R Notebook
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## format.pval, unitslibrary(funModeling)## funModeling v.1.9.4 :)
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## range01#import the dataset
df <- read.csv("E:/MScDataScience/stats602/project/labeled.csv")
df1 <- df[, -1]
df1$Class <- as.factor(df1$Class)
diagnose(df1) %>% flextable()variables | types | missing_count | missing_percent | unique_count | unique_rate |
|---|---|---|---|---|---|
Area | integer | 0 | 0 | 2,948 | 0.9826667 |
Perimeter | numeric | 0 | 0 | 2,999 | 0.9996667 |
MajorAxisLength | numeric | 0 | 0 | 3,000 | 1.0000000 |
MinorAxisLength | numeric | 0 | 0 | 3,000 | 1.0000000 |
Eccentricity | numeric | 0 | 0 | 2,999 | 0.9996667 |
ConvexArea | integer | 0 | 0 | 2,953 | 0.9843333 |
Extent | numeric | 0 | 0 | 2,999 | 0.9996667 |
Class | factor | 0 | 0 | 6 | 0.0020000 |
view_df(df1, show.frq = T, show.prc = T, show.na = T)| ID | Name | Label | missings | Values | Value Labels | Freq. | % |
|---|---|---|---|---|---|---|---|
| 1 | Area | 0 (0.00%) | range: 20645-251320 | ||||
| 2 | Perimeter | 0 (0.00%) | range: 384.2-2164.1 | ||||
| 3 | MajorAxisLength | 0 (0.00%) | range: 161.5-741.0 | ||||
| 4 | MinorAxisLength | 0 (0.00%) | range: 106.0-473.4 | ||||
| 5 | Eccentricity | 0 (0.00%) | range: 0.3-0.9 | ||||
| 6 | ConvexArea | 0 (0.00%) | range: 8912-259965 | ||||
| 7 | Extent | 0 (0.00%) | range: 0.6-0.9 | ||||
| 8 | Class | 0 (0.00%) |
BOMBAY CALI DERMASON HOROZ SEKER SIRA |
500 500 500 500 500 500 |
16.67 16.67 16.67 16.67 16.67 16.67 |
||
Hmisc::describe(df1)## df1
##
## 8 Variables 3000 Observations
## --------------------------------------------------------------------------------
## Area
## n missing distinct Info Mean Gmd .05 .10
## 3000 0 2948 1 69875 47758 29049 32642
## .25 .50 .75 .90 .95
## 38819 48715 74690 165857 184091
##
## lowest : 20645 20713 21195 21257 21351, highest: 233985 241637 249735 250001 251320
## --------------------------------------------------------------------------------
## Perimeter
## n missing distinct Info Mean Gmd .05 .10
## 3000 0 2999 1 1012 381.2 576.1 626.1
## .25 .50 .75 .90 .95
## 760.7 941.9 1170.3 1587.2 1728.9
##
## lowest : 384.169 386.032 395.147 409.464 414.907
## highest: 2096.241 2102.368 2127.093 2147.091 2164.100
## --------------------------------------------------------------------------------
## MajorAxisLength
## n missing distinct Info Mean Gmd .05 .10
## 3000 0 3000 1 362 135.9 220.8 233.1
## .25 .50 .75 .90 .95
## 262.6 332.9 416.9 577.4 620.4
##
## lowest : 161.5165 178.7249 186.7838 188.7529 188.7595
## highest: 726.0170 726.2194 734.9645 738.2059 740.9688
## --------------------------------------------------------------------------------
## MinorAxisLength
## n missing distinct Info Mean Gmd .05 .10
## 3000 0 3000 1 225.2 75.06 148.5 159.6
## .25 .50 .75 .90 .95
## 177.6 202.7 237.0 363.8 387.4
##
## lowest : 106.0034 115.1954 115.8657 116.2605 118.4034
## highest: 449.4471 451.7613 454.4687 462.7636 473.3947
## --------------------------------------------------------------------------------
## Eccentricity
## n missing distinct Info Mean Gmd .05 .10
## 3000 0 2999 1 0.756 0.1101 0.5483 0.6029
## .25 .50 .75 .90 .95
## 0.7135 0.7730 0.8255 0.8686 0.8909
##
## lowest : 0.3006355 0.3187789 0.3401366 0.3445400 0.3513576
## highest: 0.9360052 0.9360924 0.9372738 0.9437753 0.9449090
## --------------------------------------------------------------------------------
## ConvexArea
## n missing distinct Info Mean Gmd .05 .10
## 3000 0 2953 1 70944 49218 27026 31544
## .25 .50 .75 .90 .95
## 39098 50808 76582 168346 187351
##
## lowest : 8912 11037 11886 12534 13005, highest: 244634 246950 250060 256791 259965
## --------------------------------------------------------------------------------
## Extent
## n missing distinct Info Mean Gmd .05 .10
## 3000 0 2999 1 0.7528 0.05684 0.6418 0.6812
## .25 .50 .75 .90 .95
## 0.7244 0.7660 0.7903 0.8084 0.8168
##
## lowest : 0.5710291 0.5758827 0.5781427 0.5786897 0.5789583
## highest: 0.8458556 0.8471957 0.8474299 0.8502323 0.8502428
## --------------------------------------------------------------------------------
## Class
## n missing distinct
## 3000 0 6
##
## lowest : BOMBAY CALI DERMASON HOROZ SEKER
## highest: CALI DERMASON HOROZ SEKER SIRA
##
## Value BOMBAY CALI DERMASON HOROZ SEKER SIRA
## Frequency 500 500 500 500 500 500
## Proportion 0.167 0.167 0.167 0.167 0.167 0.167
## --------------------------------------------------------------------------------funModeling::status(df1) %>% flextable()variable | q_zeros | p_zeros | q_na | p_na | q_inf | p_inf | type | unique |
|---|---|---|---|---|---|---|---|---|
Area | 0 | 0 | 0 | 0 | 0 | 0 | integer | 2,948 |
Perimeter | 0 | 0 | 0 | 0 | 0 | 0 | numeric | 2,999 |
MajorAxisLength | 0 | 0 | 0 | 0 | 0 | 0 | numeric | 3,000 |
MinorAxisLength | 0 | 0 | 0 | 0 | 0 | 0 | numeric | 3,000 |
Eccentricity | 0 | 0 | 0 | 0 | 0 | 0 | numeric | 2,999 |
ConvexArea | 0 | 0 | 0 | 0 | 0 | 0 | integer | 2,953 |
Extent | 0 | 0 | 0 | 0 | 0 | 0 | numeric | 2,999 |
Class | 0 | 0 | 0 | 0 | 0 | 0 | factor | 6 |
#diagnose numerical variables
diagnose_numeric(df1) %>% flextable()variables | min | Q1 | mean | median | Q3 | max | zero | minus | outlier |
|---|---|---|---|---|---|---|---|---|---|
Area | 20,645.0000000 | 38,818.7500000 | 69,874.9776667 | 48,714.5000000 | 74,690.2500000 | 251,320.0000000 | 0 | 0 | 496 |
Perimeter | 384.1690000 | 760.7012500 | 1,012.2381513 | 941.8965000 | 1,170.3110000 | 2,164.1000000 | 0 | 0 | 108 |
MajorAxisLength | 161.5165253 | 262.6297530 | 362.0480466 | 332.9009500 | 416.8562704 | 740.9687751 | 0 | 0 | 81 |
MinorAxisLength | 106.0034000 | 177.5853160 | 225.1931433 | 202.7348140 | 237.0322275 | 473.3947287 | 0 | 0 | 483 |
Eccentricity | 0.3006355 | 0.7134522 | 0.7560057 | 0.7729666 | 0.8255465 | 0.9449090 | 0 | 0 | 144 |
ConvexArea | 8,912.0000000 | 39,098.2500000 | 70,944.1153333 | 50,807.5000000 | 76,582.0000000 | 259,965.0000000 | 0 | 0 | 486 |
Extent | 0.5710291 | 0.7244267 | 0.7527873 | 0.7660252 | 0.7902551 | 0.8502428 | 0 | 0 | 107 |
#diagnose categorical variables
diagnose_category(df1) %>% flextable()variables | levels | N | freq | ratio | rank |
|---|---|---|---|---|---|
Class | BOMBAY | 3,000 | 500 | 16.66667 | 1 |
Class | CALI | 3,000 | 500 | 16.66667 | 1 |
Class | DERMASON | 3,000 | 500 | 16.66667 | 1 |
Class | HOROZ | 3,000 | 500 | 16.66667 | 1 |
Class | SEKER | 3,000 | 500 | 16.66667 | 1 |
Class | SIRA | 3,000 | 500 | 16.66667 | 1 |
df %>%
plot_frq(Class)
df2 <- df %>%
mutate(class = case_when(Class ==
str_detect(Class, 'BOMBAY') ~ 'bom',
str_detect(Class, 'CALI') ~ 'cal',
str_detect(Class, 'DERMASON') ~ 'der',
str_detect(Class, 'HOROZ') ~ 'hor',
str_detect(Class, 'SEKER') ~ 'sek',
str_detect(Class, 'SIRA') ~ 'sir')) %>% dplyr::select(-c(X, Class))Diagnosing outliers with diagnose_outlier()
diagnose_outlier(df1)plot_outlier(df1)
df1 %>% group_by(Class) %>% identify_outliers(Area)df1 %>% group_by(Class) %>% identify_outliers(Perimeter)df1 %>% group_by(Class) %>% identify_outliers(MajorAxisLength)df1 %>% group_by(Class) %>% identify_outliers(MinorAxisLength)df1 %>% group_by(Class) %>% identify_outliers(Eccentricity)df1 %>% group_by(Class) %>% identify_outliers(ConvexArea)df1 %>% group_by(Class) %>% identify_outliers(Extent)normality(df1) plot_normality(df1)
EDA of bivariate data
correlate(df1) %>% flextable()var1 | var2 | coef_corr |
|---|---|---|
Perimeter | Area | 0.89638584 |
MajorAxisLength | Area | 0.94861551 |
MinorAxisLength | Area | 0.95155987 |
Eccentricity | Area | 0.19865770 |
ConvexArea | Area | 0.99232468 |
Extent | Area | 0.17952145 |
Area | Perimeter | 0.89638584 |
MajorAxisLength | Perimeter | 0.89027041 |
MinorAxisLength | Perimeter | 0.84970521 |
Eccentricity | Perimeter | 0.27744740 |
ConvexArea | Perimeter | 0.88928450 |
Extent | Perimeter | 0.11847309 |
Area | MajorAxisLength | 0.94861551 |
Perimeter | MajorAxisLength | 0.89027041 |
MinorAxisLength | MajorAxisLength | 0.86989918 |
Eccentricity | MajorAxisLength | 0.41786603 |
ConvexArea | MajorAxisLength | 0.94316003 |
Extent | MajorAxisLength | 0.06869365 |
Area | MinorAxisLength | 0.95155987 |
Perimeter | MinorAxisLength | 0.84970521 |
MajorAxisLength | MinorAxisLength | 0.86989918 |
Eccentricity | MinorAxisLength | 0.04682640 |
ConvexArea | MinorAxisLength | 0.94370904 |
Extent | MinorAxisLength | 0.23332106 |
Area | Eccentricity | 0.19865770 |
Perimeter | Eccentricity | 0.27744740 |
MajorAxisLength | Eccentricity | 0.41786603 |
MinorAxisLength | Eccentricity | 0.04682640 |
ConvexArea | Eccentricity | 0.19981652 |
Extent | Eccentricity | -0.29016035 |
Area | ConvexArea | 0.99232468 |
Perimeter | ConvexArea | 0.88928450 |
MajorAxisLength | ConvexArea | 0.94316003 |
MinorAxisLength | ConvexArea | 0.94370904 |
Eccentricity | ConvexArea | 0.19981652 |
Extent | ConvexArea | 0.17651682 |
Area | Extent | 0.17952145 |
Perimeter | Extent | 0.11847309 |
MajorAxisLength | Extent | 0.06869365 |
MinorAxisLength | Extent | 0.23332106 |
Eccentricity | Extent | -0.29016035 |
ConvexArea | Extent | 0.17651682 |
df1 %>%
correlate() %>%
plot()
library(sjPlot)
sjp.corr(df1[, -8], show.legend = TRUE)+
theme(axis.text.x=element_text(angle=90,
hjust=0.95,vjust=0.2))+
labs(fill="Correlation coefficient")## Warning: 'sjp.corr' is deprecated. Please use 'correlation::correlation()' and
## its related plot()-method.## Computing correlation using pearson-method with listwise-deletion...## Warning: Removed 28 rows containing missing values (`geom_text()`).
