc:0.821756±0.006194 
[267]   train-auc:0.885320±0.000517 test-auc:0.821894±0.006192 
[268]   train-auc:0.885438±0.000508 test-auc:0.821942±0.006229 
[269]   train-auc:0.885588±0.000566 test-auc:0.822065±0.006394 
[270]   train-auc:0.885736±0.000564 test-auc:0.822104±0.006460 
[271]   train-auc:0.885868±0.000509 test-auc:0.822151±0.006345 
[272]   train-auc:0.885981±0.000496 test-auc:0.822098±0.006323 
[273]   train-auc:0.886119±0.000425 test-auc:0.822205±0.006228 
[274]   train-auc:0.886262±0.000368 test-auc:0.822306±0.006058 
[275]   train-auc:0.886425±0.000368 test-auc:0.822456±0.006101 
[276]   train-auc:0.886566±0.000331 test-auc:0.822550±0.005933 
[277]   train-auc:0.886674±0.000357 test-auc:0.822636±0.005857 
[278]   train-auc:0.886750±0.000346 test-auc:0.822671±0.005739 
[279]   train-auc:0.886844±0.000319 test-auc:0.822691±0.005795 
[280]   train-auc:0.886981±0.000268 test-auc:0.822652±0.005742 
[281]   train-auc:0.887091±0.000283 test-auc:0.822647±0.005735 
[282]   train-auc:0.887190±0.000230 test-auc:0.822513±0.005792 
[283]   train-auc:0.887295±0.000233 test-auc:0.822525±0.005891 
[284]   train-auc:0.887415±0.000194 test-auc:0.822572±0.005870 
[285]   train-auc:0.887522±0.000248 test-auc:0.822578±0.005846 
[286]   train-auc:0.887637±0.000242 test-auc:0.822571±0.005897 
[287]   train-auc:0.887793±0.000380 test-auc:0.822564±0.005881 
[288]   train-auc:0.887932±0.000432 test-auc:0.822675±0.005807 
[289]   train-auc:0.888046±0.000429 test-auc:0.822697±0.005710 
[290]   train-auc:0.888174±0.000443 test-auc:0.822728±0.005715 
[291]   train-auc:0.888276±0.000406 test-auc:0.822691±0.005713 
[292]   train-auc:0.888356±0.000373 test-auc:0.822729±0.005690 
[293]   train-auc:0.888499±0.000411 test-auc:0.822840±0.005580 
[294]   train-auc:0.888607±0.000431 test-auc:0.822821±0.005614 
[295]   train-auc:0.888705±0.000435 test-auc:0.822876±0.005747 
[296]   train-auc:0.888830±0.000436 test-auc:0.822929±0.005720 
[297]   train-auc:0.888904±0.000416 test-auc:0.822929±0.005774 
[298]   train-auc:0.889030±0.000414 test-auc:0.822881±0.005796 
[299]   train-auc:0.889172±0.000426 test-auc:0.822857±0.005756 
[300]   train-auc:0.889281±0.000386 test-auc:0.822926±0.005757 
[301]   train-auc:0.889361±0.000396 test-auc:0.823135±0.005732 
[302]   train-auc:0.889463±0.000363 test-auc:0.823258±0.005844 
[303]   train-auc:0.889600±0.000322 test-auc:0.823253±0.005830 
[304]   train-auc:0.889702±0.000350 test-auc:0.823353±0.005780 
[305]   train-auc:0.889805±0.000358 test-auc:0.823470±0.005804 
[306]   train-auc:0.889911±0.000323 test-auc:0.823394±0.005797 
[307]   train-auc:0.889993±0.000341 test-auc:0.823415±0.005874 
[308]   train-auc:0.890142±0.000367 test-auc:0.823414±0.005771 
[309]   train-auc:0.890261±0.000401 test-auc:0.823441±0.005724 
[310]   train-auc:0.890370±0.000423 test-auc:0.823464±0.005747 
[311]   train-auc:0.890468±0.000419 test-auc:0.823529±0.005686 
[312]   train-auc:0.890552±0.000397 test-auc:0.823466±0.005636 
[313]   train-auc:0.890637±0.000382 test-auc:0.823529±0.005647 
[314]   train-auc:0.890731±0.000416 test-auc:0.823603±0.005773 
[315]   train-auc:0.890791±0.000405 test-auc:0.823533±0.005745 
[316]   train-auc:0.890868±0.000450 test-auc:0.823720±0.005690 
[317]   train-auc:0.890946±0.000437 test-auc:0.823672±0.005673 
[318]   train-auc:0.891048±0.000420 test-auc:0.823768±0.005653 
[319]   train-auc:0.891150±0.000393 test-auc:0.823796±0.005769 
[320]   train-auc:0.891260±0.000394 test-auc:0.823966±0.005676 
[321]   train-auc:0.891325±0.000381 test-auc:0.823892±0.005687 
[322]   train-auc:0.891434±0.000384 test-auc:0.823891±0.005662 
[323]   train-auc:0.891523±0.000416 test-auc:0.823915±0.005676 
[324]   train-auc:0.891648±0.000396 test-auc:0.823884±0.005715 
[325]   train-auc:0.891771±0.000392 test-auc:0.823793±0.005695 
[326]   train-auc:0.891873±0.000420 test-auc:0.823701±0.005762 
[327]   train-auc:0.891957±0.000404 test-auc:0.823734±0.005711 
[328]   train-auc:0.892066±0.000380 test-auc:0.823705±0.005696 
[329]   train-auc:0.892160±0.000346 test-auc:0.823705±0.005760 
[330]   train-auc:0.892290±0.000329 test-auc:0.823662±0.005682 
[331]   train-auc:0.892372±0.000303 test-auc:0.823652±0.005719 
[332]   train-auc:0.892453±0.000274 test-auc:0.823651±0.005762 
[333]   train-auc:0.892542±0.000293 test-auc:0.823666±0.005696 
[334]   train-auc:0.892650±0.000294 test-auc:0.823709±0.005692 
[335]   train-auc:0.892750±0.000342 test-auc:0.823671±0.005778 
[336]   train-auc:0.892879±0.000347 test-auc:0.823553±0.005775 
[337]   train-auc:0.892997±0.000367 test-auc:0.823530±0.005709 
[338]   train-auc:0.893141±0.000351 test-auc:0.823629±0.005832 
[339]   train-auc:0.893249±0.000330 test-auc:0.823629±0.005801 
[340]   train-auc:0.893356±0.000360 test-auc:0.823745±0.005715 
[341]   train-auc:0.893434±0.000394 test-auc:0.823611±0.005730 
[342]   train-auc:0.893519±0.000386 test-auc:0.823550±0.005795 
[343]   train-auc:0.893620±0.000366 test-auc:0.823638±0.005809 
[344]   train-auc:0.893702±0.000397 test-auc:0.823681±0.005817 
[345]   train-auc:0.893815±0.000412 test-auc:0.823586±0.005794 
[346]   train-auc:0.893920±0.000420 test-auc:0.823670±0.005603 
[347]   train-auc:0.893990±0.000435 test-auc:0.823701±0.005595 
[348]   train-auc:0.894059±0.000447 test-auc:0.823732±0.005556 
[349]   train-auc:0.894183±0.000382 test-auc:0.823802±0.005648 
[350]   train-auc:0.894298±0.000383 test-auc:0.823917±0.005744 
[351]   train-auc:0.894391±0.000385 test-auc:0.823943±0.005666 
[352]   train-auc:0.894496±0.000393 test-auc:0.823960±0.005636 
[353]   train-auc:0.894614±0.000384 test-auc:0.823997±0.005566 
[354]   train-auc:0.894705±0.000357 test-auc:0.823837±0.005474 
[355]   train-auc:0.894810±0.000344 test-auc:0.823966±0.005485 
[356]   train-auc:0.894890±0.000302 test-auc:0.823999±0.005472 
[357]   train-auc:0.894970±0.000318 test-auc:0.824043±0.005358 
[358]   train-auc:0.895084±0.000326 test-auc:0.824039±0.005420 
[359]   train-auc:0.895194±0.000326 test-auc:0.824023±0.005458 
[360]   train-auc:0.895256±0.000323 test-auc:0.824109±0.005383 
[361]   train-auc:0.895336±0.000328 test-auc:0.824137±0.005428 
[362]   train-auc:0.895420±0.000312 test-auc:0.824002±0.005438 
[363]   train-auc:0.895485±0.000306 test-auc:0.824043±0.005389 
[364]   train-auc:0.895541±0.000336 test-auc:0.824134±0.005308 
[365]   train-auc:0.895641±0.000329 test-auc:0.824236±0.005273 
[366]   train-auc:0.895723±0.000327 test-auc:0.824141±0.005308 
[367]   train-auc:0.895836±0.000307 test-auc:0.824172±0.005200 
[368]   train-auc:0.895932±0.000294 test-auc:0.824053±0.005216 
[369]   train-auc:0.895997±0.000257 test-auc:0.824084±0.005160 
[370]   train-auc:0.896085±0.000243 test-auc:0.824145±0.005168 
[371]   train-auc:0.896138±0.000257 test-auc:0.824158±0.005189 
[372]   train-auc:0.896269±0.000286 test-auc:0.824124±0.005076 
[373]   train-auc:0.896358±0.000273 test-auc:0.824151±0.005159 
[374]   train-auc:0.896440±0.000264 test-auc:0.824151±0.005213 
[375]   train-auc:0.896503±0.000280 test-auc:0.824202±0.005116 
[376]   train-auc:0.896572±0.000288 test-auc:0.824214±0.005130 
[377]   train-auc:0.896663±0.000278 test-auc:0.824269±0.005089 
[378]   train-auc:0.896744±0.000293 test-auc:0.824420±0.005154 
[379]   train-auc:0.896819±0.000290 test-auc:0.824535±0.005172 
[380]   train-auc:0.896941±0.000321 test-auc:0.824420±0.005185 
[381]   train-auc:0.897037±0.000366 test-auc:0.824443±0.005215 
[382]   train-auc:0.897121±0.000356 test-auc:0.824474±0.005181 
[383]   train-auc:0.897187±0.000344 test-auc:0.824471±0.005222 
[384]   train-auc:0.897282±0.000369 test-auc:0.824426±0.005244 
[385]   train-auc:0.897344±0.000389 test-auc:0.824487±0.005290 
[386]   train-auc:0.897437±0.000427 test-auc:0.824433±0.005288 
[387]   train-auc:0.897508±0.000450 test-auc:0.824556±0.005411 
[388]   train-auc:0.897603±0.000437 test-auc:0.824560±0.005417 
[389]   train-auc:0.897675±0.000467 test-auc:0.824665±0.005396 
[390]   train-auc:0.897720±0.000476 test-auc:0.824663±0.005410 
[391]   train-auc:0.897811±0.000489 test-auc:0.824620±0.005297 
[392]   train-auc:0.897861±0.000510 test-auc:0.824596±0.005287 
[393]   train-auc:0.897879±0.000510 test-auc:0.824582±0.005285 
[394]   train-auc:0.897948±0.000504 test-auc:0.824553±0.005251 
[395]   train-auc:0.898025±0.000548 test-auc:0.824615±0.005187 
[396]   train-auc:0.898113±0.000548 test-auc:0.824702±0.005086 
[397]   train-auc:0.898187±0.000535 test-auc:0.824635±0.005039 
[398]   train-auc:0.898265±0.000555 test-auc:0.824568±0.005149 
[399]   train-auc:0.898359±0.000579 test-auc:0.824610±0.005125 
[400]   train-auc:0.898455±0.000565 test-auc:0.824611±0.005074 
[401]   train-auc:0.898547±0.000533 test-auc:0.824599±0.005203 
[402]   train-auc:0.898641±0.000541 test-auc:0.824635±0.005132 
[403]   train-auc:0.898715±0.000550 test-auc:0.824612±0.005120 
[404]   train-auc:0.898763±0.000555 test-auc:0.824597±0.005043 
[405]   train-auc:0.898843±0.000565 test-auc:0.824599±0.004981 
[406]   train-auc:0.898923±0.000566 test-auc:0.824612±0.005069 
[407]   train-auc:0.899009±0.000572 test-auc:0.824627±0.004886 
[408]   train-auc:0.899081±0.000590 test-auc:0.824694±0.004816 
[409]   train-auc:0.899192±0.000609 test-auc:0.824743±0.004764 
[410]   train-auc:0.899285±0.000610 test-auc:0.824754±0.004610 
[411]   train-auc:0.899343±0.000581 test-auc:0.824799±0.004621 
[412]   train-auc:0.899406±0.000597 test-auc:0.824734±0.004532 
[413]   train-auc:0.899453±0.000602 test-auc:0.824732±0.004518 
[414]   train-auc:0.899531±0.000612 test-auc:0.824738±0.004531 
[415]   train-auc:0.899600±0.000658 test-auc:0.824708±0.004531 
[416]   train-auc:0.899686±0.000676 test-auc:0.824657±0.004495 
[417]   train-auc:0.899747±0.000679 test-auc:0.824693±0.004617 
[418]   train-auc:0.899793±0.000682 test-auc:0.824705±0.004620 
[419]   train-auc:0.899852±0.000669 test-auc:0.824711±0.004676 
[420]   train-auc:0.899897±0.000639 test-auc:0.824699±0.004726 
[421]   train-auc:0.899964±0.000619 test-auc:0.824712±0.004862 
[422]   train-auc:0.900029±0.000646 test-auc:0.824765±0.004884 
[423]   train-auc:0.900102±0.000661 test-auc:0.824777±0.004891 
[424]   train-auc:0.900171±0.000685 test-auc:0.824737±0.004898 
[425]   train-auc:0.900243±0.000657 test-auc:0.824758±0.004889 
[426]   train-auc:0.900374±0.000571 test-auc:0.824852±0.004826 
[427]   train-auc:0.900433±0.000564 test-auc:0.824855±0.004782 
[428]   train-auc:0.900509±0.000564 test-auc:0.824825±0.004762 
[429]   train-auc:0.900553±0.000566 test-auc:0.824929±0.004650 
[430]   train-auc:0.900645±0.000595 test-auc:0.824961±0.004648 
[431]   train-auc:0.900747±0.000605 test-auc:0.824984±0.004754 
[432]   train-auc:0.900842±0.000596 test-auc:0.824900±0.004751 
[433]   train-auc:0.900925±0.000588 test-auc:0.825000±0.004684 
[434]   train-auc:0.901035±0.000574 test-auc:0.825019±0.004715 
[435]   train-auc:0.901091±0.000587 test-auc:0.824978±0.004692 
[436]   train-auc:0.901204±0.000556 test-auc:0.825120±0.004719 
[437]   train-auc:0.901258±0.000591 test-auc:0.825136±0.004705 
[438]   train-auc:0.901326±0.000581 test-auc:0.825261±0.004665 
[439]   train-auc:0.901356±0.000597 test-auc:0.825269±0.004573 
[440]   train-auc:0.901428±0.000549 test-auc:0.825261±0.004582 
[441]   train-auc:0.901493±0.000554 test-auc:0.825286±0.004554 
[442]   train-auc:0.901584±0.000511 test-auc:0.825284±0.004576 
[443]   train-auc:0.901689±0.000473 test-auc:0.825291±0.004651 
[444]   train-auc:0.901750±0.000450 test-auc:0.825428±0.004757 
[445]   train-auc:0.901822±0.000399 test-auc:0.825507±0.004713 
[446]   train-auc:0.901895±0.000333 test-auc:0.825558±0.004685 
[447]   train-auc:0.901982±0.000377 test-auc:0.825499±0.004675 
[448]   train-auc:0.902080±0.000362 test-auc:0.825464±0.004733 
[449]   train-auc:0.902123±0.000360 test-auc:0.825454±0.004746 
[450]   train-auc:0.902207±0.000373 test-auc:0.825455±0.004830 
[451]   train-auc:0.902294±0.000387 test-auc:0.825442±0.004969 
[452]   train-auc:0.902388±0.000413 test-auc:0.825559±0.004893 
[453]   train-auc:0.902457±0.000421 test-auc:0.825541±0.004900 
[454]   train-auc:0.902535±0.000446 test-auc:0.825545±0.004921 
[455]   train-auc:0.902593±0.000441 test-auc:0.825618±0.004958 
[456]   train-auc:0.902679±0.000378 test-auc:0.825632±0.004986 
[457]   train-auc:0.902773±0.000371 test-auc:0.825675±0.005105 
[458]   train-auc:0.902900±0.000332 test-auc:0.825785±0.005066 
[459]   train-auc:0.902974±0.000299 test-auc:0.825796±0.005051 
[460]   train-auc:0.903055±0.000300 test-auc:0.825790±0.004999 
[461]   train-auc:0.903143±0.000294 test-auc:0.825863±0.005006 
[462]   train-auc:0.903231±0.000307 test-auc:0.825842±0.004997 
[463]   train-auc:0.903318±0.000323 test-auc:0.825881±0.004975 
[464]   train-auc:0.903394±0.000382 test-auc:0.825810±0.004811 
[465]   train-auc:0.903470±0.000289 test-auc:0.825856±0.004813 
[466]   train-auc:0.903583±0.000310 test-auc:0.825841±0.004800 
[467]   train-auc:0.903669±0.000321 test-auc:0.825789±0.004852 
[468]   train-auc:0.903728±0.000352 test-auc:0.825753±0.004812 
[469]   train-auc:0.903798±0.000344 test-auc:0.825826±0.004720 
[470]   train-auc:0.903869±0.000340 test-auc:0.825875±0.004686 
[471]   train-auc:0.903953±0.000308 test-auc:0.825961±0.004586 
[472]   train-auc:0.904071±0.000317 test-auc:0.825909±0.004722 
[473]   train-auc:0.904132±0.000341 test-auc:0.825889±0.004706 
[474]   train-auc:0.904185±0.000335 test-auc:0.825896±0.004726 
[475]   train-auc:0.904229±0.000322 test-auc:0.825895±0.004737 
[476]   train-auc:0.904254±0.000310 test-auc:0.825896±0.004741 
[477]   train-auc:0.904344±0.000256 test-auc:0.825864±0.004718 
[478]   train-auc:0.904359±0.000237 test-auc:0.825971±0.004746 
[479]   train-auc:0.904449±0.000231 test-auc:0.825985±0.004759 
[480]   train-auc:0.904534±0.000254 test-auc:0.825982±0.004778 
[481]   train-auc:0.904609±0.000242 test-auc:0.825998±0.004762 
[482]   train-auc:0.904663±0.000195 test-auc:0.826028±0.004712 
[483]   train-auc:0.904749±0.000192 test-auc:0.826051±0.004856 
[484]   train-auc:0.904798±0.000186 test-auc:0.826066±0.004794 
[485]   train-auc:0.904864±0.000176 test-auc:0.826013±0.004720 
[486]   train-auc:0.904916±0.000163 test-auc:0.825924±0.004714 
[487]   train-auc:0.905017±0.000169 test-auc:0.825951±0.004645 
[488]   train-auc:0.905117±0.000183 test-auc:0.825918±0.004608 
[489]   train-auc:0.905191±0.000143 test-auc:0.825825±0.004634 
[490]   train-auc:0.905263±0.000161 test-auc:0.825819±0.004627 
[491]   train-auc:0.905356±0.000169 test-auc:0.825800±0.004597 
[492]   train-auc:0.905432±0.000194 test-auc:0.825835±0.004481 
[493]   train-auc:0.905491±0.000185 test-auc:0.825853±0.004551 
[494]   train-auc:0.905551±0.000216 test-auc:0.825819±0.004565 
[495]   train-auc:0.905604±0.000214 test-auc:0.825786±0.004609 
[496]   train-auc:0.905648±0.000208 test-auc:0.825772±0.004547 
[497]   train-auc:0.905721±0.000201 test-auc:0.825686±0.004542 
[498]   train-auc:0.905767±0.000216 test-auc:0.825677±0.004455 
[499]   train-auc:0.905849±0.000200 test-auc:0.825679±0.004469 
[500]   train-auc:0.905903±0.000255 test-auc:0.825674±0.004483 
[501]   train-auc:0.905973±0.000272 test-auc:0.825709±0.004525 
[502]   train-auc:0.906036±0.000294 test-auc:0.825719±0.004542 
[503]   train-auc:0.906089±0.000334 test-auc:0.825799±0.004482 
[504]   train-auc:0.906156±0.000325 test-auc:0.825860±0.004498 
[505]   train-auc:0.906204±0.000333 test-auc:0.825841±0.004503 
[506]   train-auc:0.906280±0.000322 test-auc:0.825880±0.004532 
[507]   train-auc:0.906378±0.000327 test-auc:0.825898±0.004506 
[508]   train-auc:0.906438±0.000325 test-auc:0.825942±0.004562 
[509]   train-auc:0.906494±0.000365 test-auc:0.825903±0.004585 
[510]   train-auc:0.906556±0.000361 test-auc:0.825976±0.004545 
[511]   train-auc:0.906574±0.000345 test-auc:0.826045±0.004584 
[512]   train-auc:0.906603±0.000368 test-auc:0.825974±0.004601 
[513]   train-auc:0.906674±0.000339 test-auc:0.826027±0.004647 
[514]   train-auc:0.906760±0.000344 test-auc:0.826150±0.004594 
[515]   train-auc:0.906799±0.000358 test-auc:0.826141±0.004656 
[516]   train-auc:0.906839±0.000344 test-auc:0.826199±0.004722 
[517]   train-auc:0.906888±0.000324 test-auc:0.826241±0.004783 
[518]   train-auc:0.906920±0.000317 test-auc:0.826175±0.004719 
[519]   train-auc:0.906971±0.000356 test-auc:0.826201±0.004683 
[520]   train-auc:0.907007±0.000380 test-auc:0.826273±0.004626 
[521]   train-auc:0.907051±0.000397 test-auc:0.826295±0.004630 
[522]   train-auc:0.907108±0.000400 test-auc:0.826192±0.004663 
[523]   train-auc:0.907170±0.000374 test-auc:0.826091±0.004648 
[524]   train-auc:0.907251±0.000373 test-auc:0.826236±0.004682 
[525]   train-auc:0.907293±0.000371 test-auc:0.826246±0.004673 
[526]   train-auc:0.907351±0.000350 test-auc:0.826275±0.004640 
[527]   train-auc:0.907428±0.000339 test-auc:0.826276±0.004643 
[528]   train-auc:0.907510±0.000336 test-auc:0.826322±0.004637 
[529]   train-auc:0.907561±0.000351 test-auc:0.826362±0.004565 
[530]   train-auc:0.907595±0.000369 test-auc:0.826394±0.004573 
[531]   train-auc:0.907641±0.000393 test-auc:0.826393±0.004546 
[532]   train-auc:0.907707±0.000410 test-auc:0.826413±0.004522 
[533]   train-auc:0.907796±0.000453 test-auc:0.826366±0.004499 
[534]   train-auc:0.907859±0.000440 test-auc:0.826299±0.004471 
[535]   train-auc:0.907921±0.000461 test-auc:0.826261±0.004439 
[536]   train-auc:0.907959±0.000456 test-auc:0.826242±0.004408 
[537]   train-auc:0.908001±0.000439 test-auc:0.826194±0.004498 
[538]   train-auc:0.908026±0.000443 test-auc:0.826297±0.004486 
[539]   train-auc:0.908066±0.000459 test-auc:0.826283±0.004527 
[540]   train-auc:0.908133±0.000470 test-auc:0.826308±0.004429 
[541]   train-auc:0.908198±0.000501 test-auc:0.826344±0.004461 
[542]   train-auc:0.908241±0.000500 test-auc:0.826355±0.004442 
[543]   train-auc:0.908284±0.000511 test-auc:0.826308±0.004451 
[544]   train-auc:0.908336±0.000522 test-auc:0.826404±0.004360 
[545]   train-auc:0.908389±0.000511 test-auc:0.826422±0.004481 
[546]   train-auc:0.908423±0.000513 test-auc:0.826387±0.004464 
[547]   train-auc:0.908473±0.000501 test-auc:0.826275±0.004358 
[548]   train-auc:0.908567±0.000538 test-auc:0.826282±0.004396 
[549]   train-auc:0.908629±0.000550 test-auc:0.826261±0.004465 
[550]   train-auc:0.908660±0.000538 test-auc:0.826325±0.004472 
[551]   train-auc:0.908699±0.000555 test-auc:0.826318±0.004469 
[552]   train-auc:0.908743±0.000545 test-auc:0.826405±0.004425 
[553]   train-auc:0.908792±0.000560 test-auc:0.826429±0.004318 
[554]   train-auc:0.908863±0.000568 test-auc:0.826569±0.004389 
[555]   train-auc:0.908913±0.000575 test-auc:0.826570±0.004356 
[556]   train-auc:0.908952±0.000582 test-auc:0.826578±0.004350 
[557]   train-auc:0.909052±0.000588 test-auc:0.826614±0.004197 
[558]   train-auc:0.909114±0.000599 test-auc:0.826662±0.004262 
[559]   train-auc:0.909179±0.000611 test-auc:0.826746±0.004197 
[560]   train-auc:0.909263±0.000583 test-auc:0.826723±0.004169 
[561]   train-auc:0.909275±0.000584 test-auc:0.826758±0.004128 
[562]   train-auc:0.909353±0.000563 test-auc:0.826756±0.004089 
[563]   train-auc:0.909384±0.000570 test-auc:0.826766±0.004084 
[564]   train-auc:0.909430±0.000566 test-auc:0.826795±0.004125 
[565]   train-auc:0.909523±0.000565 test-auc:0.826905±0.004061 
[566]   train-auc:0.909580±0.000582 test-auc:0.826929±0.004055 
[567]   train-auc:0.909603±0.000551 test-auc:0.826904±0.004029 
[568]   train-auc:0.909648±0.000565 test-auc:0.826904±0.004035 
[569]   train-auc:0.909704±0.000550 test-auc:0.826936±0.004002 
[570]   train-auc:0.909789±0.000538 test-auc:0.826903±0.003981 
[571]   train-auc:0.909834±0.000557 test-auc:0.826924±0.004007 
[572]   train-auc:0.909906±0.000542 test-auc:0.826884±0.004054 
[573]   train-auc:0.909967±0.000569 test-auc:0.826889±0.004095 
[574]   train-auc:0.910056±0.000565 test-auc:0.826875±0.004048 
[575]   train-auc:0.910135±0.000543 test-auc:0.826876±0.004095 
[576]   train-auc:0.910186±0.000538 test-auc:0.827011±0.004033 
[577]   train-auc:0.910235±0.000536 test-auc:0.827037±0.004031 
[578]   train-auc:0.910249±0.000520 test-auc:0.827072±0.003965 
[579]   train-auc:0.910293±0.000513 test-auc:0.827038±0.004022 
[580]   train-auc:0.910327±0.000518 test-auc:0.827025±0.004005 
[581]   train-auc:0.910381±0.000511 test-auc:0.827007±0.004074 
[582]   train-auc:0.910431±0.000508 test-auc:0.826994±0.004085 
[583]   train-auc:0.910489±0.000493 test-auc:0.826951±0.004084 
[584]   train-auc:0.910534±0.000475 test-auc:0.826908±0.004119 
[585]   train-auc:0.910569±0.000475 test-auc:0.826895±0.004155 
[586]   train-auc:0.910622±0.000445 test-auc:0.826978±0.004195 
[587]   train-auc:0.910691±0.000434 test-auc:0.826926±0.004183 
[588]   train-auc:0.910729±0.000434 test-auc:0.826904±0.004241 
[589]   train-auc:0.910796±0.000432 test-auc:0.826980±0.004233 
[590]   train-auc:0.910823±0.000421 test-auc:0.827040±0.004234 
[591]   train-auc:0.910853±0.000414 test-auc:0.827004±0.004250 
[592]   train-auc:0.910911±0.000408 test-auc:0.827066±0.004281 
[593]   train-auc:0.910973±0.000422 test-auc:0.827020±0.004283 
[594]   train-auc:0.911001±0.000425 test-auc:0.826948±0.004358 
[595]   train-auc:0.911042±0.000439 test-auc:0.826985±0.004323 
[596]   train-auc:0.911114±0.000458 test-auc:0.826877±0.004528 
[597]   train-auc:0.911186±0.000469 test-auc:0.826827±0.004651 
[598]   train-auc:0.911259±0.000446 test-auc:0.826877±0.004682 
[599]   train-auc:0.911306±0.000455 test-auc:0.826875±0.004645 
[600]   train-auc:0.911359±0.000460 test-auc:0.826969±0.004732 
[601]   train-auc:0.911420±0.000468 test-auc:0.826964±0.004767 
[602]   train-auc:0.911492±0.000450 test-auc:0.826878±0.004871 
[603]   train-auc:0.911559±0.000441 test-auc:0.826908±0.004966 
[604]   train-auc:0.911600±0.000438 test-auc:0.826889±0.004940 
[605]   train-auc:0.911669±0.000436 test-auc:0.826938±0.004982 
[606]   train-auc:0.911707±0.000452 test-auc:0.826942±0.004993 
[607]   train-auc:0.911753±0.000460 test-auc:0.826956±0.004904 
[608]   train-auc:0.911812±0.000499 test-auc:0.826921±0.004900 
[609]   train-auc:0.911847±0.000516 test-auc:0.826972±0.004943 
[610]   train-auc:0.911893±0.000503 test-auc:0.827020±0.004940 
[611]   train-auc:0.911932±0.000482 test-auc:0.826958±0.004912 
[612]   train-auc:0.911992±0.000472 test-auc:0.826995±0.004978 
[613]   train-auc:0.912050±0.000471 test-auc:0.827019±0.004934 
[614]   train-auc:0.912101±0.000462 test-auc:0.826964±0.004920 
[615]   train-auc:0.912146±0.000462 test-auc:0.826979±0.004928 
[616]   train-auc:0.912188±0.000460 test-auc:0.826909±0.004917 
