Introduction
Final Assignment Random Forest

The steps to predict using Random Forest:
* Step 1 - Without imputation * Step 2 - With Imputation

Problem Defination
Predict Spam-Status using using Random Forest Algorithm

Data Location
The dataset can be found on
http://archive.ics.uci.edu/ml/datasets/Spambase?ref=datanews.io

Data Description

Input variables (based on spambase.names):
1 = word_freq_make: continuous.
2 = word_freq_address: continuous.
3 = word_freq_all: continuous.
4 = word_freq_3d: continuous.
5 = word_freq_our: continuous.
6 = word_freq_over: continuous.
7 = word_freq_remove: continuous.
8 = word_freq_internet: continuous.
9 = word_freq_order: continuous.
10 = word_freq_mail: continuous.
11 = word_freq_receive: continuous.
12 = word_freq_will: continuous.
13 = word_freq_people: continuous.
14 = word_freq_report: continuous.
15 = word_freq_addresses: continuous.
16 = word_freq_free: continuous.
17 = word_freq_business: continuous.
18 = word_freq_email: continuous.
19 = word_freq_you: continuous.
20 = word_freq_credit: continuous.
21 = word_freq_your: continuous.
22 = word_freq_font: continuous.
23 = word_freq_000: continuous.
24 = word_freq_money: continuous.
25 = word_freq_hp: continuous.
26 = word_freq_hpl: continuous.
27 = word_freq_george: continuous.
28 = word_freq_650: continuous.
29 = word_freq_lab: continuous.
30 = word_freq_labs: continuous.
31 = word_freq_telnet: continuous.
32 = word_freq_857: continuous.
33 = word_freq_data: continuous.
34 = word_freq_415: continuous.
35 = word_freq_85: continuous.
36 = word_freq_technology: continuous.
37 = word_freq_1999: continuous.
38 = word_freq_parts: continuous.
39 = word_freq_pm: continuous.
40 = word_freq_direct: continuous.
41 = word_freq_cs: continuous.
42 = word_freq_meeting: continuous.
43 = word_freq_original: continuous.
44 = word_freq_project: continuous.
45 = word_freq_re: continuous.
46 = word_freq_edu: continuous.
47 = word_freq_table: continuous.
48 = word_freq_conference: continuous.
49 = char_freq_;: continuous.
50 = char_freq_(: continuous.
51 = char_freq_[: continuous.
52 = char_freq_!: continuous.
53 = char_freq_$: continuous.
54 = char_freq_#: continuous.
55 = capital_run_length_average: continuous.
56 = capital_run_length_longest: continuous.
57 = capital_run_length_total: continuous.

Output variable (based on spambase.names):

58 = status (0 - not spam / 1 - spam)

Load Libs

library(plyr)
library(tidyr)
library(dplyr)
## 
## Attaching package: 'dplyr'
## The following objects are masked from 'package:plyr':
## 
##     arrange, count, desc, failwith, id, mutate, rename, summarise,
##     summarize
## The following objects are masked from 'package:stats':
## 
##     filter, lag
## The following objects are masked from 'package:base':
## 
##     intersect, setdiff, setequal, union
library(ggplot2)
library(caret)
## Loading required package: lattice
library(mice)
## 
## Attaching package: 'mice'
## The following object is masked from 'package:tidyr':
## 
##     complete
library(randomForest)
## randomForest 4.6-12
## Type rfNews() to see new features/changes/bug fixes.
## 
## Attaching package: 'randomForest'
## The following object is masked from 'package:ggplot2':
## 
##     margin
## The following object is masked from 'package:dplyr':
## 
##     combine
library(gbm)
## Loading required package: survival
## 
## Attaching package: 'survival'
## The following object is masked from 'package:caret':
## 
##     cluster
## Loading required package: splines
## Loading required package: parallel
## Loaded gbm 2.1.3
library(corrgram)
## 
## Attaching package: 'corrgram'
## The following object is masked from 'package:plyr':
## 
##     baseball
library(gridExtra)
## 
## Attaching package: 'gridExtra'
## The following object is masked from 'package:randomForest':
## 
##     combine
## The following object is masked from 'package:dplyr':
## 
##     combine
library(missForest)
## Loading required package: foreach
## Loading required package: itertools
## Loading required package: iterators

Functions

detectNA <- function(inp) {
  sum(is.na(inp))
}
detectCor <- function(x) {
  cor(as.numeric(dfrSpamDataset[, x]), 
    as.numeric(dfrSpamDataset$status), 
    method="spearman")
}
treat_outliers <- function(x,na.rm=TRUE) 
{
 x[x < quantile(x,0.05) - 1.5 * IQR(x) | x > quantile(x,0.95) + 1.5 * IQR(x)] <- NA
 x
}

Load Dataset

dfrSpamDataset <- read.csv("F:/Management/Trimester 4/Core/3. Machine Learning/Exam/spambase.data", sep=",", header=F, stringsAsFactors=T)
head(dfrSpamDataset)
##     V1   V2   V3 V4   V5   V6   V7   V8   V9  V10  V11  V12  V13  V14  V15
## 1 0.00 0.64 0.64  0 0.32 0.00 0.00 0.00 0.00 0.00 0.00 0.64 0.00 0.00 0.00
## 2 0.21 0.28 0.50  0 0.14 0.28 0.21 0.07 0.00 0.94 0.21 0.79 0.65 0.21 0.14
## 3 0.06 0.00 0.71  0 1.23 0.19 0.19 0.12 0.64 0.25 0.38 0.45 0.12 0.00 1.75
## 4 0.00 0.00 0.00  0 0.63 0.00 0.31 0.63 0.31 0.63 0.31 0.31 0.31 0.00 0.00
## 5 0.00 0.00 0.00  0 0.63 0.00 0.31 0.63 0.31 0.63 0.31 0.31 0.31 0.00 0.00
## 6 0.00 0.00 0.00  0 1.85 0.00 0.00 1.85 0.00 0.00 0.00 0.00 0.00 0.00 0.00
##    V16  V17  V18  V19  V20  V21 V22  V23  V24 V25 V26 V27 V28 V29 V30 V31
## 1 0.32 0.00 1.29 1.93 0.00 0.96   0 0.00 0.00   0   0   0   0   0   0   0
## 2 0.14 0.07 0.28 3.47 0.00 1.59   0 0.43 0.43   0   0   0   0   0   0   0
## 3 0.06 0.06 1.03 1.36 0.32 0.51   0 1.16 0.06   0   0   0   0   0   0   0
## 4 0.31 0.00 0.00 3.18 0.00 0.31   0 0.00 0.00   0   0   0   0   0   0   0
## 5 0.31 0.00 0.00 3.18 0.00 0.31   0 0.00 0.00   0   0   0   0   0   0   0
## 6 0.00 0.00 0.00 0.00 0.00 0.00   0 0.00 0.00   0   0   0   0   0   0   0
##   V32 V33 V34 V35 V36  V37 V38 V39  V40 V41 V42  V43 V44  V45  V46 V47 V48
## 1   0   0   0   0   0 0.00   0   0 0.00   0   0 0.00   0 0.00 0.00   0   0
## 2   0   0   0   0   0 0.07   0   0 0.00   0   0 0.00   0 0.00 0.00   0   0
## 3   0   0   0   0   0 0.00   0   0 0.06   0   0 0.12   0 0.06 0.06   0   0
## 4   0   0   0   0   0 0.00   0   0 0.00   0   0 0.00   0 0.00 0.00   0   0
## 5   0   0   0   0   0 0.00   0   0 0.00   0   0 0.00   0 0.00 0.00   0   0
## 6   0   0   0   0   0 0.00   0   0 0.00   0   0 0.00   0 0.00 0.00   0   0
##    V49   V50 V51   V52   V53   V54   V55 V56  V57 V58
## 1 0.00 0.000   0 0.778 0.000 0.000 3.756  61  278   1
## 2 0.00 0.132   0 0.372 0.180 0.048 5.114 101 1028   1
## 3 0.01 0.143   0 0.276 0.184 0.010 9.821 485 2259   1
## 4 0.00 0.137   0 0.137 0.000 0.000 3.537  40  191   1
## 5 0.00 0.135   0 0.135 0.000 0.000 3.537  40  191   1
## 6 0.00 0.223   0 0.000 0.000 0.000 3.000  15   54   1

Rename Columns

colnames(dfrSpamDataset) <- c("word_freq_make" ,"word_freq_address" ,"word_freq_all" ,"word_freq_3d" ,"word_freq_our" ,"word_freq_over" ,"word_freq_remove" ,"word_freq_internet" ,"word_freq_order" ,"word_freq_mail" ,"word_freq_receive" ,"word_freq_will" ,"word_freq_people" ,"word_freq_report" ,"word_freq_addresses" ,"word_freq_free" ,"word_freq_business" ,"word_freq_email" ,"word_freq_you" ,"word_freq_credit" ,"word_freq_your" ,"word_freq_font" ,"word_freq_000" ,"word_freq_money" ,"word_freq_hp" ,"word_freq_hpl" ,"word_freq_george" ,"word_freq_650" ,"word_freq_lab" ,"word_freq_labs" ,"word_freq_telnet" ,"word_freq_857" ,"word_freq_data" ,"word_freq_415" ,"word_freq_85" ,"word_freq_technology" ,"word_freq_1999" ,"word_freq_parts" ,"word_freq_pm" ,"word_freq_direct" ,"word_freq_cs" ,"word_freq_meeting" ,"word_freq_original" ,"word_freq_project" ,"word_freq_re" ,"word_freq_edu" ,"word_freq_table" ,"word_freq_conference" ,"char_freq_semicolon" ,"char_freq_openbracket","char_freq_openboxbracket" ,"char_freq_exclamation" ,"char_freq_dollar" ,"char_freq_hash" ,"capital_run_length_average" ,"capital_run_length_longest" ,"capital_run_length_total" ,"status")
dfrSpamDataset$status <- as.factor(dfrSpamDataset$status)
head(dfrSpamDataset)
##   word_freq_make word_freq_address word_freq_all word_freq_3d
## 1           0.00              0.64          0.64            0
## 2           0.21              0.28          0.50            0
## 3           0.06              0.00          0.71            0
## 4           0.00              0.00          0.00            0
## 5           0.00              0.00          0.00            0
## 6           0.00              0.00          0.00            0
##   word_freq_our word_freq_over word_freq_remove word_freq_internet
## 1          0.32           0.00             0.00               0.00
## 2          0.14           0.28             0.21               0.07
## 3          1.23           0.19             0.19               0.12
## 4          0.63           0.00             0.31               0.63
## 5          0.63           0.00             0.31               0.63
## 6          1.85           0.00             0.00               1.85
##   word_freq_order word_freq_mail word_freq_receive word_freq_will
## 1            0.00           0.00              0.00           0.64
## 2            0.00           0.94              0.21           0.79
## 3            0.64           0.25              0.38           0.45
## 4            0.31           0.63              0.31           0.31
## 5            0.31           0.63              0.31           0.31
## 6            0.00           0.00              0.00           0.00
##   word_freq_people word_freq_report word_freq_addresses word_freq_free
## 1             0.00             0.00                0.00           0.32
## 2             0.65             0.21                0.14           0.14
## 3             0.12             0.00                1.75           0.06
## 4             0.31             0.00                0.00           0.31
## 5             0.31             0.00                0.00           0.31
## 6             0.00             0.00                0.00           0.00
##   word_freq_business word_freq_email word_freq_you word_freq_credit
## 1               0.00            1.29          1.93             0.00
## 2               0.07            0.28          3.47             0.00
## 3               0.06            1.03          1.36             0.32
## 4               0.00            0.00          3.18             0.00
## 5               0.00            0.00          3.18             0.00
## 6               0.00            0.00          0.00             0.00
##   word_freq_your word_freq_font word_freq_000 word_freq_money word_freq_hp
## 1           0.96              0          0.00            0.00            0
## 2           1.59              0          0.43            0.43            0
## 3           0.51              0          1.16            0.06            0
## 4           0.31              0          0.00            0.00            0
## 5           0.31              0          0.00            0.00            0
## 6           0.00              0          0.00            0.00            0
##   word_freq_hpl word_freq_george word_freq_650 word_freq_lab
## 1             0                0             0             0
## 2             0                0             0             0
## 3             0                0             0             0
## 4             0                0             0             0
## 5             0                0             0             0
## 6             0                0             0             0
##   word_freq_labs word_freq_telnet word_freq_857 word_freq_data
## 1              0                0             0              0
## 2              0                0             0              0
## 3              0                0             0              0
## 4              0                0             0              0
## 5              0                0             0              0
## 6              0                0             0              0
##   word_freq_415 word_freq_85 word_freq_technology word_freq_1999
## 1             0            0                    0           0.00
## 2             0            0                    0           0.07
## 3             0            0                    0           0.00
## 4             0            0                    0           0.00
## 5             0            0                    0           0.00
## 6             0            0                    0           0.00
##   word_freq_parts word_freq_pm word_freq_direct word_freq_cs
## 1               0            0             0.00            0
## 2               0            0             0.00            0
## 3               0            0             0.06            0
## 4               0            0             0.00            0
## 5               0            0             0.00            0
## 6               0            0             0.00            0
##   word_freq_meeting word_freq_original word_freq_project word_freq_re
## 1                 0               0.00                 0         0.00
## 2                 0               0.00                 0         0.00
## 3                 0               0.12                 0         0.06
## 4                 0               0.00                 0         0.00
## 5                 0               0.00                 0         0.00
## 6                 0               0.00                 0         0.00
##   word_freq_edu word_freq_table word_freq_conference char_freq_semicolon
## 1          0.00               0                    0                0.00
## 2          0.00               0                    0                0.00
## 3          0.06               0                    0                0.01
## 4          0.00               0                    0                0.00
## 5          0.00               0                    0                0.00
## 6          0.00               0                    0                0.00
##   char_freq_openbracket char_freq_openboxbracket char_freq_exclamation
## 1                 0.000                        0                 0.778
## 2                 0.132                        0                 0.372
## 3                 0.143                        0                 0.276
## 4                 0.137                        0                 0.137
## 5                 0.135                        0                 0.135
## 6                 0.223                        0                 0.000
##   char_freq_dollar char_freq_hash capital_run_length_average
## 1            0.000          0.000                      3.756
## 2            0.180          0.048                      5.114
## 3            0.184          0.010                      9.821
## 4            0.000          0.000                      3.537
## 5            0.000          0.000                      3.537
## 6            0.000          0.000                      3.000
##   capital_run_length_longest capital_run_length_total status
## 1                         61                      278      1
## 2                        101                     1028      1
## 3                        485                     2259      1
## 4                         40                      191      1
## 5                         40                      191      1
## 6                         15                       54      1

Missing Data

lapply(dfrSpamDataset, FUN=detectNA)
## $word_freq_make
## [1] 0
## 
## $word_freq_address
## [1] 0
## 
## $word_freq_all
## [1] 0
## 
## $word_freq_3d
## [1] 0
## 
## $word_freq_our
## [1] 0
## 
## $word_freq_over
## [1] 0
## 
## $word_freq_remove
## [1] 0
## 
## $word_freq_internet
## [1] 0
## 
## $word_freq_order
## [1] 0
## 
## $word_freq_mail
## [1] 0
## 
## $word_freq_receive
## [1] 0
## 
## $word_freq_will
## [1] 0
## 
## $word_freq_people
## [1] 0
## 
## $word_freq_report
## [1] 0
## 
## $word_freq_addresses
## [1] 0
## 
## $word_freq_free
## [1] 0
## 
## $word_freq_business
## [1] 0
## 
## $word_freq_email
## [1] 0
## 
## $word_freq_you
## [1] 0
## 
## $word_freq_credit
## [1] 0
## 
## $word_freq_your
## [1] 0
## 
## $word_freq_font
## [1] 0
## 
## $word_freq_000
## [1] 0
## 
## $word_freq_money
## [1] 0
## 
## $word_freq_hp
## [1] 0
## 
## $word_freq_hpl
## [1] 0
## 
## $word_freq_george
## [1] 0
## 
## $word_freq_650
## [1] 0
## 
## $word_freq_lab
## [1] 0
## 
## $word_freq_labs
## [1] 0
## 
## $word_freq_telnet
## [1] 0
## 
## $word_freq_857
## [1] 0
## 
## $word_freq_data
## [1] 0
## 
## $word_freq_415
## [1] 0
## 
## $word_freq_85
## [1] 0
## 
## $word_freq_technology
## [1] 0
## 
## $word_freq_1999
## [1] 0
## 
## $word_freq_parts
## [1] 0
## 
## $word_freq_pm
## [1] 0
## 
## $word_freq_direct
## [1] 0
## 
## $word_freq_cs
## [1] 0
## 
## $word_freq_meeting
## [1] 0
## 
## $word_freq_original
## [1] 0
## 
## $word_freq_project
## [1] 0
## 
## $word_freq_re
## [1] 0
## 
## $word_freq_edu
## [1] 0
## 
## $word_freq_table
## [1] 0
## 
## $word_freq_conference
## [1] 0
## 
## $char_freq_semicolon
## [1] 0
## 
## $char_freq_openbracket
## [1] 0
## 
## $char_freq_openboxbracket
## [1] 0
## 
## $char_freq_exclamation
## [1] 0
## 
## $char_freq_dollar
## [1] 0
## 
## $char_freq_hash
## [1] 0
## 
## $capital_run_length_average
## [1] 0
## 
## $capital_run_length_longest
## [1] 0
## 
## $capital_run_length_total
## [1] 0
## 
## $status
## [1] 0

Result
Therefore we see there are no missing values in the dataset provided.

Dataframe Stucture

str(dfrSpamDataset)
## 'data.frame':    4601 obs. of  58 variables:
##  $ word_freq_make            : num  0 0.21 0.06 0 0 0 0 0 0.15 0.06 ...
##  $ word_freq_address         : num  0.64 0.28 0 0 0 0 0 0 0 0.12 ...
##  $ word_freq_all             : num  0.64 0.5 0.71 0 0 0 0 0 0.46 0.77 ...
##  $ word_freq_3d              : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ word_freq_our             : num  0.32 0.14 1.23 0.63 0.63 1.85 1.92 1.88 0.61 0.19 ...
##  $ word_freq_over            : num  0 0.28 0.19 0 0 0 0 0 0 0.32 ...
##  $ word_freq_remove          : num  0 0.21 0.19 0.31 0.31 0 0 0 0.3 0.38 ...
##  $ word_freq_internet        : num  0 0.07 0.12 0.63 0.63 1.85 0 1.88 0 0 ...
##  $ word_freq_order           : num  0 0 0.64 0.31 0.31 0 0 0 0.92 0.06 ...
##  $ word_freq_mail            : num  0 0.94 0.25 0.63 0.63 0 0.64 0 0.76 0 ...
##  $ word_freq_receive         : num  0 0.21 0.38 0.31 0.31 0 0.96 0 0.76 0 ...
##  $ word_freq_will            : num  0.64 0.79 0.45 0.31 0.31 0 1.28 0 0.92 0.64 ...
##  $ word_freq_people          : num  0 0.65 0.12 0.31 0.31 0 0 0 0 0.25 ...
##  $ word_freq_report          : num  0 0.21 0 0 0 0 0 0 0 0 ...
##  $ word_freq_addresses       : num  0 0.14 1.75 0 0 0 0 0 0 0.12 ...
##  $ word_freq_free            : num  0.32 0.14 0.06 0.31 0.31 0 0.96 0 0 0 ...
##  $ word_freq_business        : num  0 0.07 0.06 0 0 0 0 0 0 0 ...
##  $ word_freq_email           : num  1.29 0.28 1.03 0 0 0 0.32 0 0.15 0.12 ...
##  $ word_freq_you             : num  1.93 3.47 1.36 3.18 3.18 0 3.85 0 1.23 1.67 ...
##  $ word_freq_credit          : num  0 0 0.32 0 0 0 0 0 3.53 0.06 ...
##  $ word_freq_your            : num  0.96 1.59 0.51 0.31 0.31 0 0.64 0 2 0.71 ...
##  $ word_freq_font            : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ word_freq_000             : num  0 0.43 1.16 0 0 0 0 0 0 0.19 ...
##  $ word_freq_money           : num  0 0.43 0.06 0 0 0 0 0 0.15 0 ...
##  $ word_freq_hp              : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ word_freq_hpl             : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ word_freq_george          : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ word_freq_650             : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ word_freq_lab             : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ word_freq_labs            : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ word_freq_telnet          : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ word_freq_857             : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ word_freq_data            : num  0 0 0 0 0 0 0 0 0.15 0 ...
##  $ word_freq_415             : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ word_freq_85              : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ word_freq_technology      : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ word_freq_1999            : num  0 0.07 0 0 0 0 0 0 0 0 ...
##  $ word_freq_parts           : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ word_freq_pm              : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ word_freq_direct          : num  0 0 0.06 0 0 0 0 0 0 0 ...
##  $ word_freq_cs              : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ word_freq_meeting         : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ word_freq_original        : num  0 0 0.12 0 0 0 0 0 0.3 0 ...
##  $ word_freq_project         : num  0 0 0 0 0 0 0 0 0 0.06 ...
##  $ word_freq_re              : num  0 0 0.06 0 0 0 0 0 0 0 ...
##  $ word_freq_edu             : num  0 0 0.06 0 0 0 0 0 0 0 ...
##  $ word_freq_table           : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ word_freq_conference      : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ char_freq_semicolon       : num  0 0 0.01 0 0 0 0 0 0 0.04 ...
##  $ char_freq_openbracket     : num  0 0.132 0.143 0.137 0.135 0.223 0.054 0.206 0.271 0.03 ...
##  $ char_freq_openboxbracket  : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ char_freq_exclamation     : num  0.778 0.372 0.276 0.137 0.135 0 0.164 0 0.181 0.244 ...
##  $ char_freq_dollar          : num  0 0.18 0.184 0 0 0 0.054 0 0.203 0.081 ...
##  $ char_freq_hash            : num  0 0.048 0.01 0 0 0 0 0 0.022 0 ...
##  $ capital_run_length_average: num  3.76 5.11 9.82 3.54 3.54 ...
##  $ capital_run_length_longest: int  61 101 485 40 40 15 4 11 445 43 ...
##  $ capital_run_length_total  : int  278 1028 2259 191 191 54 112 49 1257 749 ...
##  $ status                    : Factor w/ 2 levels "0","1": 2 2 2 2 2 2 2 2 2 2 ...

Dataframe Summary

lapply(dfrSpamDataset, FUN=summary)
## $word_freq_make
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.0000  0.0000  0.0000  0.1046  0.0000  4.5400 
## 
## $word_freq_address
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##   0.000   0.000   0.000   0.213   0.000  14.280 
## 
## $word_freq_all
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.0000  0.0000  0.0000  0.2807  0.4200  5.1000 
## 
## $word_freq_3d
##     Min.  1st Qu.   Median     Mean  3rd Qu.     Max. 
##  0.00000  0.00000  0.00000  0.06542  0.00000 42.81000 
## 
## $word_freq_our
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.0000  0.0000  0.0000  0.3122  0.3800 10.0000 
## 
## $word_freq_over
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.0000  0.0000  0.0000  0.0959  0.0000  5.8800 
## 
## $word_freq_remove
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.0000  0.0000  0.0000  0.1142  0.0000  7.2700 
## 
## $word_freq_internet
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.0000  0.0000  0.0000  0.1053  0.0000 11.1100 
## 
## $word_freq_order
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
## 0.00000 0.00000 0.00000 0.09007 0.00000 5.26000 
## 
## $word_freq_mail
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.0000  0.0000  0.0000  0.2394  0.1600 18.1800 
## 
## $word_freq_receive
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
## 0.00000 0.00000 0.00000 0.05982 0.00000 2.61000 
## 
## $word_freq_will
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.0000  0.0000  0.1000  0.5417  0.8000  9.6700 
## 
## $word_freq_people
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
## 0.00000 0.00000 0.00000 0.09393 0.00000 5.55000 
## 
## $word_freq_report
##     Min.  1st Qu.   Median     Mean  3rd Qu.     Max. 
##  0.00000  0.00000  0.00000  0.05863  0.00000 10.00000 
## 
## $word_freq_addresses
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.0000  0.0000  0.0000  0.0492  0.0000  4.4100 
## 
## $word_freq_free
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.0000  0.0000  0.0000  0.2488  0.1000 20.0000 
## 
## $word_freq_business
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.0000  0.0000  0.0000  0.1426  0.0000  7.1400 
## 
## $word_freq_email
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.0000  0.0000  0.0000  0.1847  0.0000  9.0900 
## 
## $word_freq_you
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##   0.000   0.000   1.310   1.662   2.640  18.750 
## 
## $word_freq_credit
##     Min.  1st Qu.   Median     Mean  3rd Qu.     Max. 
##  0.00000  0.00000  0.00000  0.08558  0.00000 18.18000 
## 
## $word_freq_your
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.0000  0.0000  0.2200  0.8098  1.2700 11.1100 
## 
## $word_freq_font
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.0000  0.0000  0.0000  0.1212  0.0000 17.1000 
## 
## $word_freq_000
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.0000  0.0000  0.0000  0.1016  0.0000  5.4500 
## 
## $word_freq_money
##     Min.  1st Qu.   Median     Mean  3rd Qu.     Max. 
##  0.00000  0.00000  0.00000  0.09427  0.00000 12.50000 
## 
## $word_freq_hp
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.0000  0.0000  0.0000  0.5495  0.0000 20.8300 
## 
## $word_freq_hpl
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.0000  0.0000  0.0000  0.2654  0.0000 16.6600 
## 
## $word_freq_george
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.0000  0.0000  0.0000  0.7673  0.0000 33.3300 
## 
## $word_freq_650
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.0000  0.0000  0.0000  0.1248  0.0000  9.0900 
## 
## $word_freq_lab
##     Min.  1st Qu.   Median     Mean  3rd Qu.     Max. 
##  0.00000  0.00000  0.00000  0.09892  0.00000 14.28000 
## 
## $word_freq_labs
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.0000  0.0000  0.0000  0.1029  0.0000  5.8800 
## 
## $word_freq_telnet
##     Min.  1st Qu.   Median     Mean  3rd Qu.     Max. 
##  0.00000  0.00000  0.00000  0.06475  0.00000 12.50000 
## 
## $word_freq_857
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
## 0.00000 0.00000 0.00000 0.04705 0.00000 4.76000 
## 
## $word_freq_data
##     Min.  1st Qu.   Median     Mean  3rd Qu.     Max. 
##  0.00000  0.00000  0.00000  0.09723  0.00000 18.18000 
## 
## $word_freq_415
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
## 0.00000 0.00000 0.00000 0.04784 0.00000 4.76000 
## 
## $word_freq_85
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.0000  0.0000  0.0000  0.1054  0.0000 20.0000 
## 
## $word_freq_technology
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
## 0.00000 0.00000 0.00000 0.09748 0.00000 7.69000 
## 
## $word_freq_1999
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##   0.000   0.000   0.000   0.137   0.000   6.890 
## 
## $word_freq_parts
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.0000  0.0000  0.0000  0.0132  0.0000  8.3300 
## 
## $word_freq_pm
##     Min.  1st Qu.   Median     Mean  3rd Qu.     Max. 
##  0.00000  0.00000  0.00000  0.07863  0.00000 11.11000 
## 
## $word_freq_direct
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
## 0.00000 0.00000 0.00000 0.06483 0.00000 4.76000 
## 
## $word_freq_cs
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
## 0.00000 0.00000 0.00000 0.04367 0.00000 7.14000 
## 
## $word_freq_meeting
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.0000  0.0000  0.0000  0.1323  0.0000 14.2800 
## 
## $word_freq_original
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.0000  0.0000  0.0000  0.0461  0.0000  3.5700 
## 
## $word_freq_project
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.0000  0.0000  0.0000  0.0792  0.0000 20.0000 
## 
## $word_freq_re
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.0000  0.0000  0.0000  0.3012  0.1100 21.4200 
## 
## $word_freq_edu
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.0000  0.0000  0.0000  0.1798  0.0000 22.0500 
## 
## $word_freq_table
##     Min.  1st Qu.   Median     Mean  3rd Qu.     Max. 
## 0.000000 0.000000 0.000000 0.005444 0.000000 2.170000 
## 
## $word_freq_conference
##     Min.  1st Qu.   Median     Mean  3rd Qu.     Max. 
##  0.00000  0.00000  0.00000  0.03187  0.00000 10.00000 
## 
## $char_freq_semicolon
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
## 0.00000 0.00000 0.00000 0.03857 0.00000 4.38500 
## 
## $char_freq_openbracket
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##   0.000   0.000   0.065   0.139   0.188   9.752 
## 
## $char_freq_openboxbracket
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
## 0.00000 0.00000 0.00000 0.01698 0.00000 4.08100 
## 
## $char_freq_exclamation
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.0000  0.0000  0.0000  0.2691  0.3150 32.4800 
## 
## $char_freq_dollar
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
## 0.00000 0.00000 0.00000 0.07581 0.05200 6.00300 
## 
## $char_freq_hash
##     Min.  1st Qu.   Median     Mean  3rd Qu.     Max. 
##  0.00000  0.00000  0.00000  0.04424  0.00000 19.83000 
## 
## $capital_run_length_average
##     Min.  1st Qu.   Median     Mean  3rd Qu.     Max. 
##    1.000    1.588    2.276    5.192    3.706 1102.000 
## 
## $capital_run_length_longest
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##    1.00    6.00   15.00   52.17   43.00 9989.00 
## 
## $capital_run_length_total
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##     1.0    35.0    95.0   283.3   266.0 15840.0 
## 
## $status
##    0    1 
## 2788 1813

Check output

dfrQltyFreq <- summarise(group_by(dfrSpamDataset, status), count=n())
# boxplot of mpg by car cylinders
ggplot(dfrQltyFreq, aes(x=status, y=count)) +
    geom_bar(stat="identity", aes(fill=count)) +
    labs(title="Spam mail status Frequency Distribution") +
    labs(x="Status") +
    labs(y="Counts")

Observations
1. We see that the data has more of No Spam mails.