df1 %>%
ggpairs(aes(col = Class, fill = Class, alpha = 0.6),
upper = list(combo = 'box'),
diag = list(discrete = wrap('barDiag', position = 'fill')),
lower = list(combo = 'dot_no_facet')) +
theme(axis.text.x = element_text(angle = 90, hjust = 1))
p <- df1 %>%
ggpairs(aes(col = Class, fill = Class, alpha = 0.6),
upper = list(combo = 'box'),
diag = list(discrete = wrap('barDiag', position = 'fill')),
lower = list(combo = 'dot_no_facet')) +
theme(axis.text.x = element_text(angle = 90, hjust = 1))
plots = list()
for (i in 1:4){
plots <- c(plots, lapply(2:p$ncol, function(j) getPlot(p, i = i, j = j)))
}
ggmatrix(plots,
nrow = 8,
ncol=p$ncol-1,
xAxisLabels = p$xAxisLabels[2:p$ncol],
yAxisLabels = p$yAxisLabels,
title="Nice plot with only the panels I care about")
EDA based on target variable
categ <- target_by(df1, Class) #set the target variable as class#show the relationship between class and area
cat_area <- relate(categ, Area)
cat_areasummary(cat_area)## described_variables Class n na mean
## Length:7 BOMBAY :1 Min. : 500.0 Min. :0 Min. : 31990
## Class :character CALI :1 1st Qu.: 500.0 1st Qu.:0 1st Qu.: 42291
## Mode :character DERMASON:1 Median : 500.0 Median :0 Median : 53701
## HOROZ :1 Mean : 857.1 Mean :0 Mean : 69875
## SEKER :1 3rd Qu.: 500.0 3rd Qu.:0 3rd Qu.: 72745
## SIRA :1 Max. :3000.0 Max. :0 Max. :173361
## total :1
## sd se_mean IQR skewness
## Min. : 4750 Min. : 212.4 Min. : 6349 Min. :-0.07223
## 1st Qu.: 4862 1st Qu.: 217.4 1st Qu.: 6803 1st Qu.: 0.08913
## Median : 7534 Median : 336.9 Median : 9693 Median : 0.44737
## Mean :14952 Mean : 481.2 Mean :15513 Mean : 0.47492
## 3rd Qu.:16538 3rd Qu.: 666.5 3rd Qu.:21536 3rd Qu.: 0.58011
## Max. :49579 Max. :1051.4 Max. :35872 Max. : 1.61079
##
## kurtosis p00 p01 p05
## Min. :-0.72702 Min. : 20645 Min. : 21906 Min. : 24233
## 1st Qu.:-0.02822 1st Qu.: 24769 1st Qu.: 28031 1st Qu.: 30932
## Median : 0.14298 Median : 30828 Median : 34534 Median : 36795
## Mean : 0.30681 Mean : 41903 Mean : 47899 Mean : 51959
## 3rd Qu.: 0.71957 3rd Qu.: 39220 3rd Qu.: 45996 3rd Qu.: 51101
## Max. : 1.34902 Max. :113873 Max. :130800 Max. :138624
##
## p10 p20 p25 p30
## Min. : 25671 Min. : 27298 Min. : 28510 Min. : 29061
## 1st Qu.: 33468 1st Qu.: 36343 1st Qu.: 37531 1st Qu.: 38755
## Median : 38783 Median : 40795 Median : 41592 Median : 42226
## Mean : 54865 Mean : 58468 Mean : 59932 Mean : 61261
## 3rd Qu.: 54458 3rd Qu.: 57675 3rd Qu.: 59062 3rd Qu.: 60134
## Max. :143753 Max. :153150 Max. :156236 Max. :159760
##
## p40 p50 p60 p70
## Min. : 30344 Min. : 31826 Min. : 33265 Min. : 34938
## 1st Qu.: 40944 1st Qu.: 42027 1st Qu.: 43152 1st Qu.: 44393
## Median : 44271 Median : 48715 Median : 55875 Median : 57552
## Mean : 63846 Mean : 66394 Mean : 69404 Mean : 73399
## 3rd Qu.: 62279 3rd Qu.: 64321 3rd Qu.: 66566 3rd Qu.: 74152
## Max. :165865 Max. :171519 Max. :177253 Max. :184214
##
## p75 p80 p90 p95
## Min. : 35692 Min. : 36514 Min. : 38769 Min. : 40247
## 1st Qu.: 45304 1st Qu.: 46124 1st Qu.: 48431 1st Qu.: 50361
## Median : 58672 Median : 59716 Median : 63044 Median : 65623
## Mean : 75445 Mean : 78059 Mean : 93717 Mean : 99506
## 3rd Qu.: 77980 3rd Qu.: 83049 3rd Qu.:126707 3rd Qu.:137899
## Max. :187182 Max. :191841 Max. :203934 Max. :214153
##
## p99 p100
## Min. : 42475 Min. : 44297
## 1st Qu.: 54990 1st Qu.: 59526
## Median : 70998 Median : 74771
## Mean :110215 Mean :122414
## 3rd Qu.:157288 3rd Qu.:183731
## Max. :233472 Max. :251320
## plot(cat_area)
#show the relationship between class and perimeter
cat_peri <- relate(categ, Perimeter)
cat_perisummary(cat_peri)## described_variables Class n na mean
## Length:7 BOMBAY :1 Min. : 500.0 Min. :0 Min. : 724.2
## Class :character CALI :1 1st Qu.: 500.0 1st Qu.:0 1st Qu.: 811.9
## Mode :character DERMASON:1 Median : 500.0 Median :0 Median : 976.2
## HOROZ :1 Mean : 857.1 Mean :0 Mean :1012.2
## SEKER :1 3rd Qu.: 500.0 3rd Qu.:0 3rd Qu.:1060.3
## SIRA :1 Max. :3000.0 Max. :0 Max. :1640.9
## total :1
## sd se_mean IQR skewness
## Min. :151.4 Min. :6.349 Min. :232.8 Min. :-0.06158
## 1st Qu.:155.2 1st Qu.:6.847 1st Qu.:247.7 1st Qu.: 0.01900
## Median :158.0 Median :6.953 Median :261.5 Median : 0.06337
## Mean :186.9 Mean :7.045 Mean :276.0 Mean : 0.16118
## 3rd Qu.:170.5 3rd Qu.:7.157 3rd Qu.:266.3 3rd Qu.: 0.09684
## Max. :347.7 Max. :8.002 Max. :409.6 Max. : 0.89476
##
## kurtosis p00 p01 p05
## Min. :-1.0756 Min. : 384.2 Min. : 424.2 Min. : 483.9
## 1st Qu.:-0.9674 1st Qu.: 422.3 1st Qu.: 490.9 1st Qu.: 558.8
## Median :-0.8556 Median : 500.0 Median : 556.4 Median : 606.3
## Mean :-0.6630 Mean : 586.8 Mean : 673.7 Mean : 733.7
## 3rd Qu.:-0.4759 3rd Qu.: 597.4 3rd Qu.: 741.2 3rd Qu.: 789.0
## Max. : 0.1771 Max. :1184.3 Max. :1271.3 Max. :1350.1
##
## p10 p20 p25 p30
## Min. : 518.2 Min. : 581.6 Min. : 609.6 Min. : 629.1
## 1st Qu.: 603.8 1st Qu.: 654.6 1st Qu.: 679.5 1st Qu.: 705.7
## Median : 646.6 Median : 721.4 Median : 760.7 Median : 799.6
## Mean : 778.0 Mean : 836.9 Mean : 867.7 Mean : 893.2
## 3rd Qu.: 832.0 3rd Qu.: 883.8 3rd Qu.: 914.3 3rd Qu.: 936.2
## Max. :1409.4 Max. :1478.7 Max. :1516.2 Max. :1539.9
##
## p40 p50 p60 p70
## Min. : 676.6 Min. : 723.7 Min. : 768.0 Min. : 820.2
## 1st Qu.: 753.4 1st Qu.: 809.7 1st Qu.: 864.2 1st Qu.: 911.9
## Median : 868.2 Median : 941.9 Median :1009.9 Median :1084.2
## Mean : 946.2 Mean :1003.1 Mean :1055.3 Mean :1109.3
## 3rd Qu.: 992.3 3rd Qu.:1046.6 3rd Qu.:1095.2 3rd Qu.:1153.9
## Max. :1587.5 Max. :1643.2 Max. :1690.8 Max. :1729.5
##
## p75 p80 p90 p95
## Min. : 842.4 Min. : 866.6 Min. : 937.8 Min. : 969.8
## 1st Qu.: 944.7 1st Qu.: 968.0 1st Qu.:1017.1 1st Qu.:1060.5
## Median :1107.9 Median :1130.3 Median :1176.8 Median :1219.9
## Mean :1143.7 Mean :1179.6 Mean :1275.5 Mean :1334.4
## 3rd Qu.:1203.9 3rd Qu.:1263.7 3rd Qu.:1455.0 3rd Qu.:1549.4
## Max. :1758.5 Max. :1797.3 Max. :1869.7 Max. :1931.3
##
## p99 p100
## Min. :1014 Min. :1048
## 1st Qu.:1110 1st Qu.:1186
## Median :1280 Median :1332
## Mean :1425 Mean :1520
## 3rd Qu.:1694 3rd Qu.:1863
## Max. :2074 Max. :2164
## plot(cat_peri)
#show the relationship between class and majoraxislength
cat_majaxle <- relate(categ, MajorAxisLength)
cat_majaxlesummary(cat_majaxle)## described_variables Class n na mean
## Length:7 BOMBAY :1 Min. : 500.0 Min. :0 Min. :246.5
## Class :character CALI :1 1st Qu.: 500.0 1st Qu.:0 1st Qu.:275.3
## Mode :character DERMASON:1 Median : 500.0 Median :0 Median :362.0
## HOROZ :1 Mean : 857.1 Mean :0 Mean :362.0
## SEKER :1 3rd Qu.: 500.0 3rd Qu.:0 3rd Qu.:391.3
## SIRA :1 Max. :3000.0 Max. :0 Max. :592.7
## total :1
## sd se_mean IQR skewness
## Min. : 26.40 Min. :1.180 Min. : 37.34 Min. :-0.38105
## 1st Qu.: 27.56 1st Qu.:1.232 1st Qu.: 38.79 1st Qu.: 0.00565
## Median : 34.47 Median :1.542 Median : 42.67 Median : 0.03556
## Mean : 47.47 Mean :1.652 Mean : 62.60 Mean : 0.16641
## 3rd Qu.: 45.88 3rd Qu.:1.928 3rd Qu.: 63.18 3rd Qu.: 0.27462
## Max. :124.52 Max. :2.521 Max. :154.23 Max. : 0.94985
##
## kurtosis p00 p01 p05
## Min. :-0.37063 Min. :161.5 Min. :190.3 Min. :205.6
## 1st Qu.:-0.24531 1st Qu.:175.3 1st Qu.:198.8 1st Qu.:215.3
## Median : 0.04600 Median :223.7 Median :240.8 Median :253.6
## Mean : 0.05026 Mean :243.2 Mean :271.4 Mean :293.6
## 3rd Qu.: 0.29168 3rd Qu.:267.0 3rd Qu.:301.5 3rd Qu.:332.5
## Max. : 0.58372 Max. :432.4 Max. :467.8 Max. :500.1
##
## p10 p20 p25 p30
## Min. :212.1 Min. :223.8 Min. :227.0 Min. :232.4
## 1st Qu.:224.8 1st Qu.:240.2 1st Qu.:246.7 1st Qu.:252.9
## Median :262.1 Median :274.4 Median :280.3 Median :285.4
## Mean :305.2 Mean :321.4 Mean :327.6 Mean :333.5
## 3rd Qu.:346.9 3rd Qu.:364.0 3rd Qu.:370.1 3rd Qu.:374.2
## Max. :518.7 Max. :543.5 Max. :552.1 Max. :562.7
##
## p40 p50 p60 p70
## Min. :238.5 Min. :247.0 Min. :254.5 Min. :260.9
## 1st Qu.:267.6 1st Qu.:274.5 1st Qu.:281.9 1st Qu.:290.1
## Median :296.3 Median :332.9 Median :372.2 Median :392.6
## Mean :344.8 Mean :358.2 Mean :370.9 Mean :383.1
## 3rd Qu.:383.1 3rd Qu.:392.7 3rd Qu.:400.1 3rd Qu.:413.7
## Max. :577.4 Max. :592.6 Max. :605.3 Max. :620.4
##
## p75 p80 p90 p95
## Min. :264.6 Min. :268.5 Min. :282.8 Min. :289.5
## 1st Qu.:294.2 1st Qu.:298.0 1st Qu.:310.2 1st Qu.:321.8
## Median :397.9 Median :404.0 Median :416.2 Median :426.4
## Mean :390.2 Mean :398.0 Mean :430.6 Mean :448.8
## 3rd Qu.:424.2 3rd Qu.:437.5 3rd Qu.:516.4 3rd Qu.:545.1
## Max. :631.9 Max. :642.1 Max. :662.2 Max. :691.9
##
## p99 p100
## Min. :305.9 Min. :310.5
## 1st Qu.:343.6 1st Qu.:376.7
## Median :441.7 Median :481.2
## Mean :475.9 Mean :506.5
## 3rd Qu.:585.8 3rd Qu.:629.7
## Max. :725.1 Max. :741.0
## plot(cat_majaxle)
#show the relationship between class and minoraxislength
cat_minaxlen <- relate(categ, MinorAxisLength)
cat_minaxlensummary(cat_minaxlen)## described_variables Class n na mean