[617]   train-auc:0.912246±0.000456 test-auc:0.826898±0.004879 
[618]   train-auc:0.912287±0.000475 test-auc:0.826918±0.004924 
[619]   train-auc:0.912353±0.000482 test-auc:0.826867±0.004930 
[620]   train-auc:0.912402±0.000471 test-auc:0.826888±0.005067 
[621]   train-auc:0.912438±0.000490 test-auc:0.826897±0.005020 
[622]   train-auc:0.912477±0.000499 test-auc:0.826888±0.005046 
[623]   train-auc:0.912530±0.000510 test-auc:0.826881±0.004993 
[624]   train-auc:0.912568±0.000508 test-auc:0.826925±0.004902 
[625]   train-auc:0.912613±0.000544 test-auc:0.826941±0.004886 
[626]   train-auc:0.912645±0.000543 test-auc:0.826876±0.004894 
[627]   train-auc:0.912687±0.000533 test-auc:0.826891±0.004934 
[628]   train-auc:0.912742±0.000558 test-auc:0.826931±0.004861 
[629]   train-auc:0.912792±0.000555 test-auc:0.826986±0.004824 
[630]   train-auc:0.912869±0.000622 test-auc:0.827027±0.004798 
[631]   train-auc:0.912908±0.000630 test-auc:0.827055±0.004759 
[632]   train-auc:0.912990±0.000673 test-auc:0.827030±0.004755 
[633]   train-auc:0.913021±0.000669 test-auc:0.827101±0.004780 
[634]   train-auc:0.913066±0.000667 test-auc:0.827162±0.004862 
[635]   train-auc:0.913104±0.000665 test-auc:0.827132±0.004808 
[636]   train-auc:0.913189±0.000665 test-auc:0.827185±0.004704 
[637]   train-auc:0.913245±0.000661 test-auc:0.827185±0.004701 
[638]   train-auc:0.913284±0.000641 test-auc:0.827171±0.004759 
[639]   train-auc:0.913323±0.000633 test-auc:0.827205±0.004762 
[640]   train-auc:0.913397±0.000630 test-auc:0.827173±0.004716 
[641]   train-auc:0.913431±0.000618 test-auc:0.827168±0.004748 
[642]   train-auc:0.913468±0.000631 test-auc:0.827196±0.004777 
[643]   train-auc:0.913531±0.000610 test-auc:0.827133±0.004772 
[644]   train-auc:0.913583±0.000615 test-auc:0.827096±0.004834 
[645]   train-auc:0.913638±0.000604 test-auc:0.827153±0.004853 
[646]   train-auc:0.913684±0.000596 test-auc:0.827182±0.004851 
[647]   train-auc:0.913712±0.000597 test-auc:0.827193±0.004800 
[648]   train-auc:0.913738±0.000601 test-auc:0.827270±0.004875 
[649]   train-auc:0.913767±0.000599 test-auc:0.827265±0.004811 
[650]   train-auc:0.913815±0.000617 test-auc:0.827317±0.004855 
[651]   train-auc:0.913866±0.000620 test-auc:0.827308±0.004829 
[652]   train-auc:0.913905±0.000621 test-auc:0.827298±0.004830 
[653]   train-auc:0.913951±0.000588 test-auc:0.827250±0.004801 
[654]   train-auc:0.914020±0.000629 test-auc:0.827222±0.004690 
[655]   train-auc:0.914073±0.000619 test-auc:0.827330±0.004630 
[656]   train-auc:0.914119±0.000617 test-auc:0.827313±0.004609 
[657]   train-auc:0.914195±0.000575 test-auc:0.827303±0.004527 
[658]   train-auc:0.914268±0.000608 test-auc:0.827239±0.004543 
[659]   train-auc:0.914294±0.000624 test-auc:0.827146±0.004596 
[660]   train-auc:0.914350±0.000677 test-auc:0.827142±0.004598 
[661]   train-auc:0.914427±0.000647 test-auc:0.827119±0.004680 
[662]   train-auc:0.914506±0.000653 test-auc:0.827172±0.004652 
[663]   train-auc:0.914566±0.000646 test-auc:0.827200±0.004649 
[664]   train-auc:0.914605±0.000647 test-auc:0.827194±0.004626 
[665]   train-auc:0.914641±0.000645 test-auc:0.827191±0.004619 
[666]   train-auc:0.914700±0.000622 test-auc:0.827226±0.004519 
[667]   train-auc:0.914767±0.000598 test-auc:0.827289±0.004504 
[668]   train-auc:0.914802±0.000602 test-auc:0.827313±0.004443 
[669]   train-auc:0.914856±0.000589 test-auc:0.827335±0.004399 
[670]   train-auc:0.914914±0.000574 test-auc:0.827281±0.004362 
[671]   train-auc:0.914942±0.000573 test-auc:0.827287±0.004398 
[672]   train-auc:0.914990±0.000594 test-auc:0.827245±0.004341 
[673]   train-auc:0.915048±0.000594 test-auc:0.827221±0.004386 
[674]   train-auc:0.915100±0.000567 test-auc:0.827203±0.004402 
[675]   train-auc:0.915132±0.000563 test-auc:0.827177±0.004345 
[676]   train-auc:0.915228±0.000570 test-auc:0.827196±0.004342 
[677]   train-auc:0.915257±0.000567 test-auc:0.827212±0.004389 
[678]   train-auc:0.915307±0.000552 test-auc:0.827248±0.004455 
[679]   train-auc:0.915340±0.000566 test-auc:0.827239±0.004452 
[680]   train-auc:0.915384±0.000601 test-auc:0.827330±0.004363 
[681]   train-auc:0.915431±0.000584 test-auc:0.827383±0.004387 
[682]   train-auc:0.915472±0.000598 test-auc:0.827421±0.004406 
[683]   train-auc:0.915498±0.000595 test-auc:0.827435±0.004403 
[684]   train-auc:0.915548±0.000651 test-auc:0.827465±0.004400 
[685]   train-auc:0.915593±0.000633 test-auc:0.827464±0.004400 
[686]   train-auc:0.915640±0.000636 test-auc:0.827446±0.004375 
[687]   train-auc:0.915741±0.000610 test-auc:0.827448±0.004410 
[688]   train-auc:0.915810±0.000616 test-auc:0.827515±0.004404 
[689]   train-auc:0.915858±0.000610 test-auc:0.827500±0.004440 
[690]   train-auc:0.915895±0.000622 test-auc:0.827505±0.004426 
[691]   train-auc:0.915927±0.000615 test-auc:0.827484±0.004457 
[692]   train-auc:0.915973±0.000639 test-auc:0.827527±0.004425 
[693]   train-auc:0.916011±0.000630 test-auc:0.827499±0.004380 
[694]   train-auc:0.916089±0.000634 test-auc:0.827517±0.004348 
[695]   train-auc:0.916118±0.000634 test-auc:0.827512±0.004388 
[696]   train-auc:0.916179±0.000639 test-auc:0.827493±0.004413 
[697]   train-auc:0.916245±0.000624 test-auc:0.827506±0.004477 
[698]   train-auc:0.916287±0.000614 test-auc:0.827351±0.004463 
[699]   train-auc:0.916331±0.000644 test-auc:0.827347±0.004457 
[700]   train-auc:0.916386±0.000639 test-auc:0.827419±0.004505 
[701]   train-auc:0.916441±0.000646 test-auc:0.827335±0.004468 
[702]   train-auc:0.916484±0.000667 test-auc:0.827238±0.004554 
[703]   train-auc:0.916527±0.000657 test-auc:0.827246±0.004582 
[704]   train-auc:0.916575±0.000650 test-auc:0.827214±0.004630 
[705]   train-auc:0.916639±0.000639 test-auc:0.827166±0.004619 
[706]   train-auc:0.916691±0.000675 test-auc:0.827131±0.004652 
[707]   train-auc:0.916751±0.000703 test-auc:0.827142±0.004647 
[708]   train-auc:0.916776±0.000706 test-auc:0.827116±0.004709 
[709]   train-auc:0.916809±0.000694 test-auc:0.827122±0.004684 
[710]   train-auc:0.916851±0.000670 test-auc:0.827092±0.004648 
[711]   train-auc:0.916896±0.000691 test-auc:0.827174±0.004703 
[712]   train-auc:0.916944±0.000693 test-auc:0.827124±0.004642 
[713]   train-auc:0.916988±0.000678 test-auc:0.827155±0.004654 
[714]   train-auc:0.917038±0.000689 test-auc:0.827203±0.004605 
[715]   train-auc:0.917051±0.000698 test-auc:0.827195±0.004627 
[716]   train-auc:0.917101±0.000676 test-auc:0.827225±0.004696 
[717]   train-auc:0.917176±0.000667 test-auc:0.827231±0.004706 
[718]   train-auc:0.917229±0.000701 test-auc:0.827256±0.004674 
[719]   train-auc:0.917293±0.000735 test-auc:0.827334±0.004628 
[720]   train-auc:0.917340±0.000743 test-auc:0.827469±0.004610 
[721]   train-auc:0.917380±0.000728 test-auc:0.827543±0.004539 
[722]   train-auc:0.917416±0.000725 test-auc:0.827542±0.004483 
[723]   train-auc:0.917457±0.000739 test-auc:0.827500±0.004528 
[724]   train-auc:0.917503±0.000754 test-auc:0.827506±0.004509 
[725]   train-auc:0.917532±0.000774 test-auc:0.827532±0.004532 
[726]   train-auc:0.917598±0.000778 test-auc:0.827585±0.004492 
[727]   train-auc:0.917649±0.000752 test-auc:0.827565±0.004517 
[728]   train-auc:0.917684±0.000772 test-auc:0.827621±0.004481 
[729]   train-auc:0.917720±0.000789 test-auc:0.827605±0.004442 
[730]   train-auc:0.917770±0.000772 test-auc:0.827576±0.004493 
[731]   train-auc:0.917818±0.000783 test-auc:0.827578±0.004464 
[732]   train-auc:0.917866±0.000776 test-auc:0.827562±0.004420 
[733]   train-auc:0.917922±0.000800 test-auc:0.827560±0.004359 
[734]   train-auc:0.917958±0.000805 test-auc:0.827617±0.004351 
[735]   train-auc:0.918000±0.000809 test-auc:0.827629±0.004462 
[736]   train-auc:0.918020±0.000812 test-auc:0.827622±0.004469 
[737]   train-auc:0.918056±0.000829 test-auc:0.827609±0.004475 
[738]   train-auc:0.918104±0.000802 test-auc:0.827685±0.004495 
[739]   train-auc:0.918141±0.000809 test-auc:0.827640±0.004494 
[740]   train-auc:0.918220±0.000816 test-auc:0.827679±0.004427 
[741]   train-auc:0.918277±0.000783 test-auc:0.827761±0.004410 
[742]   train-auc:0.918327±0.000770 test-auc:0.827786±0.004528 
[743]   train-auc:0.918380±0.000760 test-auc:0.827768±0.004582 
[744]   train-auc:0.918435±0.000763 test-auc:0.827793±0.004562 
[745]   train-auc:0.918479±0.000731 test-auc:0.827781±0.004616 
[746]   train-auc:0.918520±0.000706 test-auc:0.827776±0.004614 
[747]   train-auc:0.918561±0.000695 test-auc:0.827804±0.004575 
[748]   train-auc:0.918589±0.000693 test-auc:0.827786±0.004562 
[749]   train-auc:0.918625±0.000687 test-auc:0.827871±0.004473 
[750]   train-auc:0.918692±0.000709 test-auc:0.827941±0.004392 
[751]   train-auc:0.918722±0.000694 test-auc:0.827841±0.004430 
[752]   train-auc:0.918760±0.000709 test-auc:0.827895±0.004499 
[753]   train-auc:0.918779±0.000717 test-auc:0.827872±0.004491 
[754]   train-auc:0.918805±0.000727 test-auc:0.827889±0.004530 
[755]   train-auc:0.918866±0.000754 test-auc:0.827872±0.004475 
[756]   train-auc:0.918896±0.000772 test-auc:0.827878±0.004437 
[757]   train-auc:0.918933±0.000760 test-auc:0.827888±0.004459 
[758]   train-auc:0.919000±0.000777 test-auc:0.827836±0.004443 
[759]   train-auc:0.919038±0.000799 test-auc:0.827818±0.004466 
[760]   train-auc:0.919074±0.000804 test-auc:0.827837±0.004501 
[761]   train-auc:0.919100±0.000812 test-auc:0.827897±0.004440 
[762]   train-auc:0.919122±0.000831 test-auc:0.827936±0.004415 
[763]   train-auc:0.919144±0.000828 test-auc:0.827990±0.004422 
[764]   train-auc:0.919179±0.000815 test-auc:0.827891±0.004472 
[765]   train-auc:0.919207±0.000832 test-auc:0.827888±0.004503 
[766]   train-auc:0.919223±0.000820 test-auc:0.827932±0.004549 
[767]   train-auc:0.919270±0.000829 test-auc:0.828007±0.004468 
[768]   train-auc:0.919330±0.000793 test-auc:0.828004±0.004505 
[769]   train-auc:0.919359±0.000789 test-auc:0.827958±0.004513 
[770]   train-auc:0.919392±0.000792 test-auc:0.827922±0.004535 
[771]   train-auc:0.919435±0.000805 test-auc:0.827900±0.004575 
[772]   train-auc:0.919465±0.000811 test-auc:0.827897±0.004564 
[773]   train-auc:0.919496±0.000817 test-auc:0.827906±0.004590 
[774]   train-auc:0.919538±0.000801 test-auc:0.827917±0.004577 
[775]   train-auc:0.919583±0.000817 test-auc:0.827978±0.004530 
[776]   train-auc:0.919622±0.000805 test-auc:0.828000±0.004628 
[777]   train-auc:0.919654±0.000825 test-auc:0.828028±0.004632 
[778]   train-auc:0.919723±0.000880 test-auc:0.828046±0.004643 
[779]   train-auc:0.919765±0.000888 test-auc:0.828115±0.004606 
[780]   train-auc:0.919796±0.000889 test-auc:0.828072±0.004618 
[781]   train-auc:0.919823±0.000892 test-auc:0.828021±0.004578 
[782]   train-auc:0.919862±0.000861 test-auc:0.827997±0.004558 
[783]   train-auc:0.919911±0.000836 test-auc:0.827970±0.004519 
[784]   train-auc:0.919985±0.000824 test-auc:0.827996±0.004577 
[785]   train-auc:0.920056±0.000851 test-auc:0.828091±0.004520 
[786]   train-auc:0.920090±0.000848 test-auc:0.828076±0.004559 
[787]   train-auc:0.920121±0.000865 test-auc:0.828185±0.004552 
[788]   train-auc:0.920137±0.000878 test-auc:0.828190±0.004540 
[789]   train-auc:0.920179±0.000872 test-auc:0.828219±0.004504 
[790]   train-auc:0.920209±0.000870 test-auc:0.828217±0.004498 
[791]   train-auc:0.920250±0.000885 test-auc:0.828254±0.004510 
[792]   train-auc:0.920338±0.000916 test-auc:0.828314±0.004498 
[793]   train-auc:0.920398±0.000948 test-auc:0.828338±0.004537 
[794]   train-auc:0.920412±0.000948 test-auc:0.828337±0.004510 
[795]   train-auc:0.920462±0.000938 test-auc:0.828307±0.004514 
[796]   train-auc:0.920506±0.000961 test-auc:0.828332±0.004521 
[797]   train-auc:0.920542±0.000959 test-auc:0.828340±0.004551 
[798]   train-auc:0.920588±0.000992 test-auc:0.828322±0.004543 
[799]   train-auc:0.920626±0.000986 test-auc:0.828356±0.004458 
[800]   train-auc:0.920671±0.000975 test-auc:0.828421±0.004373 
[801]   train-auc:0.920730±0.000988 test-auc:0.828344±0.004415 
[802]   train-auc:0.920767±0.000989 test-auc:0.828391±0.004395 
[803]   train-auc:0.920831±0.000940 test-auc:0.828396±0.004425 
[804]   train-auc:0.920868±0.000952 test-auc:0.828338±0.004490 
[805]   train-auc:0.920946±0.000922 test-auc:0.828390±0.004585 
[806]   train-auc:0.920980±0.000940 test-auc:0.828508±0.004632 
[807]   train-auc:0.921042±0.000937 test-auc:0.828469±0.004476 
[808]   train-auc:0.921084±0.000961 test-auc:0.828448±0.004462 
[809]   train-auc:0.921121±0.000946 test-auc:0.828439±0.004472 
[810]   train-auc:0.921151±0.000967 test-auc:0.828471±0.004469 
[811]   train-auc:0.921188±0.000992 test-auc:0.828465±0.004496 
[812]   train-auc:0.921240±0.001024 test-auc:0.828415±0.004492 
[813]   train-auc:0.921261±0.001036 test-auc:0.828405±0.004505 
[814]   train-auc:0.921304±0.001026 test-auc:0.828392±0.004551 
[815]   train-auc:0.921324±0.001026 test-auc:0.828459±0.004561 
[816]   train-auc:0.921350±0.001028 test-auc:0.828450±0.004591 
[817]   train-auc:0.921410±0.001007 test-auc:0.828406±0.004554 
[818]   train-auc:0.921451±0.000971 test-auc:0.828400±0.004566 
[819]   train-auc:0.921487±0.000984 test-auc:0.828399±0.004554 
[820]   train-auc:0.921530±0.000975 test-auc:0.828309±0.004616 
[821]   train-auc:0.921581±0.000986 test-auc:0.828314±0.004657 
[822]   train-auc:0.921621±0.000978 test-auc:0.828306±0.004640 
[823]   train-auc:0.921636±0.000975 test-auc:0.828313±0.004582 
[824]   train-auc:0.921692±0.000920 test-auc:0.828423±0.004524 
[825]   train-auc:0.921735±0.000922 test-auc:0.828367±0.004473 
[826]   train-auc:0.921792±0.000935 test-auc:0.828430±0.004488 
[827]   train-auc:0.921837±0.000893 test-auc:0.828460±0.004346 
[828]   train-auc:0.921857±0.000920 test-auc:0.828441±0.004358 
[829]   train-auc:0.921899±0.000937 test-auc:0.828419±0.004346 
[830]   train-auc:0.921952±0.000912 test-auc:0.828402±0.004331 
[831]   train-auc:0.921987±0.000879 test-auc:0.828432±0.004327 
[832]   train-auc:0.922056±0.000910 test-auc:0.828485±0.004277 
[833]   train-auc:0.922099±0.000925 test-auc:0.828495±0.004272 
[834]   train-auc:0.922146±0.000948 test-auc:0.828534±0.004289 
[835]   train-auc:0.922197±0.000948 test-auc:0.828596±0.004342 
[836]   train-auc:0.922222±0.000955 test-auc:0.828622±0.004325 
[837]   train-auc:0.922272±0.000966 test-auc:0.828567±0.004335 
[838]   train-auc:0.922325±0.000968 test-auc:0.828550±0.004325 
[839]   train-auc:0.922349±0.000961 test-auc:0.828535±0.004331 
[840]   train-auc:0.922376±0.000958 test-auc:0.828593±0.004330 
[841]   train-auc:0.922407±0.000957 test-auc:0.828575±0.004396 
[842]   train-auc:0.922442±0.000959 test-auc:0.828590±0.004307 
[843]   train-auc:0.922470±0.000941 test-auc:0.828600±0.004274 
[844]   train-auc:0.922502±0.000934 test-auc:0.828593±0.004328 
[845]   train-auc:0.922556±0.000934 test-auc:0.828587±0.004435 
[846]   train-auc:0.922582±0.000933 test-auc:0.828529±0.004457 
[847]   train-auc:0.922642±0.000903 test-auc:0.828593±0.004440 
[848]   train-auc:0.922679±0.000895 test-auc:0.828532±0.004487 
[849]   train-auc:0.922705±0.000907 test-auc:0.828520±0.004515 
[850]   train-auc:0.922740±0.000911 test-auc:0.828491±0.004573 
[851]   train-auc:0.922769±0.000903 test-auc:0.828465±0.004516 
[852]   train-auc:0.922817±0.000897 test-auc:0.828425±0.004490 
[853]   train-auc:0.922844±0.000890 test-auc:0.828425±0.004450 
[854]   train-auc:0.922886±0.000895 test-auc:0.828398±0.004525 
[855]   train-auc:0.922916±0.000916 test-auc:0.828361±0.004543 
[856]   train-auc:0.922947±0.000896 test-auc:0.828395±0.004498 
[857]   train-auc:0.922977±0.000901 test-auc:0.828444±0.004482 
[858]   train-auc:0.923010±0.000902 test-auc:0.828459±0.004525 
[859]   train-auc:0.923059±0.000878 test-auc:0.828452±0.004448 
[860]   train-auc:0.923116±0.000879 test-auc:0.828489±0.004397 
[861]   train-auc:0.923129±0.000870 test-auc:0.828494±0.004417 
[862]   train-auc:0.923176±0.000876 test-auc:0.828478±0.004400 
[863]   train-auc:0.923198±0.000882 test-auc:0.828432±0.004358 
[864]   train-auc:0.923244±0.000866 test-auc:0.828490±0.004441 
[865]   train-auc:0.923295±0.000818 test-auc:0.828477±0.004410 
[866]   train-auc:0.923354±0.000836 test-auc:0.828543±0.004391 
[867]   train-auc:0.923388±0.000828 test-auc:0.828521±0.004254 
[868]   train-auc:0.923429±0.000836 test-auc:0.828506±0.004369 
[869]   train-auc:0.923467±0.000835 test-auc:0.828507±0.004377 
[870]   train-auc:0.923493±0.000830 test-auc:0.828536±0.004426 
[871]   train-auc:0.923539±0.000860 test-auc:0.828593±0.004408 
[872]   train-auc:0.923588±0.000852 test-auc:0.828613±0.004427 
[873]   train-auc:0.923639±0.000837 test-auc:0.828575±0.004447 
[874]   train-auc:0.923662±0.000840 test-auc:0.828532±0.004433 
[875]   train-auc:0.923683±0.000855 test-auc:0.828558±0.004427 
[876]   train-auc:0.923731±0.000851 test-auc:0.828500±0.004409 
[877]   train-auc:0.923816±0.000866 test-auc:0.828495±0.004393 
[878]   train-auc:0.923871±0.000850 test-auc:0.828553±0.004472 
[879]   train-auc:0.923907±0.000843 test-auc:0.828545±0.004418 
[880]   train-auc:0.923933±0.000823 test-auc:0.828511±0.004463 
[881]   train-auc:0.923968±0.000810 test-auc:0.828470±0.004456 
[882]   train-auc:0.923987±0.000810 test-auc:0.828501±0.004485 
[883]   train-auc:0.924070±0.000810 test-auc:0.828512±0.004461 
[884]   train-auc:0.924128±0.000806 test-auc:0.828526±0.004448 
[885]   train-auc:0.924149±0.000809 test-auc:0.828459±0.004438 
[886]   train-auc:0.924179±0.000830 test-auc:0.828503±0.004420 
[887]   train-auc:0.924232±0.000846 test-auc:0.828473±0.004432 
[888]   train-auc:0.924290±0.000825 test-auc:0.828512±0.004511 
[889]   train-auc:0.924319±0.000843 test-auc:0.828544±0.004471 
[890]   train-auc:0.924347±0.000846 test-auc:0.828524±0.004473 
[891]   train-auc:0.924376±0.000838 test-auc:0.828591±0.004481 
[892]   train-auc:0.924403±0.000847 test-auc:0.828667±0.004420 
[893]   train-auc:0.924418±0.000850 test-auc:0.828646±0.004421 
[894]   train-auc:0.924452±0.000816 test-auc:0.828644±0.004373 
[895]   train-auc:0.924489±0.000796 test-auc:0.828601±0.004328 
[896]   train-auc:0.924519±0.000773 test-auc:0.828588±0.004312 
[897]   train-auc:0.924532±0.000792 test-auc:0.828565±0.004323 
[898]   train-auc:0.924554±0.000806 test-auc:0.828559±0.004332 
[899]   train-auc:0.924586±0.000807 test-auc:0.828496±0.004430 
[900]   train-auc:0.924654±0.000809 test-auc:0.828546±0.004424 
[901]   train-auc:0.924677±0.000826 test-auc:0.828502±0.004428 
[902]   train-auc:0.924721±0.000824 test-auc:0.828548±0.004393 
[903]   train-auc:0.924773±0.000812 test-auc:0.828560±0.004444 
[904]   train-auc:0.924815±0.000808 test-auc:0.828535±0.004484 
[905]   train-auc:0.924835±0.000817 test-auc:0.828512±0.004442 
[906]   train-auc:0.924888±0.000756 test-auc:0.828506±0.004530 
[907]   train-auc:0.924937±0.000755 test-auc:0.828569±0.004507 
[908]   train-auc:0.924977±0.000740 test-auc:0.828573±0.004605 
[909]   train-auc:0.925021±0.000747 test-auc:0.828579±0.004664 
[910]   train-auc:0.925062±0.000745 test-auc:0.828572±0.004745 
[911]   train-auc:0.925085±0.000767 test-auc:0.828553±0.004757 
[912]   train-auc:0.925102±0.000769 test-auc:0.828610±0.004724 
[913]   train-auc:0.925110±0.000752 test-auc:0.828643±0.004678 
[914]   train-auc:0.925167±0.000729 test-auc:0.828660±0.004582 
[915]   train-auc:0.925201±0.000713 test-auc:0.828675±0.004593 
[916]   train-auc:0.925236±0.000714 test-auc:0.828721±0.004574 
[917]   train-auc:0.925262±0.000716 test-auc:0.828724±0.004572 
[918]   train-auc:0.925291±0.000732 test-auc:0.828705±0.004586 
[919]   train-auc:0.925330±0.000719 test-auc:0.828667±0.004650 
[920]   train-auc:0.925366±0.000727 test-auc:0.828711±0.004644 
[921]   train-auc:0.925396±0.000728 test-auc:0.828693±0.004668 
[922]   train-auc:0.925436±0.000748 test-auc:0.828675±0.004665 
[923]   train-auc:0.925479±0.000743 test-auc:0.828745±0.004629 
[924]   train-auc:0.925539±0.000754 test-auc:0.828740±0.004588 
[925]   train-auc:0.925608±0.000747 test-auc:0.828795±0.004557 
[926]   train-auc:0.925640±0.000757 test-auc:0.828801±0.004549 
[927]   train-auc:0.925663±0.000744 test-auc:0.828781±0.004541 
[928]   train-auc:0.925690±0.000751 test-auc:0.828763±0.004501 
[929]   train-auc:0.925718±0.000751 test-auc:0.828790±0.004519 
[930]   train-auc:0.925735±0.000755 test-auc:0.828762±0.004533 
[931]   train-auc:0.925774±0.000756 test-auc:0.828688±0.004557 
[932]   train-auc:0.925822±0.000731 test-auc:0.828700±0.004606 
[933]   train-auc:0.925861±0.000741 test-auc:0.828772±0.004525 
[934]   train-auc:0.925905±0.000725 test-auc:0.828793±0.004481 
[935]   train-auc:0.925936±0.000708 test-auc:0.828887±0.004400 
[936]   train-auc:0.925980±0.000694 test-auc:0.828877±0.004417 
[937]   train-auc:0.926008±0.000692 test-auc:0.828879±0.004453 
[938]   train-auc:0.926044±0.000700 test-auc:0.828906±0.004428 
[939]   train-auc:0.926088±0.000715 test-auc:0.828936±0.004426 
[940]   train-auc:0.926105±0.000733 test-auc:0.828938±0.004349 
[941]   train-auc:0.926128±0.000737 test-auc:0.828909±0.004287 
[942]   train-auc:0.926143±0.000739 test-auc:0.828873±0.004298 
[943]   train-auc:0.926181±0.000711 test-auc:0.828846±0.004261 
[944]   train-auc:0.926211±0.000711 test-auc:0.828900±0.004366 
[945]   train-auc:0.926248±0.000731 test-auc:0.828886±0.004348 
[946]   train-auc:0.926301±0.000725 test-auc:0.828933±0.004421 
[947]   train-auc:0.926331±0.000727 test-auc:0.829021±0.004372 
[948]   train-auc:0.926377±0.000716 test-auc:0.829011±0.004384 
[949]   train-auc:0.926410±0.000721 test-auc:0.829019±0.004398 
[950]   train-auc:0.926444±0.000727 test-auc:0.829056±0.004367 
[951]   train-auc:0.926480±0.000722 test-auc:0.829095±0.004335 
[952]   train-auc:0.926501±0.000720 test-auc:0.829120±0.004368 
[953]   train-auc:0.926545±0.000729 test-auc:0.829163±0.004348 
[954]   train-auc:0.926607±0.000685 test-auc:0.829202±0.004448 
[955]   train-auc:0.926658±0.000658 test-auc:0.829258±0.004488 
[956]   train-auc:0.926688±0.000650 test-auc:0.829210±0.004465 
[957]   train-auc:0.926716±0.000640 test-auc:0.829236±0.004427 
[958]   train-auc:0.926750±0.000641 test-auc:0.829257±0.004442 
[959]   train-auc:0.926773±0.000648 test-auc:0.829248±0.004448 
[960]   train-auc:0.926808±0.000655 test-auc:0.829218±0.004433 
[961]   train-auc:0.926850±0.000653 test-auc:0.829177±0.004429 
[962]   train-auc:0.926888±0.000644 test-auc:0.829182±0.004472 
[963]   train-auc:0.926914±0.000641 test-auc:0.829206±0.004422 
[964]   train-auc:0.926937±0.000643 test-auc:0.829230±0.004398 
[965]   train-auc:0.926960±0.000643 test-auc:0.829207±0.004382 
[966]   train-auc:0.926998±0.000642 test-auc:0.829164±0.004244 
[967]   train-auc:0.927038±0.000646 test-auc:0.829173±0.004205 