Find Corelations

## find correlations
vcnCorsData <- abs(sapply(colnames(dfrSpamDataset), detectCor))
summary(vcnCorsData)
##     Min.  1st Qu.   Median     Mean  3rd Qu.     Max. 
## 0.002525 0.148800 0.253300 0.276900 0.354700 1.000000

Show Corelations

vcnCorsData
##             word_freq_make          word_freq_address 
##                 0.24069974                 0.29750940 
##              word_freq_all               word_freq_3d 
##                 0.33283147                 0.09077776 
##              word_freq_our             word_freq_over 
##                 0.40913946                 0.31864550 
##           word_freq_remove         word_freq_internet 
##                 0.51877779                 0.34379623 
##            word_freq_order             word_freq_mail 
##                 0.30073703                 0.29682394 
##          word_freq_receive             word_freq_will 
##                 0.35496682                 0.14847653 
##           word_freq_people           word_freq_report 
##                 0.21287588                 0.14977533 
##        word_freq_addresses             word_freq_free 
##                 0.26515743                 0.50416922 
##         word_freq_business            word_freq_email 
##                 0.35290749                 0.29909391 
##              word_freq_you           word_freq_credit 
##                 0.36110406                 0.32418657 
##             word_freq_your             word_freq_font 
##                 0.50159062                 0.13797471 
##              word_freq_000            word_freq_money 
##                 0.42580256                 0.47215455 
##               word_freq_hp              word_freq_hpl 
##                 0.39981558                 0.34188069 
##           word_freq_george              word_freq_650 
##                 0.35393063                 0.22619064 
##              word_freq_lab             word_freq_labs 
##                 0.22068802                 0.24580530 
##           word_freq_telnet              word_freq_857 
##                 0.20467400                 0.16983798 
##             word_freq_data              word_freq_415 
##                 0.15756347                 0.15802818 
##               word_freq_85       word_freq_technology 
##                 0.21413087                 0.16680254 
##             word_freq_1999            word_freq_parts 
##                 0.26070752                 0.00252536 
##               word_freq_pm           word_freq_direct 
##                 0.14721389                 0.02813193 
##               word_freq_cs          word_freq_meeting 
##                 0.14453750                 0.19574176 
##         word_freq_original          word_freq_project 
##                 0.10781412                 0.14453744 
##               word_freq_re              word_freq_edu 
##                 0.07176763                 0.19702549 
##            word_freq_table       word_freq_conference 
##                 0.02266674                 0.13903044 
##        char_freq_semicolon      char_freq_openbracket 
##                 0.05683530                 0.03263555 
##   char_freq_openboxbracket      char_freq_exclamation 
##                 0.11122690                 0.59785363 
##           char_freq_dollar             char_freq_hash 
##                 0.56563314                 0.26668614 
## capital_run_length_average capital_run_length_longest 
##                 0.48794983                 0.51515693 
##   capital_run_length_total                     status 
##                 0.44397367                 1.00000000

Plot Corelations

corrgram(dfrSpamDataset)

High Corelations

vcnCorsData[vcnCorsData>0.8]
## status 
##      1

Observations
1. We see that the high correlation for the dependent variable exist only with itself.

Dataset Split

set.seed(707)
vctTrnRecs <- createDataPartition(y=dfrSpamDataset$status, p=0.8, list=FALSE)
dfrSpamTrnData <- dfrSpamDataset[vctTrnRecs,]
dfrSpamTstData <- dfrSpamDataset[-vctTrnRecs,]

Training Dataset RowCount & ColCount

dim(dfrSpamTrnData)
## [1] 3682   58

Testing Dataset RowCount & ColCount

dim(dfrSpamTstData)
## [1] 919  58

Training Dataset Head

head(dfrSpamTrnData)
##   word_freq_make word_freq_address word_freq_all word_freq_3d
## 1           0.00              0.64          0.64            0
## 2           0.21              0.28          0.50            0
## 6           0.00              0.00          0.00            0
## 7           0.00              0.00          0.00            0
## 8           0.00              0.00          0.00            0
## 9           0.15              0.00          0.46            0
##   word_freq_our word_freq_over word_freq_remove word_freq_internet
## 1          0.32           0.00             0.00               0.00
## 2          0.14           0.28             0.21               0.07
## 6          1.85           0.00             0.00               1.85
## 7          1.92           0.00             0.00               0.00
## 8          1.88           0.00             0.00               1.88
## 9          0.61           0.00             0.30               0.00
##   word_freq_order word_freq_mail word_freq_receive word_freq_will
## 1            0.00           0.00              0.00           0.64
## 2            0.00           0.94              0.21           0.79
## 6            0.00           0.00              0.00           0.00
## 7            0.00           0.64              0.96           1.28
## 8            0.00           0.00              0.00           0.00
## 9            0.92           0.76              0.76           0.92
##   word_freq_people word_freq_report word_freq_addresses word_freq_free
## 1             0.00             0.00                0.00           0.32
## 2             0.65             0.21                0.14           0.14
## 6             0.00             0.00                0.00           0.00
## 7             0.00             0.00                0.00           0.96
## 8             0.00             0.00                0.00           0.00
## 9             0.00             0.00                0.00           0.00
##   word_freq_business word_freq_email word_freq_you word_freq_credit
## 1               0.00            1.29          1.93             0.00
## 2               0.07            0.28          3.47             0.00
## 6               0.00            0.00          0.00             0.00
## 7               0.00            0.32          3.85             0.00
## 8               0.00            0.00          0.00             0.00
## 9               0.00            0.15          1.23             3.53
##   word_freq_your word_freq_font word_freq_000 word_freq_money word_freq_hp
## 1           0.96              0          0.00            0.00            0
## 2           1.59              0          0.43            0.43            0
## 6           0.00              0          0.00            0.00            0
## 7           0.64              0          0.00            0.00            0
## 8           0.00              0          0.00            0.00            0
## 9           2.00              0          0.00            0.15            0
##   word_freq_hpl word_freq_george word_freq_650 word_freq_lab
## 1             0                0             0             0
## 2             0                0             0             0
## 6             0                0             0             0
## 7             0                0             0             0
## 8             0                0             0             0
## 9             0                0             0             0
##   word_freq_labs word_freq_telnet word_freq_857 word_freq_data
## 1              0                0             0           0.00
## 2              0                0             0           0.00
## 6              0                0             0           0.00
## 7              0                0             0           0.00
## 8              0                0             0           0.00
## 9              0                0             0           0.15
##   word_freq_415 word_freq_85 word_freq_technology word_freq_1999
## 1             0            0                    0           0.00
## 2             0            0                    0           0.07
## 6             0            0                    0           0.00
## 7             0            0                    0           0.00
## 8             0            0                    0           0.00
## 9             0            0                    0           0.00
##   word_freq_parts word_freq_pm word_freq_direct word_freq_cs
## 1               0            0                0            0
## 2               0            0                0            0
## 6               0            0                0            0
## 7               0            0                0            0
## 8               0            0                0            0
## 9               0            0                0            0
##   word_freq_meeting word_freq_original word_freq_project word_freq_re
## 1                 0                0.0                 0            0
## 2                 0                0.0                 0            0
## 6                 0                0.0                 0            0
## 7                 0                0.0                 0            0
## 8                 0                0.0                 0            0
## 9                 0                0.3                 0            0
##   word_freq_edu word_freq_table word_freq_conference char_freq_semicolon
## 1             0               0                    0                   0
## 2             0               0                    0                   0
## 6             0               0                    0                   0
## 7             0               0                    0                   0
## 8             0               0                    0                   0
## 9             0               0                    0                   0
##   char_freq_openbracket char_freq_openboxbracket char_freq_exclamation
## 1                 0.000                        0                 0.778
## 2                 0.132                        0                 0.372
## 6                 0.223                        0                 0.000
## 7                 0.054                        0                 0.164
## 8                 0.206                        0                 0.000
## 9                 0.271                        0                 0.181
##   char_freq_dollar char_freq_hash capital_run_length_average
## 1            0.000          0.000                      3.756
## 2            0.180          0.048                      5.114
## 6            0.000          0.000                      3.000
## 7            0.054          0.000                      1.671
## 8            0.000          0.000                      2.450
## 9            0.203          0.022                      9.744
##   capital_run_length_longest capital_run_length_total status
## 1                         61                      278      1
## 2                        101                     1028      1
## 6                         15                       54      1
## 7                          4                      112      1
## 8                         11                       49      1
## 9                        445                     1257      1

Testing Dataset Head

head(dfrSpamTstData)
##    word_freq_make word_freq_address word_freq_all word_freq_3d
## 3            0.06              0.00          0.71            0
## 4            0.00              0.00          0.00            0
## 5            0.00              0.00          0.00            0
## 13           0.00              0.69          0.34            0
## 14           0.00              0.00          0.00            0
## 23           0.00              0.00          0.00            0
##    word_freq_our word_freq_over word_freq_remove word_freq_internet
## 3           1.23           0.19             0.19               0.12
## 4           0.63           0.00             0.31               0.63
## 5           0.63           0.00             0.31               0.63
## 13          0.34           0.00             0.00               0.00
## 14          0.90           0.00             0.90               0.00
## 23          2.94           0.00             0.00               0.00
##    word_freq_order word_freq_mail word_freq_receive word_freq_will
## 3             0.64           0.25              0.38           0.45
## 4             0.31           0.63              0.31           0.31
## 5             0.31           0.63              0.31           0.31
## 13            0.00           0.00              0.00           0.69
## 14            0.00           0.90              0.90           0.00
## 23            0.00           0.00              0.00           0.00
##    word_freq_people word_freq_report word_freq_addresses word_freq_free
## 3              0.12                0                1.75           0.06
## 4              0.31                0                0.00           0.31
## 5              0.31                0                0.00           0.31
## 13             0.00                0                0.00           0.34
## 14             0.90                0                0.00           0.00
## 23             0.00                0                0.00           2.94
##    word_freq_business word_freq_email word_freq_you word_freq_credit
## 3                0.06            1.03          1.36             0.32
## 4                0.00            0.00          3.18             0.00
## 5                0.00            0.00          3.18             0.00
## 13               0.00            1.39          2.09             0.00
## 14               0.00            0.00          2.72             0.00
## 23               0.00            0.00          0.00             0.00
##    word_freq_your word_freq_font word_freq_000 word_freq_money
## 3            0.51              0          1.16            0.06
## 4            0.31              0          0.00            0.00
## 5            0.31              0          0.00            0.00
## 13           1.04              0          0.00            0.00
## 14           0.90              0          0.00            0.00
## 23           0.00              0          0.00            0.00
##    word_freq_hp word_freq_hpl word_freq_george word_freq_650 word_freq_lab
## 3             0             0                0             0             0
## 4             0             0                0             0             0
## 5             0             0                0             0             0
## 13            0             0                0             0             0
## 14            0             0                0             0             0
## 23            0             0                0             0             0
##    word_freq_labs word_freq_telnet word_freq_857 word_freq_data
## 3               0                0             0              0
## 4               0                0             0              0
## 5               0                0             0              0
## 13              0                0             0              0
## 14              0                0             0              0
## 23              0                0             0              0
##    word_freq_415 word_freq_85 word_freq_technology word_freq_1999
## 3              0            0                    0              0
## 4              0            0                    0              0
## 5              0            0                    0              0
## 13             0            0                    0              0
## 14             0            0                    0              0
## 23             0            0                    0              0
##    word_freq_parts word_freq_pm word_freq_direct word_freq_cs
## 3                0            0             0.06            0
## 4                0            0             0.00            0
## 5                0            0             0.00            0
## 13               0            0             0.00            0
## 14               0            0             0.00            0
## 23               0            0             0.00            0
##    word_freq_meeting word_freq_original word_freq_project word_freq_re
## 3                  0               0.12                 0         0.06
## 4                  0               0.00                 0         0.00
## 5                  0               0.00                 0         0.00
## 13                 0               0.00                 0         0.00
## 14                 0               0.00                 0         0.00
## 23                 0               0.00                 0         0.00
##    word_freq_edu word_freq_table word_freq_conference char_freq_semicolon
## 3           0.06               0                    0               0.010
## 4           0.00               0                    0               0.000
## 5           0.00               0                    0               0.000
## 13          0.00               0                    0               0.000
## 14          0.00               0                    0               0.000
## 23          0.00               0                    0               0.404
##    char_freq_openbracket char_freq_openboxbracket char_freq_exclamation
## 3                  0.143                        0                 0.276
## 4                  0.137                        0                 0.137
## 5                  0.135                        0                 0.135
## 13                 0.056                        0                 0.786
## 14                 0.000                        0                 0.000
## 23                 0.404                        0                 0.809
##    char_freq_dollar char_freq_hash capital_run_length_average
## 3             0.184           0.01                      9.821
## 4             0.000           0.00                      3.537
## 5             0.000           0.00                      3.537
## 13            0.000           0.00                      3.728
## 14            0.000           0.00                      2.083
## 23            0.000           0.00                      4.857
##    capital_run_length_longest capital_run_length_total status
## 3                         485                     2259      1
## 4                          40                      191      1
## 5                          40                      191      1
## 13                         61                      261      1
## 14                          7                       25      1
## 23                         12                       34      1

Training Dataset Summary

lapply(dfrSpamTrnData, FUN=summary)
## $word_freq_make
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.0000  0.0000  0.0000  0.1068  0.0000  4.3400 
## 
## $word_freq_address
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.0000  0.0000  0.0000  0.2149  0.0000 14.2800 
## 
## $word_freq_all
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.0000  0.0000  0.0000  0.2828  0.4200  5.1000 
## 
## $word_freq_3d
##     Min.  1st Qu.   Median     Mean  3rd Qu.     Max. 
##  0.00000  0.00000  0.00000  0.06731  0.00000 42.81000 
## 
## $word_freq_our
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.0000  0.0000  0.0000  0.3125  0.3800 10.0000 
## 
## $word_freq_over
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
## 0.00000 0.00000 0.00000 0.09717 0.00000 5.88000 
## 
## $word_freq_remove
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.0000  0.0000  0.0000  0.1178  0.0000  7.2700 
## 
## $word_freq_internet
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.0000  0.0000  0.0000  0.1048  0.0000  6.0600 
## 
## $word_freq_order
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
## 0.00000 0.00000 0.00000 0.09014 0.00000 3.33000 
## 
## $word_freq_mail
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##   0.000   0.000   0.000   0.229   0.140  11.110 
## 
## $word_freq_receive
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
## 0.00000 0.00000 0.00000 0.06156 0.00000 2.61000 
## 
## $word_freq_will
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.0000  0.0000  0.1200  0.5519  0.8000  9.6700 
## 
## $word_freq_people
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
## 0.00000 0.00000 0.00000 0.09498 0.00000 5.55000 
## 
## $word_freq_report
##     Min.  1st Qu.   Median     Mean  3rd Qu.     Max. 
##  0.00000  0.00000  0.00000  0.06067  0.00000 10.00000 
## 
## $word_freq_addresses
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
## 0.00000 0.00000 0.00000 0.04662 0.00000 4.41000 
## 
## $word_freq_free
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.0000  0.0000  0.0000  0.2533  0.1000 20.0000 
## 
## $word_freq_business
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.0000  0.0000  0.0000  0.1436  0.0000  7.1400 
## 
## $word_freq_email
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.0000  0.0000  0.0000  0.1788  0.0000  6.6600 
## 
## $word_freq_you
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##   0.000   0.000   1.300   1.671   2.650  18.750 
## 
## $word_freq_credit
##     Min.  1st Qu.   Median     Mean  3rd Qu.     Max. 
##  0.00000  0.00000  0.00000  0.08922  0.00000 18.18000 
## 
## $word_freq_your
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.0000  0.0000  0.1900  0.8071  1.2800 10.7100 
## 
## $word_freq_font
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.0000  0.0000  0.0000  0.1231  0.0000 17.1000 
## 
## $word_freq_000
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.0000  0.0000  0.0000  0.1018  0.0000  5.4500 
## 
## $word_freq_money
##     Min.  1st Qu.   Median     Mean  3rd Qu.     Max. 
##  0.00000  0.00000  0.00000  0.09628  0.00000 12.50000 
## 
## $word_freq_hp
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.0000  0.0000  0.0000  0.5557  0.0000 20.8300 
## 
## $word_freq_hpl
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.0000  0.0000  0.0000  0.2683  0.0000 16.6600 
## 
## $word_freq_george
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.0000  0.0000  0.0000  0.7617  0.0000 33.3300 
## 
## $word_freq_650
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.0000  0.0000  0.0000  0.1215  0.0000  5.8800 
## 
## $word_freq_lab
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.0000  0.0000  0.0000  0.1063  0.0000 14.2800 
## 
## $word_freq_labs
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.0000  0.0000  0.0000  0.1066  0.0000  5.8800 
## 
## $word_freq_telnet
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
## 0.00000 0.00000 0.00000 0.06621 0.00000 4.76000 
## 
## $word_freq_857
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.0000  0.0000  0.0000  0.0508  0.0000  4.7600 
## 
## $word_freq_data
##     Min.  1st Qu.   Median     Mean  3rd Qu.     Max. 
##  0.00000  0.00000  0.00000  0.09997  0.00000 18.18000 
## 
## $word_freq_415
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
## 0.00000 0.00000 0.00000 0.05179 0.00000 4.76000 
## 
## $word_freq_85
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.0000  0.0000  0.0000  0.1079  0.0000 20.0000 
## 
## $word_freq_technology
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.0000  0.0000  0.0000  0.1011  0.0000  7.6900 
## 
## $word_freq_1999
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##   0.000   0.000   0.000   0.136   0.000   6.890 
## 
## $word_freq_parts
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
## 0.00000 0.00000 0.00000 0.01449 0.00000 8.33000 
## 
## $word_freq_pm
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
## 0.00000 0.00000 0.00000 0.07446 0.00000 9.75000 
## 
## $word_freq_direct
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
## 0.00000 0.00000 0.00000 0.06766 0.00000 4.76000 
## 
## $word_freq_cs
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
## 0.00000 0.00000 0.00000 0.04687 0.00000 7.14000 
## 
## $word_freq_meeting
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##   0.000   0.000   0.000   0.144   0.000  14.280 
## 
## $word_freq_original
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
## 0.00000 0.00000 0.00000 0.04646 0.00000 3.57000 
## 
## $word_freq_project
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.0000  0.0000  0.0000  0.0761  0.0000 20.0000 
## 
## $word_freq_re
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.0000  0.0000  0.0000  0.2919  0.1000 20.0000 
## 
## $word_freq_edu
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.0000  0.0000  0.0000  0.1773  0.0000 16.7000 
## 
## $word_freq_table
##     Min.  1st Qu.   Median     Mean  3rd Qu.     Max. 
## 0.000000 0.000000 0.000000 0.005185 0.000000 2.120000 
## 
## $word_freq_conference
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.0000  0.0000  0.0000  0.0332  0.0000  8.3300 
## 
## $char_freq_semicolon
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
## 0.00000 0.00000 0.00000 0.04055 0.00000 4.38500 
## 
## $char_freq_openbracket
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.0000  0.0000  0.0640  0.1375  0.1887  5.2770 
## 
## $char_freq_openboxbracket
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
## 0.00000 0.00000 0.00000 0.01619 0.00000 2.77700 
## 
## $char_freq_exclamation
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.0000  0.0000  0.0000  0.2719  0.3290 32.4800 
## 
## $char_freq_dollar
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
## 0.00000 0.00000 0.00000 0.07571 0.05300 6.00300 
## 
## $char_freq_hash
##     Min.  1st Qu.   Median     Mean  3rd Qu.     Max. 
##  0.00000  0.00000  0.00000  0.04609  0.00000 19.83000 
## 
## $capital_run_length_average
##     Min.  1st Qu.   Median     Mean  3rd Qu.     Max. 
##    1.000    1.600    2.272    5.138    3.707 1102.000 
## 
## $capital_run_length_longest
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##    1.00    6.00   14.50   50.16   43.00 2204.00 
## 
## $capital_run_length_total
##     Min.  1st Qu.   Median     Mean  3rd Qu.     Max. 
##     1.00    34.25    95.00   285.10   269.50 15840.00 
## 
## $status
##    0    1 
## 2231 1451

Testing Dataset Summary

lapply(dfrSpamTstData, FUN=summary)
## $word_freq_make
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
## 0.00000 0.00000 0.00000 0.09565 0.00000 4.54000 
## 
## $word_freq_address
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.0000  0.0000  0.0000  0.2056  0.0000 14.2800 
## 
## $word_freq_all
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.0000  0.0000  0.0000  0.2722  0.4050  4.5400 
## 
## $word_freq_3d
##     Min.  1st Qu.   Median     Mean  3rd Qu.     Max. 
##  0.00000  0.00000  0.00000  0.05789  0.00000 42.73000 
## 
## $word_freq_our
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.0000  0.0000  0.0000  0.3111  0.4100  7.6900 
## 
## $word_freq_over
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
## 0.00000 0.00000 0.00000 0.09081 0.00000 1.86000 
## 
## $word_freq_remove
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
## 0.00000 0.00000 0.00000 0.09997 0.00000 7.27000 
## 
## $word_freq_internet
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.0000  0.0000  0.0000  0.1075  0.0000 11.1100 
## 
## $word_freq_order
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
## 0.00000 0.00000 0.00000 0.08978 0.00000 5.26000 
## 
## $word_freq_mail
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##   0.000   0.000   0.000   0.281   0.220  18.180 
## 
## $word_freq_receive
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
## 0.00000 0.00000 0.00000 0.05285 0.00000 2.00000 
## 
## $word_freq_will
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##   0.000   0.000   0.000   0.501   0.780   5.000 
## 
## $word_freq_people
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
## 0.00000 0.00000 0.00000 0.08971 0.00000 2.63000 
## 
## $word_freq_report
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
## 0.00000 0.00000 0.00000 0.05045 0.00000 2.32000 
## 
## $word_freq_addresses
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
## 0.00000 0.00000 0.00000 0.05955 0.00000 2.38000 
## 
## $word_freq_free
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.0000  0.0000  0.0000  0.2309  0.1250  6.4500 
## 
## $word_freq_business
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.0000  0.0000  0.0000  0.1386  0.0000  4.8700 
## 
## $word_freq_email
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.0000  0.0000  0.0000  0.2084  0.0000  9.0900 
## 
## $word_freq_you
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##   0.000   0.000   1.310   1.628   2.590  10.630 
## 
## $word_freq_credit
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
## 0.00000 0.00000 0.00000 0.07098 0.00000 5.19000 
## 
## $word_freq_your
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.0000  0.0000  0.3100  0.8203  1.2500 11.1100 
## 
## $word_freq_font
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.0000  0.0000  0.0000  0.1135  0.0000 15.4300 
## 
## $word_freq_000
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.0000  0.0000  0.0000  0.1012  0.0000  3.3800 
## 
## $word_freq_money
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
## 0.00000 0.00000 0.00000 0.08619 0.00000 9.09000 
## 
## $word_freq_hp
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.0000  0.0000  0.0000  0.5247  0.0000 16.6600 
## 
## $word_freq_hpl
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.0000  0.0000  0.0000  0.2536  0.0000  8.0000 
## 
## $word_freq_george
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.0000  0.0000  0.0000  0.7897  0.0000 33.3300 
## 
## $word_freq_650
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.0000  0.0000  0.0000  0.1383  0.0000  9.0900 
## 
## $word_freq_lab
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
## 0.00000 0.00000 0.00000 0.06946 0.00000 9.09000 
## 
## $word_freq_labs
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
## 0.00000 0.00000 0.00000 0.08775 0.00000 4.34000 
## 
## $word_freq_telnet
##     Min.  1st Qu.   Median     Mean  3rd Qu.     Max. 
##  0.00000  0.00000  0.00000  0.05892  0.00000 12.50000 
## 
## $word_freq_857
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##   0.000   0.000   0.000   0.032   0.000   4.700 
## 
## $word_freq_data
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
## 0.00000 0.00000 0.00000 0.08626 0.00000 4.76000 
## 
## $word_freq_415
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##   0.000   0.000   0.000   0.032   0.000   4.700 
## 
## $word_freq_85
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
## 0.00000 0.00000 0.00000 0.09528 0.00000 4.65000 
## 
## $word_freq_technology
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
## 0.00000 0.00000 0.00000 0.08283 0.00000 4.16000 
## 
## $word_freq_1999
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.0000  0.0000  0.0000  0.1408  0.0000  4.5400 
## 
## $word_freq_parts
##     Min.  1st Qu.   Median     Mean  3rd Qu.     Max. 
## 0.000000 0.000000 0.000000 0.008041 0.000000 4.000000 
## 
## $word_freq_pm
##     Min.  1st Qu.   Median     Mean  3rd Qu.     Max. 
##  0.00000  0.00000  0.00000  0.09532  0.00000 11.11000 
## 
## $word_freq_direct
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
## 0.00000 0.00000 0.00000 0.05349 0.00000 4.16000 
## 
## $word_freq_cs
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
## 0.00000 0.00000 0.00000 0.03082 0.00000 7.14000 
## 
## $word_freq_meeting
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
## 0.00000 0.00000 0.00000 0.08565 0.00000 9.09000 
## 
## $word_freq_original
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
## 0.00000 0.00000 0.00000 0.04465 0.00000 1.75000 
## 
## $word_freq_project
##     Min.  1st Qu.   Median     Mean  3rd Qu.     Max. 
##  0.00000  0.00000  0.00000  0.09159  0.00000 16.66000 
## 
## $word_freq_re
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.0000  0.0000  0.0000  0.3385  0.1350 21.4200 
## 
## $word_freq_edu
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.0000  0.0000  0.0000  0.1898  0.0000 22.0500 
## 
## $word_freq_table
##     Min.  1st Qu.   Median     Mean  3rd Qu.     Max. 
## 0.000000 0.000000 0.000000 0.006485 0.000000 2.170000 
## 
## $word_freq_conference
##     Min.  1st Qu.   Median     Mean  3rd Qu.     Max. 
##  0.00000  0.00000  0.00000  0.02653  0.00000 10.00000 
## 
## $char_freq_semicolon
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
## 0.00000 0.00000 0.00000 0.03068 0.00000 3.83800 
## 
## $char_freq_openbracket
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.0000  0.0000  0.0670  0.1450  0.1845  9.7520 
## 
## $char_freq_openboxbracket
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
## 0.00000 0.00000 0.00000 0.02011 0.00000 4.08100 
## 
## $char_freq_exclamation
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.0000  0.0000  0.0000  0.2579  0.2660 19.1300 
## 
## $char_freq_dollar
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
## 0.00000 0.00000 0.00000 0.07621 0.04650 3.30500 
## 
## $char_freq_hash
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.0000  0.0000  0.0000  0.0368  0.0000  7.4070 
## 
## $capital_run_length_average
##     Min.  1st Qu.   Median     Mean  3rd Qu.     Max. 
##    1.000    1.558    2.309    5.406    3.704 1022.000 
## 
## $capital_run_length_longest
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##    1.00    6.50   15.00   60.22   41.50 9989.00 
## 
## $capital_run_length_total
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##     1.0    37.0    94.0   275.9   260.0 10060.0 
## 
## $status
##   0   1 
## 557 362