## Length:7 BOMBAY :1 Min. : 500.0 Min. :0 Min. :165.9
## Class :character CALI :1 1st Qu.: 500.0 1st Qu.:0 1st Qu.:188.0
## Mode :character DERMASON:1 Median : 500.0 Median :0 Median :199.6
## HOROZ :1 Mean : 857.1 Mean :0 Mean :225.2
## SEKER :1 3rd Qu.: 500.0 3rd Qu.:0 3rd Qu.:230.5
## SIRA :1 Max. :3000.0 Max. :0 Max. :373.9
## total :1
## sd se_mean IQR skewness
## Min. :20.05 Min. :0.8964 Min. :29.19 Min. :-0.02052
## 1st Qu.:20.92 1st Qu.:0.9357 1st Qu.:30.95 1st Qu.: 0.08623
## Median :22.17 Median :0.9914 Median :32.15 Median : 0.15600
## Mean :29.79 Mean :1.0547 Mean :36.25 Mean : 0.31704
## 3rd Qu.:25.54 3rd Qu.:1.1423 3rd Qu.:35.55 3rd Qu.: 0.29199
## Max. :73.35 Max. :1.3392 Max. :59.45 Max. : 1.32737
##
## kurtosis p00 p01 p05
## Min. :-0.78141 Min. :106.0 Min. :119.1 Min. :130.4
## 1st Qu.:-0.57265 1st Qu.:120.5 1st Qu.:137.3 1st Qu.:149.4
## Median :-0.37675 Median :144.2 Median :148.1 Median :159.6
## Mean :-0.24331 Mean :160.2 Mean :171.9 Mean :184.1
## 3rd Qu.:-0.05804 3rd Qu.:164.3 3rd Qu.:173.7 3rd Qu.:184.7
## Max. : 0.71640 Max. :301.6 Max. :314.2 Max. :330.7
##
## p10 p20 p25 p30
## Min. :136.3 Min. :145.6 Min. :149.1 Min. :153.0
## 1st Qu.:158.6 1st Qu.:168.9 1st Qu.:172.8 1st Qu.:175.4
## Median :165.7 Median :172.3 Median :177.6 Median :182.6
## Mean :191.1 Mean :200.6 Mean :204.2 Mean :207.6
## 3rd Qu.:189.6 3rd Qu.:199.4 3rd Qu.:201.8 3rd Qu.:204.5
## Max. :339.0 Max. :349.9 Max. :353.9 Max. :357.7
##
## p40 p50 p60 p70
## Min. :159.4 Min. :164.9 Min. :172.2 Min. :179.3
## 1st Qu.:181.9 1st Qu.:187.4 1st Qu.:193.9 1st Qu.:200.1
## Median :191.4 Median :199.9 Median :205.9 Median :211.9
## Mean :214.3 Mean :221.3 Mean :228.4 Mean :236.2
## 3rd Qu.:211.0 3rd Qu.:218.8 3rd Qu.:226.8 3rd Qu.:237.3
## Max. :363.8 Max. :371.6 Max. :379.4 Max. :387.4
##
## p75 p80 p90 p95
## Min. :182.2 Min. :185.8 Min. :196.4 Min. :204.0
## 1st Qu.:203.1 1st Qu.:207.0 1st Qu.:215.0 1st Qu.:221.6
## Median :214.6 Median :218.1 Median :225.2 Median :233.9
## Mean :240.5 Mean :246.6 Mean :270.1 Mean :281.4
## 3rd Qu.:244.4 3rd Qu.:255.1 3rd Qu.:313.8 3rd Qu.:331.2
## Max. :391.8 Max. :398.0 Max. :411.5 Max. :426.6
##
## p99 p100
## Min. :214.1 Min. :221.5
## 1st Qu.:232.4 1st Qu.:241.9
## Median :247.0 Median :251.2
## Mean :297.3 Mean :315.8
## 3rd Qu.:354.9 3rd Qu.:390.5
## Max. :445.6 Max. :473.4
## plot(cat_minaxlen)
#show the relationship between class and Eccentricity
cat_eccen <- relate(categ, Eccentricity)
cat_eccensummary(cat_eccen)## described_variables Class n na mean
## Length:7 BOMBAY :1 Min. : 500.0 Min. :0 Min. :0.5846
## Class :character CALI :1 1st Qu.: 500.0 1st Qu.:0 1st Qu.:0.7465
## Mode :character DERMASON:1 Median : 500.0 Median :0 Median :0.7659
## HOROZ :1 Mean : 857.1 Mean :0 Mean :0.7560
## SEKER :1 3rd Qu.: 500.0 3rd Qu.:0 3rd Qu.:0.7901
## SIRA :1 Max. :3000.0 Max. :0 Max. :0.8683
## total :1
## sd se_mean IQR skewness
## Min. :0.03733 Min. :0.001670 Min. :0.05060 Min. :-1.0037
## 1st Qu.:0.04127 1st Qu.:0.001806 1st Qu.:0.05859 1st Qu.:-0.4585
## Median :0.04803 Median :0.001934 Median :0.06317 Median :-0.3827
## Mean :0.05708 Mean :0.002169 Mean :0.07262 Mean :-0.4351
## 3rd Qu.:0.06505 3rd Qu.:0.002188 3rd Qu.:0.08264 3rd Qu.:-0.3141
## Max. :0.10157 Max. :0.003591 Max. :0.11209 Max. :-0.1143
##
## kurtosis p00 p01 p05
## Min. :-0.1118 Min. :0.3006 Min. :0.3519 Min. :0.4508
## 1st Qu.: 0.3299 1st Qu.:0.4239 1st Qu.:0.5427 1st Qu.:0.6005
## Median : 0.7010 Median :0.5495 Median :0.6382 Median :0.6861
## Mean : 0.5540 Mean :0.5213 Mean :0.6067 Mean :0.6548
## 3rd Qu.: 0.7632 3rd Qu.:0.6141 3rd Qu.:0.6965 3rd Qu.:0.7223
## Max. : 1.1024 Max. :0.7227 Max. :0.7785 Max. :0.8016
##
## p10 p20 p25 p30
## Min. :0.4862 Min. :0.5243 Min. :0.5392 Min. :0.5489
## 1st Qu.:0.6393 1st Qu.:0.6962 1st Qu.:0.7101 1st Qu.:0.7223
## Median :0.7010 Median :0.7280 Median :0.7365 Median :0.7431
## Mean :0.6799 Mean :0.7136 Mean :0.7236 Mean :0.7317
## 3rd Qu.:0.7372 3rd Qu.:0.7553 3rd Qu.:0.7619 3rd Qu.:0.7678
## Max. :0.8194 Max. :0.8402 Max. :0.8453 Max. :0.8495
##
## p40 p50 p60 p70
## Min. :0.5669 Min. :0.5873 Min. :0.6056 Min. :0.6260
## 1st Qu.:0.7393 1st Qu.:0.7524 1st Qu.:0.7642 1st Qu.:0.7755
## Median :0.7544 Median :0.7675 Median :0.7797 Median :0.7930
## Mean :0.7454 Mean :0.7593 Mean :0.7733 Mean :0.7871
## 3rd Qu.:0.7793 3rd Qu.:0.7928 3rd Qu.:0.8084 3rd Qu.:0.8252
## Max. :0.8592 Max. :0.8697 Max. :0.8823 Max. :0.8895
##
## p75 p80 p90 p95
## Min. :0.6378 Min. :0.6492 Min. :0.6788 Min. :0.7166
## 1st Qu.:0.7838 1st Qu.:0.7902 1st Qu.:0.8056 1st Qu.:0.8250
## Median :0.8031 Median :0.8117 Median :0.8318 Median :0.8441
## Mean :0.7962 Mean :0.8046 Mean :0.8243 Mean :0.8429
## 3rd Qu.:0.8345 3rd Qu.:0.8441 3rd Qu.:0.8660 3rd Qu.:0.8828
## Max. :0.8959 Max. :0.9026 Max. :0.9167 Max. :0.9237
##
## p99 p100
## Min. :0.7697 Min. :0.8109
## 1st Qu.:0.8493 1st Qu.:0.8676
## Median :0.8634 Median :0.8817
## Mean :0.8685 Mean :0.8880
## 3rd Qu.:0.9061 3rd Qu.:0.9217
## Max. :0.9353 Max. :0.9449
## plot(cat_eccen)
#show the relationship between class and Convexarea
cat_conarea <- relate(categ, ConvexArea)
cat_conareasummary(cat_conarea)## described_variables Class n na mean
## Length:7 BOMBAY :1 Min. : 500.0 Min. :0 Min. : 32661
## Class :character CALI :1 1st Qu.: 500.0 1st Qu.:0 1st Qu.: 42954
## Mode :character DERMASON:1 Median : 500.0 Median :0 Median : 54887
## HOROZ :1 Mean : 857.1 Mean :0 Mean : 70944
## SEKER :1 3rd Qu.: 500.0 3rd Qu.:0 3rd Qu.: 73959
## SIRA :1 Max. :3000.0 Max. :0 Max. :175236
## total :1
## sd se_mean IQR skewness
## Min. : 7597 Min. : 339.8 Min. : 7469 Min. :0.008478
## 1st Qu.: 7924 1st Qu.: 354.4 1st Qu.: 8842 1st Qu.:0.122382
## Median : 9738 Median : 435.5 Median :12336 Median :0.300067
## Mean :17062 Mean : 572.6 Mean :17458 Mean :0.411019
## 3rd Qu.:17936 3rd Qu.: 711.9 3rd Qu.:23615 3rd Qu.:0.375841
## Max. :50382 Max. :1100.3 Max. :37484 Max. :1.572144
##
## kurtosis p00 p01 p05
## Min. :0.1369 Min. : 8912 Min. : 13453 Min. : 19639
## 1st Qu.:0.3242 1st Qu.: 13385 1st Qu.: 19743 1st Qu.: 26900
## Median :0.5883 Median : 22825 Median : 26568 Median : 31979
## Mean :0.7013 Mean : 34497 Mean : 41878 Mean : 48742
## 3rd Qu.:1.1147 3rd Qu.: 35487 3rd Qu.: 43006 3rd Qu.: 48750
## Max. :1.3058 Max. :112002 Max. :127628 Max. :138278
##
## p10 p20 p25 p30
## Min. : 23390 Min. : 26267 Min. : 27457 Min. : 28664
## 1st Qu.: 32295 1st Qu.: 36405 1st Qu.: 37757 1st Qu.: 39175
## Median : 37082 Median : 40318 Median : 41540 Median : 42449
## Mean : 53627 Mean : 58471 Mean : 60029 Mean : 61677
## 3rd Qu.: 52807 3rd Qu.: 57777 3rd Qu.: 59020 3rd Qu.: 60667
## Max. :144712 Max. :154349 Max. :157650 Max. :160942
##
## p40 p50 p60 p70
## Min. : 30215 Min. : 31959 Min. : 34038 Min. : 36086
## 1st Qu.: 41265 1st Qu.: 42476 1st Qu.: 44020 1st Qu.: 45584
## Median : 45517 Median : 50808 Median : 57174 Median : 59350
## Mean : 64776 Mean : 67456 Mean : 70922 Mean : 75119
## 3rd Qu.: 63328 3rd Qu.: 65537 3rd Qu.: 68245 3rd Qu.: 75930
## Max. :168512 Max. :173402 Max. :180711 Max. :187372
##
## p75 p80 p90 p95
## Min. : 37101 Min. : 38650 Min. : 42429 Min. : 48665
## 1st Qu.: 46732 1st Qu.: 48057 1st Qu.: 52409 1st Qu.: 57405
## Median : 60715 Median : 62158 Median : 67034 Median : 71243
## Mean : 77486 Mean : 80615 Mean : 97244 Mean :105184
## 3rd Qu.: 80613 3rd Qu.: 86200 3rd Qu.:130007 3rd Qu.:142469
## Max. :189898 Max. :194979 Max. :206413 Max. :216636
##
## p99 p100
## Min. : 54561 Min. : 56174
## 1st Qu.: 62354 1st Qu.: 69810
## Median : 78058 Median : 82462
## Mean :116743 Mean :130814
## 3rd Qu.:159254 3rd Qu.:188738
## Max. :241372 Max. :259965
## plot(cat_conarea)
#show the relationship between class and Extent
cat_ext <- relate(categ, Extent)
cat_extsummary(cat_ext)## described_variables Class n na mean
## Length:7 BOMBAY :1 Min. : 500.0 Min. :0 Min. :0.7035
## Class :character CALI :1 1st Qu.: 500.0 1st Qu.:0 1st Qu.:0.7517
## Mode :character DERMASON:1 Median : 500.0 Median :0 Median :0.7542
## HOROZ :1 Mean : 857.1 Mean :0 Mean :0.7528
## SEKER :1 3rd Qu.: 500.0 3rd Qu.:0 3rd Qu.:0.7658
## SIRA :1 Max. :3000.0 Max. :0 Max. :0.7767
## total :1
## sd se_mean IQR skewness
## Min. :0.02017 Min. :0.000902 Min. :0.02513 Min. :-1.03661
## 1st Qu.:0.03818 1st Qu.:0.001314 1st Qu.:0.05560 1st Qu.:-0.86627
## Median :0.04151 Median :0.001742 Median :0.06141 Median :-0.60686
## Mean :0.04474 Mean :0.001803 Mean :0.06984 Mean :-0.52605
## 3rd Qu.:0.04937 3rd Qu.:0.001966 3rd Qu.:0.07442 3rd Qu.:-0.20125
## Max. :0.07638 Max. :0.003416 Max. :0.14231 Max. : 0.09619
##
## kurtosis p00 p01 p05
## Min. :-1.340844 Min. :0.5710 Min. :0.5795 Min. :0.5969
## 1st Qu.:-0.994196 1st Qu.:0.5931 1st Qu.:0.6270 1st Qu.:0.6583
## Median :-0.286662 Median :0.6271 Median :0.6590 Median :0.6812
## Mean :-0.005368 Mean :0.6223 Mean :0.6484 Mean :0.6760
## 3rd Qu.: 0.814156 3rd Qu.:0.6521 3rd Qu.:0.6676 3rd Qu.:0.7002
## Max. : 1.950006 Max. :0.6676 Max. :0.7110 Max. :0.7370
##
## p10 p20 p25 p30
## Min. :0.6053 Min. :0.6227 Min. :0.6344 Min. :0.6422
## 1st Qu.:0.6844 1st Qu.:0.7072 1st Qu.:0.7166 1st Qu.:0.7235
## Median :0.7031 Median :0.7185 Median :0.7244 Median :0.7354
## Mean :0.6931 Mean :0.7109 Mean :0.7201 Mean :0.7277
## 3rd Qu.:0.7146 3rd Qu.:0.7328 3rd Qu.:0.7447 3rd Qu.:0.7528
## Max. :0.7455 Max. :0.7551 Max. :0.7592 Max. :0.7639
##
## p40 p50 p60 p70
## Min. :0.6712 Min. :0.7006 Min. :0.7277 Min. :0.7628
## 1st Qu.:0.7400 1st Qu.:0.7551 1st Qu.:0.7717 1st Qu.:0.7817
## Median :0.7523 Median :0.7660 Median :0.7762 Median :0.7856
## Mean :0.7433 Mean :0.7573 Mean :0.7705 Mean :0.7839
## 3rd Qu.:0.7632 3rd Qu.:0.7703 3rd Qu.:0.7775 3rd Qu.:0.7874
## Max. :0.7733 Max. :0.7837 Max. :0.7914 Max. :0.8009
##
## p75 p80 p90 p95
## Min. :0.7767 Min. :0.7874 Min. :0.7937 Min. :0.8004
## 1st Qu.:0.7850 1st Qu.:0.7887 1st Qu.:0.8040 1st Qu.:0.8117
## Median :0.7903 Median :0.7955 Median :0.8082 Median :0.8161
## Mean :0.7900 Mean :0.7952 Mean :0.8067 Mean :0.8146
## 3rd Qu.:0.7933 3rd Qu.:0.7979 3rd Qu.:0.8089 3rd Qu.:0.8176
## Max. :0.8063 Max. :0.8101 Max. :0.8194 Max. :0.8272
##
## p99 p100
## Min. :0.8092 Min. :0.8183
## 1st Qu.:0.8230 1st Qu.:0.8419
## Median :0.8258 Median :0.8428
## Mean :0.8269 Mean :0.8418
## 3rd Qu.:0.8325 3rd Qu.:0.8487
## Max. :0.8423 Max. :0.8502
## plot(cat_ext)
Feature selection
library(Boruta)
boruta <- Boruta(Class~., data = df1, doTrace = 2) #using boruta## 1. run of importance source...## 2. run of importance source...## 3. run of importance source...## 4. run of importance source...## 5. run of importance source...## 6. run of importance source...## 7. run of importance source...## 8. run of importance source...## 9. run of importance source...## 10. run of importance source...## After 10 iterations, +8.5 secs:## confirmed 7 attributes: Area, ConvexArea, Eccentricity, Extent, MajorAxisLength and 2 more;## no more attributes left.print(boruta)## Boruta performed 10 iterations in 8.51482 secs.