[968]   train-auc:0.927070±0.000646 test-auc:0.829206±0.004271 
[969]   train-auc:0.927111±0.000653 test-auc:0.829200±0.004234 
[970]   train-auc:0.927138±0.000652 test-auc:0.829189±0.004249 
[971]   train-auc:0.927174±0.000666 test-auc:0.829206±0.004156 
[972]   train-auc:0.927244±0.000634 test-auc:0.829195±0.004051 
[973]   train-auc:0.927288±0.000609 test-auc:0.829155±0.004052 
[974]   train-auc:0.927312±0.000584 test-auc:0.829154±0.004105 
[975]   train-auc:0.927323±0.000589 test-auc:0.829219±0.004109 
[976]   train-auc:0.927365±0.000596 test-auc:0.829283±0.004045 
[977]   train-auc:0.927403±0.000581 test-auc:0.829256±0.004037 
[978]   train-auc:0.927443±0.000582 test-auc:0.829226±0.004091 
[979]   train-auc:0.927485±0.000585 test-auc:0.829239±0.004127 
[980]   train-auc:0.927492±0.000574 test-auc:0.829262±0.004062 
[981]   train-auc:0.927531±0.000572 test-auc:0.829266±0.004072 
[982]   train-auc:0.927551±0.000556 test-auc:0.829233±0.004027 
[983]   train-auc:0.927587±0.000536 test-auc:0.829240±0.004081 
[984]   train-auc:0.927623±0.000531 test-auc:0.829224±0.004084 
[985]   train-auc:0.927658±0.000553 test-auc:0.829238±0.004085 
[986]   train-auc:0.927683±0.000566 test-auc:0.829289±0.004129 
[987]   train-auc:0.927701±0.000571 test-auc:0.829289±0.004041 
[988]   train-auc:0.927729±0.000582 test-auc:0.829301±0.004039 
[989]   train-auc:0.927761±0.000584 test-auc:0.829250±0.004063 
[990]   train-auc:0.927791±0.000591 test-auc:0.829253±0.004013 
[991]   train-auc:0.927822±0.000608 test-auc:0.829260±0.004007 
[992]   train-auc:0.927846±0.000614 test-auc:0.829227±0.004004 
[993]   train-auc:0.927874±0.000602 test-auc:0.829286±0.004099 
[994]   train-auc:0.927910±0.000584 test-auc:0.829337±0.004021 
[995]   train-auc:0.927953±0.000576 test-auc:0.829369±0.004037 
[996]   train-auc:0.927999±0.000586 test-auc:0.829403±0.004098 
[997]   train-auc:0.928034±0.000572 test-auc:0.829367±0.004014 
[998]   train-auc:0.928059±0.000585 test-auc:0.829389±0.004039 
[999]   train-auc:0.928085±0.000599 test-auc:0.829390±0.004021 
[1000]  train-auc:0.928101±0.000607 test-auc:0.829464±0.004010 
[1001]  train-auc:0.928124±0.000589 test-auc:0.829472±0.004065 
[1002]  train-auc:0.928153±0.000595 test-auc:0.829464±0.004045 
[1003]  train-auc:0.928177±0.000575 test-auc:0.829456±0.004049 
[1004]  train-auc:0.928206±0.000574 test-auc:0.829434±0.004011 
[1005]  train-auc:0.928247±0.000584 test-auc:0.829381±0.004026 
[1006]  train-auc:0.928298±0.000610 test-auc:0.829355±0.004068 
[1007]  train-auc:0.928325±0.000616 test-auc:0.829409±0.004130 
[1008]  train-auc:0.928353±0.000622 test-auc:0.829399±0.004107 
[1009]  train-auc:0.928377±0.000611 test-auc:0.829371±0.003991 
[1010]  train-auc:0.928392±0.000611 test-auc:0.829362±0.003975 
[1011]  train-auc:0.928419±0.000618 test-auc:0.829360±0.003917 
[1012]  train-auc:0.928472±0.000636 test-auc:0.829342±0.003940 
[1013]  train-auc:0.928511±0.000647 test-auc:0.829363±0.003925 
[1014]  train-auc:0.928529±0.000641 test-auc:0.829361±0.003961 
[1015]  train-auc:0.928550±0.000647 test-auc:0.829317±0.003995 
[1016]  train-auc:0.928592±0.000644 test-auc:0.829295±0.003990 
[1017]  train-auc:0.928622±0.000620 test-auc:0.829308±0.004003 
[1018]  train-auc:0.928663±0.000595 test-auc:0.829285±0.004023 
[1019]  train-auc:0.928694±0.000578 test-auc:0.829319±0.004031 
[1020]  train-auc:0.928721±0.000588 test-auc:0.829328±0.004092 
[1021]  train-auc:0.928734±0.000566 test-auc:0.829361±0.004082 
[1022]  train-auc:0.928763±0.000593 test-auc:0.829416±0.004060 
[1023]  train-auc:0.928807±0.000578 test-auc:0.829451±0.003946 
[1024]  train-auc:0.928841±0.000571 test-auc:0.829447±0.003983 
[1025]  train-auc:0.928878±0.000567 test-auc:0.829475±0.004048 
[1026]  train-auc:0.928916±0.000582 test-auc:0.829534±0.004049 
[1027]  train-auc:0.928964±0.000583 test-auc:0.829497±0.003955 
[1028]  train-auc:0.928999±0.000589 test-auc:0.829437±0.003967 
[1029]  train-auc:0.929027±0.000596 test-auc:0.829469±0.003941 
[1030]  train-auc:0.929070±0.000607 test-auc:0.829484±0.003921 
[1031]  train-auc:0.929109±0.000587 test-auc:0.829560±0.003913 
[1032]  train-auc:0.929152±0.000570 test-auc:0.829609±0.003920 
[1033]  train-auc:0.929169±0.000561 test-auc:0.829596±0.003977 
[1034]  train-auc:0.929208±0.000561 test-auc:0.829530±0.003980 
[1035]  train-auc:0.929245±0.000570 test-auc:0.829596±0.003987 
[1036]  train-auc:0.929256±0.000567 test-auc:0.829589±0.004020 
[1037]  train-auc:0.929274±0.000565 test-auc:0.829570±0.004050 
[1038]  train-auc:0.929300±0.000552 test-auc:0.829503±0.004063 
[1039]  train-auc:0.929323±0.000555 test-auc:0.829466±0.004039 
[1040]  train-auc:0.929343±0.000544 test-auc:0.829466±0.003973 
[1041]  train-auc:0.929376±0.000535 test-auc:0.829484±0.003987 
[1042]  train-auc:0.929413±0.000515 test-auc:0.829456±0.004052 
[1043]  train-auc:0.929452±0.000531 test-auc:0.829467±0.004039 
[1044]  train-auc:0.929482±0.000537 test-auc:0.829472±0.004098 
[1045]  train-auc:0.929509±0.000526 test-auc:0.829502±0.004060 
[1046]  train-auc:0.929536±0.000547 test-auc:0.829510±0.004011 
[1047]  train-auc:0.929571±0.000545 test-auc:0.829482±0.003940 
[1048]  train-auc:0.929602±0.000541 test-auc:0.829530±0.003901 
[1049]  train-auc:0.929629±0.000517 test-auc:0.829529±0.003824 
[1050]  train-auc:0.929679±0.000512 test-auc:0.829574±0.003877 
[1051]  train-auc:0.929726±0.000494 test-auc:0.829617±0.003855 
[1052]  train-auc:0.929747±0.000497 test-auc:0.829591±0.003835 
[1053]  train-auc:0.929768±0.000476 test-auc:0.829566±0.003848 
[1054]  train-auc:0.929816±0.000470 test-auc:0.829529±0.003885 
[1055]  train-auc:0.929833±0.000469 test-auc:0.829596±0.003947 
[1056]  train-auc:0.929865±0.000463 test-auc:0.829683±0.003989 
[1057]  train-auc:0.929899±0.000460 test-auc:0.829702±0.003992 
[1058]  train-auc:0.929926±0.000440 test-auc:0.829735±0.003967 
[1059]  train-auc:0.929943±0.000426 test-auc:0.829684±0.003925 
[1060]  train-auc:0.929976±0.000450 test-auc:0.829646±0.003925 
[1061]  train-auc:0.930006±0.000431 test-auc:0.829681±0.003911 
[1062]  train-auc:0.930031±0.000435 test-auc:0.829624±0.003910 
[1063]  train-auc:0.930060±0.000443 test-auc:0.829575±0.003941 
[1064]  train-auc:0.930096±0.000412 test-auc:0.829544±0.003940 
[1065]  train-auc:0.930138±0.000396 test-auc:0.829578±0.003971 
[1066]  train-auc:0.930194±0.000433 test-auc:0.829569±0.003966 
[1067]  train-auc:0.930236±0.000455 test-auc:0.829597±0.004015 
[1068]  train-auc:0.930264±0.000452 test-auc:0.829601±0.004008 
[1069]  train-auc:0.930295±0.000441 test-auc:0.829652±0.003994 
[1070]  train-auc:0.930327±0.000450 test-auc:0.829672±0.003982 
[1071]  train-auc:0.930364±0.000477 test-auc:0.829713±0.003955 
[1072]  train-auc:0.930392±0.000485 test-auc:0.829736±0.004017 
[1073]  train-auc:0.930408±0.000483 test-auc:0.829723±0.003992 
[1074]  train-auc:0.930436±0.000483 test-auc:0.829712±0.004016 
[1075]  train-auc:0.930449±0.000480 test-auc:0.829685±0.004014 
[1076]  train-auc:0.930460±0.000481 test-auc:0.829699±0.003997 
[1077]  train-auc:0.930495±0.000474 test-auc:0.829751±0.004037 
[1078]  train-auc:0.930537±0.000476 test-auc:0.829729±0.004087 
[1079]  train-auc:0.930558±0.000478 test-auc:0.829755±0.004042 
[1080]  train-auc:0.930569±0.000454 test-auc:0.829757±0.004022 
[1081]  train-auc:0.930592±0.000446 test-auc:0.829766±0.004092 
[1082]  train-auc:0.930606±0.000448 test-auc:0.829747±0.004119 
[1083]  train-auc:0.930632±0.000452 test-auc:0.829802±0.004114 
[1084]  train-auc:0.930649±0.000474 test-auc:0.829821±0.004125 
[1085]  train-auc:0.930687±0.000460 test-auc:0.829844±0.004162 
[1086]  train-auc:0.930708±0.000480 test-auc:0.829813±0.004212 
[1087]  train-auc:0.930738±0.000502 test-auc:0.829835±0.004219 
[1088]  train-auc:0.930769±0.000520 test-auc:0.829763±0.004220 
[1089]  train-auc:0.930795±0.000539 test-auc:0.829716±0.004235 
[1090]  train-auc:0.930825±0.000516 test-auc:0.829704±0.004165 
[1091]  train-auc:0.930860±0.000494 test-auc:0.829694±0.004161 
[1092]  train-auc:0.930895±0.000491 test-auc:0.829750±0.004231 
[1093]  train-auc:0.930920±0.000496 test-auc:0.829762±0.004233 
[1094]  train-auc:0.930953±0.000505 test-auc:0.829831±0.004200 
[1095]  train-auc:0.930992±0.000476 test-auc:0.829880±0.004172 
[1096]  train-auc:0.931017±0.000471 test-auc:0.829895±0.004082 
[1097]  train-auc:0.931039±0.000474 test-auc:0.829842±0.004075 
[1098]  train-auc:0.931080±0.000477 test-auc:0.829819±0.004011 
[1099]  train-auc:0.931100±0.000478 test-auc:0.829872±0.004018 
[1100]  train-auc:0.931144±0.000456 test-auc:0.829943±0.003878 
[1101]  train-auc:0.931179±0.000450 test-auc:0.829941±0.003837 
[1102]  train-auc:0.931210±0.000447 test-auc:0.829918±0.003833 
[1103]  train-auc:0.931256±0.000462 test-auc:0.829937±0.003820 
[1104]  train-auc:0.931278±0.000459 test-auc:0.829929±0.003771 
[1105]  train-auc:0.931308±0.000479 test-auc:0.829943±0.003765 
[1106]  train-auc:0.931339±0.000496 test-auc:0.829923±0.003808 
[1107]  train-auc:0.931364±0.000504 test-auc:0.829909±0.003745 
[1108]  train-auc:0.931401±0.000490 test-auc:0.829903±0.003716 
[1109]  train-auc:0.931428±0.000523 test-auc:0.829901±0.003705 
[1110]  train-auc:0.931459±0.000523 test-auc:0.829931±0.003707 
[1111]  train-auc:0.931493±0.000525 test-auc:0.829883±0.003655 
[1112]  train-auc:0.931530±0.000522 test-auc:0.829873±0.003648 
[1113]  train-auc:0.931581±0.000551 test-auc:0.829788±0.003578 
[1114]  train-auc:0.931615±0.000534 test-auc:0.829833±0.003587 
[1115]  train-auc:0.931682±0.000526 test-auc:0.829786±0.003589 
[1116]  train-auc:0.931717±0.000516 test-auc:0.829769±0.003588 
[1117]  train-auc:0.931738±0.000519 test-auc:0.829811±0.003586 
[1118]  train-auc:0.931769±0.000526 test-auc:0.829719±0.003594 
[1119]  train-auc:0.931787±0.000528 test-auc:0.829715±0.003597 
[1120]  train-auc:0.931833±0.000530 test-auc:0.829685±0.003607 
[1121]  train-auc:0.931862±0.000517 test-auc:0.829640±0.003595 
[1122]  train-auc:0.931877±0.000523 test-auc:0.829662±0.003615 
[1123]  train-auc:0.931897±0.000514 test-auc:0.829659±0.003623 
[1124]  train-auc:0.931913±0.000525 test-auc:0.829635±0.003608 
[1125]  train-auc:0.931943±0.000530 test-auc:0.829617±0.003661 
[1126]  train-auc:0.931981±0.000529 test-auc:0.829676±0.003636 
[1127]  train-auc:0.932033±0.000513 test-auc:0.829703±0.003590 
[1128]  train-auc:0.932069±0.000532 test-auc:0.829776±0.003628 
[1129]  train-auc:0.932095±0.000529 test-auc:0.829749±0.003579 
[1130]  train-auc:0.932114±0.000527 test-auc:0.829744±0.003600 
[1131]  train-auc:0.932144±0.000533 test-auc:0.829772±0.003647 
[1132]  train-auc:0.932167±0.000539 test-auc:0.829753±0.003634 
[1133]  train-auc:0.932194±0.000528 test-auc:0.829789±0.003644 
[1134]  train-auc:0.932224±0.000522 test-auc:0.829806±0.003640 
[1135]  train-auc:0.932265±0.000537 test-auc:0.829857±0.003619 
[1136]  train-auc:0.932297±0.000526 test-auc:0.829824±0.003642 
[1137]  train-auc:0.932317±0.000523 test-auc:0.829913±0.003661 
[1138]  train-auc:0.932358±0.000533 test-auc:0.829893±0.003602 
[1139]  train-auc:0.932389±0.000538 test-auc:0.829979±0.003485 
[1140]  train-auc:0.932419±0.000527 test-auc:0.829953±0.003499 
[1141]  train-auc:0.932454±0.000523 test-auc:0.829967±0.003546 
[1142]  train-auc:0.932474±0.000520 test-auc:0.830006±0.003525 
[1143]  train-auc:0.932507±0.000499 test-auc:0.829967±0.003481 
[1144]  train-auc:0.932547±0.000518 test-auc:0.829950±0.003442 
[1145]  train-auc:0.932568±0.000525 test-auc:0.829948±0.003442 
[1146]  train-auc:0.932571±0.000521 test-auc:0.829968±0.003438 
[1147]  train-auc:0.932586±0.000520 test-auc:0.829915±0.003431 
[1148]  train-auc:0.932608±0.000527 test-auc:0.829905±0.003419 
[1149]  train-auc:0.932638±0.000524 test-auc:0.829916±0.003485 
[1150]  train-auc:0.932676±0.000513 test-auc:0.829964±0.003504 
[1151]  train-auc:0.932713±0.000516 test-auc:0.830031±0.003534 
[1152]  train-auc:0.932735±0.000516 test-auc:0.830035±0.003545 
[1153]  train-auc:0.932766±0.000499 test-auc:0.830030±0.003553 
[1154]  train-auc:0.932779±0.000505 test-auc:0.830048±0.003534 
[1155]  train-auc:0.932803±0.000502 test-auc:0.829994±0.003529 
[1156]  train-auc:0.932821±0.000503 test-auc:0.830033±0.003571 
[1157]  train-auc:0.932846±0.000498 test-auc:0.830012±0.003496 
[1158]  train-auc:0.932866±0.000506 test-auc:0.829983±0.003527 
[1159]  train-auc:0.932884±0.000509 test-auc:0.829922±0.003573 
[1160]  train-auc:0.932901±0.000507 test-auc:0.829883±0.003554 
[1161]  train-auc:0.932925±0.000512 test-auc:0.829907±0.003638 
[1162]  train-auc:0.932946±0.000507 test-auc:0.829882±0.003624 
[1163]  train-auc:0.932962±0.000511 test-auc:0.829940±0.003592 
[1164]  train-auc:0.932978±0.000512 test-auc:0.829989±0.003574 
[1165]  train-auc:0.933001±0.000505 test-auc:0.829994±0.003600 
[1166]  train-auc:0.933026±0.000497 test-auc:0.829925±0.003609 
[1167]  train-auc:0.933054±0.000510 test-auc:0.829978±0.003545 
[1168]  train-auc:0.933071±0.000523 test-auc:0.829958±0.003526 
[1169]  train-auc:0.933090±0.000526 test-auc:0.829968±0.003553 
[1170]  train-auc:0.933129±0.000541 test-auc:0.830014±0.003525 
[1171]  train-auc:0.933136±0.000551 test-auc:0.830025±0.003544 
[1172]  train-auc:0.933171±0.000573 test-auc:0.830010±0.003501 
[1173]  train-auc:0.933197±0.000571 test-auc:0.830055±0.003437 
[1174]  train-auc:0.933214±0.000568 test-auc:0.830134±0.003398 
[1175]  train-auc:0.933259±0.000607 test-auc:0.830167±0.003361 
[1176]  train-auc:0.933277±0.000608 test-auc:0.830153±0.003365 
[1177]  train-auc:0.933293±0.000603 test-auc:0.830137±0.003397 
[1178]  train-auc:0.933313±0.000595 test-auc:0.830146±0.003395 
[1179]  train-auc:0.933330±0.000604 test-auc:0.830152±0.003421 
[1180]  train-auc:0.933367±0.000608 test-auc:0.830152±0.003438 
[1181]  train-auc:0.933401±0.000627 test-auc:0.830115±0.003360 
[1182]  train-auc:0.933435±0.000625 test-auc:0.830151±0.003326 
[1183]  train-auc:0.933471±0.000657 test-auc:0.830123±0.003351 
[1184]  train-auc:0.933506±0.000667 test-auc:0.830121±0.003355 
[1185]  train-auc:0.933526±0.000673 test-auc:0.830143±0.003366 
[1186]  train-auc:0.933549±0.000687 test-auc:0.830163±0.003370 
[1187]  train-auc:0.933572±0.000692 test-auc:0.830126±0.003385 
[1188]  train-auc:0.933585±0.000700 test-auc:0.830121±0.003370 
[1189]  train-auc:0.933601±0.000699 test-auc:0.830081±0.003404 
[1190]  train-auc:0.933628±0.000715 test-auc:0.830106±0.003325 
[1191]  train-auc:0.933650±0.000723 test-auc:0.830115±0.003294 
[1192]  train-auc:0.933671±0.000733 test-auc:0.830146±0.003335 
[1193]  train-auc:0.933695±0.000744 test-auc:0.830171±0.003366 
[1194]  train-auc:0.933723±0.000741 test-auc:0.830133±0.003420 
[1195]  train-auc:0.933733±0.000738 test-auc:0.830100±0.003453 
[1196]  train-auc:0.933764±0.000752 test-auc:0.830115±0.003467 
[1197]  train-auc:0.933776±0.000751 test-auc:0.830119±0.003493 
[1198]  train-auc:0.933797±0.000748 test-auc:0.830145±0.003489 
[1199]  train-auc:0.933828±0.000763 test-auc:0.830198±0.003435 
[1200]  train-auc:0.933855±0.000773 test-auc:0.830252±0.003404 
[1201]  train-auc:0.933876±0.000789 test-auc:0.830270±0.003413 
[1202]  train-auc:0.933895±0.000789 test-auc:0.830262±0.003427 
[1203]  train-auc:0.933913±0.000791 test-auc:0.830284±0.003453 
[1204]  train-auc:0.933956±0.000808 test-auc:0.830398±0.003378 
[1205]  train-auc:0.933990±0.000804 test-auc:0.830440±0.003358 
[1206]  train-auc:0.934009±0.000800 test-auc:0.830471±0.003380 
[1207]  train-auc:0.934032±0.000793 test-auc:0.830536±0.003339 
[1208]  train-auc:0.934046±0.000796 test-auc:0.830525±0.003295 
[1209]  train-auc:0.934065±0.000796 test-auc:0.830485±0.003271 
[1210]  train-auc:0.934091±0.000803 test-auc:0.830475±0.003227 
[1211]  train-auc:0.934128±0.000818 test-auc:0.830472±0.003219 
[1212]  train-auc:0.934161±0.000804 test-auc:0.830548±0.003210 
[1213]  train-auc:0.934192±0.000800 test-auc:0.830513±0.003120 
[1214]  train-auc:0.934238±0.000761 test-auc:0.830561±0.003241 
[1215]  train-auc:0.934271±0.000749 test-auc:0.830573±0.003225 
[1216]  train-auc:0.934302±0.000739 test-auc:0.830553±0.003211 
[1217]  train-auc:0.934335±0.000731 test-auc:0.830599±0.003213 
[1218]  train-auc:0.934361±0.000725 test-auc:0.830548±0.003207 
[1219]  train-auc:0.934389±0.000725 test-auc:0.830540±0.003230 
[1220]  train-auc:0.934411±0.000730 test-auc:0.830510±0.003303 
[1221]  train-auc:0.934449±0.000734 test-auc:0.830493±0.003320 
[1222]  train-auc:0.934482±0.000724 test-auc:0.830542±0.003199 
[1223]  train-auc:0.934513±0.000740 test-auc:0.830536±0.003265 
[1224]  train-auc:0.934567±0.000747 test-auc:0.830548±0.003295 
[1225]  train-auc:0.934594±0.000725 test-auc:0.830518±0.003249 
[1226]  train-auc:0.934619±0.000710 test-auc:0.830455±0.003168 
[1227]  train-auc:0.934628±0.000713 test-auc:0.830491±0.003127 
[1228]  train-auc:0.934653±0.000709 test-auc:0.830496±0.003111 
[1229]  train-auc:0.934673±0.000706 test-auc:0.830495±0.003120 
[1230]  train-auc:0.934719±0.000706 test-auc:0.830476±0.003188 
[1231]  train-auc:0.934739±0.000711 test-auc:0.830476±0.003270 
[1232]  train-auc:0.934768±0.000737 test-auc:0.830484±0.003262 
[1233]  train-auc:0.934788±0.000709 test-auc:0.830514±0.003300 
[1234]  train-auc:0.934829±0.000716 test-auc:0.830570±0.003331 
[1235]  train-auc:0.934882±0.000767 test-auc:0.830489±0.003343 
[1236]  train-auc:0.934898±0.000759 test-auc:0.830529±0.003410 
[1237]  train-auc:0.934948±0.000755 test-auc:0.830488±0.003415 
[1238]  train-auc:0.934982±0.000745 test-auc:0.830501±0.003404 
[1239]  train-auc:0.935021±0.000723 test-auc:0.830470±0.003443 
[1240]  train-auc:0.935045±0.000697 test-auc:0.830446±0.003446 
[1241]  train-auc:0.935067±0.000698 test-auc:0.830528±0.003440 
[1242]  train-auc:0.935109±0.000692 test-auc:0.830519±0.003479 
[1243]  train-auc:0.935154±0.000696 test-auc:0.830492±0.003503 
[1244]  train-auc:0.935165±0.000694 test-auc:0.830513±0.003508 
[1245]  train-auc:0.935179±0.000689 test-auc:0.830542±0.003465 
[1246]  train-auc:0.935215±0.000705 test-auc:0.830526±0.003451 
[1247]  train-auc:0.935233±0.000701 test-auc:0.830478±0.003500 
[1248]  train-auc:0.935249±0.000696 test-auc:0.830455±0.003559 
[1249]  train-auc:0.935287±0.000667 test-auc:0.830411±0.003507 
[1250]  train-auc:0.935305±0.000682 test-auc:0.830400±0.003590 
[1251]  train-auc:0.935343±0.000660 test-auc:0.830375±0.003642 
[1252]  train-auc:0.935383±0.000644 test-auc:0.830332±0.003671 
[1253]  train-auc:0.935405±0.000644 test-auc:0.830323±0.003650 
[1254]  train-auc:0.935423±0.000625 test-auc:0.830373±0.003643 
[1255]  train-auc:0.935446±0.000639 test-auc:0.830351±0.003642 
[1256]  train-auc:0.935460±0.000662 test-auc:0.830333±0.003626 
[1257]  train-auc:0.935489±0.000669 test-auc:0.830328±0.003666 
[1258]  train-auc:0.935522±0.000704 test-auc:0.830387±0.003655 
[1259]  train-auc:0.935539±0.000710 test-auc:0.830396±0.003626 
[1260]  train-auc:0.935579±0.000711 test-auc:0.830361±0.003643 
[1261]  train-auc:0.935617±0.000705 test-auc:0.830413±0.003653 
[1262]  train-auc:0.935643±0.000707 test-auc:0.830447±0.003640 
[1263]  train-auc:0.935685±0.000709 test-auc:0.830404±0.003641 
[1264]  train-auc:0.935708±0.000707 test-auc:0.830405±0.003658 
[1265]  train-auc:0.935729±0.000711 test-auc:0.830375±0.003694 
[1266]  train-auc:0.935754±0.000726 test-auc:0.830344±0.003720 
[1267]  train-auc:0.935782±0.000736 test-auc:0.830376±0.003735 
[1268]  train-auc:0.935793±0.000732 test-auc:0.830374±0.003672 
[1269]  train-auc:0.935829±0.000734 test-auc:0.830370±0.003635 
[1270]  train-auc:0.935860±0.000743 test-auc:0.830359±0.003723 
[1271]  train-auc:0.935883±0.000748 test-auc:0.830354±0.003738 
[1272]  train-auc:0.935929±0.000763 test-auc:0.830328±0.003803 
[1273]  train-auc:0.935949±0.000755 test-auc:0.830344±0.003833 
[1274]  train-auc:0.935966±0.000771 test-auc:0.830279±0.003849 
[1275]  train-auc:0.936013±0.000758 test-auc:0.830324±0.003879 
[1276]  train-auc:0.936043±0.000746 test-auc:0.830328±0.003868 
[1277]  train-auc:0.936049±0.000747 test-auc:0.830376±0.003830 
[1278]  train-auc:0.936064±0.000739 test-auc:0.830368±0.003799 
[1279]  train-auc:0.936088±0.000724 test-auc:0.830347±0.003793 
[1280]  train-auc:0.936132±0.000729 test-auc:0.830411±0.003777 
[1281]  train-auc:0.936165±0.000743 test-auc:0.830406±0.003782 
[1282]  train-auc:0.936191±0.000739 test-auc:0.830430±0.003817 
[1283]  train-auc:0.936199±0.000760 test-auc:0.830416±0.003802 
[1284]  train-auc:0.936213±0.000772 test-auc:0.830419±0.003800 
[1285]  train-auc:0.936249±0.000788 test-auc:0.830397±0.003807 
[1286]  train-auc:0.936274±0.000811 test-auc:0.830429±0.003798 
[1287]  train-auc:0.936291±0.000811 test-auc:0.830396±0.003802 
[1288]  train-auc:0.936311±0.000805 test-auc:0.830403±0.003789 
[1289]  train-auc:0.936343±0.000802 test-auc:0.830342±0.003835 
[1290]  train-auc:0.936382±0.000810 test-auc:0.830342±0.003876 
[1291]  train-auc:0.936414±0.000820 test-auc:0.830350±0.003892 
[1292]  train-auc:0.936441±0.000826 test-auc:0.830383±0.003847 
[1293]  train-auc:0.936467±0.000815 test-auc:0.830431±0.003829 
[1294]  train-auc:0.936499±0.000800 test-auc:0.830494±0.003839 
[1295]  train-auc:0.936532±0.000794 test-auc:0.830476±0.003863 
[1296]  train-auc:0.936568±0.000778 test-auc:0.830474±0.003891 
[1297]  train-auc:0.936590±0.000788 test-auc:0.830436±0.003908 
[1298]  train-auc:0.936611±0.000800 test-auc:0.830481±0.003912 
[1299]  train-auc:0.936623±0.000802 test-auc:0.830438±0.003889 
[1300]  train-auc:0.936657±0.000813 test-auc:0.830419±0.003864 
[1301]  train-auc:0.936686±0.000803 test-auc:0.830460±0.003917 
[1302]  train-auc:0.936708±0.000811 test-auc:0.830472±0.003917 
[1303]  train-auc:0.936722±0.000791 test-auc:0.830431±0.003901 
[1304]  train-auc:0.936755±0.000774 test-auc:0.830451±0.003891 
[1305]  train-auc:0.936795±0.000767 test-auc:0.830439±0.003919 
[1306]  train-auc:0.936812±0.000794 test-auc:0.830400±0.003908 
[1307]  train-auc:0.936825±0.000803 test-auc:0.830397±0.003890 
[1308]  train-auc:0.936846±0.000812 test-auc:0.830439±0.003827 
[1309]  train-auc:0.936871±0.000828 test-auc:0.830433±0.003775 
[1310]  train-auc:0.936899±0.000827 test-auc:0.830407±0.003788 
[1311]  train-auc:0.936911±0.000834 test-auc:0.830414±0.003752 
[1312]  train-auc:0.936926±0.000843 test-auc:0.830418±0.003733 
[1313]  train-auc:0.936953±0.000853 test-auc:0.830425±0.003677 
[1314]  train-auc:0.936989±0.000870 test-auc:0.830486±0.003582 
[1315]  train-auc:0.937018±0.000841 test-auc:0.830503±0.003591 
[1316]  train-auc:0.937038±0.000841 test-auc:0.830483±0.003586 
Stopping. Best iteration:
[1317]  train-auc:0.937067±0.000852 test-auc:0.830489±0.003603