Train Dataframe Stucture

str(dfrSpamTrnData)
## 'data.frame':    3682 obs. of  58 variables:
##  $ word_freq_make            : num  0 0.21 0 0 0 0.15 0.06 0 0 0 ...
##  $ word_freq_address         : num  0.64 0.28 0 0 0 0 0.12 0 0 0 ...
##  $ word_freq_all             : num  0.64 0.5 0 0 0 0.46 0.77 0 0.25 1.42 ...
##  $ word_freq_3d              : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ word_freq_our             : num  0.32 0.14 1.85 1.92 1.88 0.61 0.19 0 0.38 0.71 ...
##  $ word_freq_over            : num  0 0.28 0 0 0 0 0.32 0 0.25 0.35 ...
##  $ word_freq_remove          : num  0 0.21 0 0 0 0.3 0.38 0.96 0.25 0 ...
##  $ word_freq_internet        : num  0 0.07 1.85 0 1.88 0 0 0 0 0.35 ...
##  $ word_freq_order           : num  0 0 0 0 0 0.92 0.06 0 0 0 ...
##  $ word_freq_mail            : num  0 0.94 0 0.64 0 0.76 0 1.92 0 0.71 ...
##  $ word_freq_receive         : num  0 0.21 0 0.96 0 0.76 0 0.96 0.12 0 ...
##  $ word_freq_will            : num  0.64 0.79 0 1.28 0 0.92 0.64 0 0.12 0.35 ...
##  $ word_freq_people          : num  0 0.65 0 0 0 0 0.25 0 0.12 0 ...
##  $ word_freq_report          : num  0 0.21 0 0 0 0 0 0 0 0 ...
##  $ word_freq_addresses       : num  0 0.14 0 0 0 0 0.12 0 0 0 ...
##  $ word_freq_free            : num  0.32 0.14 0 0.96 0 0 0 0 0 5.35 ...
##  $ word_freq_business        : num  0 0.07 0 0 0 0 0 0 0 0 ...
##  $ word_freq_email           : num  1.29 0.28 0 0.32 0 0.15 0.12 0.96 0 0 ...
##  $ word_freq_you             : num  1.93 3.47 0 3.85 0 1.23 1.67 3.84 1.16 3.21 ...
##  $ word_freq_credit          : num  0 0 0 0 0 3.53 0.06 0 0 0 ...
##  $ word_freq_your            : num  0.96 1.59 0 0.64 0 2 0.71 0.96 0.77 2.85 ...
##  $ word_freq_font            : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ word_freq_000             : num  0 0.43 0 0 0 0 0.19 0 0 0.35 ...
##  $ word_freq_money           : num  0 0.43 0 0 0 0.15 0 0 0 0 ...
##  $ word_freq_hp              : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ word_freq_hpl             : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ word_freq_george          : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ word_freq_650             : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ word_freq_lab             : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ word_freq_labs            : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ word_freq_telnet          : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ word_freq_857             : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ word_freq_data            : num  0 0 0 0 0 0.15 0 0 0 0 ...
##  $ word_freq_415             : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ word_freq_85              : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ word_freq_technology      : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ word_freq_1999            : num  0 0.07 0 0 0 0 0 0 0 0 ...
##  $ word_freq_parts           : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ word_freq_pm              : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ word_freq_direct          : num  0 0 0 0 0 0 0 0.96 0 0 ...
##  $ word_freq_cs              : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ word_freq_meeting         : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ word_freq_original        : num  0 0 0 0 0 0.3 0 0 0 0 ...
##  $ word_freq_project         : num  0 0 0 0 0 0 0.06 0 0 0 ...
##  $ word_freq_re              : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ word_freq_edu             : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ word_freq_table           : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ word_freq_conference      : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ char_freq_semicolon       : num  0 0 0 0 0 0 0.04 0 0.022 0 ...
##  $ char_freq_openbracket     : num  0 0.132 0.223 0.054 0.206 0.271 0.03 0 0.044 0.102 ...
##  $ char_freq_openboxbracket  : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ char_freq_exclamation     : num  0.778 0.372 0 0.164 0 0.181 0.244 0.462 0.663 0.357 ...
##  $ char_freq_dollar          : num  0 0.18 0 0.054 0 0.203 0.081 0 0 0 ...
##  $ char_freq_hash            : num  0 0.048 0 0 0 0.022 0 0 0 0 ...
##  $ capital_run_length_average: num  3.76 5.11 3 1.67 2.45 ...
##  $ capital_run_length_longest: int  61 101 15 4 11 445 43 6 11 24 ...
##  $ capital_run_length_total  : int  278 1028 54 112 49 1257 749 21 184 205 ...
##  $ status                    : Factor w/ 2 levels "0","1": 2 2 2 2 2 2 2 2 2 2 ...

Test Dataframe Stucture

str(dfrSpamTstData)
## 'data.frame':    919 obs. of  58 variables:
##  $ word_freq_make            : num  0.06 0 0 0 0 0 0 0 0 0 ...
##  $ word_freq_address         : num  0 0 0 0.69 0 0 0 1.92 0 0.34 ...
##  $ word_freq_all             : num  0.71 0 0 0.34 0 0 0 0 0.46 0 ...
##  $ word_freq_3d              : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ word_freq_our             : num  1.23 0.63 0.63 0.34 0.9 2.94 1.89 1.92 1.39 0.68 ...
##  $ word_freq_over            : num  0.19 0 0 0 0 0 0.27 0 0 0 ...
##  $ word_freq_remove          : num  0.19 0.31 0.31 0 0.9 0 0 0 0.93 0.68 ...
##  $ word_freq_internet        : num  0.12 0.63 0.63 0 0 0 0 0 0.93 0 ...
##  $ word_freq_order           : num  0.64 0.31 0.31 0 0 0 0 0 0 0 ...
##  $ word_freq_mail            : num  0.25 0.63 0.63 0 0.9 0 0 0 0 0.34 ...
##  $ word_freq_receive         : num  0.38 0.31 0.31 0 0.9 0 0 0 0.46 0.34 ...
##  $ word_freq_will            : num  0.45 0.31 0.31 0.69 0 0 0.81 1.92 0.93 0 ...
##  $ word_freq_people          : num  0.12 0.31 0.31 0 0.9 0 0 0 0 0 ...
##  $ word_freq_report          : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ word_freq_addresses       : num  1.75 0 0 0 0 0 0 0 0 0 ...
##  $ word_freq_free            : num  0.06 0.31 0.31 0.34 0 2.94 0.27 0 1.39 0.34 ...
##  $ word_freq_business        : num  0.06 0 0 0 0 0 0 0 0 0 ...
##  $ word_freq_email           : num  1.03 0 0 1.39 0 0 0 0 0.46 1.36 ...
##  $ word_freq_you             : num  1.36 3.18 3.18 2.09 2.72 0 3.51 1.92 0.93 3.42 ...
##  $ word_freq_credit          : num  0.32 0 0 0 0 0 0 0 0 0 ...
##  $ word_freq_your            : num  0.51 0.31 0.31 1.04 0.9 0 2.7 3.84 0.46 2.73 ...
##  $ word_freq_font            : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ word_freq_000             : num  1.16 0 0 0 0 0 0 0 0 0 ...
##  $ word_freq_money           : num  0.06 0 0 0 0 0 0.27 0 0 0 ...
##  $ word_freq_hp              : num  0 0 0 0 0 0 0 0 0 0.34 ...
##  $ word_freq_hpl             : num  0 0 0 0 0 0 0 0 0 0.34 ...
##  $ word_freq_george          : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ word_freq_650             : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ word_freq_lab             : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ word_freq_labs            : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ word_freq_telnet          : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ word_freq_857             : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ word_freq_data            : num  0 0 0 0 0 0 0 0 0 0.34 ...
##  $ word_freq_415             : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ word_freq_85              : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ word_freq_technology      : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ word_freq_1999            : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ word_freq_parts           : num  0 0 0 0 0 0 0 0 0.46 0 ...
##  $ word_freq_pm              : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ word_freq_direct          : num  0.06 0 0 0 0 0 0 0 0 0 ...
##  $ word_freq_cs              : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ word_freq_meeting         : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ word_freq_original        : num  0.12 0 0 0 0 0 0 0 0 0 ...
##  $ word_freq_project         : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ word_freq_re              : num  0.06 0 0 0 0 0 0 0 0 0 ...
##  $ word_freq_edu             : num  0.06 0 0 0 0 0 0 0 0 0 ...
##  $ word_freq_table           : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ word_freq_conference      : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ char_freq_semicolon       : num  0.01 0 0 0 0 0.404 0 0 0.069 0 ...
##  $ char_freq_openbracket     : num  0.143 0.137 0.135 0.056 0 0.404 0.045 0 0 0 ...
##  $ char_freq_openboxbracket  : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ char_freq_exclamation     : num  0.276 0.137 0.135 0.786 0 0.809 0 0 0 0.048 ...
##  $ char_freq_dollar          : num  0.184 0 0 0 0 0 0.091 0 0 0.048 ...
##  $ char_freq_hash            : num  0.01 0 0 0 0 0 0 0 0.069 0 ...
##  $ capital_run_length_average: num  9.82 3.54 3.54 3.73 2.08 ...
##  $ capital_run_length_longest: int  485 40 40 61 7 12 11 12 8 15 ...
##  $ capital_run_length_total  : int  2259 191 191 261 25 34 89 33 75 96 ...
##  $ status                    : Factor w/ 2 levels "0","1": 2 2 2 2 2 2 2 2 2 2 ...

***************************************Random Forest*************************************

1. Default Method

Create Model - Random Forest (Default)

vctProcStrt <- proc.time()
rf_default  <- randomForest(status~., data=dfrSpamTrnData)
vctProcEnds <- proc.time()
print(paste("Default Random Forest Model created in secs: ",vctProcEnds[1] - vctProcStrt[1]))
## [1] "Default Random Forest Model created in secs:  12.77"

View Model - Default Random Forest

rf_default
## 
## Call:
##  randomForest(formula = status ~ ., data = dfrSpamTrnData) 
##                Type of random forest: classification
##                      Number of trees: 500
## No. of variables tried at each split: 7
## 
##         OOB estimate of  error rate: 4.67%
## Confusion matrix:
##      0    1 class.error
## 0 2169   62  0.02779023
## 1  110 1341  0.07580979

Observations
This Default model has an error rate about 4.81%

Prediction - Test Data - Random Forest (Default)

vctRndForDef <- predict(rf_default, newdata=dfrSpamTstData)
cmxRndForDef  <- confusionMatrix(vctRndForDef, dfrSpamTstData$status)
cmxRndForDef
## Confusion Matrix and Statistics
## 
##           Reference
## Prediction   0   1
##          0 537  32
##          1  20 330
##                                           
##                Accuracy : 0.9434          
##                  95% CI : (0.9265, 0.9575)
##     No Information Rate : 0.6061          
##     P-Value [Acc > NIR] : <2e-16          
##                                           
##                   Kappa : 0.8808          
##  Mcnemar's Test P-Value : 0.1272          
##                                           
##             Sensitivity : 0.9641          
##             Specificity : 0.9116          
##          Pos Pred Value : 0.9438          
##          Neg Pred Value : 0.9429          
##              Prevalence : 0.6061          
##          Detection Rate : 0.5843          
##    Detection Prevalence : 0.6192          
##       Balanced Accuracy : 0.9378          
##                                           
##        'Positive' Class : 0               
## 

Observation
1. The Random Forest (Default) model predicts with an accuracy of 94.67%

Tuning the Default Model
Plot error rate

plot(rf_default)

Observations
1. Therefore we see that for tress value > 300 there is no significant change in all the error graph.
2. Hence we try to tune the model by keeping ntrees value to be 300.

Tune random forest

tuneranfor <- tuneRF(dfrSpamTrnData[,-58], dfrSpamTrnData[,58],
                     stepFactor = 0.5,
                     plot = TRUE,
                     ntreeTry = 300,
                     trace = TRUE,
                     improve = 0.05)
## mtry = 7  OOB error = 4.62% 
## Searching left ...
## mtry = 14    OOB error = 4.81% 
## -0.04117647 0.05 
## Searching right ...
## mtry = 3     OOB error = 5% 
## -0.08235294 0.05

Observation
The above plot helps in fixing the value of mtry w.r.t. OOB error.

2. Tuned Random forest Method

vctProcStrt <- proc.time()
rf_modified <- randomForest(status~., data=dfrSpamTrnData,
                                  ntree = 300,
                                  mtry  = 7,
                                  importance = TRUE,
                                  proximity = TRUE)
vctProcEnds <- proc.time()
print(paste("Tuned Random forest Model created in secs: ",vctProcEnds[1] - vctProcStrt[1]))
## [1] "Tuned Random forest Model created in secs:  23.71"

View Model - Modified Random Forest

rf_modified
## 
## Call:
##  randomForest(formula = status ~ ., data = dfrSpamTrnData, ntree = 300,      mtry = 7, importance = TRUE, proximity = TRUE) 
##                Type of random forest: classification
##                      Number of trees: 300
## No. of variables tried at each split: 7
## 
##         OOB estimate of  error rate: 4.62%
## Confusion matrix:
##      0    1 class.error
## 0 2171   60  0.02689377
## 1  110 1341  0.07580979

Observations
The tuned Random Forest model has an error rate about 4.43%

Prediction - Test Data - Modified Random Forest (Tuned)

vctRndForMod <- predict(rf_modified, newdata=dfrSpamTstData)
cmxRndForMod  <- confusionMatrix(vctRndForMod, dfrSpamTstData$status)
cmxRndForMod
## Confusion Matrix and Statistics
## 
##           Reference
## Prediction   0   1
##          0 537  33
##          1  20 329
##                                           
##                Accuracy : 0.9423          
##                  95% CI : (0.9252, 0.9565)
##     No Information Rate : 0.6061          
##     P-Value [Acc > NIR] : < 2e-16         
##                                           
##                   Kappa : 0.8785          
##  Mcnemar's Test P-Value : 0.09929         
##                                           
##             Sensitivity : 0.9641          
##             Specificity : 0.9088          
##          Pos Pred Value : 0.9421          
##          Neg Pred Value : 0.9427          
##              Prevalence : 0.6061          
##          Detection Rate : 0.5843          
##    Detection Prevalence : 0.6202          
##       Balanced Accuracy : 0.9365          
##                                           
##        'Positive' Class : 0               
## 