## 7 attributes confirmed important: Area, ConvexArea, Eccentricity,
## Extent, MajorAxisLength and 2 more;
## No attributes deemed unimportant.plot(boruta)
feature selection using rfe
library(caret)
library(randomForest)## randomForest 4.7-1.1## Type rfNews() to see new features/changes/bug fixes.##
## Attaching package: 'randomForest'## The following object is masked from 'package:dplyr':
##
## combine## The following object is masked from 'package:ggplot2':
##
## marginset.seed(456)
control <- rfeControl(functions=rfFuncs, method="cv", number=10)
rfe <- rfe(df1[,1:7], df1[,8], rfeControl=control)
print(rfe, top=3)##
## Recursive feature selection
##
## Outer resampling method: Cross-Validated (10 fold)
##
## Resampling performance over subset size:
##
## Variables Accuracy Kappa AccuracySD KappaSD Selected
## 4 0.895 0.8740 0.02020 0.02424
## 7 0.901 0.8812 0.01982 0.02378 *
##
## The top 3 variables (out of 7):
## Eccentricity, Area, MajorAxisLengthplot(rfe, type=c("g", "o"), cex = 1.0)
predictors(rfe)## [1] "Eccentricity" "Area" "MajorAxisLength" "MinorAxisLength"
## [5] "ConvexArea" "Extent" "Perimeter"head(rfe$resample, 10)library("scatterplot3d") # load# Basic 3d graphics
colors <- c("#999999", "#E69F00", "#56B4E9", "#009999", "#0000FF", "#2166AC")
colors <- colors[as.numeric(df1$Class)]
s3d <- scatterplot3d(df1[,c(1,3,5)], pch = 16, color=colors)
legend("right", legend = levels(df1$Class),
col = c("#999999", "#E69F00", "#56B4E9", "#009999", "#0000FF", "#2166AC"), pch = 16)
Modeling
Data Splitting
set.seed(123)
training.samples <- df1$Class %>% createDataPartition(p = 0.75, list = FALSE) #split the data into 75% training and 25% #test set
train.data <- df1[training.samples, ] # training data
test.data <- df1[-training.samples, ] # test datahead(test.data)table(test.data$Class)##
## BOMBAY CALI DERMASON HOROZ SEKER SIRA
## 125 125 125 125 125 125Computing multinomial logistic regression
#fit multinomial logistic regression
model1 <- nnet::multinom(Class ~., data = train.data)## # weights: 54 (40 variable)
## initial value 4031.458806
## iter 10 value 3396.034761
## iter 20 value 2712.632350
## iter 30 value 1355.529494
## iter 40 value 759.382944
## iter 50 value 645.901367
## iter 60 value 604.510285
## iter 70 value 596.297003
## iter 80 value 592.057175
## iter 90 value 589.947728
## iter 100 value 584.929918
## final value 584.929918
## stopped after 100 iterations# summarise the model
summary(model1)## Call:
## nnet::multinom(formula = Class ~ ., data = train.data)
##
## Coefficients:
## (Intercept) Area Perimeter MajorAxisLength MinorAxisLength
## CALI -6.34053 -0.0001462777 0.0012556005 -0.01233367 -0.04924037
## DERMASON 51.16660 -0.0011088265 0.0011747182 -0.02644359 -0.04948306
## HOROZ -17.10842 -0.0006071899 0.0024706789 0.03710931 -0.07036944
## SEKER 62.46392 -0.0005452479 0.0004425852 -0.02416746 -0.04154040
## SIRA 26.05490 -0.0005883796 0.0004018860 -0.01433584 -0.04670456
## Eccentricity ConvexArea Extent
## CALI 39.49645 -6.576902e-06 16.751164
## DERMASON 42.04082 -3.005728e-05 4.859629
## HOROZ 82.91291 -5.052867e-05 3.493090
## SEKER -10.20146 -2.509429e-05 6.740071
## SIRA 42.95477 -2.703817e-05 6.433699
##
## Std. Errors:
## (Intercept) Area Perimeter MajorAxisLength MinorAxisLength
## CALI 2.019406e-05 0.0002583935 0.0010853992 0.007038445 0.007228453
## DERMASON 1.022429e-05 0.0002664665 0.0008900619 0.004737969 0.005347767
## HOROZ 1.557158e-05 0.0002616922 0.0008261270 0.004733767 0.005727376
## SEKER 1.588746e-05 0.0002672073 0.0009931003 0.005807656 0.006088680
## SIRA 1.017398e-05 0.0002627741 0.0006422262 0.003248745 0.003671391
## Eccentricity ConvexArea Extent
## CALI 1.260125e-05 0.0002532547 1.726746e-05
## DERMASON 8.522744e-06 0.0002560085 7.423386e-06
## HOROZ 1.279795e-05 0.0002548622 1.027493e-05
## SEKER 9.187354e-06 0.0002566963 1.186260e-05
## SIRA 7.989656e-06 0.0002553361 8.310299e-06
##
## Residual Deviance: 1169.86
## AIC: 1249.86# making predictions
predict1 <- model1 %>% predict(test.data)
head(predict1)## [1] DERMASON CALI SEKER HOROZ HOROZ SEKER
## Levels: BOMBAY CALI DERMASON HOROZ SEKER SIRA#Model accuracy
mean(predict1 == test.data$Class)## [1] 0.8986667Confusion matrix for multinomial logistic regression
confusionMatrix(predict1, test.data$Class, mode = "everything")## Confusion Matrix and Statistics
##
## Reference
## Prediction BOMBAY CALI DERMASON HOROZ SEKER SIRA
## BOMBAY 125 0 0 0 0 0
## CALI 0 121 0 5 1 1
## DERMASON 0 0 103 1 4 9
## HOROZ 0 3 1 110 0 9
## SEKER 0 1 5 0 114 5
## SIRA 0 0 16 9 6 101
##
## Overall Statistics
##
## Accuracy : 0.8987
## 95% CI : (0.8748, 0.9193)
## No Information Rate : 0.1667
## P-Value [Acc > NIR] : < 2.2e-16
##
## Kappa : 0.8784
##
## Mcnemar's Test P-Value : NA
##
## Statistics by Class:
##
## Class: BOMBAY Class: CALI Class: DERMASON Class: HOROZ
## Sensitivity 1.0000 0.9680 0.8240 0.8800
## Specificity 1.0000 0.9888 0.9776 0.9792
## Pos Pred Value 1.0000 0.9453 0.8803 0.8943
## Neg Pred Value 1.0000 0.9936 0.9652 0.9761
## Precision 1.0000 0.9453 0.8803 0.8943
## Recall 1.0000 0.9680 0.8240 0.8800
## F1 1.0000 0.9565 0.8512 0.8871
## Prevalence 0.1667 0.1667 0.1667 0.1667
## Detection Rate 0.1667 0.1613 0.1373 0.1467
## Detection Prevalence 0.1667 0.1707 0.1560 0.1640
## Balanced Accuracy 1.0000 0.9784 0.9008 0.9296
## Class: SEKER Class: SIRA
## Sensitivity 0.9120 0.8080
## Specificity 0.9824 0.9504
## Pos Pred Value 0.9120 0.7652
## Neg Pred Value 0.9824 0.9612
## Precision 0.9120 0.7652
## Recall 0.9120 0.8080
## F1 0.9120 0.7860
## Prevalence 0.1667 0.1667
## Detection Rate 0.1520 0.1347
## Detection Prevalence 0.1667 0.1760
## Balanced Accuracy 0.9472 0.8792Discriminant analysis
# normalize the data
preproc.param <- train.data %>% preProcess(method = c("center", "scale"))
#transform the data using the estimated parameters
train.transformed <- preproc.param %>% predict(train.data)
test.transformed <- preproc.param %>% predict(test.data)library(MASS)##
## Attaching package: 'MASS'## The following object is masked from 'package:rstatix':
##
## select## The following object is masked from 'package:dplyr':
##
## select# fit the model
model2 <- lda (Class ~., data = train.transformed)
# make predictions
predict2 <- model2 %>% predict(test.transformed)
# model accuracy
mean(predict2$class == test.transformed$Class)## [1] 0.864lda.data <- cbind(train.transformed, predict(model2)$x)
ggplot(lda.data, aes(LD1, LD2)) + geom_point(aes(color = Class))
confusion matrix for lda
confusionMatrix(predict2$class,test.transformed$Class, mode = "everything")## Confusion Matrix and Statistics
##
## Reference
## Prediction BOMBAY CALI DERMASON HOROZ SEKER SIRA
## BOMBAY 125 0 0 0 0 0
## CALI 0 117 0 9 1 0
## DERMASON 0 0 98 1 5 23
## HOROZ 0 5 1 108 0 7
## SEKER 0 0 4 0 106 1
## SIRA 0 3 22 7 13 94
##
## Overall Statistics
##
## Accuracy : 0.864
## 95% CI : (0.8374, 0.8877)
## No Information Rate : 0.1667
## P-Value [Acc > NIR] : < 2.2e-16
##
## Kappa : 0.8368
##
## Mcnemar's Test P-Value : NA
##
## Statistics by Class:
##
## Class: BOMBAY Class: CALI Class: DERMASON Class: HOROZ
## Sensitivity 1.0000 0.9360 0.7840 0.8640
## Specificity 1.0000 0.9840 0.9536 0.9792
## Pos Pred Value 1.0000 0.9213 0.7717 0.8926
## Neg Pred Value 1.0000 0.9872 0.9567 0.9730
## Precision 1.0000 0.9213 0.7717 0.8926
## Recall 1.0000 0.9360 0.7840 0.8640
## F1 1.0000 0.9286 0.7778 0.8780
## Prevalence 0.1667 0.1667 0.1667 0.1667
## Detection Rate 0.1667 0.1560 0.1307 0.1440
## Detection Prevalence 0.1667 0.1693 0.1693 0.1613
## Balanced Accuracy 1.0000 0.9600 0.8688 0.9216
## Class: SEKER Class: SIRA
## Sensitivity 0.8480 0.7520
## Specificity 0.9920 0.9280
## Pos Pred Value 0.9550 0.6763
## Neg Pred Value 0.9703 0.9493
## Precision 0.9550 0.6763
## Recall 0.8480 0.7520
## F1 0.8983 0.7121
## Prevalence 0.1667 0.1667
## Detection Rate 0.1413 0.1253
## Detection Prevalence 0.1480 0.1853
## Balanced Accuracy 0.9200 0.8400fit qda
model3 <- qda (Class ~., data = train.transformed)
model3## Call:
## qda(Class ~ ., data = train.transformed)
##
## Prior probabilities of groups:
## BOMBAY CALI DERMASON HOROZ SEKER SIRA
## 0.1666667 0.1666667 0.1666667 0.1666667 0.1666667 0.1666667
##
## Group means:
## Area Perimeter MajorAxisLength MinorAxisLength Eccentricity
## BOMBAY 2.0922627 1.81492607 1.86635872 2.0299749 0.12240877
## CALI 0.1041904 0.25493643 0.36094302 0.1330996 0.56050320
## DERMASON -0.7617472 -0.84135507 -0.92631477 -0.8080526 -0.18064536
## HOROZ -0.3287401 -0.09710248 0.08122114 -0.5572548 1.09729120
## SEKER -0.6030390 -0.65615980 -0.89009650 -0.3445579 -1.69649152
## SIRA -0.5029268 -0.47524514 -0.49211162 -0.4532093 0.09693371
## ConvexArea Extent
## BOMBAY 2.0757014 0.42589898
## CALI 0.1067249 0.19774670
## DERMASON -0.7570368 0.04505700
## HOROZ -0.3244173 -0.97511834
## SEKER -0.5998494 0.34486105
## SIRA -0.5011228 -0.03844539# make predictions
predict3 <- model3 %>% predict(test.transformed)
# model accuracy
mean(predict3$class == test.transformed$Class)## [1] 0.9confusion matrix for qda
confusionMatrix(predict3$class, test.transformed$Class, mode = "everything") ## Confusion Matrix and Statistics
##
## Reference
## Prediction BOMBAY CALI DERMASON HOROZ SEKER SIRA
## BOMBAY 125 0 0 0 0 0
## CALI 0 121 0 6 1 1
## DERMASON 0 0 104 1 4 11
## HOROZ 0 3 2 111 0 8
## SEKER 0 1 4 0 114 5
## SIRA 0 0 15 7 6 100
##
## Overall Statistics
##
## Accuracy : 0.9
## 95% CI : (0.8763, 0.9205)
## No Information Rate : 0.1667
## P-Value [Acc > NIR] : < 2.2e-16
##
## Kappa : 0.88
##
## Mcnemar's Test P-Value : NA
##
## Statistics by Class:
##
## Class: BOMBAY Class: CALI Class: DERMASON Class: HOROZ
## Sensitivity 1.0000 0.9680 0.8320 0.8880
## Specificity 1.0000 0.9872 0.9744 0.9792
## Pos Pred Value 1.0000 0.9380 0.8667 0.8952
## Neg Pred Value 1.0000 0.9936 0.9667 0.9776
## Precision 1.0000 0.9380 0.8667 0.8952
## Recall 1.0000 0.9680 0.8320 0.8880
## F1 1.0000 0.9528 0.8490 0.8916
## Prevalence 0.1667 0.1667 0.1667 0.1667
## Detection Rate 0.1667 0.1613 0.1387 0.1480
## Detection Prevalence 0.1667 0.1720 0.1600 0.1653
## Balanced Accuracy 1.0000 0.9776 0.9032 0.9336
## Class: SEKER Class: SIRA
## Sensitivity 0.9120 0.8000
## Specificity 0.9840 0.9552
## Pos Pred Value 0.9194 0.7813
## Neg Pred Value 0.9824 0.9598
## Precision 0.9194 0.7812
## Recall 0.9120 0.8000
## F1 0.9157 0.7905
## Prevalence 0.1667 0.1667
## Detection Rate 0.1520 0.1333
## Detection Prevalence 0.1653 0.1707
## Balanced Accuracy 0.9480 0.8776#fit mda
library(mda)## Loading required package: class## Loaded mda 0.5-3model4 <- mda (Class ~., data = train.transformed)
model4## Call:
## mda(formula = Class ~ ., data = train.transformed)
##
## Dimension: 7
##
## Percent Between-Group Variance Explained:
## v1 v2 v3 v4 v5 v6 v7
## 85.77 94.91 98.52 99.69 99.96 99.99 100.00
##
## Degrees of Freedom (per dimension): 8
##
## Training Misclassification Error: 0.10044 ( N = 2250 )
##
## Deviance: 1282.479# make predictions
predict4 <- model4 %>% predict(test.transformed)
# model accuracy
mean(predict4 == test.transformed$Class)## [1] 0.8813333confusion matrix for mda
confusionMatrix(predict4, test.transformed$Class, mode = "everything")## Confusion Matrix and Statistics
##
## Reference
## Prediction BOMBAY CALI DERMASON HOROZ SEKER SIRA
## BOMBAY 125 0 0 0 0 0
## CALI 0 122 0 7 1 0
## DERMASON 0 0 95 1 3 17
## HOROZ 0 2 0 110 0 7
## SEKER 0 1 9 0 113 5
## SIRA 0 0 21 7 8 96
##
## Overall Statistics
##
## Accuracy : 0.8813
## 95% CI : (0.856, 0.9036)
## No Information Rate : 0.1667
## P-Value [Acc > NIR] : < 2.2e-16
##
## Kappa : 0.8576
##
## Mcnemar's Test P-Value : NA
##
## Statistics by Class:
##
## Class: BOMBAY Class: CALI Class: DERMASON Class: HOROZ
## Sensitivity 1.0000 0.9760 0.7600 0.8800
## Specificity 1.0000 0.9872 0.9664 0.9856
## Pos Pred Value 1.0000 0.9385 0.8190 0.9244
## Neg Pred Value 1.0000 0.9952 0.9527 0.9762
## Precision 1.0000 0.9385 0.8190 0.9244
## Recall 1.0000 0.9760 0.7600 0.8800
## F1 1.0000 0.9569 0.7884 0.9016
## Prevalence 0.1667 0.1667 0.1667 0.1667
## Detection Rate 0.1667 0.1627 0.1267 0.1467
## Detection Prevalence 0.1667 0.1733 0.1547 0.1587
## Balanced Accuracy 1.0000 0.9816 0.8632 0.9328
## Class: SEKER Class: SIRA
## Sensitivity 0.9040 0.7680
## Specificity 0.9760 0.9424
## Pos Pred Value 0.8828 0.7273
## Neg Pred Value 0.9807 0.9531
## Precision 0.8828 0.7273
## Recall 0.9040 0.7680
## F1 0.8933 0.7471
## Prevalence 0.1667 0.1667
## Detection Rate 0.1507 0.1280
## Detection Prevalence 0.1707 0.1760
## Balanced Accuracy 0.9400 0.8552knn
set.seed(123)
model5 <- train(Class ~., data = train.data, method = "knn", trControl = trainControl("cv", number = 10), preProcess = c("center", "scale"), tuneLength =20)
# plot model accuracy vs different values of k
plot(model5)
# print the best tuning parameter k that maximizes model accuracty
model5$bestTune# make predictions on the test data
predict5 <- model5 %>% predict(test.data)
head(predict5, 20)## [1] DERMASON CALI SEKER HOROZ HOROZ SEKER CALI SEKER
## [9] BOMBAY SIRA SIRA DERMASON CALI HOROZ BOMBAY SEKER
## [17] HOROZ BOMBAY HOROZ CALI
## Levels: BOMBAY CALI DERMASON HOROZ SEKER SIRA# compute model accuracy rate
mean(predict5 == test.data$Class)## [1] 0.8613333confusion matrix for knn
confusionMatrix(predict5,test.data$Class, mode = "everything") ## Confusion Matrix and Statistics
##
## Reference
## Prediction BOMBAY CALI DERMASON HOROZ SEKER SIRA
## BOMBAY 125 0 0 0 0 0
## CALI 0 121 0 10 1 1
## DERMASON 0 0 95 1 4 22
## HOROZ 0 3 1 102 0 9
## SEKER 0 1 9 0 114 4
## SIRA 0 0 20 12 6 89
##
## Overall Statistics
##
## Accuracy : 0.8613
## 95% CI : (0.8345, 0.8853)
## No Information Rate : 0.1667
## P-Value [Acc > NIR] : < 2.2e-16
##
## Kappa : 0.8336
##
## Mcnemar's Test P-Value : NA
##
## Statistics by Class:
##
## Class: BOMBAY Class: CALI Class: DERMASON Class: HOROZ
## Sensitivity 1.0000 0.9680 0.7600 0.8160
## Specificity 1.0000 0.9808 0.9568 0.9792
## Pos Pred Value 1.0000 0.9098 0.7787 0.8870
## Neg Pred Value 1.0000 0.9935 0.9522 0.9638
## Precision 1.0000 0.9098 0.7787 0.8870
## Recall 1.0000 0.9680 0.7600 0.8160
## F1 1.0000 0.9380 0.7692 0.8500
## Prevalence 0.1667 0.1667 0.1667 0.1667
## Detection Rate 0.1667 0.1613 0.1267 0.1360
## Detection Prevalence 0.1667 0.1773 0.1627 0.1533
## Balanced Accuracy 1.0000 0.9744 0.8584 0.8976
## Class: SEKER Class: SIRA
## Sensitivity 0.9120 0.7120
## Specificity 0.9776 0.9392
## Pos Pred Value 0.8906 0.7008
## Neg Pred Value 0.9823 0.9422
## Precision 0.8906 0.7008
## Recall 0.9120 0.7120
## F1 0.9012 0.7063
## Prevalence 0.1667 0.1667
## Detection Rate 0.1520 0.1187
## Detection Prevalence 0.1707 0.1693
## Balanced Accuracy 0.9448 0.8256library(klaR)
set.seed(123)
model6 <- train(Class ~., data = train.data, method = "nb", trControl = trainControl("cv", number = 10))## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 1## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
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## observation 184## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 185## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 186## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 187## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 188## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 189## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 190## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 191## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 192## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 193## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 194## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 195## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 196## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 197## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 198## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 199## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 200## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 201## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 202## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 203## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 204## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 205## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 206## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 207## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 208## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 209## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 210## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 211## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 212## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 213## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 214## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 215## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 216## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 217## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 218## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 219## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 220## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 221## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 222## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 223## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 224## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 225## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 226## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 1## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 2## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 3## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 4## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 5## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 6## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 7## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 8## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 9## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 10## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 11## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 12## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 13## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 14## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 15## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 16## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 17## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 18## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 19## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 20## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 21## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 22## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 23## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 24## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 25## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 26## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 27## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 28## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 29## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 30## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 31## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 32## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 33## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 34## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 35## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 36## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 37## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 38## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 39## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 40## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 41## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 42## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 43## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 44## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 45## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 46## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 47## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 48## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 49## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 50## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 51## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 52## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 53## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 54## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 55## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 56## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 57## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 58## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 59## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 60## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 61## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 62## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 63## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 64## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 65## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 66## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 67## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 68## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 69## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 70## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 71## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 72## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 73## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 74## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 75## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 76## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 77## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 78## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 79## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 80## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 81## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 82## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 83## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 84## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 85## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 86## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 87## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 88## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 89## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 90## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 91## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 92## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 93## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 94## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 95## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 96## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 97## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 98## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 99## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 100## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 101## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 102## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 103## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 104## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 105## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 106## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 107## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 108## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 109## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 110## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 111## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 112## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 113## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 114## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 115## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 116## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 117## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 118## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 119## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 120## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 121## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 122## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 123## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 124## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 125## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 126## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 127## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 128## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 129## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 130## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 131## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 132## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 133## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 134## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 135## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 136## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 137## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 138## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 139## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 140## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 141## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 142## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 143## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 144## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 145## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 146## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 147## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 148## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 149## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 150## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 151## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 152## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 153## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 154## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 155## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 156## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 157## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 158## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 159## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 160## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 161## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 162## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 163## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 164## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 165## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 166## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 167## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 168## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 169## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 170## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 171## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 172## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 173## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 174## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 175## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 176## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 177## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 178## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 179## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 180## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 181## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 182## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 183## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 184## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 185## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 186## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 187## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 188## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 189## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 190## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 191## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 192## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 193## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 194## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 195## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 196## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 197## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 198## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 199## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 200## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 201## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 202## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 203## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 204## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 205## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 206## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 207## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 208## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 209## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 210## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 211## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 212## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 213## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 214## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 215## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 216## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 217## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 218## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 219## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 220## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 221## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 222## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 223## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 224## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 225## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 226## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 1## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 2## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 3## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 4## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 5## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 6## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 7## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 8## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 9## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 10## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 11## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 12## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 13## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 14## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 15## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 16## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 17## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 18## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 19## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 20## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 21## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 22## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 23## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 24## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 25## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 26## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 27## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 28## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 29## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 30## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 31## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 32## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 33## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 34## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 35## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 36## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 37## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 38## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 39## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 40## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 41## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 42## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 43## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 44## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 45## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 46## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 47## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 48## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 49## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 50## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 51## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 52## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 53## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 54## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 55## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 56## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 57## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 58## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 59## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 60## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 61## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 62## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 63## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 64## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 65## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 66## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 67## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 68## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 69## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 70## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 71## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 72## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 73## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 74## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 75## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 76## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 77## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 78## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 79## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 80## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 81## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 82## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 83## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 84## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 85## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 86## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 87## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 88## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 89## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 90## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 91## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 92## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 93## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 94## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 95## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 96## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 97## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 98## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 99## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 100## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 101## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 102## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 103## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 104## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 105## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 106## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 107## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 108## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 109## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 110## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 111## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 112## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 113## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 114## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 115## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 116## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 117## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 118## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 119## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 120## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 121## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 122## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 123## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 124## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 125## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 126## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 127## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 128## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 129## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 130## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 131## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 132## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 133## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 134## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 135## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 136## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 137## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 138## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 139## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 140## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 141## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 142## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 143## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 144## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 145## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 146## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 147## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 148## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 149## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 150## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 151## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 152## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 153## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 154## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 155## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 156## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 157## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 158## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 159## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 160## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 161## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 162## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 163## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 164## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 165## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 166## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 167## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 168## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 169## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 170## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 171## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 172## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 173## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 174## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 175## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 176## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 177## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 178## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 179## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 180## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 181## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 182## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 183## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 184## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 185## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 186## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 187## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 188## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 189## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 190## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 191## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 192## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 193## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 194## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 195## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 196## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 197## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 198## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 199## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 200## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 201## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 202## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 203## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 204## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 205## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 206## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 207## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 208## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 209## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 210## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 211## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 212## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 213## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 214## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 215## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 216## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 217## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 218## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 219## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 220## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 221## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 222## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 223## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 224## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 225## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 226## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 227## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 1## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 2## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 3## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 4## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 5## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 6## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 7## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 8## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 9## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 10## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 11## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 12## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 13## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 14## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 15## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 16## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 17## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 18## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 19## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 20## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 21## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 22## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 23## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 24## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 25## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 26## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 27## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 28## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 29## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 30## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 31## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 32## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 33## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 34## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 35## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 36## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 37## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 38## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 39## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 40## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 41## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 42## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 43## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 44## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 45## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 46## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 47## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 48## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 49## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 50## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 51## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 52## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 53## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 54## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 55## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 56## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 57## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 58## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 59## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 60## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 61## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 62## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 63## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 64## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 65## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 66## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 67## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 68## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 69## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 70## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 71## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 72## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 73## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 74## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 75## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 76## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 77## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 78## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 79## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 80## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 81## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 82## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 83## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 84## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 85## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 86## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 87## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 88## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 89## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 90## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 91## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 92## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 93## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 94## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 95## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 96## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 97## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 98## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 99## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 100## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 101## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 102## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 103## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 104## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 105## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 106## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 107## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 108## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 109## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 110## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 111## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 112## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 113## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 114## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 115## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 116## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 117## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 118## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 119## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 120## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 121## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 122## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 123## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 124## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 125## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 126## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 127## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 128## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 129## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 130## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 131## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 132## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 133## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 134## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 135## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 136## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 137## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 138## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 139## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 140## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 141## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 142## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 143## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 144## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 145## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 146## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 147## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 148## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 149## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 150## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 151## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 152## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 153## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 154## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 155## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 156## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 157## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 158## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 159## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 160## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 161## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 162## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 163## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 164## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 165## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 166## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 167## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 168## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 169## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 170## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 171## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 172## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 173## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 174## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 175## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 176## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 177## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 178## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 179## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 180## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 181## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 182## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 183## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 184## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 185## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 186## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 187## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 188## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 189## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 190## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 191## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 192## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 193## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 194## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 195## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 196## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 197## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 198## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 199## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 200## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 201## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 202## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 203## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 204## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 205## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 206## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 207## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 208## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 209## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 210## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 211## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 212## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 213## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 214## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 215## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 216## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 217## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 218## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 219## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 220## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 221## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 222## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 223## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 224## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 225## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 226## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 227## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 1## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 2## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 3## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 4## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 5## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 6## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 7## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 8## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 9## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 10## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 11## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 12## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 13## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 14## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 15## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 16## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 17## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 18## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 19## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 20## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 21## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 22## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 23## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 24## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 25## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 26## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 27## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 28## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 29## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 30## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 31## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 32## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 33## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 34## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 35## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 36## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 37## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 38## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 39## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 40## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 41## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 42## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 43## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 44## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 45## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 46## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 47## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 48## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 49## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 50## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 51## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 52## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 53## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 54## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 55## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 56## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 57## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 58## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 59## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 60## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 61## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 62## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 63## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 64## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 65## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 66## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 67## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 68## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 69## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 70## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 71## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 72## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 73## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 74## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 75## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 76## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 77## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 78## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 79## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 80## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 81## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 82## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 83## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 84## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 85## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 86## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 87## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 88## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 89## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 90## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 91## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 92## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 93## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 94## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 95## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 96## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 97## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 98## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 99## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 100## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 101## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 102## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 103## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 104## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 105## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 106## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 107## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 108## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 109## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 110## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 111## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 112## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 113## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 114## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 115## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 116## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 117## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 118## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 119## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 120## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 121## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 122## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 123## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 124## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 125## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 126## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 127## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 128## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 129## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 130## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 131## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 132## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 133## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 134## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 135## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 136## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 137## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 138## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 139## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 140## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 141## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 142## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 143## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 144## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 145## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 146## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 147## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 148## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 149## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 150## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 151## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 152## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 153## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 154## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 155## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 156## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 157## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 158## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 159## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 160## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 161## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 162## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 163## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 164## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 165## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 166## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 167## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 168## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 169## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 170## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 171## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 172## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 173## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 174## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 175## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 176## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 177## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 178## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 179## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 180## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 181## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 182## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 183## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 184## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 185## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 186## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 187## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 188## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 189## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 190## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 191## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 192## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 193## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 194## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 195## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 196## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 197## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 198## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 199## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 200## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 201## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 202## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 203## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 204## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 205## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 206## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 207## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 208## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 209## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 210## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 211## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 212## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 213## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 214## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 215## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 216## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 217## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 218## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 219## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 220## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 221## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 222## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 223## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 1## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 2## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 3## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 4## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 5## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 6## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 7## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 8## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 9## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 10## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 11## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 12## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 13## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 14## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 15## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 16## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 17## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 18## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 19## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 20## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 21## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 22## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 23## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 24## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 25## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 26## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 27## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 28## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 29## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 30## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 31## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 32## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 33## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 34## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 35## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 36## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 37## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 38## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 39## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 40## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 41## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 42## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 43## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 44## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 45## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 46## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 47## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 48## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 49## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 50## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 51## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 52## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 53## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 54## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 55## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 56## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 57## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 58## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 59## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 60## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 61## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 62## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 63## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 64## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 65## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 66## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 67## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 68## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 69## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 70## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 71## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 72## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 73## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 74## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 75## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 76## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 77## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 78## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 79## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 80## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 81## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 82## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 83## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 84## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 85## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 86## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 87## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 88## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 89## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 90## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 91## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 92## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 93## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 94## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 95## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 96## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 97## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 98## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 99## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 100## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 101## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 102## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 103## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 104## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 105## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 106## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 107## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 108## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 109## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 110## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 111## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 112## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 113## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 114## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 115## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 116## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 117## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 118## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 119## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 120## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 121## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 122## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 123## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 124## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 125## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 126## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 127## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 128## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 129## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 130## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 131## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 132## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 133## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 134## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 135## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 136## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 137## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 138## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 139## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 140## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 141## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 142## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 143## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 144## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 145## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 146## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 147## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 148## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 149## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 150## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 151## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 152## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 153## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 154## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 155## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 156## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 157## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 158## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 159## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 160## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 161## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 162## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 163## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 164## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 165## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 166## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 167## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 168## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 169## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 170## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 171## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 172## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 173## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 174## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 175## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 176## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 177## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 178## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 179## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 180## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 181## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 182## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 183## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 184## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 185## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 186## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 187## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 188## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 189## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 190## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 191## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 192## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 193## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 194## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 195## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 196## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 197## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 198## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 199## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 200## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 201## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 202## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 203## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 204## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 205## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 206## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 207## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 208## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 209## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 210## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 211## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 212## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 213## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 214## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 215## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 216## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 217## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 218## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 219## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 220## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 221## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 222## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 223## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 1## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 2## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 3## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 4## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 5## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 6## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 7## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 8## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 9## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 10## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 11## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 12## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 13## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 14## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 15## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 16## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 17## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 18## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 19## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 20## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 21## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 22## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 23## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 24## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 25## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 26## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 27## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 28## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 29## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 30## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 31## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 32## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 33## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 34## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 35## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 36## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 37## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 38## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 39## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 40## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 41## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 42## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 43## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 44## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 45## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 46## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 47## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 48## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 49## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 50## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 51## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 52## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 53## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 54## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 55## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 56## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 57## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 58## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 59## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 60## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 61## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 62## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 63## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 64## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 65## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 66## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 67## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 68## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 69## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 70## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 71## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 72## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 73## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 74## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 75## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 76## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 77## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 78## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 79## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 80## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 81## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 82## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 83## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 84## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 85## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 86## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 87## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 88## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 89## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 90## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 91## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 92## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 93## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 94## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 95## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 96## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 97## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 98## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 99## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 100## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 101## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 102## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 103## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 104## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 105## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 106## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 107## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 108## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 109## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 110## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 111## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 112## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 113## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 114## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 115## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 116## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 117## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 118## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 119## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 120## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 121## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 122## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 123## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 124## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 125## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 126## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 127## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 128## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 129## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 130## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 131## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 132## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 133## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 134## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 135## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 136## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 137## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 138## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 139## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 140## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 141## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 142## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 143## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 144## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 145## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 146## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 147## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 148## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 149## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 150## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 151## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 152## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 153## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 154## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 155## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 156## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 157## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 158## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 159## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 160## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 161## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 162## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 163## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 164## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 165## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 166## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 167## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 168## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 169## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 170## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 171## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 172## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 173## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 174## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 175## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 176## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 177## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 178## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 179## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 180## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 181## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 182## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 183## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 184## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 185## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 186## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 187## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 188## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 189## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 190## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 191## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 192## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 193## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 194## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 195## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 196## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 197## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 198## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 199## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 200## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 201## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 202## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 203## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 204## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 205## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 206## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 207## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 208## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 209## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 210## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 211## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 212## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 213## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 214## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 215## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 216## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 217## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 218## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 219## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 220## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 221## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 222## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 223## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 1## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 2## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 3## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 4## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 5## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 6## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 7## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 8## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 9## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 10## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 11## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 12## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 13## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 14## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 15## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 16## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 17## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 18## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 19## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 20## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 21## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 22## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 23## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 24## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 25## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 26## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 27## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 28## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 29## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 30## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 31## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 32## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 33## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 34## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 35## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 36## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 37## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 38## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 39## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 40## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 41## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 42## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 43## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 44## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 45## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 46## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 47## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 48## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 49## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 50## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 51## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 52## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 53## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 54## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 55## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 56## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 57## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 58## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 59## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 60## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 61## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 62## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 63## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 64## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 65## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 66## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 67## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 68## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 69## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 70## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 71## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 72## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 73## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 74## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 75## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 76## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 77## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 78## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 79## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 80## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 81## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 82## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 83## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 84## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 85## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 86## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 87## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 88## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 89## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 90## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 91## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 92## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 93## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 94## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 95## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 96## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 97## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 98## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 99## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 100## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 101## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 102## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 103## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 104## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 105## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 106## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 107## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 108## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 109## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 110## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 111## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 112## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 113## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 114## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 115## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 116## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 117## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 118## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 119## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 120## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 121## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 122## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 123## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 124## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 125## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 126## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 127## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 128## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 129## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 130## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 131## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 132## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 133## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 134## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 135## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 136## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 137## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 138## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 139## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 140## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 141## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 142## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 143## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 144## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 145## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 146## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 147## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 148## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 149## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 150## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 151## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 152## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 153## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 154## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 155## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 156## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 157## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 158## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 159## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 160## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 161## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 162## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 163## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 164## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 165## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 166## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 167## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 168## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 169## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 170## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 171## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 172## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 173## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 174## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 175## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 176## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 177## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 178## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 179## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 180## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 181## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 182## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 183## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 184## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 185## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 186## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 187## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 188## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 189## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 190## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 191## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 192## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 193## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 194## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 195## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 196## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 197## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 198## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 199## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 200## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 201## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 202## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 203## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 204## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 205## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 206## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 207## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 208## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 209## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 210## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 211## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 212## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 213## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 214## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 215## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 216## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 217## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 218## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 219## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 220## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 221## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 222## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 223## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 1## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 2## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 3## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 4## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 5## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 6## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 7## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 8## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 9## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 10## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 11## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 12## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 13## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 14## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 15## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 16## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 17## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 18## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 19## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 20## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 21## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 22## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 23## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 24## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 25## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 26## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 27## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 28## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 29## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 30## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 31## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 32## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 33## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 34## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 35## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 36## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 37## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 38## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 39## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 40## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 41## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 42## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 43## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 44## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 45## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 46## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 47## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 48## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 49## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 50## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 51## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 52## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 53## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 54## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 55## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 56## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 57## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 58## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 59## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 60## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 61## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 62## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 63## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 64## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 65## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 66## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 67## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 68## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 69## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 70## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 71## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 72## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 73## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 74## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 75## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 76## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 77## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 78## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 79## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 80## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 81## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 82## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 83## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 84## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 85## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 86## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 87## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 88## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 89## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 90## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 91## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 92## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 93## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 94## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 95## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 96## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 97## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 98## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 99## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 100## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 101## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 102## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 103## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 104## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 105## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 106## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 107## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 108## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 109## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 110## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 111## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 112## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 113## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 114## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 115## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 116## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 117## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 118## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 119## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 120## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 121## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 122## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 123## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 124## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 125## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 126## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 127## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 128## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 129## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 130## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 131## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 132## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 133## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 134## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 135## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 136## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 137## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 138## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 139## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 140## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 141## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 142## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 143## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 144## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 145## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 146## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 147## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 148## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 149## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 150## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 151## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 152## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 153## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 154## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 155## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 156## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 157## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 158## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 159## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 160## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 161## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 162## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 163## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 164## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 165## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 166## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 167## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 168## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 169## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 170## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 171## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 172## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 173## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 174## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 175## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 176## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 177## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 178## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 179## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 180## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 181## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 182## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 183## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 184## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 185## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 186## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 187## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 188## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 189## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 190## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 191## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 192## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 193## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 194## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 195## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 196## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 197## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 198## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 199## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 200## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 201## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 202## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 203## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 204## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 205## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 206## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 207## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 208## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 209## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 210## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 211## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 212## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 213## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 214## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 215## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 216## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 217## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 218## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 219## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 220## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 221## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 222## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 223## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 224## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 225## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 226## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 1## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 2## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 3## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 4## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 5## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 6## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 7## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 8## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 9## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 10## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 11## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 12## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 13## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 14## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 15## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 16## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 17## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 18## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 19## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 20## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 21## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 22## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 23## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 24## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 25## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 26## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 27## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 28## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 29## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 30## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 31## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 32## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 33## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 34## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 35## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 36## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 37## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 38## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 39## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 40## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 41## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 42## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 43## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 44## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 45## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 46## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 47## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 48## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 49## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 50## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 51## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 52## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 53## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 54## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 55## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 56## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 57## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 58## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 59## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 60## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 61## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 62## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 63## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 64## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 65## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 66## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 67## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 68## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 69## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 70## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 71## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 72## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 73## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 74## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 75## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 76## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 77## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 78## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 79## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 80## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 81## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 82## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 83## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 84## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 85## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 86## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 87## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 88## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 89## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 90## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 91## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 92## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 93## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 94## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 95## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 96## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 97## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 98## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 99## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 100## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 101## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 102## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 103## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 104## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 105## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 106## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 107## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 108## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 109## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 110## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 111## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 112## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 113## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 114## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 115## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 116## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 117## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 118## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 119## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 120## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 121## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 122## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 123## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 124## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 125## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 126## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 127## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 128## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 129## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 130## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 131## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 132## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 133## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 134## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 135## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 136## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 137## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 138## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 139## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 140## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 141## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 142## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 143## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 144## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 145## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 146## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 147## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 148## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 149## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 150## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 151## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 152## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 153## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 154## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 155## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 156## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 157## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 158## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 159## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 160## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 161## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 162## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 163## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 164## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 165## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 166## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 167## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 168## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 169## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 170## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 171## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 172## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 173## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 174## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 175## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 176## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 177## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 178## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 179## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 180## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 181## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 182## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 183## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 184## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 185## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 186## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 187## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 188## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 189## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 190## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 191## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 192## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 193## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 194## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 195## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 196## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 197## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 198## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 199## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 200## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 201## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 202## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 203## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 204## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 205## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 206## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 207## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 208## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 209## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 210## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 211## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 212## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 213## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 214## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 215## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 216## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 217## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 218## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 219## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 220## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 221## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 222## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 223## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 224## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 225## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 226## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 1## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 2## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 3## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 4## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 5## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 6## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 7## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 8## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 9## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 10## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 11## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 12## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 13## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 14## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 15## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 16## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 17## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 18## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 19## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 20## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 21## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 22## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 23## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 24## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 25## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 26## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 27## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 28## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 29## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 30## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 31## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 32## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 33## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 34## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 35## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 36## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 37## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 38## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 39## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 40## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 41## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 42## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 43## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 44## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 45## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 46## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 47## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 48## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 49## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 50## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 51## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 52## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 53## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 54## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 55## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 56## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 57## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 58## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 59## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 60## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 61## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 62## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 63## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 64## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 65## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 66## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 67## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 68## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 69## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 70## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 71## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 72## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 73## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 74## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 75## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 76## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 77## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 78## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 79## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 80## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 81## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 82## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 83## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 84## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 85## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 86## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 87## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 88## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 89## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 90## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 91## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 92## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 93## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 94## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 95## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 96## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 97## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 98## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 99## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 100## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 101## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 102## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 103## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 104## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 105## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 106## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 107## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 108## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 109## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 110## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 111## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 112## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 113## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 114## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 115## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 116## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 117## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 118## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 119## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 120## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 121## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 122## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 123## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 124## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 125## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 126## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 127## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 128## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 129## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 130## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 131## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 132## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 133## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 134## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 135## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 136## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 137## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 138## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 139## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 140## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 141## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 142## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 143## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 144## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 145## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 146## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 147## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 148## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 149## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 150## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 151## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 152## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 153## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 154## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 155## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 156## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 157## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 158## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 159## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 160## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 161## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 162## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 163## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 164## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 165## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 166## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 167## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 168## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 169## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 170## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 171## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 172## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 173## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 174## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 175## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 176## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 177## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 178## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 179## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 180## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 181## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 182## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 183## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 184## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 185## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 186## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 187## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 188## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 189## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 190## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 191## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 192## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 193## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 194## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 195## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 196## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 197## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 198## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 199## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 200## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 201## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 202## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 203## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 204## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 205## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 206## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 207## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 208## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 209## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 210## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 211## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 212## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 213## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 214## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 215## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 216## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 217## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 218## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 219## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 220## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 221## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 222## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 223## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 224## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 225## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 1## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 2## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 3## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 4## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 5## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 6## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 7## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 8## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 9## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 10## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 11## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 12## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 13## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 14## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 15## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 16## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 17## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 18## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 19## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 20## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 21## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 22## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 23## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 24## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 25## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 26## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 27## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 28## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 29## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 30## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 31## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 32## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 33## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 34## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 35## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 36## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 37## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 38## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 39## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 40## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 41## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 42## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 43## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 44## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 45## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 46## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 47## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 48## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 49## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 50## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 51## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 52## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 53## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 54## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 55## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 56## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 57## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 58## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 59## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 60## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 61## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 62## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 63## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 64## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 65## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 66## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 67## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 68## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 69## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 70## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 71## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 72## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 73## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 74## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 75## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 76## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 77## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 78## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 79## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 80## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 81## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 82## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 83## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 84## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 85## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 86## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 87## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 88## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 89## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 90## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 91## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 92## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 93## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 94## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 95## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 96## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 97## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 98## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 99## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 100## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 101## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 102## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 103## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 104## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 105## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 106## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 107## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 108## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 109## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 110## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 111## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 112## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 113## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 114## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 115## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 116## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 117## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 118## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 119## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 120## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 121## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 122## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 123## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 124## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 125## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 126## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 127## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 128## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 129## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 130## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 131## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 132## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 133## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 134## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 135## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 136## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 137## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 138## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 139## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 140## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 141## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 142## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 143## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 144## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 145## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 146## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 147## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 148## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 149## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 150## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 151## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 152## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 153## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 154## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 155## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 156## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 157## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 158## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 159## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 160## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 161## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 162## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 163## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 164## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 165## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 166## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 167## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 168## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 169## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 170## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 171## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 172## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 173## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 174## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 175## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 176## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 177## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 178## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 179## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 180## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 181## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 182## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 183## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 184## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 185## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 186## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 187## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 188## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 189## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 190## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 191## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 192## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 193## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 194## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 195## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 196## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 197## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 198## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 199## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 200## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 201## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 202## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 203## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 204## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 205## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 206## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 207## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 208## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 209## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 210## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 211## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 212## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 213## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 214## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 215## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 216## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 217## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 218## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 219## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 220## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 221## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 222## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 223## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 224## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 225## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 1## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 2## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 3## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 4## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 5## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 6## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 7## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 8## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 9## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 10## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 11## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 12## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 13## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 14## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 15## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 16## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 17## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 18## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 19## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 20## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 21## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 22## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 23## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 24## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 25## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 26## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 27## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 28## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 29## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 30## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 31## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 32## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 33## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 34## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 35## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 36## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 37## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 38## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 39## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 40## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 41## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 42## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 43## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 44## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 45## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 46## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 47## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 48## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 49## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 50## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 51## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 52## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 53## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 54## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 55## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 56## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 57## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 58## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 59## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 60## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 61## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 62## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 63## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 64## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 65## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 66## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 67## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 68## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 69## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 70## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 71## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 72## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 73## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 74## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 75## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 76## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 77## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 78## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 79## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 80## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 81## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 82## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 83## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 84## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 85## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 86## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 87## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 88## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 89## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 90## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 91## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 92## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 93## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 94## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 95## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 96## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 97## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 98## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 99## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 100## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 101## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 102## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 103## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 104## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 105## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 106## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 107## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 108## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 109## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 110## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 111## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 112## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 113## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 114## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 115## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 116## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 117## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 118## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 119## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 120## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 121## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 122## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 123## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 124## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 125## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 126## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 127## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 128## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 129## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 130## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 131## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 132## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 133## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 134## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 135## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 136## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 137## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 138## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 139## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 140## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 141## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 142## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 143## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 144## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 145## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 146## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 147## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 148## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 149## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 150## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 151## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 152## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 153## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 154## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 155## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 156## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 157## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 158## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 159## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 160## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 161## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 162## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 163## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 164## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 165## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 166## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 167## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 168## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 169## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 170## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 171## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 172## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 173## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 174## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 175## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 176## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 177## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 178## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 179## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 180## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 181## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 182## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 183## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 184## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 185## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 186## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 187## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 188## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 189## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 190## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 191## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 192## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 193## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 194## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 195## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 196## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 197## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 198## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 199## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 200## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 201## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 202## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 203## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 204## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 205## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 206## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 207## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 208## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 209## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 210## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 211## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 212## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 213## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 214## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 215## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 216## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 217## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 218## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 219## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 220## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 221## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 222## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 223## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 224## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 1## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 2## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 3## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 4## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 5## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 6## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 7## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 8## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 9## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 10## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 11## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 12## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 13## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 14## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 15## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 16## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 17## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 18## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 19## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 20## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 21## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 22## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 23## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 24## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 25## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 26## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 27## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 28## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 29## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 30## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 31## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 32## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 33## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 34## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 35## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 36## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 37## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 38## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 39## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 40## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 41## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 42## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 43## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 44## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 45## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 46## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 47## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 48## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 49## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 50## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 51## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 52## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 53## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 54## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 55## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 56## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 57## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 58## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 59## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 60## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 61## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 62## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 63## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 64## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 65## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 66## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 67## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 68## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 69## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 70## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 71## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 72## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 73## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 74## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 75## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 76## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 77## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 78## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 79## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 80## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 81## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 82## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 83## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 84## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 85## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 86## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 87## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 88## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 89## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 90## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 91## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 92## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 93## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 94## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 95## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 96## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 97## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 98## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 99## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 100## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 101## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 102## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 103## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 104## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 105## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 106## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 107## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 108## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 109## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 110## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 111## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 112## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 113## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 114## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 115## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 116## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 117## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 118## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 119## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 120## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 121## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 122## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 123## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 124## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 125## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 126## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 127## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 128## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 129## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 130## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 131## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 132## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 133## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 134## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 135## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 136## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 137## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 138## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 139## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 140## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 141## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 142## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 143## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 144## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 145## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 146## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 147## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 148## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 149## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 150## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 151## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 152## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 153## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 154## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 155## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 156## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 157## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 158## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 159## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 160## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 161## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 162## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 163## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 164## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 165## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 166## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 167## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 168## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 169## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 170## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 171## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 172## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 173## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 174## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 175## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 176## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 177## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 178## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 179## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 180## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 181## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 182## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 183## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 184## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 185## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 186## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 187## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 188## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 189## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 190## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 191## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 192## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 193## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 194## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 195## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 196## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 197## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 198## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 199## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 200## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 201## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 202## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 203## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 204## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 205## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 206## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 207## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 208## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 209## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 210## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 211## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 212## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 213## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 214## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 215## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 216## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 217## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 218## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 219## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 220## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 221## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 222## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 223## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 224## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 1## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 2## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 3## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 4## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 5## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 6## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 7## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 8## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 9## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 10## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 11## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 12## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 13## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 14## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 15## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 16## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 17## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 18## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 19## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 20## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 21## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 22## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 23## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 24## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 25## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 26## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 27## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 28## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 29## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 30## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 31## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 32## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 33## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 34## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 35## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 36## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 37## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 38## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 39## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 40## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 41## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 42## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 43## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 44## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 45## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 46## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 47## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 48## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 49## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 50## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 51## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 52## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 53## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 54## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 55## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 56## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 57## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 58## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 59## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 60## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 61## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 62## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 63## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 64## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 65## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 66## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 67## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 68## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 69## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 70## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 71## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 72## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 73## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 74## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 75## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 76## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 77## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 78## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 79## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 80## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 81## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 82## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 83## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 84## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 85## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 86## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 87## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 88## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 89## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 90## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 91## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 92## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 93## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 94## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 95## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 96## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 97## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 98## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 99## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 100## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 101## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 102## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 103## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 104## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 105## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 106## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 107## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 108## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 109## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 110## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 111## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 112## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 113## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 114## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 115## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 116## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 117## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 118## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 119## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 120## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 121## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 122## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 123## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 124## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 125## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 126## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 127## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 128## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 129## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 130## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 131## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 132## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 133## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 134## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 135## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 136## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 137## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 138## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 139## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 140## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 141## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 142## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 143## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 144## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 145## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 146## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 147## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 148## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 149## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 150## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 151## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 152## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 153## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 154## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 155## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 156## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 157## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 158## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 159## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 160## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 161## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 162## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 163## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 164## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 165## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 166## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 167## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 168## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 169## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 170## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 171## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 172## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 173## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 174## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 175## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 176## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 177## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 178## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 179## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 180## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 181## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 182## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 183## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 184## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 185## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 186## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 187## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 188## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 189## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 190## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 191## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 192## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 193## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 194## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 195## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 196## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 197## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 198## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 199## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 200## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 201## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 202## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 203## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 204## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 205## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 206## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 207## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 208## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 209## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 210## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 211## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 212## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 213## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 214## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 215## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 216## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 217## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 218## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 219## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 220## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 221## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 222## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 223## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 224## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 225## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 226## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 1## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 2## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 3## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 4## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 5## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 6## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 7## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 8## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 9## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 10## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 11## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 12## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 13## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 14## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 15## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 16## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 17## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 18## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 19## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 20## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 21## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 22## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 23## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 24## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 25## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 26## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 27## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 28## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 29## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 30## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 31## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 32## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 33## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 34## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 35## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 36## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 37## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 38## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 39## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 40## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 41## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 42## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 43## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 44## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 45## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 46## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 47## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 48## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 49## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 50## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 51## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 52## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 53## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 54## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 55## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 56## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 57## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 58## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 59## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 60## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 61## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 62## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 63## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 64## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 65## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 66## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 67## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 68## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 69## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 70## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 71## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 72## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 73## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 74## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 75## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 76## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 77## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 78## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 79## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 80## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 81## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 82## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 83## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 84## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 85## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 86## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 87## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 88## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 89## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 90## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 91## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 92## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 93## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 94## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 95## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 96## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 97## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 98## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 99## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 100## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 101## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 102## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 103## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 104## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 105## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 106## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 107## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 108## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 109## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 110## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 111## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 112## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 113## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 114## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 115## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 116## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 117## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 118## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 119## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 120## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 121## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 122## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 123## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 124## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 125## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 126## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 127## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 128## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 129## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 130## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 131## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 132## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 133## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 134## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 135## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 136## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 137## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 138## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 139## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 140## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 141## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 142## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 143## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 144## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 145## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 146## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 147## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 148## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 149## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 150## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 151## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 152## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 153## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 154## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 155## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 156## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 157## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 158## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 159## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 160## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 161## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 162## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 163## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 164## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 165## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 166## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 167## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 168## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 169## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 170## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 171## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 172## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 173## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 174## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 175## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 176## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 177## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 178## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 179## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 180## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 181## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 182## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 183## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 184## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 185## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 186## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 187## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 188## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 189## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 190## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 191## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 192## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 193## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 194## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 195## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 196## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 197## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 198## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 199## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 200## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 201## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 202## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 203## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 204## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 205## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 206## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 207## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 208## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 209## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 210## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 211## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 212## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 213## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 214## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 215## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 216## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 217## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 218## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 219## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 220## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 221## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 222## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 223## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 224## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 225## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 226## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 1## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 2## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 3## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 4## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 5## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 6## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 7## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 8## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 9## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 10## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 11## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 12## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 13## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 14## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 15## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 16## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 17## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 18## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 19## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 20## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 21## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 22## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 23## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 24## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 25## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 26## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 27## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 28## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 29## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 30## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 31## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 32## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 33## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 34## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 35## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 36## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 37## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 38## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 39## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 40## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 41## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 42## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 43## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 44## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 45## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 46## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 47## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 48## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 49## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 50## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 51## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 52## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 53## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 54## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 55## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 56## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 57## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 58## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 59## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 60## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 61## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 62## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 63## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 64## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 65## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 66## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 67## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 68## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 69## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 70## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 71## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 72## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 73## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 74## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 75## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 76## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 77## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 78## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 79## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 80## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 81## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 82## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 83## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 84## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 85## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 86## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 87## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 88## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 89## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 90## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 91## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 92## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 93## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 94## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 95## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 96## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 97## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 98## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 99## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 100## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 101## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 102## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 103## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 104## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 105## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 106## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 107## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 108## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 109## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 110## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 111## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 112## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 113## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 114## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 115## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 116## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 117## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 118## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 119## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 120## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 121## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 122## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 123## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 124## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 125## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 126## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 127## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 128## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 129## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 130## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 131## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 132## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 133## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 134## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 135## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 136## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 137## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 138## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 139## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 140## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 141## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 142## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 143## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 144## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 145## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 146## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 147## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 148## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 149## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 150## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 151## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 152## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 153## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 154## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 155## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 156## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 157## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 158## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 159## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 160## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 161## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 162## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 163## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 164## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 165## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 166## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 167## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 168## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 169## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 170## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 171## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 172## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 173## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 174## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 175## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 176## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 177## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 178## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 179## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 180## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 181## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 182## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 183## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 184## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 185## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 186## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 187## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 188## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 189## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 190## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 191## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 192## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 193## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 194## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 195## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 196## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 197## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 198## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 199## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 200## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 201## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 202## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 203## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 204## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 205## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 206## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 207## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 208## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 209## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 210## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 211## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 212## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 213## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 214## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 215## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 216## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 217## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 218## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 219## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 220## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 221## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 222## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 223## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 224## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 1## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 2## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 3## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 4## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 5## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 6## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 7## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 8## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 9## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 10## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 11## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 12## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 13## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 14## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 15## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 16## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 17## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 18## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 19## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 20## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 21## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 22## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 23## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 24## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 25## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 26## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 27## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 28## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 29## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 30## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 31## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 32## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 33## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 34## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 35## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 36## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 37## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 38## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 39## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 40## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 41## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 42## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 43## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 44## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 45## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 46## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 47## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 48## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 49## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 50## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 51## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 52## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 53## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 54## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 55## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 56## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 57## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 58## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 59## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 60## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 61## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 62## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 63## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 64## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 65## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 66## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 67## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 68## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 69## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 70## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 71## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 72## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 73## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 74## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 75## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 76## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 77## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 78## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 79## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 80## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 81## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 82## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 83## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 84## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 85## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 86## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 87## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 88## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 89## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 90## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 91## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 92## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 93## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 94## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 95## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 96## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 97## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 98## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 99## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 100## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 101## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 102## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 103## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 104## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 105## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 106## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 107## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 108## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 109## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 110## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 111## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 112## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 113## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 114## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 115## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 116## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 117## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 118## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 119## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 120## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 121## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 122## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 123## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 124## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 125## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 126## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 127## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 128## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 129## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 130## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 131## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 132## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 133## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 134## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 135## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 136## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 137## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 138## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 139## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 140## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 141## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 142## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 143## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 144## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 145## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 146## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 147## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 148## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 149## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 150## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 151## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 152## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 153## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 154## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 155## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 156## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 157## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 158## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 159## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 160## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 161## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 162## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 163## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 164## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 165## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 166## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 167## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 168## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 169## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 170## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 171## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 172## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 173## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 174## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 175## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 176## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 177## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 178## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 179## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 180## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 181## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 182## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 183## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 184## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 185## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 186## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 187## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 188## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 189## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 190## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 191## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 192## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 193## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 194## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 195## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 196## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 197## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 198## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 199## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 200## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 201## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 202## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 203## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 204## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 205## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 206## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 207## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 208## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 209## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 210## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 211## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 212## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 213## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 214## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 215## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 216## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 217## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 218## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 219## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 220## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 221## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 222## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 223## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 224## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 1## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 2## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 3## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 4## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 5## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 6## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 7## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 8## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 9## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 10## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 11## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 12## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 13## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 14## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 15## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 16## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 17## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 18## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 19## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 20## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 21## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 22## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 23## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 24## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 25## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 26## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 27## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 28## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 29## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 30## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 31## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 32## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 33## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 34## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 35## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 36## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 37## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 38## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 39## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 40## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 41## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 42## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 43## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 44## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 45## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 46## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 47## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 48## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 49## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 50## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 51## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 52## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 53## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 54## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 55## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 56## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 57## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 58## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 59## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 60## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 61## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 62## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 63## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 64## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 65## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 66## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 67## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 68## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 69## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 70## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 71## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 72## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 73## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 74## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 75## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 76## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 77## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 78## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 79## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 80## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 81## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 82## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 83## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 84## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 85## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 86## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 87## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 88## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 89## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 90## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 91## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 92## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 93## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 94## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 95## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 96## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 97## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 98## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 99## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 100## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 101## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 102## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 103## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 104## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 105## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 106## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 107## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 108## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 109## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 110## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 111## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 112## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 113## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 114## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 115## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 116## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 117## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 118## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 119## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 120## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 121## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 122## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 123## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 124## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 125## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 126## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 127## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 128## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 129## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 130## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 131## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 132## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 133## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 134## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 135## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 136## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 137## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 138## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 139## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 140## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 141## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 142## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 143## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 144## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 145## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 146## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 147## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 148## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 149## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 150## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 151## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 152## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 153## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 154## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 155## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 156## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 157## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 158## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 159## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 160## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 161## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 162## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 163## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 164## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 165## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 166## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 167## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 168## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 169## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 170## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 171## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 172## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 173## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 174## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 175## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 176## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 177## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 178## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 179## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 180## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 181## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 182## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 183## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 184## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 185## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 186## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 187## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 188## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 189## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 190## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 191## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 192## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 193## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 194## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 195## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 196## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 197## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 198## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 199## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 200## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 201## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 202## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 203## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 204## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 205## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 206## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 207## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 208## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 209## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 210## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 211## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 212## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 213## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 214## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 215## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 216## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 217## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 218## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 219## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 220## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 221## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 222## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 223## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 224## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 225## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 226## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 1## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 2## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 3## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 4## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 5## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 6## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 7## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 8## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 9## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 10## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 11## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 12## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 13## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 14## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 15## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 16## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 17## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 18## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 19## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 20## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 21## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 22## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 23## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 24## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 25## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 26## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 27## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 28## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 29## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 30## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 31## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 32## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 33## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 34## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 35## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 36## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 37## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 38## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 39## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 40## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 41## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 42## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 43## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 44## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 45## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 46## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 47## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 48## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 49## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 50## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 51## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 52## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 53## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 54## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 55## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 56## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 57## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 58## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 59## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 60## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 61## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 62## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 63## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 64## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 65## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 66## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 67## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 68## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 69## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 70## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 71## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 72## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 73## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 74## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 75## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 76## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 77## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 78## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 79## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 80## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 81## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 82## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 83## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 84## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 85## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 86## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 87## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 88## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 89## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 90## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 91## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 92## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 93## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 94## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 95## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 96## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 97## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 98## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 99## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 100## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 101## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 102## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 103## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 104## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 105## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 106## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 107## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 108## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 109## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 110## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 111## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 112## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 113## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 114## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 115## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 116## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 117## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 118## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 119## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 120## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 121## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 122## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 123## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 124## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 125## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 126## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 127## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 128## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 129## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 130## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 131## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 132## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 133## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 134## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 135## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 136## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 137## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 138## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 139## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 140## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 141## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 142## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 143## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 144## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 145## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 146## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 147## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 148## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 149## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 150## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 151## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 152## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 153## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 154## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 155## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 156## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 157## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 158## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 159## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 160## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 161## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 162## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 163## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 164## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 165## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 166## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 167## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 168## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 169## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 170## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 171## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 172## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 173## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 174## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 175## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 176## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 177## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 178## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 179## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 180## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 181## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 182## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 183## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 184## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 185## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 186## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 187## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 188## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 189## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 190## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 191## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 192## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 193## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 194## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 195## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 196## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 197## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 198## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 199## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 200## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 201## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 202## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 203## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 204## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 205## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 206## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 207## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 208## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 209## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 210## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 211## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 212## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 213## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 214## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 215## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 216## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 217## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 218## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 219## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 220## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 221## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 222## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 223## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 224## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 225## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 226# make predictions
predict6 <- model6 %>% predict(test.data)## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 1## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 2## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 3## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 4## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 5## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 6## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 7## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 8## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 9## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 10## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 11## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 12## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 13## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 14## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 15## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 16## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 17## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 18## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 19## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 20## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 21## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 22## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 23## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 24## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 25## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 26## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 27## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 28## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 29## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 30## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 31## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 32## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 33## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 34## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 35## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 36## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 37## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 38## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 39## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 40## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 41## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 42## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 43## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 44## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 45## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 46## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 47## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 48## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 49## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 50## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 51## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 52## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 53## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 54## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 55## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 56## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 57## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 58## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 59## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 60## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 61## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 62## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 63## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 64## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 65## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 66## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 67## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 68## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 69## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 70## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 71## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 72## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 73## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 74## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 75## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 76## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 77## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 78## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 79## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 80## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 81## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 82## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 83## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 84## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 85## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 86## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 87## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 88## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 89## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 90## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 91## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 92## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 93## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 94## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 95## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 96## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 97## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 98## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 99## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 100## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 101## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 102## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 103## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 104## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 105## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 106## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 107## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 108## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 109## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 110## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 111## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 112## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 113## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 114## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 115## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 116## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 117## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 118## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 119## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 120## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 121## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 122## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 123## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 124## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 125## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 126## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 127## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 128## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 129## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 130## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 131## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 132## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 133## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 134## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 135## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 136## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 137## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 138## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 139## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 140## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 141## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 142## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 143## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 144## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 145## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 146## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 147## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 148## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 149## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 150## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 151## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 152## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 153## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 154## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 155## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 156## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 157## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 158## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 159## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 160## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 161## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 162## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 163## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 164## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 165## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 166## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 167## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 168## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 169## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 170## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 171## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 172## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 173## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 174## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 175## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 176## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 177## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 178## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 179## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 180## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 181## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 182## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 183## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 184## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 185## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 186## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 187## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 188## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 189## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 190## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 191## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 192## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 193## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 194## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 195## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 196## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 197## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 198## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 199## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 200## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 201## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 202## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 203## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 204## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 205## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 206## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 207## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 208## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 209## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 210## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 211## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 212## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 213## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 214## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 215## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 216## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 217## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 218## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 219## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 220## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 221## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 222## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 223## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 224## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 225## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 226## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 227## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 228## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 229## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 230## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 231## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 232## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 233## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 234## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 235## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 236## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 237## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 238## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 239## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 240## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 241## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 242## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 243## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 244## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 245## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 246## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 247## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 248## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 249## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 250## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 251## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 252## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 253## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 254## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 255## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 256## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 257## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 258## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 259## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 260## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 261## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 262## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 263## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 264## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 265## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 266## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 267## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 268## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 269## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 270## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 271## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 272## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 273## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 274## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 275## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 276## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 277## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 278## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 279## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 280## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 281## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 282## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 283## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 284## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 285## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 286## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 287## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 288## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 289## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 290## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 291## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 292## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 293## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 294## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 295## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 296## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 297## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 298## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 299## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 300## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 301## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 302## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 303## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 304## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 305## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 306## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 307## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 308## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 309## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 310## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 311## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 312## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 313## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 314## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 315## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 316## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 317## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 318## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 319## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 320## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 321## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 322## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 323## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 324## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 325## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 326## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 327## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 328## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 329## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 330## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 331## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 332## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 333## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 334## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 335## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 336## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 337## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 338## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 339## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 340## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 341## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 342## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 343## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 344## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 345## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 346## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 347## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 348## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 349## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 350## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 351## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 352## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 353## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 354## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 355## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 356## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 357## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 358## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 359## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 360## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 361## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 362## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 363## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 364## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 365## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 366## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 367## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 368## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 369## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 370## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 371## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 372## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 373## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 374## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 375## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 376## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 377## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 378## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 379## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 380## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 381## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 382## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 383## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 384## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 385## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 386## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 387## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 388## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 389## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 390## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 391## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 392## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 393## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 394## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 395## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 396## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 397## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 398## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 399## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 400## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 401## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 402## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 403## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 404## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 405## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 406## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 407## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 408## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 409## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 410## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 411## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 412## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 413## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 414## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 415## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 416## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 417## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 418## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 419## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 420## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 421## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 422## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 423## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 424## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 425## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 426## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 427## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 428## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 429## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 430## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 431## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 432## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 433## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 434## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 435## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 436## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 437## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 438## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 439## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 440## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 441## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 442## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 443## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 444## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 445## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 446## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 447## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 448## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 449## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 450## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 451## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 452## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 453## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 454## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 455## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 456## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 457## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 458## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 459## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 460## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 461## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 462## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 463## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 464## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 465## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 466## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 467## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 468## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 469## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 470## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 471## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 472## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 473## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 474## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 475## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 476## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 477## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 478## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 479## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 480## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 481## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 482## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 483## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 484## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 485## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 486## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 487## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 488## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 489## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 490## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 491## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 492## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 493## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 494## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 495## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 496## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 497## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 498## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 499## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 500## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 501## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 502## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 503## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 504## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 505## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 506## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 507## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 508## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 509## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 510## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 511## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 512## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 513## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 514## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 515## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 516## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 517## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 518## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 519## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 520## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 521## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 522## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 523## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 524## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 525## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 526## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 527## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 528## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 529## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 530## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 531## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 532## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 533## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 534## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 535## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 536## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 537## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 538## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 539## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 540## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 541## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 542## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 543## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 544## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 545## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 546## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 547## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 548## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 549## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 550## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 551## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 552## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 553## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 554## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 555## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 556## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 557## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 558## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 559## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 560## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 561## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 562## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 563## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 564## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 565## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 566## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 567## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 568## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 569## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 570## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 571## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 572## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 573## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 574## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 575## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 576## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 577## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 578## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 579## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 580## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 581## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 582## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 583## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 584## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 585## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 586## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 587## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 588## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 589## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 590## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 591## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 592## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 593## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 594## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 595## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 596## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 597## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 598## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 599## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 600## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 601## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 602## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 603## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 604## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 605## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 606## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 607## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 608## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 609## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 610## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 611## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 612## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 613## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 614## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 615## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 616## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 617## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 618## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 619## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 620## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 621## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 622## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 623## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 624## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 625## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 626## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 627## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 628## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 629## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 630## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 631## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 632## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 633## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 634## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 635## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 636## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 637## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 638## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 639## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 640## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 641## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 642## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 643## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 644## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 645## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 646## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 647## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 648## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 649## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 650## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 651## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 652## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 653## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 654## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 655## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 656## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 657## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 658## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 659## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 660## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 661## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 662## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 663## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 664## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 665## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 666## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 667## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 668## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 669## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 670## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 671## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 672## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 673## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 674## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 675## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 676## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 677## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 678## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 679## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 680## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 681## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 682## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 683## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 684## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 685## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 686## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 687## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 688## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 689## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 690## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 691## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 692## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 693## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 694## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 695## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 696## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 697## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 698## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 699## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 700## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 701## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 702## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 703## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 704## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 705## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 706## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 707## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 708## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 709## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 710## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 711## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 712## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 713## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 714## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 715## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 716## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 717## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 718## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 719## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 720## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 721## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 722## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 723## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 724## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 725## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 726## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 727## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 728## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 729## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 730## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 731## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 732## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 733## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 734## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 735## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 736## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 737## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 738## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 739## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 740## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 741## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 742## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 743## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 744## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 745## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 746## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 747## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 748## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 749## Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
## observation 750# model n accuracy
mean(predict6 == test.data$Class)## [1] 0.876confusion matrix
confusionMatrix(predict6, test.data$Class, mode = "everything")## Confusion Matrix and Statistics
##
## Reference
## Prediction BOMBAY CALI DERMASON HOROZ SEKER SIRA
## BOMBAY 125 0 0 0 0 0
## CALI 0 124 0 11 0 0
## DERMASON 0 0 99 1 4 13
## HOROZ 0 0 0 103 1 11
## SEKER 0 0 10 0 111 6
## SIRA 0 1 16 10 9 95
##
## Overall Statistics
##
## Accuracy : 0.876
## 95% CI : (0.8503, 0.8987)
## No Information Rate : 0.1667
## P-Value [Acc > NIR] : < 2.2e-16
##
## Kappa : 0.8512
##
## Mcnemar's Test P-Value : NA
##
## Statistics by Class:
##
## Class: BOMBAY Class: CALI Class: DERMASON Class: HOROZ
## Sensitivity 1.0000 0.9920 0.7920 0.8240
## Specificity 1.0000 0.9824 0.9712 0.9808
## Pos Pred Value 1.0000 0.9185 0.8462 0.8957
## Neg Pred Value 1.0000 0.9984 0.9589 0.9654
## Precision 1.0000 0.9185 0.8462 0.8957
## Recall 1.0000 0.9920 0.7920 0.8240
## F1 1.0000 0.9538 0.8182 0.8583
## Prevalence 0.1667 0.1667 0.1667 0.1667
## Detection Rate 0.1667 0.1653 0.1320 0.1373
## Detection Prevalence 0.1667 0.1800 0.1560 0.1533
## Balanced Accuracy 1.0000 0.9872 0.8816 0.9024
## Class: SEKER Class: SIRA
## Sensitivity 0.8880 0.7600
## Specificity 0.9744 0.9424
## Pos Pred Value 0.8740 0.7252
## Neg Pred Value 0.9775 0.9515
## Precision 0.8740 0.7252
## Recall 0.8880 0.7600
## F1 0.8810 0.7422
## Prevalence 0.1667 0.1667
## Detection Rate 0.1480 0.1267
## Detection Prevalence 0.1693 0.1747
## Balanced Accuracy 0.9312 0.8512metric <- read.csv("E:/MScDataScience/stats602/project/metric.csv")
metric_df <- metric %>%
pivot_longer(!Algorithm, names_to = "class", values_to = "accuracy")
metric_dfggplot(data=metric_df, aes(x=class, y=accuracy, fill=Algorithm)) +
geom_bar(stat="identity", position=position_dodge())+
geom_text(aes(label=accuracy), vjust=1.6, color="white",
position = position_dodge(0.9), size=3.5)+
scale_fill_brewer(palette="Paired")+ scale_x_discrete(limits=c("Bombay", "Cali", "Dermazon", "Horoz", "Seker", "Sira", "overall.acc")) +
theme_minimal() 