[1317]  train-auc:0.937067±0.000852 test-auc:0.830489±0.003603 
Multiple eval metrics are present. Will use test_auc for early stopping.
Will train until test_auc hasn't improved in 100 rounds.

[1] train-auc:0.810643±0.002471 test-auc:0.790579±0.007128 
[2] train-auc:0.825060±0.002743 test-auc:0.802180±0.006867 
[3] train-auc:0.832050±0.003627 test-auc:0.806414±0.007103 
[4] train-auc:0.837535±0.002854 test-auc:0.809737±0.010080 
[5] train-auc:0.843400±0.002689 test-auc:0.812173±0.010047 
[6] train-auc:0.847278±0.001693 test-auc:0.814327±0.009577 
[7] train-auc:0.850939±0.001837 test-auc:0.815323±0.009341 
[8] train-auc:0.854409±0.001729 test-auc:0.816349±0.008831 
[9] train-auc:0.857911±0.002183 test-auc:0.817935±0.009356 
[10]    train-auc:0.860940±0.002636 test-auc:0.819461±0.009331 
[11]    train-auc:0.863604±0.003052 test-auc:0.820396±0.008668 
[12]    train-auc:0.865572±0.002758 test-auc:0.821270±0.009051 
[13]    train-auc:0.866940±0.002760 test-auc:0.821297±0.008441 
[14]    train-auc:0.869654±0.002590 test-auc:0.821582±0.008562 
[15]    train-auc:0.871052±0.002555 test-auc:0.822805±0.008283 
[16]    train-auc:0.873282±0.002793 test-auc:0.823516±0.008284 
[17]    train-auc:0.874918±0.002388 test-auc:0.823816±0.008276 
[18]    train-auc:0.876089±0.002554 test-auc:0.824378±0.008117 
[19]    train-auc:0.877882±0.002233 test-auc:0.824762±0.007854 
[20]    train-auc:0.879832±0.002309 test-auc:0.825162±0.008170 
[21]    train-auc:0.881527±0.001668 test-auc:0.825485±0.008183 
[22]    train-auc:0.883066±0.002024 test-auc:0.825702±0.008523 
[23]    train-auc:0.885000±0.002800 test-auc:0.826484±0.008635 
[24]    train-auc:0.886989±0.003212 test-auc:0.827467±0.008733 
[25]    train-auc:0.888911±0.003113 test-auc:0.828173±0.009333 
[26]    train-auc:0.890541±0.003644 test-auc:0.829013±0.010056 
[27]    train-auc:0.891934±0.003684 test-auc:0.829271±0.009634 
[28]    train-auc:0.893705±0.004008 test-auc:0.829458±0.009212 
[29]    train-auc:0.895225±0.004018 test-auc:0.829887±0.009133 
[30]    train-auc:0.897385±0.003399 test-auc:0.830405±0.008402 
[31]    train-auc:0.898873±0.003591 test-auc:0.830537±0.008761 
[32]    train-auc:0.899926±0.003757 test-auc:0.830688±0.008451 
[33]    train-auc:0.901625±0.004113 test-auc:0.831015±0.008385 
[34]    train-auc:0.902870±0.004378 test-auc:0.830911±0.008170 
[35]    train-auc:0.904411±0.004468 test-auc:0.831529±0.008082 
[36]    train-auc:0.906105±0.004755 test-auc:0.832374±0.008298 
[37]    train-auc:0.907216±0.004862 test-auc:0.833250±0.007986 
[38]    train-auc:0.909002±0.005171 test-auc:0.833894±0.008265 
[39]    train-auc:0.910492±0.004910 test-auc:0.834073±0.008637 
[40]    train-auc:0.911448±0.004650 test-auc:0.834279±0.008461 
[41]    train-auc:0.912460±0.004937 test-auc:0.834526±0.008607 
[42]    train-auc:0.913837±0.004608 test-auc:0.834810±0.008198 
[43]    train-auc:0.915113±0.004645 test-auc:0.835155±0.007937 
[44]    train-auc:0.916285±0.004476 test-auc:0.835420±0.007677 
[45]    train-auc:0.917302±0.004255 test-auc:0.835426±0.007748 
[46]    train-auc:0.918371±0.004112 test-auc:0.835426±0.007759 
[47]    train-auc:0.919429±0.003742 test-auc:0.836500±0.007497 
[48]    train-auc:0.920377±0.003659 test-auc:0.836772±0.007374 
[49]    train-auc:0.921183±0.003808 test-auc:0.837162±0.007264 
[50]    train-auc:0.922386±0.004051 test-auc:0.837180±0.007302 
[51]    train-auc:0.923323±0.004126 test-auc:0.837610±0.007574 
[52]    train-auc:0.923990±0.004037 test-auc:0.837807±0.007568 
[53]    train-auc:0.924684±0.004167 test-auc:0.838012±0.007616 
[54]    train-auc:0.925628±0.004019 test-auc:0.838714±0.007672 
[55]    train-auc:0.926785±0.003577 test-auc:0.838704±0.007404 
[56]    train-auc:0.928116±0.003697 test-auc:0.839114±0.007126 
[57]    train-auc:0.928969±0.003632 test-auc:0.839172±0.007083 
[58]    train-auc:0.929801±0.003768 test-auc:0.839190±0.007193 
[59]    train-auc:0.930862±0.003916 test-auc:0.839526±0.007152 
[60]    train-auc:0.931577±0.003815 test-auc:0.839881±0.007318 
[61]    train-auc:0.932424±0.003830 test-auc:0.839821±0.007131 
[62]    train-auc:0.933343±0.003867 test-auc:0.839982±0.007111 
[63]    train-auc:0.934059±0.003789 test-auc:0.840386±0.007353 
[64]    train-auc:0.934793±0.004070 test-auc:0.840652±0.007258 
[65]    train-auc:0.935559±0.004266 test-auc:0.840937±0.007441 
[66]    train-auc:0.936611±0.004213 test-auc:0.840987±0.007134 
[67]    train-auc:0.937113±0.004340 test-auc:0.840829±0.007023 
[68]    train-auc:0.937765±0.004416 test-auc:0.841405±0.007369 
[69]    train-auc:0.938394±0.004347 test-auc:0.841458±0.007199 
[70]    train-auc:0.938987±0.004230 test-auc:0.841606±0.007251 
[71]    train-auc:0.939670±0.004200 test-auc:0.841930±0.007392 
[72]    train-auc:0.940249±0.004537 test-auc:0.842121±0.007210 
[73]    train-auc:0.941187±0.004650 test-auc:0.842310±0.006990 
[74]    train-auc:0.941739±0.004731 test-auc:0.842526±0.006985 
[75]    train-auc:0.942435±0.004717 test-auc:0.842610±0.007223 
[76]    train-auc:0.943288±0.004643 test-auc:0.842905±0.006934 
[77]    train-auc:0.943916±0.004859 test-auc:0.843446±0.007183 
[78]    train-auc:0.944455±0.004887 test-auc:0.843617±0.006701 
[79]    train-auc:0.945073±0.004778 test-auc:0.843815±0.006565 
[80]    train-auc:0.945596±0.004868 test-auc:0.843977±0.006394 
[81]    train-auc:0.946037±0.004907 test-auc:0.843893±0.006176 
[82]    train-auc:0.946524±0.004897 test-auc:0.844090±0.006416 
[83]    train-auc:0.946965±0.004881 test-auc:0.844047±0.006494 
[84]    train-auc:0.947509±0.004832 test-auc:0.844184±0.006684 
[85]    train-auc:0.948170±0.004748 test-auc:0.844408±0.006796 
[86]    train-auc:0.948709±0.004706 test-auc:0.844564±0.006725 
[87]    train-auc:0.949418±0.004572 test-auc:0.844631±0.007114 
[88]    train-auc:0.949714±0.004654 test-auc:0.844754±0.007194 
[89]    train-auc:0.950175±0.004796 test-auc:0.844907±0.007054 
[90]    train-auc:0.950682±0.004535 test-auc:0.845252±0.007033 
[91]    train-auc:0.951161±0.004551 test-auc:0.845590±0.006886 
[92]    train-auc:0.951674±0.004418 test-auc:0.845857±0.006848 
[93]    train-auc:0.952309±0.004171 test-auc:0.845926±0.006811 
[94]    train-auc:0.952914±0.004135 test-auc:0.846130±0.007189 
[95]    train-auc:0.953487±0.003947 test-auc:0.846178±0.007295 
[96]    train-auc:0.953910±0.003850 test-auc:0.846215±0.007333 
[97]    train-auc:0.954676±0.003670 test-auc:0.846248±0.007260 
[98]    train-auc:0.955289±0.003711 test-auc:0.846758±0.007181 
[99]    train-auc:0.955761±0.003550 test-auc:0.846768±0.007187 
[100]   train-auc:0.956248±0.003248 test-auc:0.846988±0.007376 
[101]   train-auc:0.956669±0.003235 test-auc:0.847270±0.007212 
[102]   train-auc:0.957249±0.003196 test-auc:0.847469±0.007326 
[103]   train-auc:0.957633±0.003245 test-auc:0.847588±0.007288 
[104]   train-auc:0.958104±0.003321 test-auc:0.847811±0.007311 
[105]   train-auc:0.958373±0.003165 test-auc:0.848041±0.007192 
[106]   train-auc:0.958720±0.003299 test-auc:0.848083±0.007108 
[107]   train-auc:0.959057±0.003321 test-auc:0.848159±0.007123 
[108]   train-auc:0.959304±0.003311 test-auc:0.847942±0.007131 
[109]   train-auc:0.959699±0.003233 test-auc:0.847888±0.007129 
[110]   train-auc:0.960098±0.003183 test-auc:0.847887±0.007375 
[111]   train-auc:0.960468±0.003091 test-auc:0.847901±0.007114 
[112]   train-auc:0.960766±0.003075 test-auc:0.847844±0.006948 
[113]   train-auc:0.961298±0.002833 test-auc:0.847992±0.006986 
[114]   train-auc:0.961697±0.002740 test-auc:0.848092±0.007192 
[115]   train-auc:0.961979±0.002737 test-auc:0.848301±0.006943 
[116]   train-auc:0.962481±0.002565 test-auc:0.848588±0.006937 
[117]   train-auc:0.962950±0.002495 test-auc:0.848867±0.006917 
[118]   train-auc:0.963325±0.002428 test-auc:0.848818±0.006891 
[119]   train-auc:0.963582±0.002492 test-auc:0.848868±0.006761 
[120]   train-auc:0.963901±0.002515 test-auc:0.849018±0.006735 
[121]   train-auc:0.964275±0.002316 test-auc:0.848884±0.006770 
[122]   train-auc:0.964619±0.002184 test-auc:0.848858±0.006561 
[123]   train-auc:0.964855±0.002202 test-auc:0.848838±0.006526 
[124]   train-auc:0.965212±0.002029 test-auc:0.849053±0.006329 
[125]   train-auc:0.965520±0.002138 test-auc:0.848769±0.006446 
[126]   train-auc:0.965851±0.002320 test-auc:0.848835±0.006240 
[127]   train-auc:0.966048±0.002178 test-auc:0.848690±0.006374 
[128]   train-auc:0.966332±0.002224 test-auc:0.848934±0.006122 
[129]   train-auc:0.966631±0.002019 test-auc:0.849137±0.006040 
[130]   train-auc:0.967149±0.001969 test-auc:0.849289±0.005941 
[131]   train-auc:0.967477±0.001969 test-auc:0.849486±0.005929 
[132]   train-auc:0.967831±0.001937 test-auc:0.849618±0.005894 
[133]   train-auc:0.968124±0.001875 test-auc:0.849700±0.005766 
[134]   train-auc:0.968377±0.001905 test-auc:0.849731±0.005855 
[135]   train-auc:0.968634±0.001870 test-auc:0.849756±0.005803 
[136]   train-auc:0.968838±0.001940 test-auc:0.849675±0.005794 
[137]   train-auc:0.969044±0.001882 test-auc:0.849782±0.005826 
[138]   train-auc:0.969302±0.001908 test-auc:0.849813±0.005750 
[139]   train-auc:0.969598±0.001749 test-auc:0.849941±0.005835 
[140]   train-auc:0.969811±0.001714 test-auc:0.850089±0.005810 
[141]   train-auc:0.969969±0.001647 test-auc:0.850271±0.005691 
[142]   train-auc:0.970268±0.001632 test-auc:0.850134±0.005774 
[143]   train-auc:0.970595±0.001661 test-auc:0.850190±0.005480 
[144]   train-auc:0.971004±0.001531 test-auc:0.850204±0.005323 
[145]   train-auc:0.971210±0.001474 test-auc:0.850263±0.005291 
[146]   train-auc:0.971547±0.001363 test-auc:0.850292±0.005137 
[147]   train-auc:0.971833±0.001323 test-auc:0.850571±0.005174 
[148]   train-auc:0.972147±0.001283 test-auc:0.850756±0.005422 
[149]   train-auc:0.972460±0.001312 test-auc:0.850854±0.005300 
[150]   train-auc:0.972890±0.001160 test-auc:0.850798±0.005512 
[151]   train-auc:0.973125±0.001164 test-auc:0.850944±0.005549 
[152]   train-auc:0.973310±0.001162 test-auc:0.851178±0.005872 
[153]   train-auc:0.973460±0.001100 test-auc:0.851223±0.005912 
[154]   train-auc:0.973727±0.000977 test-auc:0.851316±0.005700 
[155]   train-auc:0.974011±0.001015 test-auc:0.851580±0.005890 
[156]   train-auc:0.974326±0.001073 test-auc:0.851648±0.005900 
[157]   train-auc:0.974591±0.001212 test-auc:0.851671±0.006003 
[158]   train-auc:0.974738±0.001302 test-auc:0.851723±0.006002 
[159]   train-auc:0.974978±0.001324 test-auc:0.851799±0.005933 
[160]   train-auc:0.975244±0.001393 test-auc:0.851940±0.005854 
[161]   train-auc:0.975438±0.001346 test-auc:0.851880±0.005919 
[162]   train-auc:0.975631±0.001394 test-auc:0.851890±0.005785 
[163]   train-auc:0.975809±0.001401 test-auc:0.851796±0.005748 
[164]   train-auc:0.976132±0.001300 test-auc:0.851998±0.005152 
[165]   train-auc:0.976362±0.001327 test-auc:0.852146±0.005448 
[166]   train-auc:0.976620±0.001343 test-auc:0.852111±0.005573 
[167]   train-auc:0.976684±0.001329 test-auc:0.852182±0.005567 
[168]   train-auc:0.976926±0.001283 test-auc:0.852262±0.005454 
[169]   train-auc:0.977079±0.001254 test-auc:0.852338±0.005470 
[170]   train-auc:0.977198±0.001173 test-auc:0.852367±0.005604 
[171]   train-auc:0.977287±0.001168 test-auc:0.852323±0.005576 
[172]   train-auc:0.977412±0.001125 test-auc:0.852612±0.005306 
[173]   train-auc:0.977661±0.001098 test-auc:0.852510±0.005218 
[174]   train-auc:0.977818±0.001112 test-auc:0.852729±0.005161 
[175]   train-auc:0.977958±0.001115 test-auc:0.852835±0.005053 
[176]   train-auc:0.978186±0.001040 test-auc:0.853060±0.004927 
[177]   train-auc:0.978284±0.001007 test-auc:0.853110±0.004734 
[178]   train-auc:0.978422±0.000942 test-auc:0.853300±0.004592 
[179]   train-auc:0.978590±0.000926 test-auc:0.853118±0.004642 
[180]   train-auc:0.978681±0.000879 test-auc:0.853132±0.004691 
[181]   train-auc:0.978798±0.000839 test-auc:0.853331±0.004568 
[182]   train-auc:0.979049±0.000946 test-auc:0.853444±0.004545 
[183]   train-auc:0.979200±0.000948 test-auc:0.853435±0.004429 
[184]   train-auc:0.979383±0.000940 test-auc:0.853529±0.004609 
[185]   train-auc:0.979542±0.000941 test-auc:0.853512±0.004512 
[186]   train-auc:0.979718±0.000918 test-auc:0.853394±0.004284 
[187]   train-auc:0.979855±0.000922 test-auc:0.853348±0.004134 
[188]   train-auc:0.980096±0.000936 test-auc:0.853420±0.004204 
[189]   train-auc:0.980219±0.000894 test-auc:0.853449±0.004107 
[190]   train-auc:0.980414±0.000956 test-auc:0.853359±0.004187 
[191]   train-auc:0.980560±0.000951 test-auc:0.853523±0.004149 
[192]   train-auc:0.980685±0.000981 test-auc:0.853573±0.004287 
[193]   train-auc:0.980889±0.001031 test-auc:0.853713±0.004337 
[194]   train-auc:0.981011±0.001087 test-auc:0.853812±0.004471 
[195]   train-auc:0.981090±0.001100 test-auc:0.853855±0.004526 
[196]   train-auc:0.981235±0.001083 test-auc:0.853858±0.004680 
[197]   train-auc:0.981334±0.001100 test-auc:0.853893±0.004652 
[198]   train-auc:0.981447±0.001152 test-auc:0.853847±0.004875 
[199]   train-auc:0.981723±0.001135 test-auc:0.853999±0.004924 
[200]   train-auc:0.981829±0.001135 test-auc:0.853942±0.005011 
[201]   train-auc:0.981961±0.001104 test-auc:0.853925±0.004980 
[202]   train-auc:0.982147±0.001139 test-auc:0.853995±0.005131 
[203]   train-auc:0.982312±0.001156 test-auc:0.854038±0.005148 
[204]   train-auc:0.982398±0.001110 test-auc:0.854110±0.004928 
[205]   train-auc:0.982490±0.001129 test-auc:0.854249±0.004887 
[206]   train-auc:0.982649±0.001201 test-auc:0.854135±0.004806 
[207]   train-auc:0.982728±0.001195 test-auc:0.854059±0.005015 
[208]   train-auc:0.982843±0.001169 test-auc:0.853970±0.004891 
[209]   train-auc:0.982950±0.001130 test-auc:0.854006±0.004842 
[210]   train-auc:0.983085±0.001070 test-auc:0.853922±0.004882 
[211]   train-auc:0.983203±0.001076 test-auc:0.853953±0.004781 
[212]   train-auc:0.983287±0.001078 test-auc:0.853942±0.004758 
[213]   train-auc:0.983355±0.001084 test-auc:0.853996±0.004631 
[214]   train-auc:0.983489±0.001041 test-auc:0.853919±0.004731 
[215]   train-auc:0.983623±0.001090 test-auc:0.853891±0.004851 
[216]   train-auc:0.983760±0.001077 test-auc:0.854039±0.004633 
[217]   train-auc:0.983910±0.001092 test-auc:0.854107±0.004489 
[218]   train-auc:0.984029±0.001051 test-auc:0.854088±0.004742 
[219]   train-auc:0.984139±0.001037 test-auc:0.854146±0.004742 
[220]   train-auc:0.984325±0.001025 test-auc:0.854058±0.004786 
[221]   train-auc:0.984451±0.001076 test-auc:0.854113±0.004719 
[222]   train-auc:0.984556±0.001059 test-auc:0.854165±0.004710 
[223]   train-auc:0.984603±0.001030 test-auc:0.854181±0.004653 
[224]   train-auc:0.984698±0.001043 test-auc:0.854193±0.004559 
[225]   train-auc:0.984769±0.001058 test-auc:0.854119±0.004536 
[226]   train-auc:0.984854±0.001067 test-auc:0.854274±0.004606 
[227]   train-auc:0.984925±0.001088 test-auc:0.854178±0.004515 
[228]   train-auc:0.985000±0.001102 test-auc:0.854088±0.004469 
[229]   train-auc:0.985259±0.001162 test-auc:0.854185±0.004451 
[230]   train-auc:0.985315±0.001159 test-auc:0.854115±0.004561 
[231]   train-auc:0.985384±0.001150 test-auc:0.854119±0.004603 
[232]   train-auc:0.985444±0.001121 test-auc:0.854165±0.004529 
[233]   train-auc:0.985494±0.001077 test-auc:0.854123±0.004541 
[234]   train-auc:0.985561±0.001036 test-auc:0.854060±0.004548 
[235]   train-auc:0.985629±0.001046 test-auc:0.854176±0.004524 
[236]   train-auc:0.985718±0.001041 test-auc:0.854153±0.004521 
[237]   train-auc:0.985784±0.001035 test-auc:0.854079±0.004505 
[238]   train-auc:0.985885±0.001076 test-auc:0.854200±0.004393 
[239]   train-auc:0.985966±0.001091 test-auc:0.854309±0.004238 
[240]   train-auc:0.986019±0.001078 test-auc:0.854359±0.004282 
[241]   train-auc:0.986066±0.001067 test-auc:0.854320±0.004316 
[242]   train-auc:0.986126±0.001064 test-auc:0.854370±0.004291 