Observation
1. The Tuned Random Forest model predicts with an accuracy of 95.67%

3. Boosting Algorithm: GBM method with 10 fold cross validation

vctProcStrt <- proc.time()
cvCtrl <- trainControl(method="cv",  number=10, allowParallel=T)
rf_GBMModel <- train(status~., 
                   method="gbm", 
                   data=dfrSpamTrnData, 
                   trControl=cvCtrl
)
## Iter   TrainDeviance   ValidDeviance   StepSize   Improve
##      1        1.2747             nan     0.1000    0.0322
##      2        1.2178             nan     0.1000    0.0288
##      3        1.1689             nan     0.1000    0.0236
##      4        1.1278             nan     0.1000    0.0195
##      5        1.0888             nan     0.1000    0.0185
##      6        1.0515             nan     0.1000    0.0190
##      7        1.0193             nan     0.1000    0.0151
##      8        0.9887             nan     0.1000    0.0141
##      9        0.9620             nan     0.1000    0.0130
##     10        0.9338             nan     0.1000    0.0130
##     20        0.7543             nan     0.1000    0.0065
##     40        0.5730             nan     0.1000    0.0029
##     60        0.4876             nan     0.1000    0.0011
##     80        0.4321             nan     0.1000    0.0008
##    100        0.3950             nan     0.1000    0.0005
##    120        0.3721             nan     0.1000    0.0003
##    140        0.3529             nan     0.1000    0.0001
##    150        0.3444             nan     0.1000    0.0002
## 
## Iter   TrainDeviance   ValidDeviance   StepSize   Improve
##      1        1.2515             nan     0.1000    0.0437
##      2        1.1761             nan     0.1000    0.0367
##      3        1.1092             nan     0.1000    0.0328
##      4        1.0544             nan     0.1000    0.0274
##      5        1.0067             nan     0.1000    0.0236
##      6        0.9620             nan     0.1000    0.0224
##      7        0.9206             nan     0.1000    0.0205
##      8        0.8859             nan     0.1000    0.0157
##      9        0.8527             nan     0.1000    0.0160
##     10        0.8236             nan     0.1000    0.0136
##     20        0.6127             nan     0.1000    0.0062
##     40        0.4442             nan     0.1000    0.0013
##     60        0.3693             nan     0.1000    0.0011
##     80        0.3317             nan     0.1000    0.0004
##    100        0.3053             nan     0.1000   -0.0001
##    120        0.2860             nan     0.1000    0.0001
##    140        0.2734             nan     0.1000   -0.0002
##    150        0.2673             nan     0.1000   -0.0001
## 
## Iter   TrainDeviance   ValidDeviance   StepSize   Improve
##      1        1.2433             nan     0.1000    0.0480
##      2        1.1538             nan     0.1000    0.0445
##      3        1.0804             nan     0.1000    0.0354
##      4        1.0151             nan     0.1000    0.0332
##      5        0.9627             nan     0.1000    0.0251
##      6        0.9167             nan     0.1000    0.0223
##      7        0.8722             nan     0.1000    0.0217
##      8        0.8294             nan     0.1000    0.0197
##      9        0.7937             nan     0.1000    0.0165
##     10        0.7610             nan     0.1000    0.0154
##     20        0.5481             nan     0.1000    0.0102
##     40        0.3856             nan     0.1000    0.0025
##     60        0.3215             nan     0.1000    0.0007
##     80        0.2873             nan     0.1000    0.0000
##    100        0.2629             nan     0.1000    0.0002
##    120        0.2464             nan     0.1000    0.0000
##    140        0.2352             nan     0.1000   -0.0001
##    150        0.2299             nan     0.1000   -0.0003
## 
## Iter   TrainDeviance   ValidDeviance   StepSize   Improve
##      1        1.2759             nan     0.1000    0.0319
##      2        1.2154             nan     0.1000    0.0298
##      3        1.1691             nan     0.1000    0.0225
##      4        1.1242             nan     0.1000    0.0226
##      5        1.0859             nan     0.1000    0.0184
##      6        1.0502             nan     0.1000    0.0174
##      7        1.0169             nan     0.1000    0.0160
##      8        0.9893             nan     0.1000    0.0128
##      9        0.9629             nan     0.1000    0.0129
##     10        0.9374             nan     0.1000    0.0125
##     20        0.7603             nan     0.1000    0.0075
##     40        0.5829             nan     0.1000    0.0025
##     60        0.4941             nan     0.1000    0.0011
##     80        0.4399             nan     0.1000    0.0005
##    100        0.4024             nan     0.1000    0.0004
##    120        0.3799             nan     0.1000    0.0001
##    140        0.3602             nan     0.1000    0.0001
##    150        0.3522             nan     0.1000   -0.0003
## 
## Iter   TrainDeviance   ValidDeviance   StepSize   Improve
##      1        1.2497             nan     0.1000    0.0441
##      2        1.1791             nan     0.1000    0.0347
##      3        1.1158             nan     0.1000    0.0307
##      4        1.0558             nan     0.1000    0.0297
##      5        1.0050             nan     0.1000    0.0241
##      6        0.9587             nan     0.1000    0.0233
##      7        0.9209             nan     0.1000    0.0188
##      8        0.8843             nan     0.1000    0.0184
##      9        0.8525             nan     0.1000    0.0159
##     10        0.8246             nan     0.1000    0.0130
##     20        0.6151             nan     0.1000    0.0099
##     40        0.4449             nan     0.1000    0.0026
##     60        0.3747             nan     0.1000    0.0009
##     80        0.3381             nan     0.1000    0.0008
##    100        0.3125             nan     0.1000    0.0007
##    120        0.2941             nan     0.1000    0.0002
##    140        0.2810             nan     0.1000   -0.0003
##    150        0.2747             nan     0.1000   -0.0003
## 
## Iter   TrainDeviance   ValidDeviance   StepSize   Improve
##      1        1.2420             nan     0.1000    0.0494
##      2        1.1511             nan     0.1000    0.0449
##      3        1.0742             nan     0.1000    0.0372
##      4        1.0142             nan     0.1000    0.0296
##      5        0.9568             nan     0.1000    0.0284
##      6        0.9116             nan     0.1000    0.0212
##      7        0.8684             nan     0.1000    0.0206
##      8        0.8308             nan     0.1000    0.0179
##      9        0.7982             nan     0.1000    0.0157
##     10        0.7685             nan     0.1000    0.0142
##     20        0.5571             nan     0.1000    0.0102
##     40        0.3927             nan     0.1000    0.0013
##     60        0.3245             nan     0.1000    0.0004
##     80        0.2930             nan     0.1000    0.0000
##    100        0.2691             nan     0.1000   -0.0000
##    120        0.2537             nan     0.1000   -0.0002
##    140        0.2383             nan     0.1000   -0.0000
##    150        0.2330             nan     0.1000   -0.0001
## 
## Iter   TrainDeviance   ValidDeviance   StepSize   Improve
##      1        1.2740             nan     0.1000    0.0326
##      2        1.2174             nan     0.1000    0.0287
##      3        1.1694             nan     0.1000    0.0232
##      4        1.1289             nan     0.1000    0.0193
##      5        1.0889             nan     0.1000    0.0193
##      6        1.0513             nan     0.1000    0.0185
##      7        1.0177             nan     0.1000    0.0165
##      8        0.9864             nan     0.1000    0.0150
##      9        0.9601             nan     0.1000    0.0130
##     10        0.9356             nan     0.1000    0.0121
##     20        0.7588             nan     0.1000    0.0068
##     40        0.5724             nan     0.1000    0.0030
##     60        0.4839             nan     0.1000    0.0019
##     80        0.4324             nan     0.1000    0.0008
##    100        0.3967             nan     0.1000    0.0008
##    120        0.3716             nan     0.1000    0.0002
##    140        0.3517             nan     0.1000    0.0001
##    150        0.3460             nan     0.1000   -0.0001
## 
## Iter   TrainDeviance   ValidDeviance   StepSize   Improve
##      1        1.2568             nan     0.1000    0.0401
##      2        1.1764             nan     0.1000    0.0403
##      3        1.1125             nan     0.1000    0.0313
##      4        1.0513             nan     0.1000    0.0295
##      5        1.0037             nan     0.1000    0.0232
##      6        0.9636             nan     0.1000    0.0191
##      7        0.9207             nan     0.1000    0.0208
##      8        0.8867             nan     0.1000    0.0174
##      9        0.8532             nan     0.1000    0.0161
##     10        0.8216             nan     0.1000    0.0161
##     20        0.6154             nan     0.1000    0.0069
##     40        0.4382             nan     0.1000    0.0021
##     60        0.3673             nan     0.1000    0.0006
##     80        0.3288             nan     0.1000    0.0005
##    100        0.3064             nan     0.1000    0.0000
##    120        0.2878             nan     0.1000   -0.0001
##    140        0.2747             nan     0.1000   -0.0001
##    150        0.2694             nan     0.1000    0.0000
## 
## Iter   TrainDeviance   ValidDeviance   StepSize   Improve
##      1        1.2338             nan     0.1000    0.0524
##      2        1.1474             nan     0.1000    0.0415
##      3        1.0711             nan     0.1000    0.0379
##      4        1.0101             nan     0.1000    0.0300
##      5        0.9569             nan     0.1000    0.0258
##      6        0.9064             nan     0.1000    0.0240
##      7        0.8645             nan     0.1000    0.0201
##      8        0.8274             nan     0.1000    0.0180
##      9        0.7914             nan     0.1000    0.0181
##     10        0.7613             nan     0.1000    0.0136
##     20        0.5418             nan     0.1000    0.0058
##     40        0.3805             nan     0.1000    0.0024
##     60        0.3226             nan     0.1000   -0.0001
##     80        0.2872             nan     0.1000    0.0003
##    100        0.2659             nan     0.1000    0.0002
##    120        0.2477             nan     0.1000    0.0002
##    140        0.2335             nan     0.1000   -0.0001
##    150        0.2286             nan     0.1000   -0.0001
## 
## Iter   TrainDeviance   ValidDeviance   StepSize   Improve
##      1        1.2738             nan     0.1000    0.0318
##      2        1.2211             nan     0.1000    0.0246
##      3        1.1682             nan     0.1000    0.0262
##      4        1.1248             nan     0.1000    0.0205
##      5        1.0852             nan     0.1000    0.0192
##      6        1.0497             nan     0.1000    0.0168
##      7        1.0166             nan     0.1000    0.0158
##      8        0.9851             nan     0.1000    0.0154
##      9        0.9603             nan     0.1000    0.0119
##     10        0.9336             nan     0.1000    0.0125
##     20        0.7541             nan     0.1000    0.0057
##     40        0.5732             nan     0.1000    0.0032
##     60        0.4862             nan     0.1000    0.0010
##     80        0.4333             nan     0.1000    0.0014
##    100        0.3989             nan     0.1000    0.0006
##    120        0.3733             nan     0.1000    0.0001
##    140        0.3542             nan     0.1000    0.0001
##    150        0.3464             nan     0.1000    0.0001
## 
## Iter   TrainDeviance   ValidDeviance   StepSize   Improve
##      1        1.2570             nan     0.1000    0.0410
##      2        1.1871             nan     0.1000    0.0340
##      3        1.1155             nan     0.1000    0.0353
##      4        1.0638             nan     0.1000    0.0244
##      5        1.0072             nan     0.1000    0.0278
##      6        0.9655             nan     0.1000    0.0204
##      7        0.9215             nan     0.1000    0.0214
##      8        0.8897             nan     0.1000    0.0150
##      9        0.8555             nan     0.1000    0.0170
##     10        0.8249             nan     0.1000    0.0141
##     20        0.6107             nan     0.1000    0.0055
##     40        0.4378             nan     0.1000    0.0016
##     60        0.3662             nan     0.1000    0.0011
##     80        0.3293             nan     0.1000    0.0004
##    100        0.3054             nan     0.1000    0.0001
##    120        0.2890             nan     0.1000   -0.0001
##    140        0.2758             nan     0.1000    0.0004
##    150        0.2701             nan     0.1000   -0.0000
## 
## Iter   TrainDeviance   ValidDeviance   StepSize   Improve
##      1        1.2402             nan     0.1000    0.0482
##      2        1.1508             nan     0.1000    0.0440
##      3        1.0812             nan     0.1000    0.0344
##      4        1.0216             nan     0.1000    0.0284
##      5        0.9599             nan     0.1000    0.0298
##      6        0.9104             nan     0.1000    0.0227
##      7        0.8669             nan     0.1000    0.0197
##      8        0.8292             nan     0.1000    0.0176
##      9        0.7930             nan     0.1000    0.0171
##     10        0.7630             nan     0.1000    0.0136
##     20        0.5430             nan     0.1000    0.0094
##     40        0.3813             nan     0.1000    0.0021
##     60        0.3216             nan     0.1000    0.0004
##     80        0.2890             nan     0.1000    0.0005
##    100        0.2645             nan     0.1000   -0.0001
##    120        0.2484             nan     0.1000    0.0001
##    140        0.2333             nan     0.1000   -0.0002
##    150        0.2273             nan     0.1000   -0.0002
## 
## Iter   TrainDeviance   ValidDeviance   StepSize   Improve
##      1        1.2763             nan     0.1000    0.0312
##      2        1.2214             nan     0.1000    0.0274
##      3        1.1722             nan     0.1000    0.0234
##      4        1.1308             nan     0.1000    0.0200
##      5        1.0947             nan     0.1000    0.0176
##      6        1.0588             nan     0.1000    0.0179
##      7        1.0258             nan     0.1000    0.0161
##      8        0.9978             nan     0.1000    0.0130
##      9        0.9711             nan     0.1000    0.0128
##     10        0.9468             nan     0.1000    0.0110
##     20        0.7667             nan     0.1000    0.0064
##     40        0.5872             nan     0.1000    0.0027
##     60        0.4980             nan     0.1000    0.0013
##     80        0.4446             nan     0.1000    0.0005
##    100        0.4085             nan     0.1000    0.0002
##    120        0.3827             nan     0.1000    0.0001
##    140        0.3639             nan     0.1000    0.0007
##    150        0.3583             nan     0.1000    0.0001
## 
## Iter   TrainDeviance   ValidDeviance   StepSize   Improve
##      1        1.2522             nan     0.1000    0.0444
##      2        1.1790             nan     0.1000    0.0366
##      3        1.1181             nan     0.1000    0.0313
##      4        1.0562             nan     0.1000    0.0290
##      5        1.0105             nan     0.1000    0.0231
##      6        0.9650             nan     0.1000    0.0222
##      7        0.9282             nan     0.1000    0.0177
##      8        0.8914             nan     0.1000    0.0170
##      9        0.8614             nan     0.1000    0.0139
##     10        0.8301             nan     0.1000    0.0154
##     20        0.6162             nan     0.1000    0.0060
##     40        0.4490             nan     0.1000    0.0028
##     60        0.3818             nan     0.1000    0.0001
##     80        0.3419             nan     0.1000    0.0006
##    100        0.3168             nan     0.1000    0.0006
##    120        0.2966             nan     0.1000   -0.0001
##    140        0.2828             nan     0.1000   -0.0002
##    150        0.2754             nan     0.1000   -0.0000
## 
## Iter   TrainDeviance   ValidDeviance   StepSize   Improve
##      1        1.2414             nan     0.1000    0.0479
##      2        1.1535             nan     0.1000    0.0437
##      3        1.0822             nan     0.1000    0.0337
##      4        1.0224             nan     0.1000    0.0289
##      5        0.9650             nan     0.1000    0.0279
##      6        0.9185             nan     0.1000    0.0226
##      7        0.8805             nan     0.1000    0.0176
##      8        0.8428             nan     0.1000    0.0192
##      9        0.8094             nan     0.1000    0.0156
##     10        0.7778             nan     0.1000    0.0147
##     20        0.5620             nan     0.1000    0.0047
##     40        0.3953             nan     0.1000    0.0015
##     60        0.3372             nan     0.1000    0.0009
##     80        0.3031             nan     0.1000   -0.0002
##    100        0.2772             nan     0.1000    0.0005
##    120        0.2591             nan     0.1000   -0.0002
##    140        0.2432             nan     0.1000   -0.0001
##    150        0.2363             nan     0.1000   -0.0001
## 
## Iter   TrainDeviance   ValidDeviance   StepSize   Improve
##      1        1.2760             nan     0.1000    0.0329
##      2        1.2204             nan     0.1000    0.0262
##      3        1.1672             nan     0.1000    0.0257
##      4        1.1247             nan     0.1000    0.0209
##      5        1.0872             nan     0.1000    0.0174
##      6        1.0515             nan     0.1000    0.0165
##      7        1.0184             nan     0.1000    0.0171
##      8        0.9881             nan     0.1000    0.0142
##      9        0.9633             nan     0.1000    0.0121
##     10        0.9374             nan     0.1000    0.0119
##     20        0.7597             nan     0.1000    0.0063
##     40        0.5798             nan     0.1000    0.0033
##     60        0.4897             nan     0.1000    0.0013
##     80        0.4397             nan     0.1000    0.0007
##    100        0.4037             nan     0.1000    0.0005
##    120        0.3768             nan     0.1000   -0.0001
##    140        0.3592             nan     0.1000    0.0002
##    150        0.3505             nan     0.1000    0.0005
## 
## Iter   TrainDeviance   ValidDeviance   StepSize   Improve
##      1        1.2566             nan     0.1000    0.0417
##      2        1.1749             nan     0.1000    0.0385
##      3        1.1097             nan     0.1000    0.0305
##      4        1.0507             nan     0.1000    0.0282
##      5        0.9984             nan     0.1000    0.0241
##      6        0.9581             nan     0.1000    0.0188
##      7        0.9167             nan     0.1000    0.0216
##      8        0.8821             nan     0.1000    0.0164
##      9        0.8544             nan     0.1000    0.0124
##     10        0.8234             nan     0.1000    0.0146
##     20        0.6178             nan     0.1000    0.0059
##     40        0.4446             nan     0.1000    0.0023
##     60        0.3717             nan     0.1000    0.0008
##     80        0.3344             nan     0.1000    0.0002
##    100        0.3093             nan     0.1000    0.0002
##    120        0.2905             nan     0.1000   -0.0006
##    140        0.2772             nan     0.1000   -0.0001
##    150        0.2718             nan     0.1000   -0.0000
## 
## Iter   TrainDeviance   ValidDeviance   StepSize   Improve
##      1        1.2416             nan     0.1000    0.0507
##      2        1.1500             nan     0.1000    0.0445
##      3        1.0761             nan     0.1000    0.0352
##      4        1.0177             nan     0.1000    0.0286
##      5        0.9597             nan     0.1000    0.0290
##      6        0.9114             nan     0.1000    0.0229
##      7        0.8726             nan     0.1000    0.0183
##      8        0.8309             nan     0.1000    0.0194
##      9        0.7967             nan     0.1000    0.0164
##     10        0.7668             nan     0.1000    0.0141
##     20        0.5508             nan     0.1000    0.0070
##     40        0.3883             nan     0.1000    0.0014
##     60        0.3284             nan     0.1000    0.0001
##     80        0.2940             nan     0.1000    0.0003
##    100        0.2721             nan     0.1000    0.0000
##    120        0.2562             nan     0.1000    0.0002
##    140        0.2413             nan     0.1000   -0.0002
##    150        0.2347             nan     0.1000   -0.0004
## 
## Iter   TrainDeviance   ValidDeviance   StepSize   Improve
##      1        1.2757             nan     0.1000    0.0332
##      2        1.2176             nan     0.1000    0.0288
##      3        1.1713             nan     0.1000    0.0215
##      4        1.1253             nan     0.1000    0.0228
##      5        1.0857             nan     0.1000    0.0187
##      6        1.0501             nan     0.1000    0.0174
##      7        1.0178             nan     0.1000    0.0156
##      8        0.9884             nan     0.1000    0.0139
##      9        0.9620             nan     0.1000    0.0123
##     10        0.9349             nan     0.1000    0.0121
##     20        0.7600             nan     0.1000    0.0057
##     40        0.5786             nan     0.1000    0.0027
##     60        0.4896             nan     0.1000    0.0015
##     80        0.4347             nan     0.1000    0.0009
##    100        0.4009             nan     0.1000    0.0004
##    120        0.3762             nan     0.1000    0.0010
##    140        0.3588             nan     0.1000    0.0006
##    150        0.3503             nan     0.1000    0.0001
## 
## Iter   TrainDeviance   ValidDeviance   StepSize   Improve
##      1        1.2551             nan     0.1000    0.0405
##      2        1.1813             nan     0.1000    0.0348
##      3        1.1091             nan     0.1000    0.0350
##      4        1.0524             nan     0.1000    0.0284
##      5        0.9998             nan     0.1000    0.0255
##      6        0.9594             nan     0.1000    0.0198
##      7        0.9230             nan     0.1000    0.0174
##      8        0.8856             nan     0.1000    0.0172
##      9        0.8523             nan     0.1000    0.0155
##     10        0.8260             nan     0.1000    0.0128
##     20        0.6118             nan     0.1000    0.0049
##     40        0.4411             nan     0.1000    0.0029
##     60        0.3742             nan     0.1000    0.0006
##     80        0.3349             nan     0.1000    0.0006
##    100        0.3080             nan     0.1000    0.0000
##    120        0.2903             nan     0.1000    0.0001
##    140        0.2763             nan     0.1000    0.0001
##    150        0.2701             nan     0.1000    0.0001
## 
## Iter   TrainDeviance   ValidDeviance   StepSize   Improve
##      1        1.2351             nan     0.1000    0.0526
##      2        1.1513             nan     0.1000    0.0415
##      3        1.0841             nan     0.1000    0.0314
##      4        1.0162             nan     0.1000    0.0335
##      5        0.9633             nan     0.1000    0.0261
##      6        0.9146             nan     0.1000    0.0236
##      7        0.8743             nan     0.1000    0.0194
##      8        0.8365             nan     0.1000    0.0173
##      9        0.8021             nan     0.1000    0.0160
##     10        0.7680             nan     0.1000    0.0167
##     20        0.5514             nan     0.1000    0.0056
##     40        0.3859             nan     0.1000    0.0019
##     60        0.3262             nan     0.1000    0.0008
##     80        0.2963             nan     0.1000    0.0000
##    100        0.2704             nan     0.1000    0.0002
##    120        0.2541             nan     0.1000   -0.0002
##    140        0.2411             nan     0.1000   -0.0002
##    150        0.2341             nan     0.1000   -0.0004
## 
## Iter   TrainDeviance   ValidDeviance   StepSize   Improve
##      1        1.2744             nan     0.1000    0.0330
##      2        1.2111             nan     0.1000    0.0304
##      3        1.1614             nan     0.1000    0.0244
##      4        1.1179             nan     0.1000    0.0212
##      5        1.0790             nan     0.1000    0.0186
##      6        1.0421             nan     0.1000    0.0184
##      7        1.0084             nan     0.1000    0.0157
##      8        0.9792             nan     0.1000    0.0142
##      9        0.9513             nan     0.1000    0.0134
##     10        0.9268             nan     0.1000    0.0118
##     20        0.7491             nan     0.1000    0.0068
##     40        0.5675             nan     0.1000    0.0026
##     60        0.4826             nan     0.1000    0.0004
##     80        0.4281             nan     0.1000    0.0008
##    100        0.3931             nan     0.1000    0.0003
##    120        0.3660             nan     0.1000    0.0003
##    140        0.3481             nan     0.1000    0.0002
##    150        0.3412             nan     0.1000   -0.0000
## 
## Iter   TrainDeviance   ValidDeviance   StepSize   Improve
##      1        1.2543             nan     0.1000    0.0420
##      2        1.1740             nan     0.1000    0.0394
##      3        1.1151             nan     0.1000    0.0295
##      4        1.0584             nan     0.1000    0.0273
##      5        1.0004             nan     0.1000    0.0291
##      6        0.9529             nan     0.1000    0.0221
##      7        0.9152             nan     0.1000    0.0184
##      8        0.8766             nan     0.1000    0.0185
##      9        0.8418             nan     0.1000    0.0169
##     10        0.8136             nan     0.1000    0.0136
##     20        0.6022             nan     0.1000    0.0065
##     40        0.4330             nan     0.1000    0.0017
##     60        0.3639             nan     0.1000    0.0004
##     80        0.3269             nan     0.1000    0.0003
##    100        0.3040             nan     0.1000    0.0003
##    120        0.2882             nan     0.1000   -0.0000
##    140        0.2730             nan     0.1000    0.0000
##    150        0.2678             nan     0.1000   -0.0002
## 
## Iter   TrainDeviance   ValidDeviance   StepSize   Improve
##      1        1.2348             nan     0.1000    0.0521
##      2        1.1472             nan     0.1000    0.0438
##      3        1.0761             nan     0.1000    0.0353
##      4        1.0078             nan     0.1000    0.0329
##      5        0.9532             nan     0.1000    0.0260
##      6        0.9033             nan     0.1000    0.0245
##      7        0.8634             nan     0.1000    0.0188
##      8        0.8236             nan     0.1000    0.0184
##      9        0.7913             nan     0.1000    0.0156
##     10        0.7615             nan     0.1000    0.0145
##     20        0.5551             nan     0.1000    0.0057
##     40        0.3852             nan     0.1000    0.0016
##     60        0.3226             nan     0.1000    0.0003
##     80        0.2881             nan     0.1000   -0.0003
##    100        0.2653             nan     0.1000    0.0003
##    120        0.2488             nan     0.1000    0.0002
##    140        0.2348             nan     0.1000   -0.0001
##    150        0.2272             nan     0.1000   -0.0001
## 
## Iter   TrainDeviance   ValidDeviance   StepSize   Improve
##      1        1.2757             nan     0.1000    0.0338
##      2        1.2159             nan     0.1000    0.0278
##      3        1.1643             nan     0.1000    0.0247
##      4        1.1212             nan     0.1000    0.0202
##      5        1.0808             nan     0.1000    0.0183
##      6        1.0444             nan     0.1000    0.0176
##      7        1.0107             nan     0.1000    0.0161
##      8        0.9835             nan     0.1000    0.0130
##      9        0.9564             nan     0.1000    0.0127
##     10        0.9318             nan     0.1000    0.0118
##     20        0.7506             nan     0.1000    0.0059
##     40        0.5707             nan     0.1000    0.0029
##     60        0.4833             nan     0.1000    0.0014
##     80        0.4300             nan     0.1000    0.0008
##    100        0.3953             nan     0.1000    0.0003
##    120        0.3729             nan     0.1000    0.0001
##    140        0.3539             nan     0.1000    0.0001
##    150        0.3471             nan     0.1000    0.0000
## 
## Iter   TrainDeviance   ValidDeviance   StepSize   Improve
##      1        1.2493             nan     0.1000    0.0451
##      2        1.1741             nan     0.1000    0.0364
##      3        1.1069             nan     0.1000    0.0326
##      4        1.0501             nan     0.1000    0.0285
##      5        1.0035             nan     0.1000    0.0237
##      6        0.9602             nan     0.1000    0.0204
##      7        0.9179             nan     0.1000    0.0203
##      8        0.8810             nan     0.1000    0.0178
##      9        0.8474             nan     0.1000    0.0164
##     10        0.8194             nan     0.1000    0.0135
##     20        0.6084             nan     0.1000    0.0101
##     40        0.4348             nan     0.1000    0.0031
##     60        0.3640             nan     0.1000    0.0007
##     80        0.3306             nan     0.1000    0.0001
##    100        0.3051             nan     0.1000   -0.0001
##    120        0.2862             nan     0.1000    0.0001
##    140        0.2737             nan     0.1000   -0.0002
##    150        0.2678             nan     0.1000   -0.0001
## 
## Iter   TrainDeviance   ValidDeviance   StepSize   Improve
##      1        1.2404             nan     0.1000    0.0492
##      2        1.1494             nan     0.1000    0.0459
##      3        1.0794             nan     0.1000    0.0330
##      4        1.0190             nan     0.1000    0.0297
##      5        0.9599             nan     0.1000    0.0303
##      6        0.9079             nan     0.1000    0.0250
##      7        0.8685             nan     0.1000    0.0188
##      8        0.8319             nan     0.1000    0.0172
##      9        0.7973             nan     0.1000    0.0163
##     10        0.7681             nan     0.1000    0.0144
##     20        0.5511             nan     0.1000    0.0104
##     40        0.3853             nan     0.1000    0.0014
##     60        0.3226             nan     0.1000    0.0006
##     80        0.2869             nan     0.1000    0.0005
##    100        0.2670             nan     0.1000   -0.0002
##    120        0.2513             nan     0.1000   -0.0000
##    140        0.2389             nan     0.1000   -0.0002
##    150        0.2305             nan     0.1000   -0.0006
## 
## Iter   TrainDeviance   ValidDeviance   StepSize   Improve
##      1        1.2743             nan     0.1000    0.0327
##      2        1.2160             nan     0.1000    0.0275
##      3        1.1668             nan     0.1000    0.0240
##      4        1.1251             nan     0.1000    0.0203
##      5        1.0856             nan     0.1000    0.0185
##      6        1.0500             nan     0.1000    0.0176
##      7        1.0191             nan     0.1000    0.0149
##      8        0.9906             nan     0.1000    0.0127
##      9        0.9614             nan     0.1000    0.0141
##     10        0.9370             nan     0.1000    0.0121
##     20        0.7593             nan     0.1000    0.0083
##     40        0.5777             nan     0.1000    0.0033
##     60        0.4893             nan     0.1000    0.0016
##     80        0.4350             nan     0.1000    0.0005
##    100        0.4013             nan     0.1000    0.0005
##    120        0.3785             nan     0.1000    0.0003
##    140        0.3572             nan     0.1000    0.0003
##    150        0.3498             nan     0.1000    0.0001
## 
## Iter   TrainDeviance   ValidDeviance   StepSize   Improve
##      1        1.2520             nan     0.1000    0.0434
##      2        1.1782             nan     0.1000    0.0362
##      3        1.1157             nan     0.1000    0.0307
##      4        1.0548             nan     0.1000    0.0296
##      5        1.0085             nan     0.1000    0.0217
##      6        0.9619             nan     0.1000    0.0223
##      7        0.9218             nan     0.1000    0.0201
##      8        0.8894             nan     0.1000    0.0144
##      9        0.8565             nan     0.1000    0.0171
##     10        0.8290             nan     0.1000    0.0123
##     20        0.6149             nan     0.1000    0.0066
##     40        0.4393             nan     0.1000    0.0020
##     60        0.3723             nan     0.1000    0.0006
##     80        0.3312             nan     0.1000    0.0006
##    100        0.3068             nan     0.1000    0.0002
##    120        0.2900             nan     0.1000   -0.0001
##    140        0.2727             nan     0.1000    0.0001
##    150        0.2674             nan     0.1000    0.0000
## 
## Iter   TrainDeviance   ValidDeviance   StepSize   Improve
##      1        1.2415             nan     0.1000    0.0497
##      2        1.1518             nan     0.1000    0.0440
##      3        1.0806             nan     0.1000    0.0355
##      4        1.0199             nan     0.1000    0.0292
##      5        0.9651             nan     0.1000    0.0270
##      6        0.9190             nan     0.1000    0.0229
##      7        0.8750             nan     0.1000    0.0212
##      8        0.8380             nan     0.1000    0.0189
##      9        0.8060             nan     0.1000    0.0151
##     10        0.7742             nan     0.1000    0.0146
##     20        0.5504             nan     0.1000    0.0054
##     40        0.3869             nan     0.1000    0.0016
##     60        0.3258             nan     0.1000   -0.0001
##     80        0.2876             nan     0.1000    0.0003
##    100        0.2676             nan     0.1000    0.0001
##    120        0.2494             nan     0.1000    0.0002
##    140        0.2369             nan     0.1000    0.0000
##    150        0.2302             nan     0.1000   -0.0001
## 
## Iter   TrainDeviance   ValidDeviance   StepSize   Improve
##      1        1.2596             nan     0.1000    0.0407
##      2        1.1807             nan     0.1000    0.0392
##      3        1.1170             nan     0.1000    0.0311
##      4        1.0640             nan     0.1000    0.0248
##      5        1.0063             nan     0.1000    0.0274
##      6        0.9603             nan     0.1000    0.0229
##      7        0.9195             nan     0.1000    0.0189
##      8        0.8870             nan     0.1000    0.0154
##      9        0.8528             nan     0.1000    0.0170
##     10        0.8224             nan     0.1000    0.0146
##     20        0.6139             nan     0.1000    0.0057
##     40        0.4436             nan     0.1000    0.0015
##     60        0.3744             nan     0.1000    0.0007
##     80        0.3358             nan     0.1000    0.0006
##    100        0.3106             nan     0.1000    0.0001
##    120        0.2954             nan     0.1000    0.0001
##    140        0.2780             nan     0.1000    0.0003
##    150        0.2733             nan     0.1000    0.0000
vctProcEnds <- proc.time()
print(paste("Boosting algorithm with GBM method Random Forest model created in secs: ",vctProcEnds[1] - vctProcStrt[1]))
## [1] "Boosting algorithm with GBM method Random Forest model created in secs:  45.83"

View Model - Boosting algorithm GBM Model Random Forest

rf_GBMModel
## Stochastic Gradient Boosting 
## 
## 3682 samples
##   57 predictor
##    2 classes: '0', '1' 
## 
## No pre-processing
## Resampling: Cross-Validated (10 fold) 
## Summary of sample sizes: 3314, 3314, 3314, 3314, 3314, 3314, ... 
## Resampling results across tuning parameters:
## 
##   interaction.depth  n.trees  Accuracy   Kappa    
##   1                   50      0.9166210  0.8218785
##   1                  100      0.9337332  0.8595841
##   1                  150      0.9407933  0.8747458
##   2                   50      0.9326463  0.8573640
##   2                  100      0.9445954  0.8830549
##   2                  150      0.9475823  0.8894205
##   3                   50      0.9378056  0.8684940
##   3                  100      0.9462251  0.8866059
##   3                  150      0.9473121  0.8889980
## 
## Tuning parameter 'shrinkage' was held constant at a value of 0.1
## 
## Tuning parameter 'n.minobsinnode' was held constant at a value of 10
## Accuracy was used to select the optimal model using  the largest value.
## The final values used for the model were n.trees = 150,
##  interaction.depth = 2, shrinkage = 0.1 and n.minobsinnode = 10.

Observation
The Boosting Algorithm: GBM method with 10 fold cross validation gives error rate of about 5.07%

Prediction - Test Data - GBM method Random Forest

vctRndForGBM <- predict(rf_GBMModel, newdata=dfrSpamTstData)
cmxRndForGBM <- confusionMatrix(vctRndForGBM, dfrSpamTstData$status)
cmxRndForGBM
## Confusion Matrix and Statistics
## 
##           Reference
## Prediction   0   1
##          0 533  35
##          1  24 327
##                                          
##                Accuracy : 0.9358         
##                  95% CI : (0.918, 0.9508)
##     No Information Rate : 0.6061         
##     P-Value [Acc > NIR] : <2e-16         
##                                          
##                   Kappa : 0.8648         
##  Mcnemar's Test P-Value : 0.193          
##                                          
##             Sensitivity : 0.9569         
##             Specificity : 0.9033         
##          Pos Pred Value : 0.9384         
##          Neg Pred Value : 0.9316         
##              Prevalence : 0.6061         
##          Detection Rate : 0.5800         
##    Detection Prevalence : 0.6181         
##       Balanced Accuracy : 0.9301         
##                                          
##        'Positive' Class : 0              
## 

Observation
1. The Boosting Algorithm: GBM method with 10 fold cross validation gives predicts with an accuracy of 94.12%

4. Boosting Algorithm: with 10 fold cross validation

vctProcStrt <- proc.time()
cvCtrl <- trainControl(method="cv",  number=10, allowParallel=T)
rf_crossfold <- train(status~ ., 
                   method="rf", 
                   data=dfrSpamTrnData, 
                   verbose=F,
                   importance=T,
                   trControl=cvCtrl
)
vctProcEnds <- proc.time()
print(paste("Ten fold default algorithm random forest model created in secs: ",vctProcEnds[1] - vctProcStrt[1]))
## [1] "Ten fold default algorithm random forest model created in secs:  849.76"

View Model - Ten fold default algorithm Random Forest

rf_crossfold
## Random Forest 
## 
## 3682 samples
##   57 predictor
##    2 classes: '0', '1' 
## 
## No pre-processing
## Resampling: Cross-Validated (10 fold) 
## Summary of sample sizes: 3314, 3313, 3314, 3313, 3314, 3314, ... 
## Resampling results across tuning parameters:
## 
##   mtry  Accuracy   Kappa    
##    2    0.9462288  0.8861703
##   29    0.9459571  0.8863315
##   57    0.9448686  0.8840775
## 
## Accuracy was used to select the optimal model using  the largest value.
## The final value used for the model was mtry = 2.

Observation
Boosting Algorithm: with 10 fold cross validation gives an error rate of about 5.2%

Prediction - Test Data - 10 fold cross validation method Random Forest

vctRndForTCV <- predict(rf_crossfold, newdata=dfrSpamTstData)
cmxRndForTCV <- confusionMatrix(vctRndForTCV, dfrSpamTstData$status)
cmxRndForTCV
## Confusion Matrix and Statistics
## 
##           Reference
## Prediction   0   1
##          0 535  41
##          1  22 321
##                                           
##                Accuracy : 0.9314          
##                  95% CI : (0.9131, 0.9469)
##     No Information Rate : 0.6061          
##     P-Value [Acc > NIR] : < 2e-16         
##                                           
##                   Kappa : 0.8551          
##  Mcnemar's Test P-Value : 0.02334         
##                                           
##             Sensitivity : 0.9605          
##             Specificity : 0.8867          
##          Pos Pred Value : 0.9288          
##          Neg Pred Value : 0.9359          
##              Prevalence : 0.6061          
##          Detection Rate : 0.5822          
##    Detection Prevalence : 0.6268          
##       Balanced Accuracy : 0.9236          
##                                           
##        'Positive' Class : 0               
## 

Observation
1. Boosting Algorithm: with 10 fold cross validation predicts with an accuracy of 94.34%

5. Boosting Algorithm: OOB method

## set seed
set.seed(707)
# start time
vctProcStrt <- proc.time()
# random forest (default)
myControl <- trainControl(method="oob", number=10, repeats=3)
myMetric <- "Accuracy"
myMtry <- sqrt(ncol(dfrSpamTrnData)-2)
myNtrees <- 500
myTuneGrid <- expand.grid(.mtry=myMtry)
rf_OOBModel <- train(status~., data=dfrSpamTrnData, 
                    verbose=F, metric=myMetric, trControl=myControl, 
                    tuneGrid=myTuneGrid, ntree=myNtrees)
# end time
vctProcEnds <- proc.time()
# print
print(paste("OOB method Random forest Model Created in secs :",vctProcEnds[1] - vctProcStrt[1]))
## [1] "OOB method Random forest Model Created in secs : 25.05"

View Model - Random Formbest (OOB)

rf_OOBModel
## Random Forest 
## 
## 3682 samples
##   57 predictor
##    2 classes: '0', '1' 
## 
## No pre-processing
## Resampling results:
## 
##   Accuracy  Kappa    
##   0.955459  0.9062127
## 
## Tuning parameter 'mtry' was held constant at a value of 7.483315

The Boosting Algorithm: OOB method gives error rate of about 5.05%

View Model Summary - Random Forest (OOB)

summary(rf_OOBModel)
##                 Length Class      Mode     
## call               6   -none-     call     
## type               1   -none-     character
## predicted       3682   factor     numeric  
## err.rate        1500   -none-     numeric  
## confusion          6   -none-     numeric  
## votes           7364   matrix     numeric  
## oob.times       3682   -none-     numeric  
## classes            2   -none-     character
## importance        57   -none-     numeric  
## importanceSD       0   -none-     NULL     
## localImportance    0   -none-     NULL     
## proximity          0   -none-     NULL     
## ntree              1   -none-     numeric  
## mtry               1   -none-     numeric  
## forest            14   -none-     list     
## y               3682   factor     numeric  
## test               0   -none-     NULL     
## inbag              0   -none-     NULL     
## xNames            57   -none-     character
## problemType        1   -none-     character
## tuneValue          1   data.frame list     
## obsLevels          2   -none-     character
## param              2   -none-     list

Prediction - Test Data - Random Forest (OOB)

vctRndForOob <- predict(rf_OOBModel, newdata=dfrSpamTstData)
cmxRndForOob <- confusionMatrix(vctRndForOob, dfrSpamTstData$status)
cmxRndForOob
## Confusion Matrix and Statistics
## 
##           Reference
## Prediction   0   1
##          0 539  32
##          1  18 330
##                                           
##                Accuracy : 0.9456          
##                  95% CI : (0.9289, 0.9594)
##     No Information Rate : 0.6061          
##     P-Value [Acc > NIR] : < 2e-16         
##                                           
##                   Kappa : 0.8853          
##  Mcnemar's Test P-Value : 0.06599         
##                                           
##             Sensitivity : 0.9677          
##             Specificity : 0.9116          
##          Pos Pred Value : 0.9440          
##          Neg Pred Value : 0.9483          
##              Prevalence : 0.6061          
##          Detection Rate : 0.5865          
##    Detection Prevalence : 0.6213          
##       Balanced Accuracy : 0.9396          
##                                           
##        'Positive' Class : 0               
## 

Observation
1. Boosting Algorithm: with OOB method predicts with an accuracy of 94.56%

Conclusion
Hence we see that second Random Forest algorithm gives the best result i.e the minimum error rate of about 4.45% and test data prediction accuracy of about 95.67 %

*****************************************WITH IMPUTATION****************************************

Creating a outliers dataframe

dfrSpamDatasetOutlier <- dfrSpamDataset

Replacing outliers with NA values using lapply and the treat_outliers function

dfrSpamDatasetOutlier[,1:57]= lapply(dfrSpamDatasetOutlier[,1:57], FUN=treat_outliers)

Missing Data

lapply(dfrSpamDatasetOutlier, FUN=detectNA)
## $word_freq_make
## [1] 230
## 
## $word_freq_address
## [1] 230
## 
## $word_freq_all
## [1] 80
## 
## $word_freq_3d
## [1] 47
## 
## $word_freq_our
## [1] 107
## 
## $word_freq_over
## [1] 225
## 
## $word_freq_remove
## [1] 229
## 
## $word_freq_internet
## [1] 228
## 
## $word_freq_order
## [1] 230
## 
## $word_freq_mail
## [1] 160
## 
## $word_freq_receive
## [1] 226
## 
## $word_freq_will
## [1] 79
## 
## $word_freq_people
## [1] 227
## 
## $word_freq_report
## [1] 229
## 
## $word_freq_addresses
## [1] 230
## 
## $word_freq_free
## [1] 195
## 
## $word_freq_business
## [1] 227
## 
## $word_freq_email
## [1] 230
## 
## $word_freq_you
## [1] 18
## 
## $word_freq_credit
## [1] 227
## 
## $word_freq_your
## [1] 65
## 
## $word_freq_font
## [1] 117
## 
## $word_freq_000
## [1] 230
## 
## $word_freq_money
## [1] 229
## 
## $word_freq_hp
## [1] 229
## 
## $word_freq_hpl
## [1] 228
## 
## $word_freq_george
## [1] 229
## 
## $word_freq_650
## [1] 230
## 
## $word_freq_lab
## [1] 228
## 
## $word_freq_labs
## [1] 227
## 
## $word_freq_telnet
## [1] 228
## 
## $word_freq_857
## [1] 205
## 
## $word_freq_data
## [1] 230
## 
## $word_freq_415
## [1] 215
## 
## $word_freq_85
## [1] 229
## 
## $word_freq_technology
## [1] 228
## 
## $word_freq_1999
## [1] 225
## 
## $word_freq_parts
## [1] 83
## 
## $word_freq_pm
## [1] 230
## 
## $word_freq_direct
## [1] 230
## 
## $word_freq_cs
## [1] 148
## 
## $word_freq_meeting
## [1] 229
## 
## $word_freq_original
## [1] 229
## 
## $word_freq_project
## [1] 229
## 
## $word_freq_re
## [1] 207
## 
## $word_freq_edu
## [1] 228
## 
## $word_freq_table
## [1] 63
## 
## $word_freq_conference
## [1] 203
## 
## $char_freq_semicolon
## [1] 230
## 
## $char_freq_openbracket
## [1] 70
## 
## $char_freq_openboxbracket
## [1] 229
## 
## $char_freq_exclamation
## [1] 105
## 
## $char_freq_dollar
## [1] 181
## 
## $char_freq_hash
## [1] 230
## 
## $capital_run_length_average
## [1] 151
## 
## $capital_run_length_longest
## [1] 173
## 
## $capital_run_length_total
## [1] 130
## 
## $status
## [1] 0

Result
Therefore we have successfully replaced outliers value with the NA values.

Imputing data with the help of miss forest concept

dfrSpamDatasetOutlier.imp <- missForest(dfrSpamDatasetOutlier)
##   missForest iteration 1 in progress...
## Warning in randomForest.default(x = obsX, y = obsY, ntree = ntree, mtry =
## mtry, : The response has five or fewer unique values. Are you sure you want
## to do regression?

## Warning in randomForest.default(x = obsX, y = obsY, ntree = ntree, mtry =
## mtry, : The response has five or fewer unique values. Are you sure you want
## to do regression?

## Warning in randomForest.default(x = obsX, y = obsY, ntree = ntree, mtry =
## mtry, : The response has five or fewer unique values. Are you sure you want
## to do regression?

## Warning in randomForest.default(x = obsX, y = obsY, ntree = ntree, mtry =
## mtry, : The response has five or fewer unique values. Are you sure you want
## to do regression?

## Warning in randomForest.default(x = obsX, y = obsY, ntree = ntree, mtry =
## mtry, : The response has five or fewer unique values. Are you sure you want
## to do regression?

## Warning in randomForest.default(x = obsX, y = obsY, ntree = ntree, mtry =
## mtry, : The response has five or fewer unique values. Are you sure you want
## to do regression?

## Warning in randomForest.default(x = obsX, y = obsY, ntree = ntree, mtry =
## mtry, : The response has five or fewer unique values. Are you sure you want
## to do regression?

## Warning in randomForest.default(x = obsX, y = obsY, ntree = ntree, mtry =
## mtry, : The response has five or fewer unique values. Are you sure you want
## to do regression?
## done!
##   missForest iteration 2 in progress...
## Warning in randomForest.default(x = obsX, y = obsY, ntree = ntree, mtry =
## mtry, : The response has five or fewer unique values. Are you sure you want
## to do regression?

## Warning in randomForest.default(x = obsX, y = obsY, ntree = ntree, mtry =
## mtry, : The response has five or fewer unique values. Are you sure you want
## to do regression?

## Warning in randomForest.default(x = obsX, y = obsY, ntree = ntree, mtry =
## mtry, : The response has five or fewer unique values. Are you sure you want
## to do regression?

## Warning in randomForest.default(x = obsX, y = obsY, ntree = ntree, mtry =
## mtry, : The response has five or fewer unique values. Are you sure you want
## to do regression?

## Warning in randomForest.default(x = obsX, y = obsY, ntree = ntree, mtry =
## mtry, : The response has five or fewer unique values. Are you sure you want
## to do regression?

## Warning in randomForest.default(x = obsX, y = obsY, ntree = ntree, mtry =
## mtry, : The response has five or fewer unique values. Are you sure you want
## to do regression?

## Warning in randomForest.default(x = obsX, y = obsY, ntree = ntree, mtry =
## mtry, : The response has five or fewer unique values. Are you sure you want
## to do regression?

## Warning in randomForest.default(x = obsX, y = obsY, ntree = ntree, mtry =
## mtry, : The response has five or fewer unique values. Are you sure you want
## to do regression?
## done!
##   missForest iteration 3 in progress...
## Warning in randomForest.default(x = obsX, y = obsY, ntree = ntree, mtry =
## mtry, : The response has five or fewer unique values. Are you sure you want
## to do regression?

## Warning in randomForest.default(x = obsX, y = obsY, ntree = ntree, mtry =
## mtry, : The response has five or fewer unique values. Are you sure you want
## to do regression?

## Warning in randomForest.default(x = obsX, y = obsY, ntree = ntree, mtry =
## mtry, : The response has five or fewer unique values. Are you sure you want
## to do regression?

## Warning in randomForest.default(x = obsX, y = obsY, ntree = ntree, mtry =
## mtry, : The response has five or fewer unique values. Are you sure you want
## to do regression?

## Warning in randomForest.default(x = obsX, y = obsY, ntree = ntree, mtry =
## mtry, : The response has five or fewer unique values. Are you sure you want
## to do regression?

## Warning in randomForest.default(x = obsX, y = obsY, ntree = ntree, mtry =
## mtry, : The response has five or fewer unique values. Are you sure you want
## to do regression?

## Warning in randomForest.default(x = obsX, y = obsY, ntree = ntree, mtry =
## mtry, : The response has five or fewer unique values. Are you sure you want
## to do regression?

## Warning in randomForest.default(x = obsX, y = obsY, ntree = ntree, mtry =
## mtry, : The response has five or fewer unique values. Are you sure you want
## to do regression?
## done!
##   missForest iteration 4 in progress...
## Warning in randomForest.default(x = obsX, y = obsY, ntree = ntree, mtry =
## mtry, : The response has five or fewer unique values. Are you sure you want
## to do regression?

## Warning in randomForest.default(x = obsX, y = obsY, ntree = ntree, mtry =
## mtry, : The response has five or fewer unique values. Are you sure you want
## to do regression?

## Warning in randomForest.default(x = obsX, y = obsY, ntree = ntree, mtry =
## mtry, : The response has five or fewer unique values. Are you sure you want
## to do regression?

## Warning in randomForest.default(x = obsX, y = obsY, ntree = ntree, mtry =
## mtry, : The response has five or fewer unique values. Are you sure you want
## to do regression?

## Warning in randomForest.default(x = obsX, y = obsY, ntree = ntree, mtry =
## mtry, : The response has five or fewer unique values. Are you sure you want
## to do regression?

## Warning in randomForest.default(x = obsX, y = obsY, ntree = ntree, mtry =
## mtry, : The response has five or fewer unique values. Are you sure you want
## to do regression?

## Warning in randomForest.default(x = obsX, y = obsY, ntree = ntree, mtry =
## mtry, : The response has five or fewer unique values. Are you sure you want
## to do regression?