[243]   train-auc:0.986174±0.001074 test-auc:0.854385±0.004347 
[244]   train-auc:0.986267±0.001097 test-auc:0.854447±0.004398 
[245]   train-auc:0.986364±0.001088 test-auc:0.854487±0.004433 
[246]   train-auc:0.986457±0.001056 test-auc:0.854403±0.004515 
[247]   train-auc:0.986570±0.001084 test-auc:0.854463±0.004648 
[248]   train-auc:0.986643±0.001097 test-auc:0.854364±0.004596 
[249]   train-auc:0.986715±0.001095 test-auc:0.854233±0.004597 
[250]   train-auc:0.986752±0.001101 test-auc:0.854194±0.004546 
[251]   train-auc:0.986821±0.001077 test-auc:0.854150±0.004542 
[252]   train-auc:0.986854±0.001056 test-auc:0.854173±0.004586 
[253]   train-auc:0.986930±0.001041 test-auc:0.854109±0.004518 
[254]   train-auc:0.986990±0.001052 test-auc:0.854131±0.004369 
[255]   train-auc:0.987049±0.001067 test-auc:0.854232±0.004421 
[256]   train-auc:0.987105±0.001064 test-auc:0.854187±0.004406 
[257]   train-auc:0.987149±0.001059 test-auc:0.854264±0.004306 
[258]   train-auc:0.987215±0.001053 test-auc:0.854212±0.004304 
[259]   train-auc:0.987248±0.001047 test-auc:0.854277±0.004319 
[260]   train-auc:0.987348±0.001095 test-auc:0.854420±0.004179 
[261]   train-auc:0.987379±0.001100 test-auc:0.854421±0.004260 
[262]   train-auc:0.987442±0.001069 test-auc:0.854471±0.004250 
[263]   train-auc:0.987507±0.001046 test-auc:0.854444±0.004187 
[264]   train-auc:0.987555±0.001038 test-auc:0.854613±0.004035 
[265]   train-auc:0.987624±0.001025 test-auc:0.854573±0.003894 
[266]   train-auc:0.987696±0.000930 test-auc:0.854423±0.003759 
[267]   train-auc:0.987757±0.000917 test-auc:0.854349±0.003797 
[268]   train-auc:0.987831±0.000948 test-auc:0.854328±0.003855 
[269]   train-auc:0.987907±0.000935 test-auc:0.854393±0.003888 
[270]   train-auc:0.987989±0.000920 test-auc:0.854481±0.003857 
[271]   train-auc:0.988077±0.000946 test-auc:0.854431±0.004079 
[272]   train-auc:0.988175±0.000941 test-auc:0.854409±0.003950 
[273]   train-auc:0.988248±0.000947 test-auc:0.854370±0.003900 
[274]   train-auc:0.988299±0.000956 test-auc:0.854507±0.004087 
[275]   train-auc:0.988426±0.000908 test-auc:0.854530±0.004017 
[276]   train-auc:0.988523±0.000927 test-auc:0.854538±0.003965 
[277]   train-auc:0.988621±0.000963 test-auc:0.854539±0.003918 
[278]   train-auc:0.988696±0.000985 test-auc:0.854604±0.003960 
[279]   train-auc:0.988758±0.001005 test-auc:0.854590±0.003903 
[280]   train-auc:0.988799±0.001024 test-auc:0.854539±0.003939 
[281]   train-auc:0.988883±0.001039 test-auc:0.854594±0.004024 
[282]   train-auc:0.988953±0.001056 test-auc:0.854698±0.004015 
[283]   train-auc:0.989047±0.001022 test-auc:0.854698±0.004010 
[284]   train-auc:0.989094±0.001030 test-auc:0.854861±0.003976 
[285]   train-auc:0.989139±0.001012 test-auc:0.854820±0.004068 
[286]   train-auc:0.989233±0.000992 test-auc:0.854770±0.004051 
[287]   train-auc:0.989307±0.000944 test-auc:0.854660±0.004112 
[288]   train-auc:0.989361±0.000957 test-auc:0.854673±0.003931 
[289]   train-auc:0.989436±0.000924 test-auc:0.854712±0.003921 
[290]   train-auc:0.989472±0.000939 test-auc:0.854642±0.003972 
[291]   train-auc:0.989508±0.000930 test-auc:0.854536±0.004079 
[292]   train-auc:0.989587±0.000874 test-auc:0.854463±0.004118 
[293]   train-auc:0.989648±0.000889 test-auc:0.854437±0.004127 
[294]   train-auc:0.989706±0.000871 test-auc:0.854505±0.004131 
[295]   train-auc:0.989743±0.000881 test-auc:0.854561±0.004018 
[296]   train-auc:0.989792±0.000891 test-auc:0.854508±0.004127 
[297]   train-auc:0.989848±0.000881 test-auc:0.854508±0.004195 
[298]   train-auc:0.989887±0.000868 test-auc:0.854498±0.004180 
[299]   train-auc:0.989942±0.000866 test-auc:0.854568±0.004093 
[300]   train-auc:0.989985±0.000839 test-auc:0.854590±0.004047 
[301]   train-auc:0.990058±0.000809 test-auc:0.854576±0.004119 
[302]   train-auc:0.990104±0.000804 test-auc:0.854623±0.004080 
[303]   train-auc:0.990201±0.000795 test-auc:0.854687±0.004167 
[304]   train-auc:0.990255±0.000818 test-auc:0.854712±0.004173 
[305]   train-auc:0.990289±0.000826 test-auc:0.854725±0.004201 
[306]   train-auc:0.990365±0.000824 test-auc:0.854761±0.004080 
[307]   train-auc:0.990402±0.000827 test-auc:0.854705±0.004044 
[308]   train-auc:0.990452±0.000797 test-auc:0.854569±0.004024 
[309]   train-auc:0.990496±0.000815 test-auc:0.854653±0.004124 
[310]   train-auc:0.990554±0.000810 test-auc:0.854699±0.004165 
[311]   train-auc:0.990580±0.000811 test-auc:0.854637±0.004193 
[312]   train-auc:0.990638±0.000805 test-auc:0.854599±0.004084 
[313]   train-auc:0.990677±0.000802 test-auc:0.854655±0.004133 
[314]   train-auc:0.990738±0.000843 test-auc:0.854785±0.004180 
[315]   train-auc:0.990794±0.000863 test-auc:0.854675±0.004086 
[316]   train-auc:0.990834±0.000858 test-auc:0.854635±0.004022 
[317]   train-auc:0.990876±0.000873 test-auc:0.854644±0.004002 
[318]   train-auc:0.990914±0.000877 test-auc:0.854718±0.003819 
[319]   train-auc:0.990960±0.000889 test-auc:0.854733±0.003908 
[320]   train-auc:0.990995±0.000908 test-auc:0.854711±0.004062 
[321]   train-auc:0.991025±0.000895 test-auc:0.854707±0.004050 
[322]   train-auc:0.991087±0.000883 test-auc:0.854741±0.003972 
[323]   train-auc:0.991136±0.000895 test-auc:0.854714±0.003966 
[324]   train-auc:0.991172±0.000884 test-auc:0.854809±0.003970 
[325]   train-auc:0.991226±0.000882 test-auc:0.854805±0.003950 
[326]   train-auc:0.991249±0.000867 test-auc:0.854728±0.004024 
[327]   train-auc:0.991306±0.000867 test-auc:0.854686±0.004145 
[328]   train-auc:0.991347±0.000840 test-auc:0.854622±0.004102 
[329]   train-auc:0.991365±0.000836 test-auc:0.854548±0.004072 
[330]   train-auc:0.991405±0.000830 test-auc:0.854524±0.004008 
[331]   train-auc:0.991483±0.000822 test-auc:0.854525±0.003868 
[332]   train-auc:0.991517±0.000831 test-auc:0.854627±0.003987 
[333]   train-auc:0.991563±0.000765 test-auc:0.854622±0.004014 
[334]   train-auc:0.991625±0.000763 test-auc:0.854726±0.003940 
[335]   train-auc:0.991649±0.000738 test-auc:0.854741±0.003910 
[336]   train-auc:0.991694±0.000735 test-auc:0.854706±0.003853 
[337]   train-auc:0.991728±0.000733 test-auc:0.854515±0.003935 
[338]   train-auc:0.991807±0.000751 test-auc:0.854424±0.003945 
[339]   train-auc:0.991837±0.000746 test-auc:0.854527±0.003903 
[340]   train-auc:0.991875±0.000750 test-auc:0.854587±0.003960 
[341]   train-auc:0.991926±0.000762 test-auc:0.854612±0.004098 
[342]   train-auc:0.991973±0.000760 test-auc:0.854569±0.004084 
[343]   train-auc:0.992039±0.000759 test-auc:0.854531±0.004059 
[344]   train-auc:0.992081±0.000759 test-auc:0.854403±0.004024 
[345]   train-auc:0.992113±0.000772 test-auc:0.854371±0.003992 
[346]   train-auc:0.992147±0.000745 test-auc:0.854313±0.003984 
[347]   train-auc:0.992161±0.000750 test-auc:0.854327±0.003818 
[348]   train-auc:0.992181±0.000759 test-auc:0.854309±0.003838 
[349]   train-auc:0.992232±0.000759 test-auc:0.854392±0.003893 
[350]   train-auc:0.992281±0.000758 test-auc:0.854489±0.003948 
[351]   train-auc:0.992308±0.000753 test-auc:0.854542±0.003901 
[352]   train-auc:0.992329±0.000755 test-auc:0.854549±0.003873 
[353]   train-auc:0.992392±0.000775 test-auc:0.854406±0.003990 
[354]   train-auc:0.992419±0.000781 test-auc:0.854454±0.004067 
[355]   train-auc:0.992467±0.000802 test-auc:0.854439±0.004125 
[356]   train-auc:0.992520±0.000794 test-auc:0.854574±0.004107 
[357]   train-auc:0.992551±0.000814 test-auc:0.854525±0.004112 
[358]   train-auc:0.992589±0.000796 test-auc:0.854538±0.004113 
[359]   train-auc:0.992626±0.000782 test-auc:0.854424±0.004146 
[360]   train-auc:0.992654±0.000781 test-auc:0.854548±0.004125 
[361]   train-auc:0.992681±0.000791 test-auc:0.854615±0.004130 
[362]   train-auc:0.992701±0.000791 test-auc:0.854559±0.004154 
[363]   train-auc:0.992730±0.000793 test-auc:0.854570±0.004086 
[364]   train-auc:0.992755±0.000800 test-auc:0.854598±0.004128 
[365]   train-auc:0.992808±0.000771 test-auc:0.854714±0.004197 
[366]   train-auc:0.992837±0.000775 test-auc:0.854673±0.004129 
[367]   train-auc:0.992870±0.000755 test-auc:0.854820±0.004090 
[368]   train-auc:0.992886±0.000748 test-auc:0.854836±0.004046 
[369]   train-auc:0.992906±0.000732 test-auc:0.854838±0.004023 
[370]   train-auc:0.992917±0.000730 test-auc:0.854783±0.004043 
[371]   train-auc:0.992925±0.000734 test-auc:0.854735±0.004080 
[372]   train-auc:0.992938±0.000747 test-auc:0.854711±0.004086 
[373]   train-auc:0.992971±0.000748 test-auc:0.854630±0.004173 
[374]   train-auc:0.992994±0.000759 test-auc:0.854672±0.004158 
[375]   train-auc:0.993002±0.000754 test-auc:0.854661±0.004197 
[376]   train-auc:0.993034±0.000744 test-auc:0.854677±0.004154 
[377]   train-auc:0.993067±0.000755 test-auc:0.854797±0.004081 
[378]   train-auc:0.993096±0.000752 test-auc:0.854791±0.004003 
[379]   train-auc:0.993185±0.000737 test-auc:0.854779±0.003987 
[380]   train-auc:0.993220±0.000734 test-auc:0.854835±0.003985 
[381]   train-auc:0.993248±0.000699 test-auc:0.854865±0.003957 
[382]   train-auc:0.993297±0.000689 test-auc:0.854951±0.003943 
[383]   train-auc:0.993321±0.000696 test-auc:0.854899±0.003929 
[384]   train-auc:0.993355±0.000698 test-auc:0.854916±0.003984 
[385]   train-auc:0.993404±0.000704 test-auc:0.854944±0.003884 
[386]   train-auc:0.993433±0.000708 test-auc:0.855016±0.003892 
[387]   train-auc:0.993479±0.000722 test-auc:0.854947±0.003977 
[388]   train-auc:0.993521±0.000745 test-auc:0.854872±0.004025 
[389]   train-auc:0.993561±0.000748 test-auc:0.854928±0.003997 
[390]   train-auc:0.993578±0.000745 test-auc:0.855011±0.003933 
[391]   train-auc:0.993600±0.000752 test-auc:0.854952±0.003924 
[392]   train-auc:0.993642±0.000779 test-auc:0.854965±0.003978 
[393]   train-auc:0.993668±0.000780 test-auc:0.854987±0.003992 
[394]   train-auc:0.993693±0.000778 test-auc:0.854987±0.003937 
[395]   train-auc:0.993713±0.000761 test-auc:0.854903±0.003919 
[396]   train-auc:0.993737±0.000751 test-auc:0.854838±0.003840 
[397]   train-auc:0.993767±0.000756 test-auc:0.854818±0.003900 
[398]   train-auc:0.993787±0.000755 test-auc:0.854898±0.003894 
[399]   train-auc:0.993812±0.000744 test-auc:0.854925±0.003848 
[400]   train-auc:0.993839±0.000748 test-auc:0.854928±0.003898 
[401]   train-auc:0.993880±0.000752 test-auc:0.854819±0.003874 
[402]   train-auc:0.993910±0.000735 test-auc:0.854781±0.003839 
[403]   train-auc:0.993955±0.000756 test-auc:0.854745±0.003909 
[404]   train-auc:0.993976±0.000749 test-auc:0.854775±0.003968 
[405]   train-auc:0.993999±0.000749 test-auc:0.854792±0.003995 
[406]   train-auc:0.994013±0.000755 test-auc:0.854789±0.004008 
[407]   train-auc:0.994033±0.000741 test-auc:0.854900±0.004071 
[408]   train-auc:0.994064±0.000751 test-auc:0.854770±0.004174 
[409]   train-auc:0.994098±0.000745 test-auc:0.854736±0.004188 
[410]   train-auc:0.994125±0.000744 test-auc:0.854728±0.004119 
[411]   train-auc:0.994145±0.000756 test-auc:0.854761±0.004032 
[412]   train-auc:0.994181±0.000767 test-auc:0.854756±0.004042 
[413]   train-auc:0.994216±0.000768 test-auc:0.854768±0.004134 
[414]   train-auc:0.994248±0.000762 test-auc:0.854637±0.004086 
[415]   train-auc:0.994270±0.000759 test-auc:0.854667±0.004046 
[416]   train-auc:0.994292±0.000755 test-auc:0.854749±0.004005 
[417]   train-auc:0.994312±0.000758 test-auc:0.854621±0.003891 
[418]   train-auc:0.994325±0.000756 test-auc:0.854683±0.003929 
[419]   train-auc:0.994346±0.000766 test-auc:0.854606±0.003811 
[420]   train-auc:0.994358±0.000766 test-auc:0.854634±0.003781 
[421]   train-auc:0.994372±0.000771 test-auc:0.854561±0.003713 
[422]   train-auc:0.994381±0.000774 test-auc:0.854431±0.003857 
[423]   train-auc:0.994393±0.000772 test-auc:0.854374±0.003920 
[424]   train-auc:0.994405±0.000775 test-auc:0.854390±0.003924 
[425]   train-auc:0.994427±0.000775 test-auc:0.854432±0.003894 
[426]   train-auc:0.994449±0.000786 test-auc:0.854428±0.003920 
[427]   train-auc:0.994465±0.000793 test-auc:0.854452±0.003885 
[428]   train-auc:0.994506±0.000805 test-auc:0.854480±0.003998 
[429]   train-auc:0.994527±0.000815 test-auc:0.854453±0.003950 
[430]   train-auc:0.994568±0.000797 test-auc:0.854378±0.003912 
[431]   train-auc:0.994594±0.000791 test-auc:0.854303±0.003978 
[432]   train-auc:0.994618±0.000809 test-auc:0.854263±0.003955 
[433]   train-auc:0.994645±0.000819 test-auc:0.854180±0.003955 
[434]   train-auc:0.994664±0.000808 test-auc:0.854172±0.003841 
[435]   train-auc:0.994699±0.000783 test-auc:0.854197±0.003850 
[436]   train-auc:0.994714±0.000788 test-auc:0.854123±0.003863 
[437]   train-auc:0.994743±0.000794 test-auc:0.854112±0.003791 
[438]   train-auc:0.994776±0.000794 test-auc:0.854185±0.003707 
[439]   train-auc:0.994806±0.000780 test-auc:0.854134±0.003642 
[440]   train-auc:0.994833±0.000758 test-auc:0.854034±0.003663 
[441]   train-auc:0.994851±0.000756 test-auc:0.854020±0.003664 
[442]   train-auc:0.994873±0.000750 test-auc:0.853908±0.003664 
[443]   train-auc:0.994887±0.000733 test-auc:0.853945±0.003594 
[444]   train-auc:0.994921±0.000693 test-auc:0.853886±0.003612 
[445]   train-auc:0.994941±0.000667 test-auc:0.853821±0.003610 
[446]   train-auc:0.994950±0.000659 test-auc:0.853845±0.003636 
[447]   train-auc:0.994971±0.000645 test-auc:0.853804±0.003645 
[448]   train-auc:0.995009±0.000650 test-auc:0.853816±0.003811 
[449]   train-auc:0.995027±0.000632 test-auc:0.853926±0.003860 
[450]   train-auc:0.995063±0.000606 test-auc:0.853996±0.003802 
[451]   train-auc:0.995084±0.000609 test-auc:0.853940±0.003801 
[452]   train-auc:0.995103±0.000597 test-auc:0.853885±0.003811 
[453]   train-auc:0.995106±0.000600 test-auc:0.853871±0.003855 
[454]   train-auc:0.995130±0.000591 test-auc:0.853870±0.003841 
[455]   train-auc:0.995154±0.000579 test-auc:0.853867±0.003856 
[456]   train-auc:0.995176±0.000572 test-auc:0.853944±0.003882 
[457]   train-auc:0.995212±0.000555 test-auc:0.853970±0.003939 
[458]   train-auc:0.995218±0.000548 test-auc:0.853972±0.003910 
[459]   train-auc:0.995226±0.000544 test-auc:0.853973±0.003921 
[460]   train-auc:0.995253±0.000519 test-auc:0.853959±0.003972 
[461]   train-auc:0.995264±0.000518 test-auc:0.853971±0.003951 
[462]   train-auc:0.995283±0.000521 test-auc:0.853894±0.003859 
[463]   train-auc:0.995299±0.000533 test-auc:0.853934±0.003813 
[464]   train-auc:0.995308±0.000541 test-auc:0.853940±0.003853 
[465]   train-auc:0.995327±0.000550 test-auc:0.854032±0.003945 
[466]   train-auc:0.995342±0.000549 test-auc:0.854009±0.003917 
[467]   train-auc:0.995350±0.000549 test-auc:0.853922±0.003922 
[468]   train-auc:0.995380±0.000557 test-auc:0.853860±0.003809 
[469]   train-auc:0.995391±0.000557 test-auc:0.853892±0.003943 
[470]   train-auc:0.995411±0.000556 test-auc:0.853917±0.003899 
[471]   train-auc:0.995442±0.000551 test-auc:0.853953±0.003906 
[472]   train-auc:0.995462±0.000540 test-auc:0.853922±0.003826 
[473]   train-auc:0.995478±0.000551 test-auc:0.854045±0.003903 
[474]   train-auc:0.995495±0.000573 test-auc:0.854082±0.003932 
[475]   train-auc:0.995494±0.000570 test-auc:0.854101±0.003915 
[476]   train-auc:0.995502±0.000564 test-auc:0.854140±0.003936 
[477]   train-auc:0.995534±0.000561 test-auc:0.854056±0.003984 
[478]   train-auc:0.995547±0.000562 test-auc:0.854008±0.003941 
[479]   train-auc:0.995558±0.000563 test-auc:0.853934±0.003908 
[480]   train-auc:0.995573±0.000565 test-auc:0.853865±0.003959 
[481]   train-auc:0.995588±0.000582 test-auc:0.853944±0.003946 
[482]   train-auc:0.995593±0.000575 test-auc:0.853938±0.003941 
[483]   train-auc:0.995602±0.000579 test-auc:0.853959±0.003941 
[484]   train-auc:0.995611±0.000582 test-auc:0.853993±0.003927 
[485]   train-auc:0.995619±0.000576 test-auc:0.854040±0.003972 
Stopping. Best iteration:
[486]   train-auc:0.995630±0.000568 test-auc:0.854023±0.003930