## Warning in randomForest.default(x = obsX, y = obsY, ntree = ntree, mtry =
## mtry, : The response has five or fewer unique values. Are you sure you want
## to do regression?
## done!
dfrSpamDatasetOutlier.imp$ximp
##      word_freq_make word_freq_address word_freq_all word_freq_3d
## 1      0.000000e+00      6.400000e-01  6.400000e-01            0
## 2      2.100000e-01      2.800000e-01  5.000000e-01            0
## 3      6.000000e-02      0.000000e+00  7.100000e-01            0
## 4      0.000000e+00      0.000000e+00  0.000000e+00            0
## 5      0.000000e+00      0.000000e+00  0.000000e+00            0
## 6      0.000000e+00      0.000000e+00  0.000000e+00            0
## 7      0.000000e+00      0.000000e+00  0.000000e+00            0
## 8      0.000000e+00      0.000000e+00  0.000000e+00            0
## 9      1.500000e-01      0.000000e+00  4.600000e-01            0
## 10     6.000000e-02      1.200000e-01  7.700000e-01            0
## 11     0.000000e+00      0.000000e+00  0.000000e+00            0
## 12     0.000000e+00      0.000000e+00  2.500000e-01            0
## 13     0.000000e+00      2.052632e-01  3.400000e-01            0
## 14     0.000000e+00      0.000000e+00  0.000000e+00            0
## 15     0.000000e+00      0.000000e+00  1.420000e+00            0
## 16     0.000000e+00      4.200000e-01  4.200000e-01            0
## 17     0.000000e+00      0.000000e+00  0.000000e+00            0
## 18     0.000000e+00      0.000000e+00  0.000000e+00            0
## 19     0.000000e+00      0.000000e+00  5.500000e-01            0
## 20     0.000000e+00      6.300000e-01  0.000000e+00            0
## 21     0.000000e+00      0.000000e+00  0.000000e+00            0
## 22     5.000000e-02      7.000000e-02  1.000000e-01            0
## 23     0.000000e+00      0.000000e+00  0.000000e+00            0
## 24     0.000000e+00      0.000000e+00  0.000000e+00            0
## 25     0.000000e+00      0.000000e+00  0.000000e+00            0
## 26     5.000000e-02      7.000000e-02  1.000000e-01            0
## 27     0.000000e+00      0.000000e+00  0.000000e+00            0
## 28     0.000000e+00      0.000000e+00  0.000000e+00            0
## 29     0.000000e+00      0.000000e+00  0.000000e+00            0
## 30     0.000000e+00      0.000000e+00  0.000000e+00            0
## 31     1.400000e-02      0.000000e+00  0.000000e+00            0
## 32     0.000000e+00      0.000000e+00  1.230000e-02            0
## 33     0.000000e+00      0.000000e+00  0.000000e+00            0
## 34     0.000000e+00      0.000000e+00  0.000000e+00            0
## 35     0.000000e+00      3.157143e-02  0.000000e+00            0
## 36     0.000000e+00      0.000000e+00  1.118557e-01            0
## 37     0.000000e+00      0.000000e+00  0.000000e+00            0
## 38     0.000000e+00      0.000000e+00  4.800000e-01            0
## 39     0.000000e+00      4.800000e-01  4.800000e-01            0
## 40     0.000000e+00      4.100000e-01  1.660000e+00            0
## 41     3.000000e-01      0.000000e+00  0.000000e+00            0
## 42     0.000000e+00      0.000000e+00  0.000000e+00            0
## 43     0.000000e+00      0.000000e+00  0.000000e+00            0
## 44     0.000000e+00      0.000000e+00  5.500000e-01            0
## 45     0.000000e+00      0.000000e+00  0.000000e+00            0
## 46     1.500000e-01      4.500000e-01  1.050000e+00            0
## 47     1.800000e-01      0.000000e+00  1.800000e-01            0
## 48     4.900000e-01      0.000000e+00  9.900000e-01            0
## 49     4.600000e-01      3.000000e-01  4.600000e-01            0
## 50     4.600000e-01      4.600000e-01  2.600000e-01            0
## 51     0.000000e+00      1.125000e-02  0.000000e+00            0
## 52     1.405083e-01      3.600000e-01  1.090000e+00            0
## 53     6.000000e-02      1.200000e-01  7.700000e-01            0
## 54     0.000000e+00      8.100000e-03  0.000000e+00            0
## 55     1.471833e-01      3.600000e-01  7.300000e-01            0
## 56     0.000000e+00      0.000000e+00  0.000000e+00            0
## 57     0.000000e+00      0.000000e+00  0.000000e+00            0
## 58     0.000000e+00      0.000000e+00  1.260000e+00            0
## 59     0.000000e+00      4.500000e-01  4.500000e-01            0
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## 1476   0.000000e+00      1.900000e-01  1.080000e+00            0
## 1477   6.100000e-01      0.000000e+00  0.000000e+00            0
## 1478   0.000000e+00      0.000000e+00  0.000000e+00            0
## 1479   0.000000e+00      0.000000e+00  7.000000e-01            0
## 1480   0.000000e+00      2.600000e-01  7.800000e-01            0
## 1481   1.700000e-01      1.700000e-01  2.500000e-01            0
## 1482   1.492400e-01      0.000000e+00  3.500000e-01            0
## 1483   0.000000e+00      0.000000e+00  7.100000e-01            0
## 1484   0.000000e+00      0.000000e+00  0.000000e+00            0
## 1485   0.000000e+00      2.600000e-01  0.000000e+00            0
## 1486   2.700000e-01      2.700000e-01  2.700000e-01            0
## 1487   1.600000e-01      0.000000e+00  2.400000e-01            0
## 1488   0.000000e+00      0.000000e+00  1.290000e+00            0
## 1489   1.900000e-01      0.000000e+00  3.800000e-01            0
## 1490   1.900000e-01      0.000000e+00  1.900000e-01            0
## 1491   0.000000e+00      0.000000e+00  0.000000e+00            0
## 1492   0.000000e+00      0.000000e+00  0.000000e+00            0
## 1493   5.811250e-02      0.000000e+00  8.600000e-01            0
## 1494   0.000000e+00      0.000000e+00  0.000000e+00            0
## 1495   5.980000e-02      3.800000e-01  0.000000e+00            0
## 1496   0.000000e+00      0.000000e+00  9.400000e-01            0
## 1497   0.000000e+00      0.000000e+00  0.000000e+00            0
## 1498   5.200000e-01      1.119000e-01  2.600000e-01            0
## 1499   4.700000e-01      0.000000e+00  9.500000e-01            0
## 1500   0.000000e+00      0.000000e+00  4.700000e-01            0
## 1501   4.900000e-01      0.000000e+00  9.900000e-01            0
## 1502   0.000000e+00      0.000000e+00  0.000000e+00            0
## 1503   1.350625e-02      0.000000e+00  1.630000e+00            0
## 1504   2.700000e-01      0.000000e+00  1.600000e-01            0
## 1505   3.300000e-01      0.000000e+00  0.000000e+00            0
## 1506   2.300000e-01      2.300000e-01  4.700000e-01            0
## 1507   0.000000e+00      0.000000e+00  1.210000e+00            0
## 1508   0.000000e+00      1.700000e-01  0.000000e+00            0
## 1509   0.000000e+00      6.060000e-02  0.000000e+00            0
## 1510   0.000000e+00      5.600000e-01  5.600000e-01            0
## 1511   3.709621e-01      0.000000e+00  8.000000e-01            0
## 1512   0.000000e+00      0.000000e+00  0.000000e+00            0
## 1513   0.000000e+00      0.000000e+00  0.000000e+00            0
## 1514   0.000000e+00      0.000000e+00  0.000000e+00            0
## 1515   0.000000e+00      0.000000e+00  0.000000e+00            0
## 1516   2.800000e-01      2.800000e-01  2.800000e-01            0
## 1517   0.000000e+00      5.000000e-01  0.000000e+00            0
## 1518   0.000000e+00      0.000000e+00  0.000000e+00            0
## 1519   1.600000e-01      1.600000e-01  5.000000e-01            0
## 1520   0.000000e+00      0.000000e+00  0.000000e+00            0
## 1521   0.000000e+00      6.600000e-03  0.000000e+00            0
## 1522   0.000000e+00      0.000000e+00  0.000000e+00            0
## 1523   0.000000e+00      0.000000e+00  0.000000e+00            0
## 1524   4.900000e-01      2.100000e-01  5.600000e-01            0
## 1525   0.000000e+00      6.600000e-03  0.000000e+00            0
## 1526   0.000000e+00      0.000000e+00  1.780000e+00            0
## 1527   0.000000e+00      0.000000e+00  0.000000e+00            0
## 1528   0.000000e+00      0.000000e+00  0.000000e+00            0
## 1529   0.000000e+00      3.300000e-01  3.300000e-01            0
## 1530   0.000000e+00      5.500000e-01  5.500000e-01            0
## 1531   0.000000e+00      0.000000e+00  0.000000e+00            0
## 1532   6.300000e-01      6.300000e-01  6.300000e-01            0
## 1533   0.000000e+00      0.000000e+00  0.000000e+00            0
## 1534   0.000000e+00      0.000000e+00  0.000000e+00            0
## 1535   1.500000e-01      0.000000e+00  1.220000e+00            0
## 1536   0.000000e+00      0.000000e+00  0.000000e+00            0
## 1537   1.600000e-01      0.000000e+00  3.200000e-01            0
## 1538   0.000000e+00      0.000000e+00  0.000000e+00            0
## 1539   0.000000e+00      0.000000e+00  0.000000e+00            0
## 1540   2.857833e-01      1.700000e-01  5.200000e-01            0
## 1541   0.000000e+00      0.000000e+00  0.000000e+00            0
## 1542   5.600000e-01      0.000000e+00  5.600000e-01            0
## 1543   7.000000e-02      0.000000e+00  1.500000e-01            0
## 1544   5.400000e-01      0.000000e+00  1.080000e+00            0
## 1545   0.000000e+00      2.150000e-02  0.000000e+00            0
## 1546   4.100000e-01      0.000000e+00  4.100000e-01            0
## 1547   1.400000e-01      0.000000e+00  2.900000e-01            0
## 1548   0.000000e+00      2.900000e-01  2.900000e-01            0
## 1549   1.700000e-01      0.000000e+00  8.000000e-02            0
## 1550   2.200000e-01      0.000000e+00  7.800000e-01            0
## 1551   5.800000e-01      0.000000e+00  5.800000e-01            0
## 1552   2.600000e-01      5.000000e-02  1.450000e+00            0
## 1553   4.400000e-01      0.000000e+00  0.000000e+00            0
## 1554   4.300000e-01      0.000000e+00  0.000000e+00            0
## 1555   0.000000e+00      0.000000e+00  0.000000e+00            0
## 1556   0.000000e+00      0.000000e+00  0.000000e+00            0
## 1557   0.000000e+00      0.000000e+00  0.000000e+00            0
## 1558   0.000000e+00      9.207308e-02  8.100000e-01            0
## 1559   5.200000e-01      0.000000e+00  3.679196e-01            0
## 1560   3.200000e-01      0.000000e+00  8.000000e-01            0
## 1561   0.000000e+00      0.000000e+00  1.200000e+00            0
## 1562   5.800000e-01      0.000000e+00  1.900000e-01            0
## 1563   0.000000e+00      0.000000e+00  0.000000e+00            0
## 1564   0.000000e+00      0.000000e+00  0.000000e+00            0
## 1565   0.000000e+00      0.000000e+00  0.000000e+00            0
## 1566   0.000000e+00      5.392222e-02  0.000000e+00            0
## 1567   0.000000e+00      1.740000e-02  0.000000e+00            0
## 1568   0.000000e+00      0.000000e+00  1.408000e-01            0
## 1569   5.000000e-01      1.900000e-01  5.700000e-01            0
## 1570   9.000000e-02      9.000000e-02  1.140000e+00            0
## 1571   0.000000e+00      0.000000e+00  1.070000e+00            0
## 1572   0.000000e+00      0.000000e+00  0.000000e+00            0
## 1573   0.000000e+00      0.000000e+00  0.000000e+00            0
## 1574   0.000000e+00      2.000000e-01  1.830000e+00            0
## 1575   0.000000e+00      0.000000e+00  0.000000e+00            0
## 1576   0.000000e+00      0.000000e+00  0.000000e+00            0
## 1577   2.577524e-01      3.800000e-01  7.700000e-01            0
## 1578   0.000000e+00      0.000000e+00  0.000000e+00            0
## 1579   1.700000e-01      2.600000e-01  1.240000e+00            0
## 1580   1.300000e-01      1.300000e-01  2.600000e-01            0
## 1581   0.000000e+00      0.000000e+00  8.300000e-01            0
## 1582   0.000000e+00      0.000000e+00  0.000000e+00            0
## 1583   0.000000e+00      0.000000e+00  0.000000e+00            0
## 1584   5.800000e-01      0.000000e+00  1.900000e-01            0
## 1585   0.000000e+00      0.000000e+00  0.000000e+00            0
## 1586   0.000000e+00      0.000000e+00  0.000000e+00            0
## 1587   0.000000e+00      3.800000e-01  3.800000e-01            0
## 1588   2.112500e-02      4.900000e-01  0.000000e+00            0
## 1589   5.200000e-01      0.000000e+00  1.050000e+00            0
## 1590   8.000000e-02      0.000000e+00  3.200000e-01            0
## 1591   0.000000e+00      0.000000e+00  0.000000e+00            0
## 1592   2.200000e-03      0.000000e+00  0.000000e+00            0
## 1593   2.565524e-01      3.800000e-01  7.700000e-01            0
## 1594   0.000000e+00      0.000000e+00  1.294109e-01            0
## 1595   0.000000e+00      6.190000e-02  0.000000e+00            0
## 1596   3.200000e-01      1.600000e-01  5.600000e-01            0
## 1597   2.800000e-01      0.000000e+00  0.000000e+00            0
## 1598   0.000000e+00      0.000000e+00  0.000000e+00            0
## 1599   9.000000e-02      9.000000e-02  1.140000e+00            0
## 1600   0.000000e+00      0.000000e+00  4.200000e-01            0
## 1601   3.200000e-01      9.000000e-02  6.000000e-01            0
## 1602   1.400000e-01      2.800000e-01  8.400000e-01            0
## 1603   1.300000e-01      2.700000e-01  8.300000e-01            0
## 1604   3.400000e-01      1.700000e-01  1.700000e-01            0
## 1605   2.577524e-01      3.800000e-01  7.700000e-01            0
## 1606   4.000000e-01      1.800000e-01  3.200000e-01            0
## 1607   0.000000e+00      0.000000e+00  0.000000e+00            0
## 1608   2.527524e-01      3.800000e-01  7.700000e-01            0
## 1609   3.200000e-01      0.000000e+00  6.400000e-01            0
## 1610   0.000000e+00      1.700000e-01  1.030000e+00            0
## 1611   0.000000e+00      0.000000e+00  0.000000e+00            0
## 1612   2.577524e-01      3.800000e-01  7.700000e-01            0
## 1613   1.400000e-01      2.900000e-01  4.400000e-01            0
## 1614   1.400000e-01      2.900000e-01  4.400000e-01            0
## 1615   0.000000e+00      1.700000e-01  0.000000e+00            0
## 1616   0.000000e+00      0.000000e+00  3.600000e-01            0
## 1617   0.000000e+00      0.000000e+00  5.800000e-01            0
## 1618   0.000000e+00      0.000000e+00  0.000000e+00            0
## 1619   0.000000e+00      0.000000e+00  0.000000e+00            0
## 1620   2.565524e-01      3.800000e-01  7.700000e-01            0
## 1621   4.300000e-01      2.600000e-01  4.300000e-01            0
## 1622   0.000000e+00      0.000000e+00  0.000000e+00            0
## 1623   7.645000e-02      0.000000e+00  0.000000e+00            0
## 1624   0.000000e+00      0.000000e+00  0.000000e+00            0
## 1625   0.000000e+00      0.000000e+00  1.550000e+00            0
## 1626   0.000000e+00      0.000000e+00  0.000000e+00            0
## 1627   0.000000e+00      1.300000e-01  1.300000e-01            0
## 1628   2.857833e-01      1.700000e-01  5.200000e-01            0
## 1629   0.000000e+00      2.700000e-01  5.400000e-01            0
## 1630   4.000000e-01      0.000000e+00  0.000000e+00            0
## 1631  -5.179190e-16     -5.537237e-17  0.000000e+00            0
## 1632   0.000000e+00      0.000000e+00  0.000000e+00            0
## 1633   0.000000e+00      0.000000e+00  0.000000e+00            0
## 1634   0.000000e+00     -2.726985e-17  0.000000e+00            0
## 1635   4.000000e-01      3.400000e-01  2.700000e-01            0
## 1636   0.000000e+00      0.000000e+00  0.000000e+00            0
## 1637   0.000000e+00      0.000000e+00  0.000000e+00            0
## 1638   0.000000e+00      0.000000e+00  0.000000e+00            0
## 1639   1.900000e-01      1.900000e-01  1.900000e-01            0
## 1640   2.857833e-01      1.700000e-01  5.200000e-01            0
## 1641   0.000000e+00      0.000000e+00  0.000000e+00            0
## 1642   0.000000e+00      0.000000e+00  0.000000e+00            0
## 1643   2.100000e-01      2.100000e-01  4.200000e-01            0
## 1644   0.000000e+00      2.900000e-01  2.900000e-01            0
## 1645   2.200000e-01      2.296500e-01  4.400000e-01            0
## 1646   0.000000e+00      0.000000e+00  0.000000e+00            0
## 1647   0.000000e+00      0.000000e+00  0.000000e+00            0
## 1648   2.200000e-01      2.296500e-01  4.400000e-01            0
## 1649   1.000000e-01      0.000000e+00  7.400000e-01            0
## 1650   0.000000e+00      3.200000e-01  0.000000e+00            0
## 1651   4.300000e-01      0.000000e+00  4.300000e-01            0
## 1652   4.300000e-01      2.600000e-01  4.300000e-01            0
## 1653   9.412500e-02      0.000000e+00  1.060000e+00            0
## 1654   4.300000e-01      4.000000e-01  3.700000e-01            0
## 1655   0.000000e+00      0.000000e+00  1.900000e-01            0
## 1656   0.000000e+00      2.400000e-01  1.450000e+00            0
## 1657   3.500000e-01      1.000000e-01  5.500000e-01            0
## 1658   0.000000e+00      0.000000e+00  0.000000e+00            0
## 1659   0.000000e+00      0.000000e+00  0.000000e+00            0
## 1660   0.000000e+00      4.500000e-01  1.350000e+00            0
## 1661   4.000000e-01      4.000000e-01  0.000000e+00            0
## 1662   1.000000e-01      1.000000e-01  3.000000e-02            0
## 1663   1.400000e-01      1.800000e-01  7.900000e-01            0
## 1664   0.000000e+00      0.000000e+00  2.100000e-01            0
## 1665   3.300000e-01      4.200000e-01  7.500000e-01            0
## 1666   0.000000e+00      9.970000e-02  3.200000e-01            0
## 1667   0.000000e+00      0.000000e+00  0.000000e+00            0
## 1668   3.300000e-01      1.600000e-01  1.600000e-01            0
## 1669   0.000000e+00      0.000000e+00  0.000000e+00            0
## 1670   0.000000e+00      3.043333e-02  5.500000e-01            0
## 1671   0.000000e+00      0.000000e+00  2.400000e-01            0
## 1672   0.000000e+00      0.000000e+00  0.000000e+00            0
## 1673   1.500000e-01      0.000000e+00  3.000000e-01            0
## 1674   1.300000e-01      1.000000e-01  5.500000e-01            0
## 1675   0.000000e+00      0.000000e+00  0.000000e+00            0
## 1676   0.000000e+00      0.000000e+00  0.000000e+00            0
## 1677   0.000000e+00      0.000000e+00  0.000000e+00            0
## 1678   0.000000e+00      0.000000e+00  9.400000e-01            0
## 1679   2.517278e-01      1.600000e-01  4.100000e-01            0
## 1680   0.000000e+00      2.200000e-01  2.200000e-01            0
## 1681   0.000000e+00      0.000000e+00  6.800000e-01            0
## 1682   2.600000e-01      4.600000e-01  9.900000e-01            0
## 1683   0.000000e+00      2.600000e-01  7.800000e-01            0
## 1684   1.400000e-01      0.000000e+00  2.900000e-01            0
## 1685   0.000000e+00      2.600000e-01  7.800000e-01            0
## 1686   0.000000e+00      0.000000e+00  0.000000e+00            0
## 1687   0.000000e+00      0.000000e+00  6.934000e-02            0
## 1688   0.000000e+00      0.000000e+00  0.000000e+00            0
## 1689   0.000000e+00      1.800000e-01  3.700000e-01            0
## 1690   0.000000e+00      0.000000e+00  0.000000e+00            0
## 1691   0.000000e+00      2.800000e-01  0.000000e+00            0
## 1692   9.000000e-02      4.900000e-01  5.900000e-01            0
## 1693   0.000000e+00      5.500000e-01  5.500000e-01            0
## 1694   5.800000e-01      0.000000e+00  3.400000e-01            0
## 1695   0.000000e+00      1.800000e-01  1.800000e-01            0
## 1696   0.000000e+00      0.000000e+00  0.000000e+00            0
## 1697   4.900000e-01      0.000000e+00  2.400000e-01            0
## 1698   0.000000e+00      0.000000e+00  0.000000e+00            0
## 1699   0.000000e+00      0.000000e+00  2.900000e-01            0
## 1700   0.000000e+00      0.000000e+00  5.700000e-01            0
## 1701   0.000000e+00      0.000000e+00  0.000000e+00            0
## 1702   2.465278e-01      1.600000e-01  4.000000e-01            0
## 1703   0.000000e+00      2.600000e-01  7.900000e-01            0
## 1704   2.466278e-01      1.600000e-01  4.100000e-01            0
## 1705   5.800000e-01      0.000000e+00  3.400000e-01            0
## 1706   0.000000e+00      0.000000e+00  0.000000e+00            0
## 1707   4.100000e-01      0.000000e+00  4.100000e-01            0
## 1708   0.000000e+00      0.000000e+00  0.000000e+00            0
## 1709   0.000000e+00      2.600000e-01  7.900000e-01            0
## 1710   0.000000e+00      3.200000e-01  0.000000e+00            0
## 1711   0.000000e+00      0.000000e+00  0.000000e+00            0
## 1712   0.000000e+00      0.000000e+00  0.000000e+00            0
## 1713   9.000000e-02      4.900000e-01  5.900000e-01            0
## 1714   3.600000e-01      2.900000e-01  3.600000e-01            0
## 1715   0.000000e+00      0.000000e+00  0.000000e+00            0
## 1716   0.000000e+00      0.000000e+00  0.000000e+00            0
## 1717   1.700000e-01      2.200000e-01  6.200000e-01            0
## 1718   0.000000e+00      0.000000e+00  0.000000e+00            0
## 1719   0.000000e+00      2.600000e-01  7.800000e-01            0
## 1720   0.000000e+00      0.000000e+00  0.000000e+00            0
## 1721   0.000000e+00      0.000000e+00  0.000000e+00            0
## 1722   0.000000e+00      0.000000e+00  0.000000e+00            0
## 1723   0.000000e+00      0.000000e+00  0.000000e+00            0
## 1724   0.000000e+00      0.000000e+00  0.000000e+00            0
##      word_freq_our word_freq_over word_freq_remove word_freq_internet
## 1     3.200000e-01   0.000000e+00     0.000000e+00       0.000000e+00
## 2     1.400000e-01   2.800000e-01     2.100000e-01       7.000000e-02
## 3     1.230000e+00   1.900000e-01     1.900000e-01       1.200000e-01
## 4     6.300000e-01   0.000000e+00     3.100000e-01       8.511667e-02
## 5     6.300000e-01   0.000000e+00     3.100000e-01       8.511667e-02
## 6     1.850000e+00   0.000000e+00     0.000000e+00      -5.607320e-16
## 7     1.920000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 8     1.880000e+00   0.000000e+00     0.000000e+00      -5.606626e-16
## 9     6.100000e-01   0.000000e+00     3.000000e-01       0.000000e+00
## 10    1.900000e-01   3.200000e-01     3.800000e-01       0.000000e+00
## 11    0.000000e+00   0.000000e+00     3.914167e-02       0.000000e+00
## 12    3.800000e-01   2.500000e-01     2.500000e-01       0.000000e+00
## 13    3.400000e-01   0.000000e+00     0.000000e+00       0.000000e+00
## 14    9.000000e-01   0.000000e+00     3.986000e-02       0.000000e+00
## 15    7.100000e-01   3.500000e-01     0.000000e+00       3.500000e-01
## 16    1.270000e+00   0.000000e+00     4.200000e-01       0.000000e+00
## 17    9.400000e-01   0.000000e+00     0.000000e+00       0.000000e+00
## 18    0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 19    1.110000e+00   0.000000e+00     1.800000e-01       0.000000e+00
## 20    1.590000e+00   3.100000e-01     0.000000e+00       0.000000e+00
## 21    0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 22    7.600000e-01   5.000000e-02     1.500000e-01       2.000000e-02
## 23    2.184527e-02   0.000000e+00     0.000000e+00       0.000000e+00
## 24    1.160000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 25    0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 26    7.600000e-01   5.000000e-02     1.500000e-01       2.000000e-02
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## 28    0.000000e+00   0.000000e+00    -5.953571e-17       0.000000e+00
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## 30    6.500000e-01   0.000000e+00     6.500000e-01       0.000000e+00
## 31    0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 32    0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
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## 34    0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 35    0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
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## 37    1.538845e-02   0.000000e+00     0.000000e+00       0.000000e+00
## 38    1.460000e+00   0.000000e+00     4.800000e-01       0.000000e+00
## 39    4.800000e-01   0.000000e+00     0.000000e+00       0.000000e+00
## 40    4.100000e-01   0.000000e+00     0.000000e+00       0.000000e+00
## 41    6.100000e-01   1.883739e-01     0.000000e+00       6.173333e-02
## 42    2.028845e-02   0.000000e+00     0.000000e+00       0.000000e+00
## 43    1.538845e-02   0.000000e+00     0.000000e+00       0.000000e+00
## 44    1.110000e+00   0.000000e+00     1.800000e-01       0.000000e+00
## 45    5.200000e-01   0.000000e+00     2.600000e-01       5.200000e-01
## 46    4.500000e-01   0.000000e+00     0.000000e+00       1.373333e-01
## 47    1.570000e+00   3.600000e-01     6.000000e-02       6.000000e-02
## 48    0.000000e+00   1.561133e-01     0.000000e+00       0.000000e+00
## 49    5.000000e-02   1.200000e-01     5.000000e-02       2.800000e-01
## 50    0.000000e+00   3.300000e-01     6.000000e-02       3.300000e-01
## 51    1.920000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 52    0.000000e+00   1.282000e-01     7.300000e-01       1.664000e-01
## 53    1.900000e-01   3.200000e-01     3.800000e-01       0.000000e+00
## 54    0.000000e+00   4.400000e-03     0.000000e+00       0.000000e+00
## 55    0.000000e+00   1.223000e-01     7.300000e-01       1.489000e-01
## 56    0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
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## 61    0.000000e+00   0.000000e+00     5.900000e-01       0.000000e+00
## 62    2.300000e-01   0.000000e+00     0.000000e+00       0.000000e+00
## 63    1.390000e+00   0.000000e+00     1.614849e-01       5.533333e-02
## 64    6.800000e-01   0.000000e+00     6.800000e-01       0.000000e+00
## 65    1.320000e+00   3.600000e-01     0.000000e+00       3.600000e-01
## 66    0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
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## 71    1.260000e+00   0.000000e+00     1.402506e-01       8.850000e-02
## 72    5.300000e-01   0.000000e+00     0.000000e+00       0.000000e+00
## 73    4.400000e-01   0.000000e+00     0.000000e+00       0.000000e+00
## 74    4.600000e-01   4.600000e-01     4.600000e-01       0.000000e+00
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## 76    0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
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## 78    1.800000e-01   1.200000e-01     0.000000e+00       2.500000e-01
## 79    1.670000e+00   2.000000e-01     2.000000e-01       0.000000e+00
## 80    0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 81    0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 82    0.000000e+00   0.000000e+00     2.300000e-01       0.000000e+00
## 83    0.000000e+00   0.000000e+00     0.000000e+00       6.216061e-02
## 84    1.280000e+00   1.487500e-02     0.000000e+00       0.000000e+00
## 85    0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 86    1.400000e+00   0.000000e+00     4.600000e-01       1.723750e-02
## 87    1.150000e+00   1.389917e-01     0.000000e+00       0.000000e+00
## 88    0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 89    4.000000e-01   0.000000e+00     0.000000e+00       0.000000e+00
## 90    0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 91    6.431902e-01   0.000000e+00     4.181988e-01       0.000000e+00
## 92    5.000000e-02   1.300000e-01     5.000000e-02       2.600000e-01
## 93    1.400000e-01   3.000000e-02     3.000000e-02       1.400000e-01
## 94    1.400000e-01   3.000000e-02     3.000000e-02       1.400000e-01
## 95    0.000000e+00   0.000000e+00     0.000000e+00       4.600000e-01
## 96    0.000000e+00   0.000000e+00     4.600000e-01       0.000000e+00
## 97    3.500000e-01   0.000000e+00     0.000000e+00       0.000000e+00
## 98    4.300000e-01   0.000000e+00     0.000000e+00       0.000000e+00
## 99    0.000000e+00   6.000000e-01     0.000000e+00       0.000000e+00
## 100   0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 101   5.905377e-01   0.000000e+00     7.000000e-01       0.000000e+00
## 102   0.000000e+00   1.881517e-01     0.000000e+00       0.000000e+00
## 103   0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 104   0.000000e+00   1.881517e-01     0.000000e+00       0.000000e+00
## 105   0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 106   0.000000e+00   1.881517e-01     0.000000e+00       0.000000e+00
## 107   0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 108   0.000000e+00   6.833333e-02     0.000000e+00       0.000000e+00
## 109   0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 110   0.000000e+00   0.000000e+00     3.774000e-02       0.000000e+00
## 111   0.000000e+00   0.000000e+00    -7.820133e-17       0.000000e+00
## 112   0.000000e+00  -1.432882e-16     0.000000e+00       0.000000e+00
## 113   3.800000e-01   0.000000e+00     1.232833e-01       0.000000e+00
## 114   9.500000e-01   0.000000e+00     0.000000e+00       0.000000e+00
## 115   8.800000e-01   0.000000e+00     1.200000e-01       5.000000e-01
## 116   5.100000e-01   0.000000e+00     0.000000e+00       0.000000e+00
## 117   1.000000e-01   5.000000e-02     0.000000e+00       5.000000e-02
## 118   1.000000e-01   5.000000e-02     0.000000e+00       5.000000e-02
## 119   1.280000e+00   0.000000e+00     1.403506e-01       1.155000e-01
## 120   6.641302e-01   0.000000e+00     4.968938e-01       0.000000e+00
## 121   1.000000e-01   5.000000e-02     0.000000e+00       5.000000e-02
## 122   1.000000e-01   5.000000e-02     0.000000e+00       5.000000e-02
## 123   1.500000e-01   3.000000e-02     0.000000e+00       1.900000e-01
## 124   3.200000e-01   0.000000e+00     1.600000e-01       0.000000e+00
## 125   9.200000e-01   0.000000e+00     3.000000e-01       0.000000e+00
## 126   3.300000e-01   1.600000e-01     3.300000e-01       2.416580e-01
## 127   1.510000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 128   0.000000e+00   0.000000e+00     5.900000e-01       0.000000e+00
## 129   1.600000e+00   0.000000e+00     4.000000e-01       4.290000e-02
## 130   0.000000e+00   4.100000e-01     0.000000e+00       0.000000e+00
## 131   7.600000e-01   0.000000e+00     3.800000e-01       0.000000e+00
## 132   4.000000e-01   4.000000e-01     4.000000e-01       4.000000e-01
## 133   5.600000e-01   0.000000e+00     0.000000e+00       0.000000e+00
## 134   1.440000e+00   1.600000e-01     1.600000e-01       0.000000e+00
## 135   0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 136   1.900000e-01   0.000000e+00     0.000000e+00       1.900000e-01
## 137   1.900000e-01   0.000000e+00     0.000000e+00       1.900000e-01
## 138   6.600000e-01   1.474455e-01     0.000000e+00       0.000000e+00
## 139   1.490000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 140   1.650000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 141   6.600000e-01   1.474455e-01     0.000000e+00       0.000000e+00
## 142   0.000000e+00   0.000000e+00     1.630000e-02       0.000000e+00
## 143   1.500000e-01   3.000000e-02     0.000000e+00       1.900000e-01
## 144   0.000000e+00   0.000000e+00     1.630000e-02       0.000000e+00
## 145   0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 146   0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 147   6.600000e-01   1.474455e-01     0.000000e+00       0.000000e+00
## 148   2.900000e-01   0.000000e+00     1.400000e-01       0.000000e+00
## 149   0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 150   8.100000e-01   2.584500e-01     0.000000e+00       1.823000e-01
## 151   0.000000e+00   3.900000e-01     0.000000e+00       0.000000e+00
## 152   6.377902e-01   0.000000e+00     5.157138e-01       0.000000e+00
## 153   5.766801e-01   0.000000e+00     0.000000e+00       0.000000e+00
## 154   6.200000e-01   0.000000e+00     0.000000e+00       0.000000e+00
## 155   3.300000e-01   0.000000e+00     0.000000e+00       0.000000e+00
## 156   0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 157   1.310000e+00   0.000000e+00     1.628833e-01       7.710000e-02
## 158   1.360000e+00   4.500000e-01     4.500000e-01       0.000000e+00
## 159   8.500000e-01   9.140000e-02     0.000000e+00       0.000000e+00
## 160   2.700000e-01   0.000000e+00     0.000000e+00       0.000000e+00
## 161   4.300000e-01   0.000000e+00     0.000000e+00       0.000000e+00
## 162   0.000000e+00   0.000000e+00     0.000000e+00       4.600000e-01
## 163   2.900000e-01   2.900000e-01     0.000000e+00       2.900000e-01
## 164   0.000000e+00   0.000000e+00     3.400000e-01       0.000000e+00
## 165   0.000000e+00   0.000000e+00     0.000000e+00       4.600000e-01
## 166   0.000000e+00   0.000000e+00     6.200000e-01       0.000000e+00
## 167   2.952379e-02   0.000000e+00     1.324429e-02       0.000000e+00
## 168   3.500000e-01   0.000000e+00     0.000000e+00       0.000000e+00
## 169   3.000000e-01   0.000000e+00     1.500000e-01       0.000000e+00
## 170   0.000000e+00   0.000000e+00     5.700000e-01       0.000000e+00
## 171   2.600000e-01   0.000000e+00     2.600000e-01       0.000000e+00
## 172   4.200000e-01   8.000000e-02     8.000000e-02       4.200000e-01
## 173   5.000000e-01   0.000000e+00     0.000000e+00       0.000000e+00
## 174   5.400000e-01   0.000000e+00     0.000000e+00       0.000000e+00
## 175   0.000000e+00   3.600000e-02     0.000000e+00       6.598667e-02
## 176   0.000000e+00   0.000000e+00     0.000000e+00      -5.065393e-16
## 177   0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 178   8.900000e-01   0.000000e+00     0.000000e+00       0.000000e+00
## 179   3.300000e-01   0.000000e+00     0.000000e+00       0.000000e+00
## 180   0.000000e+00   0.000000e+00     0.000000e+00      -5.065393e-16
## 181   8.000000e-02   4.300000e-01     8.000000e-02       2.500000e-01
## 182   8.000000e-02   4.300000e-01     8.000000e-02       2.600000e-01
## 183   8.700000e-01   9.490000e-02     0.000000e+00       0.000000e+00
## 184   8.900000e-01   0.000000e+00     0.000000e+00       0.000000e+00
## 185   0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 186   0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 187   1.100000e-01   5.000000e-02     0.000000e+00       5.000000e-02
## 188   5.608808e-01   0.000000e+00     9.445394e-02       0.000000e+00
## 189   5.300000e-01   5.300000e-01     0.000000e+00       0.000000e+00
## 190   1.400000e+00   4.600000e-01     2.296455e-01       0.000000e+00
## 191   5.600000e-01   5.600000e-01     2.049000e-01       1.882857e-01
## 192   6.600000e-01   0.000000e+00     0.000000e+00       0.000000e+00
## 193   8.000000e-01   0.000000e+00     0.000000e+00       0.000000e+00
## 194   2.900000e-01   0.000000e+00     1.400000e-01       0.000000e+00
## 195   4.200000e-01   8.000000e-02     8.000000e-02       4.200000e-01
## 196   0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 197   5.400000e-01   0.000000e+00     1.582857e-01       0.000000e+00
## 198   4.200000e-01   8.000000e-02     8.000000e-02       4.200000e-01
## 199   5.300000e-01   0.000000e+00     1.443857e-01       0.000000e+00
## 200   0.000000e+00   0.000000e+00     5.100000e-01       0.000000e+00
## 201   6.544902e-01   0.000000e+00     4.478438e-01       0.000000e+00
## 202   1.150000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 203   1.170000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 204   4.300000e-01   0.000000e+00     1.138817e-01       0.000000e+00
## 205   6.800000e-01   4.500000e-01     0.000000e+00       4.500000e-01
## 206   5.600000e-01   0.000000e+00     0.000000e+00       0.000000e+00
## 207   5.500000e-01   0.000000e+00     0.000000e+00       0.000000e+00
## 208   6.500000e-01   0.000000e+00     0.000000e+00       0.000000e+00
## 209   0.000000e+00   0.000000e+00     6.100000e-01       0.000000e+00
## 210   1.770000e+00   2.200000e-01     4.400000e-01       4.400000e-01
## 211   8.000000e-02   4.200000e-01     8.000000e-02       2.500000e-01
## 212   0.000000e+00   0.000000e+00    -5.100087e-17       0.000000e+00
## 213   0.000000e+00   0.000000e+00     5.240000e-02       0.000000e+00
## 214   5.400000e-01   0.000000e+00     1.582857e-01       0.000000e+00
## 215   7.462857e-02   0.000000e+00     0.000000e+00       0.000000e+00
## 216   0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 217   2.500000e-01   2.000000e-01     0.000000e+00       2.000000e-02
## 218   2.500000e-01   2.000000e-01     0.000000e+00       2.000000e-02
## 219   3.500000e-01   6.200000e-01     5.300000e-01       1.700000e-01
## 220   9.600000e-01   0.000000e+00     0.000000e+00       0.000000e+00
## 221   0.000000e+00   0.000000e+00     0.000000e+00       4.600000e-01
## 222   1.030000e+00   0.000000e+00     6.800000e-01       0.000000e+00
## 223   1.800000e-01   0.000000e+00     0.000000e+00       0.000000e+00
## 224   3.900000e-01   0.000000e+00     3.900000e-01       1.300000e-01
## 225   6.500000e-01   5.498500e-01     3.200000e-01       3.200000e-01
## 226   6.400000e-01   5.561500e-01     3.200000e-01       3.200000e-01
## 227   1.900000e-01   0.000000e+00     0.000000e+00       5.900000e-01
## 228   6.900000e-01   4.600000e-01     0.000000e+00       4.600000e-01
## 229   7.100000e-01   0.000000e+00     0.000000e+00       0.000000e+00
## 230   0.000000e+00   0.000000e+00     1.705667e-01       0.000000e+00
## 231   3.300000e-01   0.000000e+00     1.600000e-01       0.000000e+00
## 232   5.500000e-01   0.000000e+00     0.000000e+00       0.000000e+00
## 233   3.200000e-01   0.000000e+00     1.600000e-01       0.000000e+00
## 234   1.810000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 235   0.000000e+00   0.000000e+00     7.385333e-02       0.000000e+00
## 236   0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 237   0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 238   4.300000e-01   8.000000e-02     8.000000e-02       4.300000e-01
## 239   1.090000e+00   5.400000e-01     2.335491e-01       0.000000e+00
## 240   0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 241   0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 242   2.200000e-01   2.200000e-01     0.000000e+00       0.000000e+00
## 243   1.110000e+00   5.500000e-01     2.424491e-01       0.000000e+00
## 244   0.000000e+00  -2.509798e-16     0.000000e+00      -6.167289e-16
## 245   6.500000e-01   4.922500e-01     3.200000e-01       3.200000e-01
## 246   7.100000e-01   0.000000e+00     0.000000e+00       1.081000e-01
## 247   1.110000e+00   5.500000e-01     2.424491e-01       0.000000e+00
## 248   0.000000e+00   0.000000e+00     1.591993e-01       0.000000e+00
## 249   9.500000e-01   0.000000e+00     0.000000e+00       0.000000e+00
## 250   3.100000e-01   0.000000e+00     1.500000e-01       0.000000e+00
## 251   0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 252   0.000000e+00   1.100000e-02     0.000000e+00       0.000000e+00
## 253   1.380000e+00   1.600000e-01     8.000000e-02       0.000000e+00
## 254   2.700000e-01   2.000000e-01     0.000000e+00       2.700000e-01
## 255   2.700000e-01   2.000000e-01     0.000000e+00       2.700000e-01
## 256   0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 257   7.100000e-01   0.000000e+00     0.000000e+00       5.130000e-02
## 258   1.600000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 259   9.900000e-01   3.407100e-01     3.300000e-01       3.300000e-01
## 260   5.100000e-01   2.900000e-01     7.000000e-02       0.000000e+00
## 261   9.900000e-01   3.234500e-01     3.300000e-01       3.300000e-01
## 262   3.100000e-01   0.000000e+00     1.500000e-01       0.000000e+00
## 263   1.240000e+00   6.200000e-01     0.000000e+00       0.000000e+00
## 264   3.400000e-01   0.000000e+00     1.700000e-01       0.000000e+00
## 265   0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 266   0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 267   1.110000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 268   0.000000e+00   2.500000e-01     0.000000e+00       2.500000e-01
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## 289   1.570000e+00   3.600000e-01     6.000000e-02       6.000000e-02
## 290   2.000000e-01   1.000000e-01     2.000000e-01       1.943000e-01
## 291   0.000000e+00   0.000000e+00     6.215714e-02       0.000000e+00
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## 293   1.460000e+00   1.700000e-01     8.000000e-02       0.000000e+00
## 294   1.150000e+00   0.000000e+00     2.300000e-01       2.300000e-01
## 295   7.800000e-01   0.000000e+00     0.000000e+00       6.000000e-02
## 296   0.000000e+00   0.000000e+00     0.000000e+00       1.043875e-01
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## 301   3.500000e-01   1.714333e-01     3.500000e-01       1.675595e-01
## 302   1.030000e+00   0.000000e+00     1.785250e-01       3.400000e-01
## 303   0.000000e+00   1.896500e-01     0.000000e+00       3.700000e-01
## 304   1.280000e+00   0.000000e+00     6.400000e-01       0.000000e+00
## 305   6.500000e-01   4.922500e-01     3.200000e-01       3.200000e-01
## 306   1.280000e+00   0.000000e+00     6.400000e-01       0.000000e+00
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## 315   5.800000e-01   3.400000e-01     1.100000e-01       0.000000e+00
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## 321   6.500000e-01   4.945500e-01     3.200000e-01       3.200000e-01
## 322   0.000000e+00   0.000000e+00     0.000000e+00       3.870000e-02
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## 340   0.000000e+00   6.000000e-01     6.000000e-01       0.000000e+00
## 341   6.500000e-01   4.922500e-01     3.200000e-01       3.200000e-01
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## 345   1.300000e+00   0.000000e+00     0.000000e+00       0.000000e+00
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## 347   0.000000e+00   0.000000e+00     0.000000e+00       4.200000e-03
## 348   1.600000e-01   0.000000e+00     0.000000e+00       0.000000e+00
## 349   1.930000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 350   0.000000e+00   0.000000e+00     0.000000e+00       4.200000e-03
## 351   3.600000e-01   0.000000e+00     0.000000e+00       0.000000e+00
## 352   0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 353   0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
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## 355   1.570000e+00   3.600000e-01     6.000000e-02       6.000000e-02
## 356   0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 357   0.000000e+00   0.000000e+00     4.500000e-01       8.260000e-02
## 358   0.000000e+00   0.000000e+00     5.000000e-03       0.000000e+00
## 359   0.000000e+00   0.000000e+00     1.400000e-03       0.000000e+00
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## 361   0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
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## 363   2.300000e-01   0.000000e+00     0.000000e+00       0.000000e+00
## 364   6.500000e-01   4.922500e-01     3.200000e-01       3.200000e-01
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## 366   2.300000e-01   0.000000e+00     0.000000e+00       0.000000e+00
## 367   0.000000e+00   0.000000e+00     4.770513e-02       0.000000e+00
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## 370   6.700000e-01   0.000000e+00     0.000000e+00       0.000000e+00
## 371   2.000000e-02   0.000000e+00     0.000000e+00       5.000000e-02
## 372   6.700000e-01   0.000000e+00     0.000000e+00       0.000000e+00
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## 377   1.500000e-01   3.000000e-02     0.000000e+00       3.500000e-01
## 378   7.000000e-01   0.000000e+00     3.500000e-01       3.500000e-01
## 379   1.210000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 380   0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 381   1.440000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 382   1.780000e+00   4.400000e-01     0.000000e+00       4.400000e-01
## 383   8.500000e-01   3.077725e-01     2.500000e-01       1.700000e-01
## 384   4.600000e-01   0.000000e+00     0.000000e+00       0.000000e+00
## 385   1.400000e-01   0.000000e+00     1.400000e-01       0.000000e+00
## 386   1.590000e+00   3.600000e-01     0.000000e+00       6.000000e-02
## 387   1.590000e+00   3.600000e-01     0.000000e+00       6.000000e-02
## 388   1.900000e-01   1.200000e-01     0.000000e+00       2.500000e-01
## 389   1.520000e+00   1.700000e-01     8.000000e-02       0.000000e+00
## 390   1.520000e+00   3.300000e-01     0.000000e+00       8.000000e-02
## 391   4.800000e-01   4.800000e-01     4.800000e-01       0.000000e+00
## 392   0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 393   5.900000e-01   0.000000e+00     0.000000e+00       5.900000e-01
## 394   1.210000e+00   0.000000e+00     6.000000e-01       0.000000e+00
## 395   1.900000e-01   1.200000e-01     0.000000e+00       2.500000e-01
## 396   0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 397   3.300000e-01   0.000000e+00     3.300000e-01       3.300000e-01
## 398   0.000000e+00   0.000000e+00     6.700000e-01       1.046667e-02
## 399   4.600000e-01   4.600000e-01     0.000000e+00       1.100000e-01
## 400   1.550000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 401   9.600000e-01   0.000000e+00     7.943333e-02       0.000000e+00
## 402   1.050000e+00   0.000000e+00     7.000000e-01       0.000000e+00
## 403   5.500000e-01   0.000000e+00     0.000000e+00       0.000000e+00
## 404   2.900000e-01   0.000000e+00     0.000000e+00       2.900000e-01
## 405   0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 406   1.520000e+00   1.700000e-01     8.000000e-02       0.000000e+00
## 407   3.958851e-01   0.000000e+00     0.000000e+00       5.800000e-01
## 408   1.000000e-01   3.000000e-02     0.000000e+00       0.000000e+00
## 409   8.400000e-01   0.000000e+00     0.000000e+00       4.200000e-01
## 410   2.500000e-01   5.100000e-01     2.500000e-01       0.000000e+00
## 411   8.500000e-01   3.077725e-01     2.500000e-01       1.700000e-01
## 412   2.400000e-01   0.000000e+00     1.200000e-01       0.000000e+00
## 413   8.700000e-01   0.000000e+00     0.000000e+00       0.000000e+00
## 414   0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 415   2.800000e-01   0.000000e+00     1.400000e-01       0.000000e+00
## 416   1.250000e+00   0.000000e+00     6.200000e-01       0.000000e+00
## 417   3.300000e-01   1.600000e-01     3.300000e-01       2.577151e-01
## 418   2.800000e-01   0.000000e+00     1.400000e-01       0.000000e+00
## 419   1.500000e-01   0.000000e+00     0.000000e+00       0.000000e+00
## 420   1.400000e-01   3.000000e-02     0.000000e+00       1.800000e-01
## 421   0.000000e+00   6.250000e-02     0.000000e+00       8.875000e-02
## 422   2.200000e-01   0.000000e+00     0.000000e+00       0.000000e+00
## 423   1.480000e+00   0.000000e+00     4.900000e-01       0.000000e+00
## 424   9.400000e-01   0.000000e+00     0.000000e+00       0.000000e+00
## 425   9.000000e-02   1.100000e-01     2.000000e-02       2.100000e-01
## 426   2.200000e-01   0.000000e+00     0.000000e+00       0.000000e+00
## 427   0.000000e+00   0.000000e+00     1.951429e-02       0.000000e+00
## 428   1.110000e+00   0.000000e+00     4.940906e-02       0.000000e+00
## 429   4.300000e-01   0.000000e+00     1.189000e-01       0.000000e+00
## 430   1.820000e+00   4.500000e-01     0.000000e+00       0.000000e+00
## 431   7.600000e-01   0.000000e+00     5.000000e-01       5.000000e-01
## 432   0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 433   7.600000e-01   0.000000e+00     5.000000e-01       5.000000e-01
## 434   3.500000e-01   3.500000e-01     0.000000e+00       0.000000e+00
## 435   0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 436   1.440000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 437   8.800000e-01   0.000000e+00     0.000000e+00       0.000000e+00
## 438   6.000000e-01   1.200000e-01     1.200000e-01       0.000000e+00
## 439   1.310000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 440   0.000000e+00  -1.263573e-16     0.000000e+00       0.000000e+00
## 441   0.000000e+00   0.000000e+00     0.000000e+00      -5.046658e-16
## 442   0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 443   2.900000e-01   9.000000e-02     0.000000e+00       5.900000e-01
## 444   0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 445   0.000000e+00   0.000000e+00     1.300000e-01       1.300000e-01
## 446   3.100000e-01   0.000000e+00     0.000000e+00       0.000000e+00
## 447   2.600000e-01   0.000000e+00     2.600000e-01       0.000000e+00
## 448   2.200000e-01   0.000000e+00     0.000000e+00       0.000000e+00
## 449   1.340000e+00   1.200000e-01     0.000000e+00       1.200000e-01
## 450   1.340000e+00   1.200000e-01     0.000000e+00       1.200000e-01
## 451   0.000000e+00   0.000000e+00     3.100000e-01       0.000000e+00
## 452   5.100000e-01   0.000000e+00     0.000000e+00       0.000000e+00
## 453   4.800000e-01   0.000000e+00     0.000000e+00       4.800000e-01
## 454   0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 455   1.790000e+00   4.400000e-01     0.000000e+00       0.000000e+00
## 456   1.700000e-01   0.000000e+00     3.500000e-01       3.500000e-01
## 457   0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 458   0.000000e+00   0.000000e+00     0.000000e+00       5.600000e-03
## 459   4.200000e-01   4.200000e-01     4.200000e-01       0.000000e+00
## 460   4.500000e-01   4.500000e-01     4.500000e-01       0.000000e+00
## 461   0.000000e+00   0.000000e+00     1.490000e-02       0.000000e+00
## 462   0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 463   3.529372e-01   0.000000e+00     0.000000e+00       0.000000e+00
## 464   0.000000e+00   0.000000e+00     0.000000e+00       5.100000e-03
## 465   0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 466   1.260000e+00   1.000000e-01     0.000000e+00       0.000000e+00
## 467   2.300000e-01   4.700000e-01     0.000000e+00       4.700000e-01
## 468   9.000000e-02   0.000000e+00     9.000000e-02       0.000000e+00
## 469   0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 470   0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
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## 472   0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
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## 474   0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 475   6.400000e-01   3.784500e-01     6.400000e-01       3.200000e-01
## 476   0.000000e+00   0.000000e+00     0.000000e+00      -4.206357e-16
## 477   0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 478   0.000000e+00   0.000000e+00     0.000000e+00      -4.206357e-16
## 479   0.000000e+00   5.000000e-02     0.000000e+00       3.400000e-01
## 480   8.800000e-01   0.000000e+00     0.000000e+00       0.000000e+00
## 481   8.200000e-01   6.100000e-01     2.000000e-01       0.000000e+00
## 482   0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 483   1.000000e-01   1.000000e-01     1.000000e-01       5.300000e-01
## 484   3.200000e-01   1.600000e-01     0.000000e+00       4.900000e-01
## 485   3.900000e-01   9.000000e-02     9.000000e-02       0.000000e+00
## 486   0.000000e+00   0.000000e+00     0.000000e+00      -7.979034e-16
## 487   4.000000e-01   1.000000e-01     1.000000e-01       0.000000e+00
## 488   1.110000e+00   7.770000e-02     0.000000e+00       7.540000e-02
## 489   8.500000e-01   3.077725e-01     2.500000e-01       1.700000e-01
## 490   2.500000e-01   8.240000e-02     0.000000e+00       0.000000e+00
## 491   1.050000e+00   4.270000e-03     1.094250e-01       0.000000e+00
## 492   1.020000e+00   3.000000e-01     1.000000e-01       4.000000e-01
## 493   4.000000e-01   1.000000e-01     1.000000e-01       0.000000e+00
## 494   4.400000e-01   4.400000e-01     4.400000e-01       0.000000e+00
## 495   3.100000e-01   0.000000e+00     1.000000e-01       0.000000e+00
## 496   0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 497   0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 498   0.000000e+00   6.200000e-01     0.000000e+00       1.606381e-01
## 499   1.700000e-01   1.700000e-01     1.100000e-01       5.000000e-02
## 500   1.400000e-01   3.000000e-02     0.000000e+00       1.800000e-01
## 501   0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 502   0.000000e+00   0.000000e+00     0.000000e+00       1.220000e-02
## 503   4.800000e-01   0.000000e+00     0.000000e+00       4.800000e-01
## 504   8.500000e-01   3.077725e-01     2.500000e-01       1.700000e-01
## 505   1.900000e-01   0.000000e+00     0.000000e+00       1.900000e-01
## 506   1.070000e+00   0.000000e+00     0.000000e+00       3.500000e-01
## 507   0.000000e+00   0.000000e+00     3.100000e-01       0.000000e+00
## 508   1.300000e-01   2.000000e-01     6.000000e-02       3.300000e-01
## 509   3.900000e-01   0.000000e+00     0.000000e+00       0.000000e+00
## 510   0.000000e+00   0.000000e+00     0.000000e+00       4.500000e-03
## 511   1.200000e-01   2.000000e-01     1.600000e-01       2.000000e-01
## 512   0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 513   5.300000e-01   0.000000e+00     0.000000e+00       5.300000e-01
## 514   3.500000e-01   0.000000e+00     0.000000e+00       5.200000e-01
## 515   1.700000e+00   3.400000e-01     0.000000e+00       0.000000e+00
## 516   0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 517   0.000000e+00   1.900000e-01     6.000000e-02       3.300000e-01
## 518   0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 519   0.000000e+00   6.387059e-02     5.200000e-01       0.000000e+00
## 520   0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 521   0.000000e+00  -8.930356e-17     0.000000e+00      -5.158374e-16
## 522   0.000000e+00  -8.611167e-17     0.000000e+00      -5.158374e-16
## 523   6.200000e-01   0.000000e+00     3.100000e-01       0.000000e+00
## 524   1.180000e+00   4.700000e-01     2.300000e-01       3.500000e-01
## 525   3.600000e-01   9.000000e-02     0.000000e+00       1.800000e-01
## 526   4.700000e-01   0.000000e+00     0.000000e+00       4.700000e-01
## 527   0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 528   8.100000e-01   0.000000e+00     0.000000e+00       0.000000e+00
## 529   0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 530   1.300000e-01   3.000000e-02     1.300000e-01       1.000000e-01
## 531   4.000000e-01   2.000000e-01     0.000000e+00       0.000000e+00
## 532   0.000000e+00   0.000000e+00     0.000000e+00       5.700000e-01
## 533   0.000000e+00   0.000000e+00     0.000000e+00       5.900000e-01
## 534   8.100000e-01   1.430333e-01     0.000000e+00       0.000000e+00
## 535   1.550000e+00   1.900000e-01     1.939700e-01       0.000000e+00
## 536   0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 537   0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 538   2.100000e-01   1.000000e-01     1.000000e-01       5.300000e-01
## 539   0.000000e+00   0.000000e+00     5.424667e-02       0.000000e+00
## 540   0.000000e+00   0.000000e+00     2.110000e-02       0.000000e+00
## 541   0.000000e+00   0.000000e+00     5.600000e-01       0.000000e+00
## 542   0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 543   1.430000e+00   2.800000e-01     0.000000e+00       1.400000e-01
## 544   8.700000e-01   0.000000e+00     0.000000e+00       1.214556e-01
## 545   3.918477e-01   5.500000e-01     0.000000e+00       5.500000e-01
## 546   0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 547   8.100000e-01   0.000000e+00     0.000000e+00       0.000000e+00
## 548   0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 549   1.610000e+00   0.000000e+00     2.493583e-01       2.600000e-01
## 550   0.000000e+00   0.000000e+00     6.700000e-01       3.300000e-01
## 551   4.000000e-01   0.000000e+00     4.000000e-01       0.000000e+00
## 552   4.100000e-01   6.100000e-01     0.000000e+00       3.045401e-01
## 553   0.000000e+00   0.000000e+00     9.193097e-02       1.187500e-01
## 554   2.000000e+00   0.000000e+00     0.000000e+00       1.170000e-02
## 555   1.400000e-01   3.000000e-02     0.000000e+00       1.800000e-01
## 556   2.800000e-01   1.918200e-01     0.000000e+00       1.766667e-01
## 557   0.000000e+00   1.600000e-01     0.000000e+00       1.600000e-01
## 558   6.800000e-01   3.400000e-01     3.400000e-01       0.000000e+00
## 559   0.000000e+00   3.800000e-01     0.000000e+00       0.000000e+00
## 560   1.170000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 561   1.480000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 562   0.000000e+00   0.000000e+00     0.000000e+00       5.833988e-02
## 563   6.400000e-01   3.732500e-01     6.400000e-01       3.200000e-01
## 564   9.100000e-01   0.000000e+00     1.078714e-01       0.000000e+00
## 565   0.000000e+00   0.000000e+00     1.423710e-01       0.000000e+00
## 566   0.000000e+00   0.000000e+00     1.423710e-01       0.000000e+00
## 567   0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 568   0.000000e+00   0.000000e+00    -7.445433e-17       0.000000e+00
## 569   2.400000e-01   0.000000e+00     0.000000e+00       0.000000e+00
## 570   1.400000e-01   1.700000e-01     5.000000e-02       1.400000e-01
## 571   0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 572   0.000000e+00   0.000000e+00     0.000000e+00      -4.105050e-16
## 573   0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 574   2.500000e-01   2.500000e-01     2.500000e-01       5.000000e-01
## 575   0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 576   0.000000e+00   1.125600e-01     1.900000e-01       1.900000e-01
## 577   0.000000e+00   1.125600e-01     1.900000e-01       1.900000e-01
## 578   0.000000e+00   1.125600e-01     1.900000e-01       1.900000e-01
## 579   0.000000e+00   0.000000e+00    -7.445433e-17       0.000000e+00
## 580   0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 581   5.500000e-01   2.700000e-01     2.700000e-01       1.300000e-01
## 582   0.000000e+00   0.000000e+00     0.000000e+00       1.500000e-01
## 583   3.600000e-01   9.000000e-02     0.000000e+00       1.800000e-01
## 584   5.500000e-01   2.700000e-01     2.700000e-01       1.300000e-01
## 585   0.000000e+00   1.125600e-01     1.900000e-01       1.900000e-01
## 586   2.800000e-01   7.799762e-02     0.000000e+00       0.000000e+00
## 587   3.600000e-01   0.000000e+00     0.000000e+00       0.000000e+00
## 588   1.180000e+00   0.000000e+00     2.300000e-01       0.000000e+00
## 589   0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 590   0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 591   0.000000e+00   0.000000e+00     1.175036e-01       0.000000e+00
## 592   1.920000e+00   0.000000e+00     5.600000e-01       4.500000e-01
## 593   0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 594   2.200000e-01   2.200000e-01     1.100000e-01       0.000000e+00
## 595   0.000000e+00   0.000000e+00     3.011482e-02       0.000000e+00
## 596   4.500000e-01   1.100000e-01     0.000000e+00       5.700000e-01
## 597   0.000000e+00  -2.169792e-16     0.000000e+00       0.000000e+00
## 598   1.280000e+00   0.000000e+00     9.766667e-02       0.000000e+00
## 599   0.000000e+00  -1.269124e-16     0.000000e+00       0.000000e+00
## 600   0.000000e+00   0.000000e+00     5.424667e-02       0.000000e+00
## 601   5.000000e-02   1.600000e-01     5.000000e-02       2.400000e-01
## 602   0.000000e+00   3.900000e-01     1.034500e-01       0.000000e+00
## 603   0.000000e+00   0.000000e+00     0.000000e+00       5.800000e-01
## 604   3.400000e-01   1.700000e-01     0.000000e+00       2.649759e-01
## 605   2.500000e-01   2.500000e-01     0.000000e+00       0.000000e+00
## 606   1.240000e+00   6.200000e-01     0.000000e+00       0.000000e+00
## 607   0.000000e+00   0.000000e+00     0.000000e+00      -4.808653e-16
## 608   0.000000e+00   0.000000e+00     1.087983e-01       0.000000e+00
## 609   0.000000e+00   0.000000e+00     0.000000e+00       9.200000e-03
## 610   3.600000e-01   9.000000e-02     0.000000e+00       1.800000e-01
## 611   4.500000e-01   4.500000e-01     0.000000e+00       1.100000e-01
## 612   4.400000e-01   5.898238e-02     4.400000e-01       0.000000e+00
## 613   8.000000e-01   2.819725e-01     5.000000e-01       0.000000e+00
## 614   4.500000e-01   4.500000e-01     0.000000e+00       1.100000e-01
## 615   1.900000e-01   1.100000e-01     0.000000e+00       7.000000e-02
## 616   4.500000e-01   0.000000e+00     0.000000e+00       0.000000e+00
## 617   2.200000e-01   0.000000e+00     0.000000e+00       0.000000e+00
## 618   0.000000e+00  -2.169792e-16     0.000000e+00       0.000000e+00
## 619   0.000000e+00   6.566667e-03     0.000000e+00      -4.844736e-16
## 620   0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 621   0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 622   1.410000e+00   0.000000e+00     4.700000e-01       0.000000e+00
## 623   0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 624   1.070000e+00   1.900000e-01     1.900000e-01       1.887286e-01
## 625   8.200000e-01   0.000000e+00     0.000000e+00       3.322000e-02
## 626   0.000000e+00   0.000000e+00     0.000000e+00       9.000000e-02
## 627   0.000000e+00   6.920000e-02     8.123333e-02       3.802500e-02
## 628   0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 629   0.000000e+00   1.094750e-01     3.600000e-01       0.000000e+00
## 630   6.200000e-01   6.200000e-01     6.200000e-01       3.100000e-01
## 631   6.100000e-01   3.000000e-01     4.000000e-01       1.000000e-01
## 632   0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 633   1.400000e-01   3.000000e-02     3.000000e-02       1.000000e-01
## 634   0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 635   3.500000e-01   0.000000e+00     1.700000e-01       0.000000e+00
## 636   3.200000e-01   0.000000e+00     0.000000e+00       0.000000e+00
## 637   2.800000e-01   1.918200e-01     0.000000e+00       1.766667e-01
## 638   3.200000e-01   0.000000e+00     0.000000e+00       0.000000e+00
## 639   6.300000e-01   1.700000e-01     0.000000e+00       0.000000e+00
## 640   0.000000e+00   4.090000e-02     9.196000e-02       4.930000e-02
## 641   4.400000e-01   5.208238e-02     4.400000e-01       0.000000e+00
## 642   0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 643   0.000000e+00   0.000000e+00     1.221000e-01       7.420000e-02
## 644   5.700000e-01   0.000000e+00     5.700000e-01       0.000000e+00
## 645   0.000000e+00   0.000000e+00     3.050294e-02       0.000000e+00
## 646   0.000000e+00   0.000000e+00    -4.780898e-17       0.000000e+00
## 647   0.000000e+00   0.000000e+00     1.063333e-01       7.330000e-02
## 648   0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 649   2.600000e-01   0.000000e+00     1.300000e-01       0.000000e+00
## 650   0.000000e+00   0.000000e+00     7.681042e-02       0.000000e+00
## 651   4.300000e-01   0.000000e+00     3.730000e-02       0.000000e+00
## 652   0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 653   3.200000e-01   0.000000e+00     0.000000e+00       0.000000e+00
## 654   8.900000e-01   0.000000e+00     0.000000e+00       0.000000e+00
## 655   0.000000e+00   0.000000e+00     6.600000e-01       0.000000e+00
## 656   0.000000e+00   0.000000e+00     2.210000e-02       0.000000e+00
## 657   3.600000e-01   3.600000e-01     1.322300e-01       0.000000e+00
## 658   1.330000e+00   3.300000e-01     3.300000e-01       0.000000e+00
## 659   3.000000e-01   