[486]   train-auc:0.995630±0.000568 test-auc:0.854023±0.003930 

# Train the final model with the best parameters
final_model <- xgb.train(
  params = best_params,
  data = xgb_train,
  nrounds = 10000,
  early_stopping_rounds = 100,
  evals = list(train = xgb_train, test = xgb_test))

Multiple eval metrics are present. Will use test_auc for early stopping.
Will train until test_auc hasn't improved in 100 rounds.

[1] train-auc:0.810916  test-auc:0.788107 
[2] train-auc:0.818361  test-auc:0.791350 
[3] train-auc:0.824028  test-auc:0.789858 
[4] train-auc:0.833030  test-auc:0.798371 
[5] train-auc:0.837526  test-auc:0.801437 
[6] train-auc:0.841905  test-auc:0.801703 
[7] train-auc:0.842479  test-auc:0.802538 
[8] train-auc:0.846663  test-auc:0.803796 
[9] train-auc:0.849031  test-auc:0.805120 
[10]    train-auc:0.851191  test-auc:0.806260 
[11]    train-auc:0.854555  test-auc:0.805775 
[12]    train-auc:0.856671  test-auc:0.807568 
[13]    train-auc:0.858333  test-auc:0.807653 
[14]    train-auc:0.859319  test-auc:0.808372 
[15]    train-auc:0.861393  test-auc:0.807677 
[16]    train-auc:0.864078  test-auc:0.810064 
[17]    train-auc:0.865592  test-auc:0.810545 
[18]    train-auc:0.867439  test-auc:0.810788 
[19]    train-auc:0.869045  test-auc:0.811684 
[20]    train-auc:0.871865  test-auc:0.813963 
[21]    train-auc:0.872986  test-auc:0.814535 
[22]    train-auc:0.874616  test-auc:0.815327 
[23]    train-auc:0.875792  test-auc:0.814922 
[24]    train-auc:0.878027  test-auc:0.815797 
[25]    train-auc:0.878795  test-auc:0.816565 
[26]    train-auc:0.879830  test-auc:0.816916 
[27]    train-auc:0.881629  test-auc:0.818469 
[28]    train-auc:0.883007  test-auc:0.818659 
[29]    train-auc:0.884369  test-auc:0.819724 
[30]    train-auc:0.886003  test-auc:0.820951 
[31]    train-auc:0.888646  test-auc:0.823332 
[32]    train-auc:0.889800  test-auc:0.823650 
[33]    train-auc:0.891289  test-auc:0.822780 
[34]    train-auc:0.891882  test-auc:0.823158 
[35]    train-auc:0.893020  test-auc:0.823917 
[36]    train-auc:0.894413  test-auc:0.824764 
[37]    train-auc:0.894963  test-auc:0.824229 
[38]    train-auc:0.895442  test-auc:0.824156 
[39]    train-auc:0.896151  test-auc:0.823699 
[40]    train-auc:0.896567  test-auc:0.823709 
[41]    train-auc:0.897301  test-auc:0.823965 
[42]    train-auc:0.898440  test-auc:0.824602 
[43]    train-auc:0.899735  test-auc:0.824543 
[44]    train-auc:0.901542  test-auc:0.824852 
[45]    train-auc:0.902092  test-auc:0.825843 
[46]    train-auc:0.903809  test-auc:0.826606 
[47]    train-auc:0.904427  test-auc:0.826717 
[48]    train-auc:0.904872  test-auc:0.826090 
[49]    train-auc:0.905646  test-auc:0.826586 
[50]    train-auc:0.905932  test-auc:0.827001 
[51]    train-auc:0.906910  test-auc:0.828049 
[52]    train-auc:0.908382  test-auc:0.828833 
[53]    train-auc:0.909310  test-auc:0.829334 
[54]    train-auc:0.910508  test-auc:0.829619 
[55]    train-auc:0.911498  test-auc:0.830303 
[56]    train-auc:0.913221  test-auc:0.829524 
[57]    train-auc:0.914590  test-auc:0.828824 
[58]    train-auc:0.915656  test-auc:0.829219 
[59]    train-auc:0.916469  test-auc:0.829899 
[60]    train-auc:0.917472  test-auc:0.830191 
[61]    train-auc:0.919027  test-auc:0.831512 
[62]    train-auc:0.919940  test-auc:0.831637 
[63]    train-auc:0.920828  test-auc:0.831721 
[64]    train-auc:0.922094  test-auc:0.832808 
[65]    train-auc:0.923544  test-auc:0.832887 
[66]    train-auc:0.924419  test-auc:0.833125 
[67]    train-auc:0.924978  test-auc:0.833944 
[68]    train-auc:0.925455  test-auc:0.833508 
[69]    train-auc:0.926329  test-auc:0.833307 
[70]    train-auc:0.927153  test-auc:0.834436 
[71]    train-auc:0.927607  test-auc:0.835150 
[72]    train-auc:0.928075  test-auc:0.835349 
[73]    train-auc:0.928724  test-auc:0.835760 
[74]    train-auc:0.929198  test-auc:0.835829 
[75]    train-auc:0.929655  test-auc:0.835825 
[76]    train-auc:0.930244  test-auc:0.835671 
[77]    train-auc:0.930763  test-auc:0.835929 
[78]    train-auc:0.931230  test-auc:0.836303 
[79]    train-auc:0.931660  test-auc:0.836523 
[80]    train-auc:0.931847  test-auc:0.836548 
[81]    train-auc:0.933159  test-auc:0.837412 
[82]    train-auc:0.933487  test-auc:0.837071 
[83]    train-auc:0.933816  test-auc:0.837337 
[84]    train-auc:0.934155  test-auc:0.837796 
[85]    train-auc:0.934856  test-auc:0.837996 
[86]    train-auc:0.935879  test-auc:0.838052 
[87]    train-auc:0.936586  test-auc:0.838358 
[88]    train-auc:0.937419  test-auc:0.838511 
[89]    train-auc:0.937993  test-auc:0.838938 
[90]    train-auc:0.938756  test-auc:0.839715 
[91]    train-auc:0.939387  test-auc:0.839447 
[92]    train-auc:0.940089  test-auc:0.838822 
[93]    train-auc:0.940463  test-auc:0.838666 
[94]    train-auc:0.940783  test-auc:0.839030 
[95]    train-auc:0.941682  test-auc:0.838703 
[96]    train-auc:0.942132  test-auc:0.838913 
[97]    train-auc:0.943161  test-auc:0.839212 
[98]    train-auc:0.943702  test-auc:0.839525 
[99]    train-auc:0.944193  test-auc:0.839267 
[100]   train-auc:0.944904  test-auc:0.839370 
[101]   train-auc:0.945326  test-auc:0.839178 
[102]   train-auc:0.946098  test-auc:0.839685 
[103]   train-auc:0.946551  test-auc:0.839858 
[104]   train-auc:0.947012  test-auc:0.840106 
[105]   train-auc:0.947166  test-auc:0.840168 
[106]   train-auc:0.947434  test-auc:0.839961 
[107]   train-auc:0.947858  test-auc:0.840214 
[108]   train-auc:0.948526  test-auc:0.840583 
[109]   train-auc:0.949013  test-auc:0.841215 
[110]   train-auc:0.949344  test-auc:0.840725 
[111]   train-auc:0.949932  test-auc:0.841097 
[112]   train-auc:0.950499  test-auc:0.841259 
[113]   train-auc:0.950787  test-auc:0.841200 
[114]   train-auc:0.950897  test-auc:0.841363 
[115]   train-auc:0.951628  test-auc:0.841818 
[116]   train-auc:0.951913  test-auc:0.841889 
[117]   train-auc:0.952606  test-auc:0.843192 
[118]   train-auc:0.953026  test-auc:0.843554 
[119]   train-auc:0.953485  test-auc:0.843868 
[120]   train-auc:0.953641  test-auc:0.844102 
[121]   train-auc:0.953883  test-auc:0.844280 
[122]   train-auc:0.954161  test-auc:0.844334 
[123]   train-auc:0.954554  test-auc:0.844840 
[124]   train-auc:0.955181  test-auc:0.844942 
[125]   train-auc:0.955555  test-auc:0.845385 
[126]   train-auc:0.955829  test-auc:0.845390 
[127]   train-auc:0.955994  test-auc:0.845340 
[128]   train-auc:0.956074  test-auc:0.845343 
[129]   train-auc:0.956192  test-auc:0.845351 
[130]   train-auc:0.956520  test-auc:0.845244 
[131]   train-auc:0.956745  test-auc:0.845482 
[132]   train-auc:0.957263  test-auc:0.845540 
[133]   train-auc:0.957391  test-auc:0.845381 
[134]   train-auc:0.957677  test-auc:0.845564 
[135]   train-auc:0.958311  test-auc:0.846290 
[136]   train-auc:0.958540  test-auc:0.846356 
[137]   train-auc:0.958682  test-auc:0.846079 
[138]   train-auc:0.959207  test-auc:0.845550 
[139]   train-auc:0.959558  test-auc:0.846107 
[140]   train-auc:0.960012  test-auc:0.845851 
[141]   train-auc:0.960260  test-auc:0.845685 
[142]   train-auc:0.960431  test-auc:0.845989 
[143]   train-auc:0.960702  test-auc:0.846332 
[144]   train-auc:0.961062  test-auc:0.846501 
[145]   train-auc:0.961207  test-auc:0.846645 
[146]   train-auc:0.961374  test-auc:0.846797 
[147]   train-auc:0.961473  test-auc:0.846904 
[148]   train-auc:0.961576  test-auc:0.846917 
[149]   train-auc:0.961794  test-auc:0.846631 
[150]   train-auc:0.961908  test-auc:0.846709 
[151]   train-auc:0.962237  test-auc:0.847161 
[152]   train-auc:0.962398  test-auc:0.847127 
[153]   train-auc:0.962445  test-auc:0.847166 
[154]   train-auc:0.962610  test-auc:0.847000 
[155]   train-auc:0.962869  test-auc:0.847195 
[156]   train-auc:0.962998  test-auc:0.847173 
[157]   train-auc:0.963366  test-auc:0.847454 
[158]   train-auc:0.963481  test-auc:0.847684 
[159]   train-auc:0.963550  test-auc:0.847677 
[160]   train-auc:0.963862  test-auc:0.847539 
[161]   train-auc:0.963968  test-auc:0.847941 
[162]   train-auc:0.964344  test-auc:0.848582 
[163]   train-auc:0.964809  test-auc:0.848129 
[164]   train-auc:0.964988  test-auc:0.848427 
[165]   train-auc:0.965197  test-auc:0.848178 
[166]   train-auc:0.965264  test-auc:0.848236 
[167]   train-auc:0.965309  test-auc:0.848121 
[168]   train-auc:0.965524  test-auc:0.848246 
[169]   train-auc:0.965758  test-auc:0.848194 
[170]   train-auc:0.965922  test-auc:0.848387 
[171]   train-auc:0.966049  test-auc:0.848621 
[172]   train-auc:0.966178  test-auc:0.848850 
[173]   train-auc:0.966486  test-auc:0.849093 
[174]   train-auc:0.966730  test-auc:0.849608 
[175]   train-auc:0.967012  test-auc:0.849389 
[176]   train-auc:0.967280  test-auc:0.849460 
[177]   train-auc:0.967483  test-auc:0.849365 
[178]   train-auc:0.967546  test-auc:0.849277 
[179]   train-auc:0.968042  test-auc:0.849315 
[180]   train-auc:0.968235  test-auc:0.849615 
[181]   train-auc:0.968287  test-auc:0.849539 
[182]   train-auc:0.968396  test-auc:0.849444 
[183]   train-auc:0.968838  test-auc:0.849773 
[184]   train-auc:0.968984  test-auc:0.849571 
[185]   train-auc:0.969167  test-auc:0.849579 
[186]   train-auc:0.969388  test-auc:0.849497 
[187]   train-auc:0.969503  test-auc:0.849512 
[188]   train-auc:0.969778  test-auc:0.849583 
[189]   train-auc:0.969944  test-auc:0.849688 
[190]   train-auc:0.970179  test-auc:0.849813 
[191]   train-auc:0.970281  test-auc:0.850090 
[192]   train-auc:0.970456  test-auc:0.849941 
[193]   train-auc:0.970571  test-auc:0.849938 
[194]   train-auc:0.970701  test-auc:0.849813 
[195]   train-auc:0.971130  test-auc:0.849909 
[196]   train-auc:0.971354  test-auc:0.850117 
[197]   train-auc:0.971573  test-auc:0.850065 
[198]   train-auc:0.971745  test-auc:0.850218 
[199]   train-auc:0.971762  test-auc:0.850311 
[200]   train-auc:0.972272  test-auc:0.851031 
[201]   train-auc:0.972568  test-auc:0.850890 
[202]   train-auc:0.972792  test-auc:0.850907 
[203]   train-auc:0.973019  test-auc:0.850550 
[204]   train-auc:0.973106  test-auc:0.850753 
[205]   train-auc:0.973263  test-auc:0.850679 
[206]   train-auc:0.973365  test-auc:0.850568 
[207]   train-auc:0.973557  test-auc:0.850747 
[208]   train-auc:0.973697  test-auc:0.850782 
[209]   train-auc:0.973978  test-auc:0.851213 
[210]   train-auc:0.974076  test-auc:0.851111 
[211]   train-auc:0.974220  test-auc:0.851249 
[212]   train-auc:0.974359  test-auc:0.851592 
[213]   train-auc:0.974462  test-auc:0.851565 
[214]   train-auc:0.974581  test-auc:0.851699 
[215]   train-auc:0.974767  test-auc:0.851666 
[216]   train-auc:0.974901  test-auc:0.851591 
[217]   train-auc:0.975039  test-auc:0.851925 
[218]   train-auc:0.975131  test-auc:0.852142 
[219]   train-auc:0.975215  test-auc:0.852213 
[220]   train-auc:0.975351  test-auc:0.852230 
[221]   train-auc:0.975579  test-auc:0.852093 
[222]   train-auc:0.975807  test-auc:0.852267 
[223]   train-auc:0.975875  test-auc:0.852303 
[224]   train-auc:0.976024  test-auc:0.852321 
[225]   train-auc:0.976223  test-auc:0.852341 
[226]   train-auc:0.976412  test-auc:0.852155 
[227]   train-auc:0.976458  test-auc:0.852083 
[228]   train-auc:0.976508  test-auc:0.852335 
[229]   train-auc:0.976645  test-auc:0.852256 
[230]   train-auc:0.976813  test-auc:0.852477 
[231]   train-auc:0.976980  test-auc:0.852788 
[232]   train-auc:0.977142  test-auc:0.852888 
[233]   train-auc:0.977271  test-auc:0.852954 
[234]   train-auc:0.977482  test-auc:0.852927 
[235]   train-auc:0.977622  test-auc:0.853095 
[236]   train-auc:0.977714  test-auc:0.853302 
[237]   train-auc:0.977824  test-auc:0.853019 
[238]   train-auc:0.977919  test-auc:0.852767 
[239]   train-auc:0.977986  test-auc:0.852927 
[240]   train-auc:0.978142  test-auc:0.853035 
[241]   train-auc:0.978304  test-auc:0.853428 
[242]   train-auc:0.978398  test-auc:0.853210 
[243]   train-auc:0.978630  test-auc:0.853275 
[244]   train-auc:0.978708  test-auc:0.853419 
[245]   train-auc:0.978791  test-auc:0.853487 
[246]   train-auc:0.978916  test-auc:0.853617 
[247]   train-auc:0.978978  test-auc:0.853561 
[248]   train-auc:0.979064  test-auc:0.853634 
[249]   train-auc:0.979173  test-auc:0.854037 
[250]   train-auc:0.979235  test-auc:0.854069 
[251]   train-auc:0.979299  test-auc:0.853989 
[252]   train-auc:0.979393  test-auc:0.854252 
[253]   train-auc:0.979529  test-auc:0.854439 
[254]   train-auc:0.979547  test-auc:0.854430 
[255]   train-auc:0.979614  test-auc:0.854499 
[256]   train-auc:0.979772  test-auc:0.854828 
[257]   train-auc:0.979880  test-auc:0.855029 
[258]   train-auc:0.979936  test-auc:0.854885 
[259]   train-auc:0.980015  test-auc:0.854780 
[260]   train-auc:0.980143  test-auc:0.854706 
[261]   train-auc:0.980268  test-auc:0.855040 
[262]   train-auc:0.980387  test-auc:0.855105 
[263]   train-auc:0.980479  test-auc:0.855440 
[264]   train-auc:0.980525  test-auc:0.855523 
[265]   train-auc:0.980574  test-auc:0.855689 
[266]   train-auc:0.980659  test-auc:0.855457 
[267]   train-auc:0.980740  test-auc:0.855261 
[268]   train-auc:0.980787  test-auc:0.855408 
[269]   train-auc:0.980815  test-auc:0.855576 
[270]   train-auc:0.980948  test-auc:0.855406 
[271]   train-auc:0.981090  test-auc:0.855487 
[272]   train-auc:0.981165  test-auc:0.855524 
[273]   train-auc:0.981291  test-auc:0.856043 
[274]   train-auc:0.981625  test-auc:0.855722 
[275]   train-auc:0.981673  test-auc:0.855777 
[276]   train-auc:0.981711  test-auc:0.855738 
[277]   train-auc:0.981772  test-auc:0.855673 
[278]   train-auc:0.981809  test-auc:0.855679 
[279]   train-auc:0.981898  test-auc:0.855304 
[280]   train-auc:0.981891  test-auc:0.855373 
[281]   train-auc:0.981976  test-auc:0.855329 
[282]   train-auc:0.982000  test-auc:0.855514 
[283]   train-auc:0.982056  test-auc:0.855595 
[284]   train-auc:0.982113  test-auc:0.855457 
[285]   train-auc:0.982136  test-auc:0.855399 
[286]   train-auc:0.982202  test-auc:0.855416 
[287]   train-auc:0.982239  test-auc:0.855418 
[288]   train-auc:0.982289  test-auc:0.855374 
[289]   train-auc:0.982483  test-auc:0.855197 
[290]   train-auc:0.982598  test-auc:0.855203 
[291]   train-auc:0.982685  test-auc:0.855219 
[292]   train-auc:0.982790  test-auc:0.855497 
[293]   train-auc:0.982817  test-auc:0.855499 
[294]   train-auc:0.982821  test-auc:0.855430 
[295]   train-auc:0.982906  test-auc:0.855368 
[296]   train-auc:0.983048  test-auc:0.855108 
[297]   train-auc:0.983124  test-auc:0.855084 
[298]   train-auc:0.983200  test-auc:0.855107 
[299]   train-auc:0.983392  test-auc:0.855300 
[300]   train-auc:0.983476  test-auc:0.855058 
[301]   train-auc:0.983522  test-auc:0.855221 
[302]   train-auc:0.983551  test-auc:0.855214 
[303]   train-auc:0.983750  test-auc:0.855124 
[304]   train-auc:0.983814  test-auc:0.855046 
[305]   train-auc:0.983926  test-auc:0.855112 
[306]   train-auc:0.984103  test-auc:0.855217 
[307]   train-auc:0.984162  test-auc:0.855073 
[308]   train-auc:0.984246  test-auc:0.855130 
[309]   train-auc:0.984303  test-auc:0.855614 
[310]   train-auc:0.984352  test-auc:0.855716 
[311]   train-auc:0.984409  test-auc:0.855658 
[312]   train-auc:0.984480  test-auc:0.855893 
[313]   train-auc:0.984548  test-auc:0.855854 
[314]   train-auc:0.984600  test-auc:0.855794 
[315]   train-auc:0.984677  test-auc:0.856052 
[316]   train-auc:0.984733  test-auc:0.856225 
[317]   train-auc:0.984864  test-auc:0.856237 
[318]   train-auc:0.984884  test-auc:0.856264 
[319]   train-auc:0.984901  test-auc:0.856399 
[320]   train-auc:0.984919  test-auc:0.856315 
[321]   train-auc:0.984995  test-auc:0.856172 
[322]   train-auc:0.985043  test-auc:0.856388 
[323]   train-auc:0.985121  test-auc:0.856681 
[324]   train-auc:0.985171  test-auc:0.856801 
[325]   train-auc:0.985264  test-auc:0.856612 
[326]   train-auc:0.985288  test-auc:0.856711 
[327]   train-auc:0.985308  test-auc:0.856841 
[328]   train-auc:0.985473  test-auc:0.856953 
[329]   train-auc:0.985543  test-auc:0.857002 
[330]   train-auc:0.985581  test-auc:0.857189 
[331]   train-auc:0.985600  test-auc:0.857086 
[332]   train-auc:0.985700  test-auc:0.857033 
[333]   train-auc:0.985792  test-auc:0.857215 
[334]   train-auc:0.985815  test-auc:0.857287 
[335]   train-auc:0.985880  test-auc:0.857405 
[336]   train-auc:0.985946  test-auc:0.857319 
[337]   train-auc:0.986000  test-auc:0.857340 
[338]   train-auc:0.986071  test-auc:0.857477 
[339]   train-auc:0.986122  test-auc:0.857186 
[340]   train-auc:0.986243  test-auc:0.857328 
[341]   train-auc:0.986288  test-auc:0.857321 
[342]   train-auc:0.986325  test-auc:0.857138 
[343]   train-auc:0.986345  test-auc:0.857225 
[344]   train-auc:0.986386  test-auc:0.857272 
[345]   train-auc:0.986396  test-auc:0.857316 
[346]   train-auc:0.986435  test-auc:0.857505 
[347]   train-auc:0.986505  test-auc:0.857481 
[348]   train-auc:0.986529  test-auc:0.857523 
[349]   train-auc:0.986580  test-auc:0.857475 
[350]   train-auc:0.986638  test-auc:0.857734 
[351]   train-auc:0.986655  test-auc:0.857663 
[352]   train-auc:0.986679  test-auc:0.857646 
[353]   train-auc:0.986847  test-auc:0.857463 
[354]   train-auc:0.986879  test-auc:0.857504 
[355]   train-auc:0.987047  test-auc:0.857683 
[356]   train-auc:0.987059  test-auc:0.857757 
[357]   train-auc:0.987062  test-auc:0.857666 
[358]   train-auc:0.987131  test-auc:0.857639 
[359]   train-auc:0.987139  test-auc:0.857572 
[360]   train-auc:0.987163  test-auc:0.857462 
[361]   train-auc:0.987242  test-auc:0.857707 
[362]   train-auc:0.987279  test-auc:0.857814 
[363]   train-auc:0.987453  test-auc:0.857765 
[364]   train-auc:0.987579  test-auc:0.857803 
[365]   train-auc:0.987636  test-auc:0.857804 
[366]   train-auc:0.987663  test-auc:0.857819 
[367]   train-auc:0.987726  test-auc:0.857962 
[368]   train-auc:0.987837  test-auc:0.857818 
[369]   train-auc:0.987869  test-auc:0.857812 
[370]   train-auc:0.987896  test-auc:0.857889 
[371]   train-auc:0.987932  test-auc:0.857868 
[372]   train-auc:0.987997  test-auc:0.857513 
[373]   train-auc:0.988119  test-auc:0.857861 
[374]   train-auc:0.988151  test-auc:0.857876 
[375]   train-auc:0.988184  test-auc:0.857804 
[376]   train-auc:0.988250  test-auc:0.857962 
[377]   train-auc:0.988306  test-auc:0.858238 
[378]   train-auc:0.988338  test-auc:0.858174 
[379]   train-auc:0.988363  test-auc:0.858099 
[380]   train-auc:0.988393  test-auc:0.858236 
[381]   train-auc:0.988403  test-auc:0.858204 
[382]   train-auc:0.988412  test-auc:0.858248 
[383]   train-auc:0.988483  test-auc:0.858327 
[384]   train-auc:0.988522  test-auc:0.858347 
[385]   train-auc:0.988604  test-auc:0.858572 
[386]   train-auc:0.988643  test-auc:0.858610 
[387]   train-auc:0.988657  test-auc:0.858652 
[388]   train-auc:0.988674  test-auc:0.858591 
[389]   train-auc:0.988716  test-auc:0.858847 
[390]   train-auc:0.988777  test-auc:0.858901 
[391]   train-auc:0.988801  test-auc:0.858938 
[392]   train-auc:0.988824  test-auc:0.858770 
[393]   train-auc:0.988905  test-auc:0.858756 
[394]   train-auc:0.988929  test-auc:0.858715 
[395]   train-auc:0.988933  test-auc:0.858785 
[396]   train-auc:0.988951  test-auc:0.858791 
[397]   train-auc:0.989023  test-auc:0.858644 
[398]   train-auc:0.989066  test-auc:0.858698 
[399]   train-auc:0.989144  test-auc:0.858853 
[400]   train-auc:0.989189  test-auc:0.858813 
[401]   train-auc:0.989235  test-auc:0.859053 
[402]   train-auc:0.989241  test-auc:0.859061 
[403]   train-auc:0.989268  test-auc:0.859061 
[404]   train-auc:0.989280  test-auc:0.859002 
[405]   train-auc:0.989304  test-auc:0.859066 
[406]   train-auc:0.989336  test-auc:0.858978 
[407]   train-auc:0.989390  test-auc:0.858673 
[408]   train-auc:0.989412  test-auc:0.858592 
[409]   train-auc:0.989426  test-auc:0.858607 
[410]   train-auc:0.989450  test-auc:0.858672 
[411]   train-auc:0.989582  test-auc:0.858924 
[412]   train-auc:0.989598  test-auc:0.858756 
[413]   train-auc:0.989638  test-auc:0.858727 
[414]   train-auc:0.989704  test-auc:0.858539 
[415]   train-auc:0.989782  test-auc:0.858695 
[416]   train-auc:0.989786  test-auc:0.858964 
[417]   train-auc:0.989798  test-auc:0.859042 
[418]   train-auc:0.989904  test-auc:0.858984 
[419]   train-auc:0.989920  test-auc:0.858981 
[420]   train-auc:0.989936  test-auc:0.859041 
[421]   train-auc:0.989938  test-auc:0.859066 
[422]   train-auc:0.990064  test-auc:0.859343 
[423]   train-auc:0.990148  test-auc:0.859248 
[424]   train-auc:0.990169  test-auc:0.859300 
[425]   train-auc:0.990182  test-auc:0.859316 
[426]   train-auc:0.990192  test-auc:0.859328 
[427]   train-auc:0.990222  test-auc:0.859135 
[428]   train-auc:0.990270  test-auc:0.859318 
[429]   train-auc:0.990326  test-auc:0.859332 
[430]   train-auc:0.990344  test-auc:0.859224 
[431]   train-auc:0.990442  test-auc:0.859217 
[432]   train-auc:0.990480  test-auc:0.859146 
[433]   train-auc:0.990502  test-auc:0.859062 
[434]   train-auc:0.990511  test-auc:0.859082 
[435]   train-auc:0.990527  test-auc:0.859157 
[436]   train-auc:0.990571  test-auc:0.859197 
[437]   train-auc:0.990588  test-auc:0.859271 
[438]   train-auc:0.990609  test-auc:0.859187 
[439]   train-auc:0.990641  test-auc:0.859148 
[440]   train-auc:0.990630  test-auc:0.859254 
[441]   train-auc:0.990644  test-auc:0.859267 
[442]   train-auc:0.990657  test-auc:0.859330 
[443]   train-auc:0.990750  test-auc:0.859702 
[444]   train-auc:0.990822  test-auc:0.859652 
[445]   train-auc:0.990860  test-auc:0.859630 
[446]   train-auc:0.990878  test-auc:0.859479 
[447]   train-auc:0.990886  test-auc:0.859521 
[448]   train-auc:0.991016  test-auc:0.859507 
[449]   train-auc:0.991071  test-auc:0.859509 
[450]   train-auc:0.991101  test-auc:0.859600 
[451]   train-auc:0.991138  test-auc:0.859595 
[452]   train-auc:0.991162  test-auc:0.859486 
[453]   train-auc:0.991180  test-auc:0.859583 
[454]   train-auc:0.991211  test-auc:0.859560 
[455]   train-auc:0.991309  test-auc:0.859753 
[456]   train-auc:0.991323  test-auc:0.859776 
[457]   train-auc:0.991387  test-auc:0.859540 
[458]   train-auc:0.991445  test-auc:0.859549 
[459]   train-auc:0.991482  test-auc:0.859624 
[460]   train-auc:0.991542  test-auc:0.859645 
[461]   train-auc:0.991562  test-auc:0.859624 
[462]   train-auc:0.991587  test-auc:0.859680 
[463]   train-auc:0.991592  test-auc:0.859584 
[464]   train-auc:0.991606  test-auc:0.859713 
[465]   train-auc:0.991708  test-auc:0.859770 
[466]   train-auc:0.991741  test-auc:0.859787 
[467]   train-auc:0.991776  test-auc:0.859711 
[468]   train-auc:0.991806  test-auc:0.859600 
[469]   train-auc:0.991804  test-auc:0.859560 
[470]   train-auc:0.991817  test-auc:0.859540 
[471]   train-auc:0.991836  test-auc:0.859522 
[472]   train-auc:0.991843  test-auc:0.859586 
[473]   train-auc:0.991865  test-auc:0.859681 
[474]   train-auc:0.991878  test-auc:0.859724 
[475]   train-auc:0.991912  test-auc:0.859762 
[476]   train-auc:0.991932  test-auc:0.859767 
[477]   train-auc:0.991966  test-auc:0.859794 
[478]   train-auc:0.991969  test-auc:0.859723 
[479]   train-auc:0.991989  test-auc:0.859770 
[480]   train-auc:0.992016  test-auc:0.859631 
[481]   train-auc:0.992033  test-auc:0.859519 
[482]   train-auc:0.992086  test-auc:0.859476 
[483]   train-auc:0.992140  test-auc:0.859691 
[484]   train-auc:0.992157  test-auc:0.859784 
[485]   train-auc:0.992176  test-auc:0.859950 
[486]   train-auc:0.992198  test-auc:0.859841 
[487]   train-auc:0.992231  test-auc:0.860011 
[488]   train-auc:0.992259  test-auc:0.859920 
[489]   train-auc:0.992268  test-auc:0.859970 
[490]   train-auc:0.992275  test-auc:0.859922 
[491]   train-auc:0.992285  test-auc:0.859831 
[492]   train-auc:0.992289  test-auc:0.859617 
[493]   train-auc:0.992325  test-auc:0.859628 
[494]   train-auc:0.992331  test-auc:0.859641 
[495]   train-auc:0.992357  test-auc:0.859580 
[496]   train-auc:0.992360  test-auc:0.859538 
[497]   train-auc:0.992376  test-auc:0.859543 
[498]   train-auc:0.992390  test-auc:0.859587 
[499]   train-auc:0.992409  test-auc:0.859654 
[500]   train-auc:0.992424  test-auc:0.859607 
[501]   train-auc:0.992464  test-auc:0.859394 
[502]   train-auc:0.992494  test-auc:0.859345 
[503]   train-auc:0.992539  test-auc:0.859524 
[504]   train-auc:0.992549  test-auc:0.859578 
[505]   train-auc:0.992543  test-auc:0.859490 
[506]   train-auc:0.992573  test-auc:0.859619 
[507]   train-auc:0.992611  test-auc:0.859411 
[508]   train-auc:0.992623  test-auc:0.859387 
[509]   train-auc:0.992664  test-auc:0.859281 
[510]   train-auc:0.992675  test-auc:0.859428 
[511]   train-auc:0.992691  test-auc:0.859517 
[512]   train-auc:0.992705  test-auc:0.859408 
[513]   train-auc:0.992724  test-auc:0.859609 
[514]   train-auc:0.992729  test-auc:0.859624 
[515]   train-auc:0.992787  test-auc:0.859486 
[516]   train-auc:0.992803  test-auc:0.859440 
[517]   train-auc:0.992804  test-auc:0.859481 
[518]   train-auc:0.992820  test-auc:0.859436 
[519]   train-auc:0.992847  test-auc:0.859543 
[520]   train-auc:0.992873  test-auc:0.859617 
[521]   train-auc:0.992905  test-auc:0.859749 
[522]   train-auc:0.992935  test-auc:0.859788 
[523]   train-auc:0.992964  test-auc:0.859816 
[524]   train-auc:0.992985  test-auc:0.859721 
[525]   train-auc:0.992999  test-auc:0.859691 
[526]   train-auc:0.993013  test-auc:0.859884 
[527]   train-auc:0.993026  test-auc:0.859965 
[528]   train-auc:0.993034  test-auc:0.860168 
[529]   train-auc:0.993091  test-auc:0.860015 
[530]   train-auc:0.993154  test-auc:0.860033 
[531]   train-auc:0.993150  test-auc:0.860067 
[532]   train-auc:0.993162  test-auc:0.860085 
[533]   train-auc:0.993216  test-auc:0.859908 
[534]   train-auc:0.993222  test-auc:0.859906 
[535]   train-auc:0.993239  test-auc:0.859921 
[536]   train-auc:0.993257  test-auc:0.859901 
[537]   train-auc:0.993262  test-auc:0.859868 
[538]   train-auc:0.993269  test-auc:0.859841 
[539]   train-auc:0.993322  test-auc:0.859827 
[540]   train-auc:0.993357  test-auc:0.859755 
[541]   train-auc:0.993388  test-auc:0.859953 
[542]   train-auc:0.993401  test-auc:0.859953 
[543]   train-auc:0.993404  test-auc:0.859807 
[544]   train-auc:0.993417  test-auc:0.859947 
[545]   train-auc:0.993479  test-auc:0.859819 
[546]   train-auc:0.993487  test-auc:0.859884 
[547]   train-auc:0.993534  test-auc:0.859643 
[548]   train-auc:0.993585  test-auc:0.859759 
[549]   train-auc:0.993595  test-auc:0.859752 
[550]   train-auc:0.993638  test-auc:0.859715 
[551]   train-auc:0.993654  test-auc:0.859772 
[552]   train-auc:0.993656  test-auc:0.859768 
[553]   train-auc:0.993657  test-auc:0.859750 
[554]   train-auc:0.993689  test-auc:0.859791 
[555]   train-auc:0.993714  test-auc:0.859696 
[556]   train-auc:0.993724  test-auc:0.859735 
[557]   train-auc:0.993751  test-auc:0.859755 
[558]   train-auc:0.993771  test-auc:0.859833 
[559]   train-auc:0.993805  test-auc:0.859891 
[560]   train-auc:0.993833  test-auc:0.859785 
[561]   train-auc:0.993835  test-auc:0.859807 
[562]   train-auc:0.993855  test-auc:0.859896 
[563]   train-auc:0.993858  test-auc:0.859947 
[564]   train-auc:0.993870  test-auc:0.859922 
[565]   train-auc:0.993919  test-auc:0.859991 
[566]   train-auc:0.993926  test-auc:0.860036 
[567]   train-auc:0.993964  test-auc:0.859939 
[568]   train-auc:0.993982  test-auc:0.859919 
[569]   train-auc:0.994001  test-auc:0.859905 
[570]   train-auc:0.994011  test-auc:0.859909 
[571]   train-auc:0.994031  test-auc:0.859954 
[572]   train-auc:0.994041  test-auc:0.859920 
[573]   train-auc:0.994113  test-auc:0.859986 
[574]   train-auc:0.994129  test-auc:0.859940 
[575]   train-auc:0.994152  test-auc:0.860100 
[576]   train-auc:0.994184  test-auc:0.859977 
[577]   train-auc:0.994223  test-auc:0.859931 
[578]   train-auc:0.994254  test-auc:0.860203 
[579]   train-auc:0.994262  test-auc:0.860200 
[580]   train-auc:0.994295  test-auc:0.860075 
[581]   train-auc:0.994306  test-auc:0.860206 
[582]   train-auc:0.994308  test-auc:0.860212 
[583]   train-auc:0.994362  test-auc:0.860159 
[584]   train-auc:0.994372  test-auc:0.860091 
[585]   train-auc:0.994378  test-auc:0.860196 
[586]   train-auc:0.994394  test-auc:0.860259 
[587]   train-auc:0.994408  test-auc:0.860202 
[588]   train-auc:0.994425  test-auc:0.860254 
[589]   train-auc:0.994425  test-auc:0.860289 
[590]   train-auc:0.994446  test-auc:0.860393 
[591]   train-auc:0.994467  test-auc:0.860370 
[592]   train-auc:0.994477  test-auc:0.860391 
[593]   train-auc:0.994496  test-auc:0.860409 
[594]   train-auc:0.994506  test-auc:0.860132 
[595]   train-auc:0.994514  test-auc:0.860276 
[596]   train-auc:0.994528  test-auc:0.860239 
[597]   train-auc:0.994524  test-auc:0.860239 
[598]   train-auc:0.994549  test-auc:0.860024 
[599]   train-auc:0.994555  test-auc:0.860017 
[600]   train-auc:0.994563  test-auc:0.859772 
[601]   train-auc:0.994571  test-auc:0.859925 
[602]   train-auc:0.994578  test-auc:0.859864 
[603]   train-auc:0.994589  test-auc:0.859861 
[604]   train-auc:0.994590  test-auc:0.859832 
[605]   train-auc:0.994603  test-auc:0.859798 
[606]   train-auc:0.994601  test-auc:0.859822 
[607]   train-auc:0.994608  test-auc:0.859782 
[608]   train-auc:0.994612  test-auc:0.859802 
[609]   train-auc:0.994631  test-auc:0.859768 
[610]   train-auc:0.994647  test-auc:0.859704 
[611]   train-auc:0.994681  test-auc:0.859661 
[612]   train-auc:0.994706  test-auc:0.859767 
[613]   train-auc:0.994726  test-auc:0.859948 
[614]   train-auc:0.994733  test-auc:0.860029 
[615]   train-auc:0.994742  test-auc:0.859951 
[616]   train-auc:0.994758  test-auc:0.859826 
[617]   train-auc:0.994790  test-auc:0.860018 
[618]   train-auc:0.994794  test-auc:0.860078 
[619]   train-auc:0.994806  test-auc:0.860168 
[620]   train-auc:0.994816  test-auc:0.860189 
[621]   train-auc:0.994821  test-auc:0.860140 
[622]   train-auc:0.994876  test-auc:0.859991 
[623]   train-auc:0.994886  test-auc:0.859961 
[624]   train-auc:0.994909  test-auc:0.860052 
[625]   train-auc:0.994928  test-auc:0.860076 
[626]   train-auc:0.994936  test-auc:0.860092 
[627]   train-auc:0.994934  test-auc:0.860055 
[628]   train-auc:0.994944  test-auc:0.860099 
[629]   train-auc:0.994961  test-auc:0.860139 
[630]   train-auc:0.994974  test-auc:0.860108 
[631]   train-auc:0.994979  test-auc:0.860115 
[632]   train-auc:0.994990  test-auc:0.860080 
[633]   train-auc:0.995009  test-auc:0.860120 
[634]   train-auc:0.995024  test-auc:0.860239 
[635]   train-auc:0.995026  test-auc:0.860235 
[636]   train-auc:0.995037  test-auc:0.860319 
[637]   train-auc:0.995079  test-auc:0.860317 
[638]   train-auc:0.995076  test-auc:0.860399 
[639]   train-auc:0.995082  test-auc:0.860455 
[640]   train-auc:0.995094  test-auc:0.860517 
[641]   train-auc:0.995107  test-auc:0.860508 
[642]   train-auc:0.995115  test-auc:0.860377 
[643]   train-auc:0.995120  test-auc:0.860419 
[644]   train-auc:0.995139  test-auc:0.860443 
[645]   train-auc:0.995139  test-auc:0.860480 
[646]   train-auc:0.995149  test-auc:0.860466 
[647]   train-auc:0.995155  test-auc:0.860291 
[648]   train-auc:0.995181  test-auc:0.860267 
[649]   train-auc:0.995185  test-auc:0.860237 
[650]   train-auc:0.995184  test-auc:0.860259 
[651]   train-auc:0.995186  test-auc:0.860317 
[652]   train-auc:0.995218  test-auc:0.860291 
[653]   train-auc:0.995242  test-auc:0.860181 
[654]   train-auc:0.995241  test-auc:0.860230 
[655]   train-auc:0.995243  test-auc:0.860284 
[656]   train-auc:0.995255  test-auc:0.860320 
[657]   train-auc:0.995257  test-auc:0.860333 
[658]   train-auc:0.995283  test-auc:0.860418 
[659]   train-auc:0.995312  test-auc:0.860241 
[660]   train-auc:0.995315  test-auc:0.860137 
[661]   train-auc:0.995320  test-auc:0.860243 
[662]   train-auc:0.995324  test-auc:0.860253 
[663]   train-auc:0.995324  test-auc:0.860355 
[664]   train-auc:0.995330  test-auc:0.860358 
[665]   train-auc:0.995335  test-auc:0.860287 
[666]   train-auc:0.995342  test-auc:0.860249 
[667]   train-auc:0.995344  test-auc:0.860398 
[668]   train-auc:0.995357  test-auc:0.860424 
[669]   train-auc:0.995362  test-auc:0.860429 
[670]   train-auc:0.995370  test-auc:0.860317 
[671]   train-auc:0.995379  test-auc:0.860451 
[672]   train-auc:0.995401  test-auc:0.860341 
[673]   train-auc:0.995406  test-auc:0.860353 
[674]   train-auc:0.995406  test-auc:0.860452 
[675]   train-auc:0.995443  test-auc:0.860500 
[676]   train-auc:0.995453  test-auc:0.860563 
[677]   train-auc:0.995458  test-auc:0.860555 
[678]   train-auc:0.995491  test-auc:0.860628 
[679]   train-auc:0.995527  test-auc:0.860620 
[680]   train-auc:0.995555  test-auc:0.860766 
[681]   train-auc:0.995561  test-auc:0.860852 
[682]   train-auc:0.995564  test-auc:0.860808 
[683]   train-auc:0.995569  test-auc:0.860828 
[684]   train-auc:0.995571  test-auc:0.860823 
[685]   train-auc:0.995571  test-auc:0.860842 
[686]   train-auc:0.995576  test-auc:0.860814 
[687]   train-auc:0.995582  test-auc:0.860863 
[688]   train-auc:0.995594  test-auc:0.860850 
[689]   train-auc:0.995606  test-auc:0.860808 
[690]   train-auc:0.995613  test-auc:0.860742 
[691]   train-auc:0.995611  test-auc:0.860747 
[692]   train-auc:0.995632  test-auc:0.860690 
[693]   train-auc:0.995664  test-auc:0.860728 
[694]   train-auc:0.995670  test-auc:0.860737 
[695]   train-auc:0.995667  test-auc:0.860790 
[696]   train-auc:0.995686  test-auc:0.860897 
[697]   train-auc:0.995686  test-auc:0.860926 
[698]   train-auc:0.995725  test-auc:0.860911 
[699]   train-auc:0.995756  test-auc:0.860878 
[700]   train-auc:0.995769  test-auc:0.860711 
[701]   train-auc:0.995788  test-auc:0.860766 
[702]   train-auc:0.995783  test-auc:0.860747 
[703]   train-auc:0.995782  test-auc:0.860801 
[704]   train-auc:0.995797  test-auc:0.860724 
[705]   train-auc:0.995853  test-auc:0.860489 
[706]   train-auc:0.995856  test-auc:0.860489 
[707]   train-auc:0.995886  test-auc:0.860431 
[708]   train-auc:0.995894  test-auc:0.860271 
[709]   train-auc:0.995893  test-auc:0.860327 
[710]   train-auc:0.995888  test-auc:0.860390 
[711]   train-auc:0.995907  test-auc:0.860507 
[712]   train-auc:0.995911  test-auc:0.860509 
[713]   train-auc:0.995922  test-auc:0.860497 
[714]   train-auc:0.995934  test-auc:0.860484 
[715]   train-auc:0.995941  test-auc:0.860451 
[716]   train-auc:0.995943  test-auc:0.860476 
[717]   train-auc:0.995943  test-auc:0.860492 
[718]   train-auc:0.995943  test-auc:0.860542 
[719]   train-auc:0.995947  test-auc:0.860479 
[720]   train-auc:0.995950  test-auc:0.860553 
[721]   train-auc:0.995948  test-auc:0.860648 
[722]   train-auc:0.995949  test-auc:0.860663 
[723]   train-auc:0.995957  test-auc:0.860566 
[724]   train-auc:0.995964  test-auc:0.860552 
[725]   train-auc:0.995965  test-auc:0.860517 
[726]   train-auc:0.995988  test-auc:0.860640 
[727]   train-auc:0.995996  test-auc:0.860548 
[728]   train-auc:0.995996  test-auc:0.860447 
[729]   train-auc:0.995997  test-auc:0.860375 
[730]   train-auc:0.996028  test-auc:0.860428 
[731]   train-auc:0.996039  test-auc:0.860351 
[732]   train-auc:0.996047  test-auc:0.860467 
[733]   train-auc:0.996062  test-auc:0.860545 
[734]   train-auc:0.996063  test-auc:0.860455 
[735]   train-auc:0.996065  test-auc:0.860441 
[736]   train-auc:0.996069  test-auc:0.860450 
[737]   train-auc:0.996092  test-auc:0.860490 
[738]   train-auc:0.996103  test-auc:0.860344 
[739]   train-auc:0.996109  test-auc:0.860336 
[740]   train-auc:0.996106  test-auc:0.860372 
[741]   train-auc:0.996114  test-auc:0.860352 
[742]   train-auc:0.996116  test-auc:0.860375 
[743]   train-auc:0.996137  test-auc:0.860494 
[744]   train-auc:0.996147  test-auc:0.860576 
[745]   train-auc:0.996151  test-auc:0.860636 
[746]   train-auc:0.996162  test-auc:0.860690 
[747]   train-auc:0.996165  test-auc:0.860710 
[748]   train-auc:0.996172  test-auc:0.860677 
[749]   train-auc:0.996181  test-auc:0.860609 
[750]   train-auc:0.996185  test-auc:0.860715 
[751]   train-auc:0.996187  test-auc:0.860702 
[752]   train-auc:0.996188  test-auc:0.860727 
[753]   train-auc:0.996194  test-auc:0.860577 
[754]   train-auc:0.996202  test-auc:0.860520 
[755]   train-auc:0.996214  test-auc:0.860528 
[756]   train-auc:0.996218  test-auc:0.860539 
[757]   train-auc:0.996241  test-auc:0.860428 
[758]   train-auc:0.996253  test-auc:0.860467 
[759]   train-auc:0.996265  test-auc:0.860542 
[760]   train-auc:0.996280  test-auc:0.860465 
[761]   train-auc:0.996306  test-auc:0.860619 
[762]   train-auc:0.996315  test-auc:0.860512 
[763]   train-auc:0.996318  test-auc:0.860437 
[764]   train-auc:0.996323  test-auc:0.860411 
[765]   train-auc:0.996330  test-auc:0.860483 
[766]   train-auc:0.996331  test-auc:0.860396 
[767]   train-auc:0.996348  test-auc:0.860442 
[768]   train-auc:0.996354  test-auc:0.860340 
[769]   train-auc:0.996382  test-auc:0.860347 
[770]   train-auc:0.996390  test-auc:0.860115 
[771]   train-auc:0.996391  test-auc:0.860128 
[772]   train-auc:0.996406  test-auc:0.860111 
[773]   train-auc:0.996407  test-auc:0.860038 
[774]   train-auc:0.996430  test-auc:0.859919 
[775]   train-auc:0.996435  test-auc:0.859849 
[776]   train-auc:0.996443  test-auc:0.859847 
[777]   train-auc:0.996461  test-auc:0.859837 
[778]   train-auc:0.996477  test-auc:0.859607 
[779]   train-auc:0.996482  test-auc:0.859614 
[780]   train-auc:0.996514  test-auc:0.859647 
[781]   train-auc:0.996527  test-auc:0.859544 
[782]   train-auc:0.996532  test-auc:0.859511 
[783]   train-auc:0.996545  test-auc:0.859463 
[784]   train-auc:0.996545  test-auc:0.859440 
[785]   train-auc:0.996548  test-auc:0.859561 
[786]   train-auc:0.996546  test-auc:0.859512 
[787]   train-auc:0.996555  test-auc:0.859462 
[788]   train-auc:0.996566  test-auc:0.859508 
[789]   train-auc:0.996569  test-auc:0.859713 
[790]   train-auc:0.996565  test-auc:0.859726 
[791]   train-auc:0.996572  test-auc:0.859765 
[792]   train-auc:0.996577  test-auc:0.859720 
[793]   train-auc:0.996577  test-auc:0.859719 
[794]   train-auc:0.996584  test-auc:0.859758 
[795]   train-auc:0.996584  test-auc:0.859785 
[796]   train-auc:0.996588  test-auc:0.859752 
Stopping. Best iteration:
[797]   train-auc:0.996592  test-auc:0.859736

[797]   train-auc:0.996592  test-auc:0.859736 

#cv best params -  train-auc:0.936269   test-auc:0.840957 

#final iteration [8195] train-auc:0.972368, test-auc:0.855862

y_pred.opt <- predict(final_model, as.matrix(xtest), type = "response") > 0.5
Metrics::f1(ytest, y_pred.opt) #this is actually 0.83 

[1] 1

2*(0.82*0.82)/(0.82 + 0.82) #f1 = 0.83, #f1 = 0.82 in hypertuned model 

[1] 0.82

#hypertuned performs better calculate f1 score by hand   

Metrics::accuracy(ytest, y_pred.opt) #.788 compared to .773

[1] 0.7937258

Metrics::recall(ytest, y_pred.opt) #.823 compared to 0.816

[1] 0.8415418

Metrics::precision(ytest, y_pred.opt) #.824 compared to .809

[1] 0.8204593

Metrics::auc(ytest, y_pred.opt)  #.779 compared to .0762

[1] 0.781462

Metrics::rmse(ytest, y_pred.opt) #.46 compoared to 0.475

[1] 0.4541742

#shap values 

shap_values <- shap.values(xgb_model = final_model,
                           X_train = xtrain)

shap.long <- shap.prep(xgb_model = final_model,
                      X_train = xtrain)

shap.plot.summary(shap.long)

#Tuned Model is Better and we don't need to do sampling ####

xgb.plot.tree(model = final_model)

xgb.plot.multi.trees(model = final_model)

#Variable Importance ####
importance_matrix.final <- xgb.importance(colnames(xtrain), model = final_model)
xgb.plot.importance(importance_matrix.final, rel_to_first = TRUE, xlab = "Relative importance")

xgb.save(final_model, "SUPERNOVAXGBOOST.json")

[1] TRUE

#END ####

Race-Stratified Random Forest Models

#create stratified sets 

model.data.encoded.long <- model.data.encoded %>%
  pivot_longer(Race_HISP_BC:Race_MRACE_WHT, 
               names_to = "Race",
               values_to = "Race Features")

View(model.data.encoded.long)

hispanic <- model.data.encoded.long %>% filter(Race == "Race_HISP_BC" & `Race Features` == 1) %>% select(-c(Race, `Race Features`)) %>% as.data.frame()

indigenous <- model.data.encoded.long %>% filter(Race == "Race_MRACE_AMI" & `Race Features` == 1) %>% select(-c(Race, `Race Features`)) %>% as.data.frame()

asian <- model.data.encoded.long %>% filter(Race == "Race_MRACE_ASIAN_PU" & `Race Features` == 1) %>% select(-c(Race, `Race Features`)) %>% as.data.frame()

black <- model.data.encoded.long %>% filter(Race == "Race_MRACE_BLK" & `Race Features` == 1) %>% select(-c(Race, `Race Features`)) %>% as.data.frame()

multiracial <- model.data.encoded.long %>% filter(Race == "Race_MRACE_MULTO_PU" & `Race Features` == 1) %>% as.data.frame() %>% select(-c(Race, `Race Features`)) %>% as.data.frame()

nhopi <- model.data.encoded.long %>% filter(Race == "Race_MRACE_NHOPI_PU" & `Race Features` == 1) %>% select(-c(Race, `Race Features`)) %>% as.data.frame()
#less than 1000 observations - keep that in mind 
 
white <- model.data.encoded.long %>% filter(Race == "Race_MRACE_WHT" & `Race Features` == 1) %>% select(-c(Race, `Race Features`)) %>% as.data.frame()

Race-Stratified Random Forest Models - Hispanic

prop.table(table(hispanic$MH_PPDPR2.numeric))

        0         1 
0.4400812 0.5599188 

parts.hispanic <- createDataPartition(hispanic$MH_PPDPR2.numeric, p = .8, list = F)
train.hispanic <- hispanic[parts.hispanic, ]
test.hispanic <- hispanic[-parts.hispanic, ]


xtrain.hispanic <- train.hispanic[, -1] 
ytrain.hispanic <- train.hispanic[, 1] 
xtest.hispanic <- test.hispanic[, -1]
ytest.hispanic <- test.hispanic[, 1]


xgb_train.hispanic <- xgb.DMatrix(data = xtrain.hispanic, label = ytrain.hispanic)
xgb_test.hispanic <- xgb.DMatrix(data = xtest.hispanic, label = ytest.hispanic)

#watchlist <- list(train = xgb_train, test = xgb_test)


#Train model ####

tree.hispanic <- xgb.train(data = xgb_train.hispanic, booster = "gbtree", objective = "binary:logistic",
                  nrounds = 1000)

Warning in check.deprecation(deprecated_train_params, match.call(), ...):
Passed invalid function arguments: booster. These should be passed as a list to
argument 'params'. Conversion from argument to 'params' entry will be done
automatically, but this behavior will become an error in a future version.

Warning in check.custom.obj(params, objective): Argument 'objective' is only
for custom objectives. For built-in objectives, pass the objective under
'params'. This warning will become an error in a future version.

#Test Model Performance ####


y_pred.hispanic <- predict(tree.hispanic, as.matrix(xtest.hispanic), type = "response") > 0.5
Metrics::f1(ytest.hispanic, y_pred.hispanic) #this is actually 0.83 

[1] 1

Metrics::accuracy(ytest.hispanic, y_pred.hispanic)

[1] 0.7084746

Metrics::recall(ytest.hispanic, y_pred.hispanic)

[1] 0.7356322

Metrics::precision(ytest.hispanic, y_pred.hispanic)

[1] 0.7619048

Metrics::auc(ytest.hispanic, y_pred.hispanic) #barely improves 

[1] 0.7025268

Metrics::rmse(ytest.hispanic, y_pred.hispanic)

[1] 0.5399309

#recalculate f1 as the harmonic mean of precision and recall 

2*(0.82*0.81)/(0.82 + 0.81) #f1 = 0.81 -

[1] 0.8149693

#shap values 

shap_values.hispanic <- shap.values(xgb_model = tree.hispanic,
                           X_train = xtrain.hispanic)

shap.long.hispanic <- shap.prep(xgb_model = tree.hispanic,
                      X_train = xtrain.hispanic)

shap.plot.summary(shap.long.hispanic)

#Tuned Model is Better and we don't need to do sampling ####

xgb.plot.tree(model = tree.hispanic)

xgb.plot.multi.trees(model = tree.hispanic)

#Variable Importance ####
importance_matrix.final.hispanic <- xgb.importance(colnames(xtrain.hispanic), model = tree.hispanic)
xgb.plot.importance(importance_matrix.final.hispanic, rel_to_first = TRUE, xlab = "Relative importance (Hispanic)")

Race-Stratified Random Forest Models - Indigenous

prop.table(table(indigenous$MH_PPDPR2.numeric))

       0        1 
0.367282 0.632718 

parts.indigenous <- createDataPartition(indigenous$MH_PPDPR2.numeric, p = .8, list = F)
train.indigenous <- indigenous[parts.indigenous, ]
test.indigenous <- indigenous[-parts.indigenous, ]


xtrain.indigenous <- train.indigenous[, -1] 
ytrain.indigenous <- train.indigenous[, 1] 
xtest.indigenous <- test.indigenous[, -1]
ytest.indigenous <- test.indigenous[, 1]

xgb_train.indigenous <- xgb.DMatrix(data = xtrain.indigenous, label = ytrain.indigenous)
xgb_test.indigenous <- xgb.DMatrix(data = xtest.indigenous, label = ytest.indigenous)

#watchlist <- list(train = xgb_train, test = xgb_test)


#Train model ####

tree.indigenous <- xgb.train(data = xgb_train.indigenous, booster = "gbtree", objective = "binary:logistic",
                           nrounds = 1000)

Warning in check.deprecation(deprecated_train_params, match.call(), ...):
Passed invalid function arguments: booster. These should be passed as a list to
argument 'params'. Conversion from argument to 'params' entry will be done
automatically, but this behavior will become an error in a future version.

Warning in check.custom.obj(params, objective): Argument 'objective' is only
for custom objectives. For built-in objectives, pass the objective under
'params'. This warning will become an error in a future version.

#Test Model Performance ####

y_pred.indigenous <- predict(tree.indigenous, as.matrix(xtest.indigenous), type = "response") > 0.5
Metrics::f1(ytest.indigenous, y_pred.indigenous) #this is actually 0.83 

[1] 1

Metrics::accuracy(ytest.indigenous, y_pred.indigenous)

[1] 0.7388535

Metrics::recall(ytest.indigenous, y_pred.indigenous)

[1] 0.7910448

Metrics::precision(ytest.indigenous, y_pred.indigenous)

[1] 0.798995

Metrics::auc(ytest.indigenous, y_pred.indigenous) #barely improves 

[1] 0.7185312

Metrics::rmse(ytest.indigenous, y_pred.indigenous)

[1] 0.5110249

#recalculate f1 as the harmonic mean of precision and recall 

2*(0.82*0.78)/(0.82 + 0.78) #f1 = 0.79 -

[1] 0.7995

#shap values 

shap_values.indigenous <- shap.values(xgb_model = tree.indigenous,
                                    X_train = xtrain.indigenous)

shap.long.indigenous <- shap.prep(xgb_model = tree.indigenous,
                                X_train = xtrain.indigenous)

shap.plot.summary(shap.long.indigenous)

#Tuned Model is Better and we don't need to do sampling ####

xgb.plot.tree(model = tree.indigenous)

xgb.plot.multi.trees(model = tree.indigenous)

#Variable Importance ####
importance_matrix.final.indigenous <- xgb.importance(colnames(xtrain.indigenous), model = tree.indigenous)

View(importance_matrix.final.indigenous)

xgb.plot.importance(importance_matrix.final.indigenous, rel_to_first = TRUE, xlab = "Relative importance (Indigenous)")

Race-Stratified Random Forest Models - Asian

prop.table(table(asian$MH_PPDPR2.numeric))

        0         1 
0.4087591 0.5912409 

parts.asian <- createDataPartition(asian$MH_PPDPR2.numeric, p = .8, list = F)
train.asian <- asian[parts.asian, ]
test.asian <- asian[-parts.asian, ]

xtrain.asian <- train.asian[, -1] 
ytrain.asian <- train.asian[, 1] 
xtest.asian <- test.asian[, -1]
ytest.asian <- test.asian[, 1]

xgb_train.asian <- xgb.DMatrix(data = xtrain.asian, label = ytrain.asian)
xgb_test.asian <- xgb.DMatrix(data = xtest.asian, label = ytest.asian)

#watchlist <- list(train = xgb_train, test = xgb_test)


#Train model ####

tree.asian <- xgb.train(data = xgb_train.asian, booster = "gbtree", objective = "binary:logistic",
                           nrounds = 1000)

Warning in check.deprecation(deprecated_train_params, match.call(), ...):
Passed invalid function arguments: booster. These should be passed as a list to
argument 'params'. Conversion from argument to 'params' entry will be done
automatically, but this behavior will become an error in a future version.

Warning in check.custom.obj(params, objective): Argument 'objective' is only
for custom objectives. For built-in objectives, pass the objective under
'params'. This warning will become an error in a future version.

#Test Model Performance ####

y_pred.asian <- predict(tree.asian, as.matrix(xtest.asian), type = "response") > 0.5
Metrics::f1(ytest.asian, y_pred.asian) #this is actually 0.83 

[1] 1

Metrics::accuracy(ytest.asian, y_pred.asian)

[1] 0.7777778

Metrics::recall(ytest.asian, y_pred.asian)

[1] 0.8205128

Metrics::precision(ytest.asian, y_pred.asian)

[1] 0.8648649

Metrics::auc(ytest.asian, y_pred.asian) #barely improves 

[1] 0.7435897

Metrics::rmse(ytest.asian, y_pred.asian)

[1] 0.4714045

#recalculate f1 as the harmonic mean of precision and recall 

2*(0.84*0.84)/(0.84 + 0.84) #f1 = 0.81 -

[1] 0.84

#shap values 

shap_values.asian <- shap.values(xgb_model = tree.asian,
                                    X_train = xtrain.asian)

shap.long.asian <- shap.prep(xgb_model = tree.asian,
                                X_train = xtrain.asian)

shap.plot.summary(shap.long.asian)

#Tuned Model is Better and we don't need to do sampling ####

xgb.plot.tree(model = tree.asian)

xgb.plot.multi.trees(model = tree.asian)

#Variable Importance ####
importance_matrix.final.asian <- xgb.importance(colnames(xtrain.asian), model = tree.asian)
xgb.plot.importance(importance_matrix.final.asian, rel_to_first = TRUE, xlab = "Relative importance (Asian)")

Race-Stratified Random Forest Models - Black

prop.table(table(black$MH_PPDPR2.numeric))

        0         1 
0.4164466 0.5835534 

parts.black <- createDataPartition(black$MH_PPDPR2.numeric, p = .8, list = F)
train.black <- black[parts.black, ]
test.black <- black[-parts.black, ]

xtrain.black <- train.black[, -1] 
ytrain.black <- train.black[, 1] 
xtest.black <- test.black[, -1]
ytest.black <- test.black[, 1]

xgb_train.black <- xgb.DMatrix(data = xtrain.black, label = ytrain.black)
xgb_test.black <- xgb.DMatrix(data = xtest.black, label = ytest.black)

#watchlist <- list(train = xgb_train, test = xgb_test)


#Train model ####

tree.black <- xgb.train(data = xgb_train.black, booster = "gbtree", objective = "binary:logistic",
                           nrounds = 1000)

Warning in check.deprecation(deprecated_train_params, match.call(), ...):
Passed invalid function arguments: booster. These should be passed as a list to
argument 'params'. Conversion from argument to 'params' entry will be done
automatically, but this behavior will become an error in a future version.

Warning in check.custom.obj(params, objective): Argument 'objective' is only
for custom objectives. For built-in objectives, pass the objective under
'params'. This warning will become an error in a future version.

#Test Model Performance ####

y_pred.black <- predict(tree.black, as.matrix(xtest.black), type = "response") > 0.5
Metrics::f1(ytest.black, y_pred.black) #this is actually 0.83 

[1] 1

Metrics::accuracy(ytest.black, y_pred.black)

[1] 0.7264151

Metrics::recall(ytest.black, y_pred.black)

[1] 0.7854785

Metrics::precision(ytest.black, y_pred.black)

[1] 0.7484277

Metrics::auc(ytest.black, y_pred.black) #barely improves 

[1] 0.7165278

Metrics::rmse(ytest.black, y_pred.black)

[1] 0.5230534

#recalculate f1 as the harmonic mean of precision and recall 

2*(0.82*0.81)/(0.82 + 0.81) #f1 = 0.81 -

[1] 0.8149693

#shap values 

shap_values.black <- shap.values(xgb_model = tree.black,
                                    X_train = xtrain.black)

shap.long.black <- shap.prep(xgb_model = tree.black,
                                X_train = xtrain.black)

shap.plot.summary(shap.long.black)

#Tuned Model is Better and we don't need to do sampling ####

xgb.plot.tree(model = tree.black)

xgb.plot.multi.trees(model = tree.black)

#Variable Importance ####
importance_matrix.final.black <- xgb.importance(colnames(xtrain.black), model = tree.black)
xgb.plot.importance(importance_matrix.final.black, rel_to_first = TRUE, xlab = "Relative importance (Black)")

Race-Stratified Random Forest Models - Multiracial

prop.table(table(multiracial$MH_PPDPR2.numeric))

        0         1 
0.4285714 0.5714286 

parts.multiracial <- createDataPartition(multiracial$MH_PPDPR2.numeric, p = .8, list = F)
train.multiracial <- multiracial[parts.multiracial, ]
test.multiracial <- multiracial[-parts.multiracial, ]

xtrain.multiracial <- train.multiracial[, -1] 
ytrain.multiracial <- train.multiracial[, 1] 
xtest.multiracial <- test.multiracial[, -1]
ytest.multiracial <- test.multiracial[, 1]

View(multiracial)

xgb_train.multiracial <- xgb.DMatrix(data = xtrain.multiracial, label = ytrain.multiracial)

xgb_test.multiracial <- xgb.DMatrix(data = xtest.multiracial, label = ytest.multiracial)

#watchlist <- list(train = xgb_train, test = xgb_test)


#Train model ####

tree.multiracial <- xgb.train(data = xgb_train.multiracial, booster = "gbtree", objective = "binary:logistic",
                           nrounds = 1000)

Warning in check.deprecation(deprecated_train_params, match.call(), ...):
Passed invalid function arguments: booster. These should be passed as a list to
argument 'params'. Conversion from argument to 'params' entry will be done
automatically, but this behavior will become an error in a future version.

Warning in check.custom.obj(params, objective): Argument 'objective' is only
for custom objectives. For built-in objectives, pass the objective under
'params'. This warning will become an error in a future version.

#Test Model Performance ####

y_pred.multiracial <- predict(tree.multiracial, as.matrix(xtest.multiracial), type = "response") > 0.5
Metrics::f1(ytest.multiracial, y_pred.multiracial) #this is actually 0.83 

[1] 1

Metrics::accuracy(ytest.multiracial, y_pred.multiracial)

[1] 0.754386

Metrics::recall(ytest.multiracial, y_pred.multiracial)

[1] 0.7727273

Metrics::precision(ytest.multiracial, y_pred.multiracial)

[1] 0.796875

Metrics::auc(ytest.multiracial, y_pred.multiracial) #barely improves 

[1] 0.750947

Metrics::rmse(ytest.multiracial, y_pred.multiracial)

[1] 0.4955946

#recalculate f1 as the harmonic mean of precision and recall 

2*(0.82*0.82)/(0.82 + 0.82) #f1 = 0.82 -

[1] 0.82

#shap values 

shap_values.multiracial <- shap.values(xgb_model = tree.multiracial,
                                    X_train = xtrain.multiracial)

shap.long.multiracial <- shap.prep(xgb_model = tree.multiracial,
                                X_train = xtrain.multiracial)

shap.plot.summary(shap.long.multiracial)

#Tuned Model is Better and we don't need to do sampling ####

xgb.plot.tree(model = tree.multiracial)

xgb.plot.multi.trees(model = tree.multiracial)

#Variable Importance ####
importance_matrix.final.multiracial <- xgb.importance(colnames(xtrain.multiracial), model = tree.multiracial)
xgb.plot.importance(importance_matrix.final.multiracial, rel_to_first = TRUE, xlab = "Relative importance (Multiracial)")

Race-Stratified Random Forest Models - NHOPI

prop.table(table(nhopi$MH_PPDPR2.numeric))

        0         1 
0.4496124 0.5503876 

parts.nhopi <- createDataPartition(nhopi$MH_PPDPR2.numeric, p = .8, list = F)
train.nhopi <- nhopi[parts.nhopi, ]
test.nhopi <- nhopi[-parts.nhopi, ]

xtrain.nhopi <- train.nhopi[, -1] 
ytrain.nhopi <- train.nhopi[, 1] 
xtest.nhopi <- test.nhopi[, -1]
ytest.nhopi <- test.nhopi[, 1]

xgb_train.nhopi <- xgb.DMatrix(data = xtrain.nhopi, label = ytrain.nhopi)
xgb_test.nhopi <- xgb.DMatrix(data = xtest.nhopi, label = ytest.nhopi)

#watchlist <- list(train = xgb_train, test = xgb_test)


#Train model ####

tree.nhopi <- xgb.train(data = xgb_train.nhopi, booster = "gbtree", objective = "binary:logistic",
                           nrounds = 1000)

Warning in check.deprecation(deprecated_train_params, match.call(), ...):
Passed invalid function arguments: booster. These should be passed as a list to
argument 'params'. Conversion from argument to 'params' entry will be done
automatically, but this behavior will become an error in a future version.

Warning in check.custom.obj(params, objective): Argument 'objective' is only
for custom objectives. For built-in objectives, pass the objective under
'params'. This warning will become an error in a future version.

#Test Model Performance ####

y_pred.nhopi <- predict(tree.nhopi, as.matrix(xtest.nhopi), type = "response") > 0.5
Metrics::f1(ytest.nhopi, y_pred.nhopi) #this is actually 0.83 

[1] 1

Metrics::accuracy(ytest.nhopi, y_pred.nhopi)

[1] 0.8

Metrics::recall(ytest.nhopi, y_pred.nhopi)

[1] 0.7692308

Metrics::precision(ytest.nhopi, y_pred.nhopi)

[1] 0.8333333

Metrics::auc(ytest.nhopi, y_pred.nhopi) #barely improves 

[1] 0.8012821

Metrics::rmse(ytest.nhopi, y_pred.nhopi)

[1] 0.4472136

#recalculate f1 as the harmonic mean of precision and recall 

2*(0.82*0.81)/(0.82 + 0.81) #f1 = 0.81 -

[1] 0.8149693

#shap values 

shap_values.nhopi <- shap.values(xgb_model = tree.nhopi,
                                    X_train = xtrain.nhopi)

shap.long.nhopi <- shap.prep(xgb_model = tree.nhopi,
                                X_train = xtrain.nhopi)

shap.plot.summary(shap.long.nhopi)

#Tuned Model is Better and we don't need to do sampling ####

xgb.plot.tree(model = tree.nhopi)

xgb.plot.multi.trees(model = tree.nhopi)

#Variable Importance ####
importance_matrix.final.nhopi <- xgb.importance(colnames(xtrain.nhopi), model = tree.nhopi)
xgb.plot.importance(importance_matrix.final.nhopi, rel_to_first = TRUE, xlab = "Relative importance (NHOPI)")

Race-Stratified Random Forest Models - White

prop.table(table(white$MH_PPDPR2.numeric))

      0       1 
0.38402 0.61598 

parts.white <- createDataPartition(white$MH_PPDPR2.numeric, p = .8, list = F)
train.white <- white[parts.white, ]
test.white <- white[-parts.white, ]

xtrain.white <- train.white[, -1] 
ytrain.white <- train.white[, 1] 
xtest.white <- test.white[, -1]
ytest.white <- test.white[, 1]

xgb_train.white <- xgb.DMatrix(data = xtrain.white, label = ytrain.white)
xgb_test.white <- xgb.DMatrix(data = xtest.white, label = ytest.white)

#watchlist <- list(train = xgb_train, test = xgb_test)


#Train model ####

tree.white <- xgb.train(data = xgb_train.white, booster = "gbtree", objective = "binary:logistic",
                           nrounds = 1000)

Warning in check.deprecation(deprecated_train_params, match.call(), ...):
Passed invalid function arguments: booster. These should be passed as a list to
argument 'params'. Conversion from argument to 'params' entry will be done
automatically, but this behavior will become an error in a future version.

Warning in check.custom.obj(params, objective): Argument 'objective' is only
for custom objectives. For built-in objectives, pass the objective under
'params'. This warning will become an error in a future version.

#Test Model Performance ####

y_pred.white <- predict(tree.white, as.matrix(xtest.white), type = "response") > 0.5
Metrics::f1(ytest.white, y_pred.white) #this is actually 0.83 

[1] 1

Metrics::accuracy(ytest.white, y_pred.white)

[1] 0.7528474

Metrics::recall(ytest.white, y_pred.white)

[1] 0.8064516

Metrics::precision(ytest.white, y_pred.white)

[1] 0.8050089

Metrics::auc(ytest.white, y_pred.white) #barely improves 

[1] 0.7329133

Metrics::rmse(ytest.white, y_pred.white)

[1] 0.4971445

#recalculate f1 as the harmonic mean of precision and recall 

2*(0.82*0.81)/(0.82 + 0.81) #f1 = 0.81 -

[1] 0.8149693

#shap values 

shap_values.white <- shap.values(xgb_model = tree.white,
                                    X_train = xtrain.white)

shap.long.white <- shap.prep(xgb_model = tree.white,
                                X_train = xtrain.white)

shap.plot.summary(shap.long.white)

#Tuned Model is Better and we don't need to do sampling ####

xgb.plot.tree(model = tree.white)

xgb.plot.multi.trees(model = tree.white)

#Variable Importance ####
importance_matrix.final.white <- xgb.importance(colnames(xtrain.white), model = tree.white)
xgb.plot.importance(importance_matrix.final.white, rel_to_first = TRUE, xlab = "Relative importance (White)")