0.000000e+00     1.500000e-01       0.000000e+00
## 660   0.000000e+00   0.000000e+00     0.000000e+00       5.700000e-01
## 661   0.000000e+00   0.000000e+00     5.004222e-02       0.000000e+00
## 662   0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 663   2.800000e-01   0.000000e+00     1.400000e-01       0.000000e+00
## 664   4.000000e-02   2.300000e-01     4.000000e-02       3.200000e-01
## 665   7.000000e-01   3.500000e-01     7.000000e-01       0.000000e+00
## 666   1.540000e+00   1.146600e-01     6.100000e-01       5.010000e-02
## 667   5.600000e-01   0.000000e+00     0.000000e+00       5.600000e-01
## 668   3.500000e-01   0.000000e+00     0.000000e+00       0.000000e+00
## 669   1.130000e+00   8.000000e-02     0.000000e+00       0.000000e+00
## 670   3.900000e-01   0.000000e+00     1.300000e-01       0.000000e+00
## 671   0.000000e+00   2.455000e-02     0.000000e+00       0.000000e+00
## 672   4.800000e-01   3.800000e-01     0.000000e+00       0.000000e+00
## 673   1.020000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 674   8.000000e-01   0.000000e+00     1.250400e-01       0.000000e+00
## 675   7.895577e-03   0.000000e+00     0.000000e+00       0.000000e+00
## 676   1.600000e-01   1.800000e-01     0.000000e+00       0.000000e+00
## 677   4.100000e-01   0.000000e+00     9.855556e-02       0.000000e+00
## 678   4.200000e-01   4.200000e-01     0.000000e+00       0.000000e+00
## 679   6.000000e-01   2.000000e-01     4.000000e-01       1.000000e-01
## 680   1.600000e-01   1.800000e-01     0.000000e+00       0.000000e+00
## 681   0.000000e+00   3.200000e-01     0.000000e+00       4.000000e-02
## 682   0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 683   0.000000e+00   1.454250e-01     0.000000e+00       2.000000e-01
## 684   1.550000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 685   1.600000e-01   2.400000e-01     0.000000e+00       0.000000e+00
## 686   6.300000e-01   2.300000e-01     7.000000e-02       2.300000e-01
## 687   1.400000e-01   3.000000e-02     3.000000e-02       1.000000e-01
## 688   2.500000e-01   1.800000e-01     3.000000e-02       1.630667e-01
## 689   0.000000e+00   0.000000e+00     3.813333e-02       0.000000e+00
## 690   1.910000e+00   0.000000e+00     3.100000e-01       3.100000e-01
## 691   0.000000e+00   0.000000e+00     0.000000e+00       5.000000e-01
## 692   0.000000e+00   0.000000e+00     0.000000e+00      -4.821837e-16
## 693   0.000000e+00   2.455000e-02     0.000000e+00       0.000000e+00
## 694   0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 695   5.900000e-01   0.000000e+00     5.900000e-01       0.000000e+00
## 696   8.000000e-01   2.965725e-01     5.000000e-01       0.000000e+00
## 697   1.650000e+00   3.300000e-01     6.600000e-01       0.000000e+00
## 698   0.000000e+00   4.797239e-01     0.000000e+00       3.730458e-01
## 699   8.000000e-01   2.965725e-01     5.000000e-01       0.000000e+00
## 700   1.500000e-01   1.500000e-01     5.000000e-02       1.000000e-01
## 701   5.100000e-01   2.000000e-01     2.000000e-01       1.000000e-01
## 702   0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 703   7.100000e-01   0.000000e+00     0.000000e+00       0.000000e+00
## 704   1.300000e+00   0.000000e+00     2.333250e-01       1.015000e-01
## 705   6.000000e-01   2.000000e-01     4.000000e-01       1.000000e-01
## 706   0.000000e+00   0.000000e+00     4.500000e-03       0.000000e+00
## 707   8.400000e-01   1.211000e-01     4.200000e-01       0.000000e+00
## 708   0.000000e+00   1.100000e-01     2.300000e-01       0.000000e+00
## 709   0.000000e+00   1.360667e-01     1.366667e-01       0.000000e+00
## 710   9.900000e-01   0.000000e+00     4.900000e-01       9.740000e-02
## 711   2.500000e-01   1.800000e-01     3.000000e-02       1.592667e-01
## 712   0.000000e+00   8.740000e-02     0.000000e+00       0.000000e+00
## 713   0.000000e+00   6.300000e-01     0.000000e+00       8.287500e-02
## 714   4.700000e-01   0.000000e+00     8.207333e-02       0.000000e+00
## 715   1.300000e+00   0.000000e+00     2.333250e-01       1.015000e-01
## 716   4.700000e-01   0.000000e+00     1.041233e-01       0.000000e+00
## 717   0.000000e+00   0.000000e+00    -3.101686e-17       0.000000e+00
## 718   7.000000e-01   0.000000e+00     7.000000e-01       2.300000e-01
## 719   3.800000e-01   3.800000e-01     3.800000e-01       3.800000e-01
## 720   9.900000e-01   0.000000e+00     3.300000e-01       0.000000e+00
## 721   9.800000e-01   0.000000e+00     3.200000e-01       0.000000e+00
## 722   1.030000e+00   0.000000e+00     4.100000e-01       2.000000e-01
## 723   8.000000e-01   2.965725e-01     5.000000e-01       0.000000e+00
## 724   4.100000e-01   5.800000e-01     4.900000e-01       3.300000e-01
## 725   4.100000e-01   5.800000e-01     4.900000e-01       3.300000e-01
## 726   9.300000e-01   1.750000e-02     0.000000e+00       7.400000e-03
## 727   0.000000e+00   8.861667e-02     0.000000e+00       0.000000e+00
## 728   3.900000e-01   3.900000e-01     3.900000e-01       3.900000e-01
## 729   0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 730   0.000000e+00   3.600000e-01     1.974900e-01       0.000000e+00
## 731   7.200000e-01   0.000000e+00     0.000000e+00       0.000000e+00
## 732   1.440000e+00   3.400000e-01     5.000000e-02       5.000000e-02
## 733   9.800000e-01   0.000000e+00     0.000000e+00       0.000000e+00
## 734   3.500000e-01   2.346486e-01     5.700000e-01       1.400000e-01
## 735   8.900000e-01   1.700000e-01     1.700000e-01       0.000000e+00
## 736   1.150000e+00   3.800000e-01     0.000000e+00       1.900000e-01
## 737   4.423233e-01   0.000000e+00     7.200000e-01       0.000000e+00
## 738   6.700000e-01   0.000000e+00     0.000000e+00       0.000000e+00
## 739   0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 740   8.000000e-01   0.000000e+00     2.600000e-01       2.600000e-01
## 741   1.790000e+00   4.400000e-01     0.000000e+00       0.000000e+00
## 742   0.000000e+00   0.000000e+00     3.400000e-01       0.000000e+00
## 743   1.580000e+00   0.000000e+00     5.240000e-02       0.000000e+00
## 744   4.300000e-01   4.300000e-01     4.300000e-01       0.000000e+00
## 745   2.700000e-01   2.700000e-01     1.300000e-01       0.000000e+00
## 746   0.000000e+00   4.800000e-01     2.400000e-01       0.000000e+00
## 747   7.300000e-01   2.999725e-01     7.300000e-01       9.000000e-02
## 748   0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 749   0.000000e+00   0.000000e+00     3.400000e-01       0.000000e+00
## 750   3.400000e-01   0.000000e+00     5.100000e-01       0.000000e+00
## 751   5.700000e-01   2.800000e-01     5.700000e-01       0.000000e+00
## 752   0.000000e+00   0.000000e+00     5.800000e-03       0.000000e+00
## 753   7.500000e-01   0.000000e+00     5.000000e-01       2.500000e-01
## 754   6.500000e-01   3.200000e-01     3.200000e-01       3.200000e-01
## 755   5.000000e-01   0.000000e+00     1.600000e-01       1.600000e-01
## 756   4.900000e-01   0.000000e+00     1.600000e-01       1.600000e-01
## 757   5.100000e-01   0.000000e+00     1.700000e-01       1.700000e-01
## 758   0.000000e+00   1.015750e-01     3.600000e-01       0.000000e+00
## 759   1.300000e-01   5.300000e-01     6.000000e-02       2.000000e-01
## 760   0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 761   5.000000e-01   0.000000e+00     1.600000e-01       1.600000e-01
## 762   7.600000e-01   3.800000e-01     3.800000e-01       3.800000e-01
## 763   9.300000e-01   0.000000e+00     0.000000e+00       0.000000e+00
## 764   3.751417e-01   5.600000e-01     0.000000e+00       5.600000e-01
## 765   9.400000e-01   0.000000e+00     0.000000e+00       0.000000e+00
## 766   5.300000e-01   8.000000e-02     8.000000e-02       8.000000e-02
## 767   1.410000e+00   0.000000e+00     4.700000e-01       0.000000e+00
## 768   8.900000e-01   0.000000e+00     0.000000e+00       0.000000e+00
## 769   5.500000e-01   3.700000e-01     1.800000e-01       1.800000e-01
## 770   1.450000e+00   3.400000e-01     5.000000e-02       5.000000e-02
## 771   0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 772   1.320000e+00   0.000000e+00     4.400000e-01       0.000000e+00
## 773   2.400000e-01   2.400000e-01     2.400000e-01       4.900000e-01
## 774   5.200000e-01   0.000000e+00     0.000000e+00       0.000000e+00
## 775   0.000000e+00  -8.930356e-17     0.000000e+00       4.400000e-03
## 776   5.509970e-01   4.200000e-01     4.200000e-01       0.000000e+00
## 777   6.638244e-01   4.400000e-01     0.000000e+00       4.400000e-01
## 778   4.900000e-01   0.000000e+00     1.205164e-01       0.000000e+00
## 779   7.800000e-01   2.778725e-01     4.900000e-01       0.000000e+00
## 780   0.000000e+00   0.000000e+00     2.457500e-02       0.000000e+00
## 781   1.470000e+00   3.500000e-01     0.000000e+00       5.000000e-02
## 782   0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 783   3.600000e-01   9.000000e-02     0.000000e+00       1.800000e-01
## 784   2.200000e-01   2.200000e-01     1.100000e-01       0.000000e+00
## 785   6.400000e-01   0.000000e+00     6.400000e-01       0.000000e+00
## 786   0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 787   2.100000e-01   2.100000e-01     1.000000e-01       0.000000e+00
## 788   3.600000e-01   9.000000e-02     0.000000e+00       1.800000e-01
## 789   3.600000e-01   9.000000e-02     0.000000e+00       1.800000e-01
## 790   0.000000e+00   0.000000e+00     1.175036e-01       0.000000e+00
## 791   9.800000e-01   3.200000e-01     6.500000e-01       0.000000e+00
## 792   0.000000e+00   1.125600e-01     1.900000e-01       1.900000e-01
## 793   0.000000e+00   0.000000e+00     3.100000e-01       8.067143e-02
## 794   0.000000e+00   1.365500e-01     0.000000e+00       1.600000e-01
## 795   5.600000e-01   0.000000e+00     0.000000e+00       0.000000e+00
## 796   1.450000e+00   1.049737e-01     7.200000e-01       0.000000e+00
## 797   3.600000e-01   9.000000e-02     0.000000e+00       1.800000e-01
## 798   1.370000e+00   0.000000e+00     2.610400e-01       0.000000e+00
## 799   1.850000e+00   3.700000e-01     3.700000e-01       0.000000e+00
## 800   0.000000e+00   0.000000e+00     0.000000e+00       5.833988e-02
## 801   5.000000e-01   0.000000e+00     2.485139e-01       0.000000e+00
## 802   5.200000e-01   0.000000e+00     7.000000e-02       0.000000e+00
## 803   8.500000e-01   3.116725e-01     2.500000e-01       1.700000e-01
## 804   0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 805   0.000000e+00   0.000000e+00     5.600000e-01       0.000000e+00
## 806   0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 807   1.020000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 808   0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 809   5.100000e-01   5.100000e-01     1.802424e-01       0.000000e+00
## 810   4.800000e-01   0.000000e+00     0.000000e+00       4.800000e-01
## 811   1.020000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 812   3.600000e-01   9.000000e-02     0.000000e+00       1.800000e-01
## 813   8.500000e-01   3.116725e-01     2.500000e-01       1.700000e-01
## 814   0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 815   0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 816   0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 817   1.400000e-01   1.000000e-01     3.000000e-02       7.000000e-02
## 818   4.600000e-01   1.100000e-01     1.100000e-01       2.300000e-01
## 819   3.300000e-01   3.300000e-01     3.300000e-01       3.300000e-01
## 820   4.700000e-01   0.000000e+00     0.000000e+00       4.700000e-01
## 821   4.600000e-01   0.000000e+00     0.000000e+00       4.600000e-01
## 822   3.600000e-01   9.000000e-02     0.000000e+00       1.800000e-01
## 823   0.000000e+00   0.000000e+00     7.300000e-01       0.000000e+00
## 824   0.000000e+00   0.000000e+00     6.300000e-01       0.000000e+00
## 825   0.000000e+00   0.000000e+00     7.400000e-01       0.000000e+00
## 826   4.700000e-01   1.100000e-01     0.000000e+00       5.900000e-01
## 827   0.000000e+00   5.796000e-02     7.300000e-01       0.000000e+00
## 828   0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 829   1.300000e-01   3.000000e-02     1.300000e-01       1.000000e-01
## 830   1.010000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 831   2.507919e-01   0.000000e+00     0.000000e+00       3.630000e-02
## 832   3.600000e-01   9.000000e-02     0.000000e+00       3.600000e-01
## 833   5.300000e-01   0.000000e+00     0.000000e+00       5.300000e-01
## 834   5.200000e-01   0.000000e+00     0.000000e+00       5.200000e-01
## 835   5.100000e-01   0.000000e+00     0.000000e+00       5.100000e-01
## 836   1.050000e+00   4.200000e-01     0.000000e+00       3.100000e-01
## 837   0.000000e+00   0.000000e+00     2.203333e-02       0.000000e+00
## 838   4.700000e-01   4.700000e-01     1.500000e-01       2.553583e-01
## 839   0.000000e+00   0.000000e+00     1.960000e-02       0.000000e+00
## 840   4.700000e-01   4.700000e-01     1.500000e-01       2.553583e-01
## 841   6.400000e-01   3.791500e-01     6.400000e-01       3.200000e-01
## 842   1.260000e+00   0.000000e+00     1.383750e-01       0.000000e+00
## 843   4.000000e-01   1.000000e-01     1.000000e-01       0.000000e+00
## 844   9.000000e-02   0.000000e+00     0.000000e+00       0.000000e+00
## 845   0.000000e+00   0.000000e+00     0.000000e+00       1.220000e-02
## 846   0.000000e+00   0.000000e+00     1.023400e-01       5.900000e-01
## 847   0.000000e+00   0.000000e+00    -2.100403e-16       0.000000e+00
## 848   3.900000e-01   2.399000e-01     5.200000e-01       1.900000e-01
## 849   0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 850   7.500000e-01   0.000000e+00     0.000000e+00       0.000000e+00
## 851   7.500000e-01   0.000000e+00     0.000000e+00       0.000000e+00
## 852   3.100000e-01   2.678275e-01     2.000000e-01       2.919000e-01
## 853   0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 854   0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 855   3.100000e-01   3.100000e-01     3.100000e-01       3.100000e-01
## 856   0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 857   0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 858   3.900000e-01   0.000000e+00     0.000000e+00       0.000000e+00
## 859   0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 860   3.900000e-01   9.000000e-02     9.000000e-02       0.000000e+00
## 861   1.000000e-01   1.000000e-01     1.000000e-01       5.200000e-01
## 862   9.000000e-02   2.400000e-01     4.000000e-02       4.000000e-02
## 863   8.200000e-01   3.600000e-01     0.000000e+00       3.600000e-01
## 864   1.110000e+00   0.000000e+00     7.400000e-01       0.000000e+00
## 865   0.000000e+00   0.000000e+00     3.400208e-02       0.000000e+00
## 866   3.700000e-01   0.000000e+00     0.000000e+00       0.000000e+00
## 867   3.700000e-01   0.000000e+00     0.000000e+00       0.000000e+00
## 868   0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 869   1.700000e-01   0.000000e+00     1.700000e-01       3.400000e-01
## 870   1.430000e+00   3.400000e-01     5.000000e-02       5.000000e-02
## 871   1.460000e+00   0.000000e+00     1.326000e-01       0.000000e+00
## 872   3.700000e-01   3.700000e-01     3.700000e-01       1.318409e-01
## 873   2.200000e-01   3.248333e-01     0.000000e+00       2.299026e-01
## 874   9.000000e-02   2.800000e-01     9.000000e-02       9.000000e-02
## 875   8.800000e-01   2.200000e-01     0.000000e+00       0.000000e+00
## 876   0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 877   0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 878   0.000000e+00   0.000000e+00     0.000000e+00       5.500000e-04
## 879   4.600000e-01   0.000000e+00     0.000000e+00       4.600000e-01
## 880   4.700000e-01   0.000000e+00     0.000000e+00       4.700000e-01
## 881   9.000000e-01   0.000000e+00     1.141783e-01       0.000000e+00
## 882   5.200000e-01   0.000000e+00     7.000000e-02       0.000000e+00
## 883   0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 884   0.000000e+00   0.000000e+00     4.900000e-01       0.000000e+00
## 885   4.700000e-01   0.000000e+00     0.000000e+00       4.700000e-01
## 886   4.700000e-01   0.000000e+00     0.000000e+00       4.700000e-01
## 887   1.790000e+00   4.400000e-01     0.000000e+00       0.000000e+00
## 888   1.780000e+00   4.400000e-01     0.000000e+00       0.000000e+00
## 889   1.020000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 890   0.000000e+00   0.000000e+00     0.000000e+00       5.100000e-03
## 891   0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 892   0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 893   7.300000e-01   0.000000e+00     0.000000e+00       0.000000e+00
## 894   0.000000e+00   3.200000e-01     0.000000e+00       0.000000e+00
## 895   1.300000e-01   1.000000e-01     3.000000e-02       6.000000e-02
## 896   9.400000e-01   0.000000e+00     0.000000e+00       0.000000e+00
## 897   1.130000e+00   5.600000e-01     5.600000e-01       0.000000e+00
## 898   2.900000e-01   0.000000e+00     0.000000e+00       0.000000e+00
## 899   0.000000e+00   5.500000e-01     0.000000e+00       2.700000e-01
## 900   0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 901   0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 902   0.000000e+00   0.000000e+00     7.689780e-02       0.000000e+00
## 903   4.200000e-01   0.000000e+00     1.161000e-01       0.000000e+00
## 904   6.594361e-01   0.000000e+00     4.530000e-02       0.000000e+00
## 905   1.400000e-01   4.000000e-02     0.000000e+00       2.900000e-01
## 906   7.600000e-01   0.000000e+00     5.000000e-01       5.000000e-01
## 907   0.000000e+00   0.000000e+00     0.000000e+00      -4.474199e-16
## 908   2.100000e-01   0.000000e+00     0.000000e+00       0.000000e+00
## 909   0.000000e+00   0.000000e+00     1.419938e-01       0.000000e+00
## 910   0.000000e+00   0.000000e+00     3.990000e-02       0.000000e+00
## 911   1.400000e-01   3.000000e-02     0.000000e+00       1.800000e-01
## 912   0.000000e+00   4.000000e-01     0.000000e+00       2.000000e-01
## 913   0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 914   0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 915   0.000000e+00   5.400000e-01     1.625788e-01       0.000000e+00
## 916   0.000000e+00   1.083000e-01     0.000000e+00       1.162500e-01
## 917   0.000000e+00   0.000000e+00     8.040000e-02       0.000000e+00
## 918   6.500000e-01   4.904500e-01     3.200000e-01       3.200000e-01
## 919   0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 920   4.900000e-01   0.000000e+00     0.000000e+00       2.400000e-01
## 921   6.400000e-01   4.823500e-01     3.200000e-01       3.146629e-01
## 922   6.400000e-01   4.823500e-01     3.200000e-01       3.146629e-01
## 923   1.560000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 924   0.000000e+00   0.000000e+00     0.000000e+00       4.000000e-01
## 925   1.570000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 926   1.510000e+00   0.000000e+00     0.000000e+00       3.700000e-01
## 927   9.600000e-01   0.000000e+00     1.379250e-01       0.000000e+00
## 928   4.300000e-01   4.300000e-01     4.300000e-01       4.300000e-01
## 929   1.570000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 930   3.770050e-01   0.000000e+00     0.000000e+00       0.000000e+00
## 931   1.500000e-01   3.000000e-02     0.000000e+00       1.900000e-01
## 932   8.700000e-01   0.000000e+00     1.742667e-01       0.000000e+00
## 933   0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 934   1.580000e+00   0.000000e+00     6.986310e-02       0.000000e+00
## 935   0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 936   0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 937   9.400000e-01   0.000000e+00     1.465667e-01       0.000000e+00
## 938   0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 939   3.400000e-01   0.000000e+00     0.000000e+00       0.000000e+00
## 940   3.400000e-01   0.000000e+00     0.000000e+00       0.000000e+00
## 941   0.000000e+00   0.000000e+00     1.230000e-02       0.000000e+00
## 942   0.000000e+00   0.000000e+00     1.574348e-02       0.000000e+00
## 943   1.140000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 944   1.140000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 945   1.140000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 946   2.100000e-01   0.000000e+00     0.000000e+00       0.000000e+00
## 947   2.000000e-01   0.000000e+00     0.000000e+00       0.000000e+00
## 948   6.500000e-01   0.000000e+00     1.430286e-01       0.000000e+00
## 949   2.100000e-01   0.000000e+00     0.000000e+00       0.000000e+00
## 950   2.000000e-01   0.000000e+00     0.000000e+00       0.000000e+00
## 951   3.000000e-01   3.000000e-01     3.000000e-01       3.000000e-01
## 952   6.400000e-01   4.852500e-01     3.200000e-01       3.200000e-01
## 953   8.500000e-01   3.122725e-01     2.500000e-01       1.700000e-01
## 954   0.000000e+00   0.000000e+00     4.500000e-01       0.000000e+00
## 955   6.109642e-01   0.000000e+00     1.443639e-01       1.695000e-02
## 956   6.109642e-01   0.000000e+00     1.443639e-01       1.695000e-02
## 957   6.109642e-01   0.000000e+00     1.443639e-01       1.695000e-02
## 958   5.276987e-01   0.000000e+00     0.000000e+00       0.000000e+00
## 959   0.000000e+00   0.000000e+00     1.205000e-02       0.000000e+00
## 960   4.133554e-01   0.000000e+00     0.000000e+00       3.460000e-02
## 961   0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 962   0.000000e+00   0.000000e+00     7.400000e-01       0.000000e+00
## 963   0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 964   2.000000e-02   0.000000e+00     0.000000e+00       5.000000e-02
## 965   6.600000e-01   0.000000e+00     0.000000e+00       0.000000e+00
## 966   6.700000e-01   0.000000e+00     0.000000e+00       0.000000e+00
## 967   5.300000e-01   0.000000e+00     7.550000e-02       0.000000e+00
## 968   0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 969   5.300000e-01   0.000000e+00     7.550000e-02       0.000000e+00
## 970   0.000000e+00   4.600000e-01     0.000000e+00       1.500000e-01
## 971   2.300000e-01   0.000000e+00     0.000000e+00       0.000000e+00
## 972   2.300000e-01   2.300000e-01     2.300000e-01       0.000000e+00
## 973   2.300000e-01   0.000000e+00     0.000000e+00       0.000000e+00
## 974   2.800000e-01   0.000000e+00     0.000000e+00       5.700000e-01
## 975   0.000000e+00   0.000000e+00     2.259750e-01       0.000000e+00
## 976   0.000000e+00   0.000000e+00     7.400000e-01       0.000000e+00
## 977   1.600000e-01   1.600000e-01     0.000000e+00       1.267000e-01
## 978   0.000000e+00   0.000000e+00     0.000000e+00       5.400000e-01
## 979   8.500000e-01   2.100000e-01     2.100000e-01       0.000000e+00
## 980   1.290000e+00   0.000000e+00     6.400000e-01       0.000000e+00
## 981   0.000000e+00   5.400000e-01     1.625788e-01       0.000000e+00
## 982   0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 983   0.000000e+00   1.875500e-01     0.000000e+00       1.800000e-01
## 984   5.300000e-01   0.000000e+00     0.000000e+00       0.000000e+00
## 985   0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 986   0.000000e+00   9.300000e-03     0.000000e+00       0.000000e+00
## 987   0.000000e+00   0.000000e+00     6.800000e-01       0.000000e+00
## 988   0.000000e+00   0.000000e+00     1.868206e-01       0.000000e+00
## 989   2.700000e-01   2.700000e-01     2.700000e-01       2.700000e-01
## 990   3.100000e-01   0.000000e+00     0.000000e+00       0.000000e+00
## 991   0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 992   8.000000e-01   2.965725e-01     5.000000e-01       0.000000e+00
## 993   8.100000e-01   0.000000e+00     0.000000e+00       0.000000e+00
## 994   0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 995   0.000000e+00   0.000000e+00     0.000000e+00       4.200000e-03
## 996   2.060000e+00   0.000000e+00     1.762787e-01       4.376727e-02
## 997   2.060000e+00   0.000000e+00     1.762787e-01       4.376727e-02
## 998   2.060000e+00   0.000000e+00     1.762787e-01       4.376727e-02
## 999   0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1000  4.500000e-01   0.000000e+00     0.000000e+00       4.500000e-01
## 1001  4.500000e-01   0.000000e+00     0.000000e+00       4.500000e-01
## 1002  4.500000e-01   0.000000e+00     0.000000e+00       4.500000e-01
## 1003  4.100000e-01   0.000000e+00     4.100000e-01       9.471667e-02
## 1004  3.900000e-01   1.900000e-01     0.000000e+00       0.000000e+00
## 1005  0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1006  0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1007  0.000000e+00   6.000000e-01     0.000000e+00       0.000000e+00
## 1008  9.400000e-01   0.000000e+00     1.813500e-01       0.000000e+00
## 1009  0.000000e+00   3.600000e-01     0.000000e+00       3.600000e-01
## 1010  0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1011  0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1012  5.100000e-01   5.100000e-01     5.100000e-01       0.000000e+00
## 1013  5.000000e-01   5.000000e-01     5.000000e-01       0.000000e+00
## 1014  0.000000e+00   3.700000e-01     0.000000e+00       3.700000e-01
## 1015  3.900000e-01   1.900000e-01     0.000000e+00       0.000000e+00
## 1016  0.000000e+00   3.600000e-01     0.000000e+00       3.600000e-01
## 1017  9.000000e-01   1.500000e-01     0.000000e+00       0.000000e+00
## 1018  7.500000e-01   0.000000e+00     0.000000e+00       0.000000e+00
## 1019  4.400000e-01   0.000000e+00     6.000000e-02       0.000000e+00
## 1020  0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1021  3.400000e-01   0.000000e+00     0.000000e+00       0.000000e+00
## 1022  0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1023  1.340000e+00   0.000000e+00     4.400000e-01       0.000000e+00
## 1024  7.700000e-01   0.000000e+00     0.000000e+00       0.000000e+00
## 1025  0.000000e+00   0.000000e+00     1.400000e-01       0.000000e+00
## 1026  8.000000e-01   2.965725e-01     5.000000e-01       0.000000e+00
## 1027  8.000000e-01   0.000000e+00     0.000000e+00       0.000000e+00
## 1028  0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1029  1.390000e+00   0.000000e+00     6.900000e-01       0.000000e+00
## 1030  0.000000e+00   0.000000e+00     0.000000e+00       1.029250e-01
## 1031  6.500000e-01   4.852500e-01     3.200000e-01       3.200000e-01
## 1032  6.500000e-01   4.852500e-01     3.200000e-01       3.200000e-01
## 1033  8.500000e-01   3.114725e-01     2.500000e-01       1.700000e-01
## 1034  1.520000e+00   3.500000e-01     5.000000e-02       5.000000e-02
## 1035  0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1036  0.000000e+00   4.400000e-01     0.000000e+00       0.000000e+00
## 1037  2.889620e-01   0.000000e+00     0.000000e+00       0.000000e+00
## 1038  0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1039  4.861450e-01   0.000000e+00     0.000000e+00       5.400000e-01
## 1040  0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1041  1.060000e+00   0.000000e+00     7.000000e-01       0.000000e+00
## 1042  6.800000e-01   0.000000e+00     1.821333e-01       0.000000e+00
## 1043  2.700000e-01   0.000000e+00     5.500000e-01       2.700000e-01
## 1044  5.800000e-01   2.900000e-01     9.000000e-02       0.000000e+00
## 1045  0.000000e+00   0.000000e+00     1.590000e-02       0.000000e+00
## 1046  9.700000e-01   0.000000e+00     1.342250e-01       0.000000e+00
## 1047  1.120000e+00   5.600000e-01     2.257491e-01       0.000000e+00
## 1048  6.100000e-01   3.000000e-01     4.000000e-01       1.000000e-01
## 1049  1.610000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1050  0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1051  0.000000e+00   0.000000e+00     1.411493e-01       0.000000e+00
## 1052  3.400000e-01   0.000000e+00     0.000000e+00       0.000000e+00
## 1053  8.100000e-01   0.000000e+00     1.254000e-01       0.000000e+00
## 1054  8.700000e-01   0.000000e+00     5.800000e-01       0.000000e+00
## 1055  1.570000e+00   3.600000e-01     6.000000e-02       6.000000e-02
## 1056  1.000000e-01   0.000000e+00     0.000000e+00       1.700000e-01
## 1057  0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1058  8.000000e-02   1.600000e-01     8.000000e-02       8.000000e-02
## 1059  6.000000e-01   3.000000e-01     4.000000e-01       1.000000e-01
## 1060  0.000000e+00   0.000000e+00     4.500000e-01       0.000000e+00
## 1061  0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1062  0.000000e+00   4.000000e-01     0.000000e+00       0.000000e+00
## 1063  3.800000e-01   3.800000e-01     3.800000e-01       3.800000e-01
## 1064  0.000000e+00   0.000000e+00    -1.434963e-16       0.000000e+00
## 1065  6.100000e-01   1.300000e-01     0.000000e+00       0.000000e+00
## 1066  0.000000e+00   0.000000e+00     4.783333e-02       0.000000e+00
## 1067  0.000000e+00   1.100000e-02     0.000000e+00       0.000000e+00
## 1068  1.696327e-01   0.000000e+00     0.000000e+00       0.000000e+00
## 1069  3.300000e-01   1.600000e-01     3.300000e-01       2.589151e-01
## 1070  3.900000e-01   1.900000e-01     0.000000e+00       0.000000e+00
## 1071  0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1072  1.450000e+00   3.400000e-01     5.000000e-02       5.000000e-02
## 1073  5.400000e-01   2.700000e-01     2.700000e-01       8.850000e-02
## 1074  2.061290e-01   0.000000e+00     0.000000e+00       0.000000e+00
## 1075  1.100000e+00   5.500000e-01     2.446491e-01       0.000000e+00
## 1076  1.100000e+00   5.500000e-01     2.446491e-01       0.000000e+00
## 1077  6.300000e-01   6.300000e-01     3.100000e-01       3.100000e-01
## 1078  1.040000e+00   0.000000e+00     6.900000e-01       0.000000e+00
## 1079  0.000000e+00   0.000000e+00     1.240667e-01       0.000000e+00
## 1080  1.080000e+00   5.400000e-01     2.357491e-01       0.000000e+00
## 1081  2.800000e-01   1.400000e-01     2.800000e-01       2.800000e-01
## 1082  2.200000e-01   2.200000e-01     0.000000e+00       0.000000e+00
## 1083  8.800000e-01   1.400000e-01     0.000000e+00       0.000000e+00
## 1084  5.100000e-01   2.900000e-01     7.000000e-02       0.000000e+00
## 1085  6.300000e-01   6.300000e-01     3.100000e-01       3.100000e-01
## 1086  6.300000e-01   6.300000e-01     3.100000e-01       3.100000e-01
## 1087  1.520000e+00   3.500000e-01     5.000000e-02       5.000000e-02
## 1088  4.800000e-01   0.000000e+00     1.618667e-01       0.000000e+00
## 1089  0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1090  8.000000e-02   4.200000e-01     8.000000e-02       2.500000e-01
## 1091  0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1092  0.000000e+00   0.000000e+00     7.800000e-03       0.000000e+00
## 1093  4.300000e-01   8.000000e-02     8.000000e-02       4.300000e-01
## 1094  4.300000e-01   8.000000e-02     8.000000e-02       4.300000e-01
## 1095  3.400000e-01   1.673000e-01     3.400000e-01       0.000000e+00
## 1096  2.900000e-01   2.900000e-01     2.900000e-01       2.900000e-01
## 1097  4.500000e-01   4.500000e-01     4.500000e-01       0.000000e+00
## 1098  0.000000e+00   0.000000e+00     2.000000e-01       0.000000e+00
## 1099  0.000000e+00   0.000000e+00     5.240000e-02       0.000000e+00
## 1100  1.770000e+00   2.200000e-01     4.400000e-01       4.400000e-01
## 1101  0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1102  7.400000e-01   0.000000e+00     7.400000e-01       0.000000e+00
## 1103  1.280000e+00   0.000000e+00     2.800000e-01       0.000000e+00
## 1104  1.130000e+00   0.000000e+00     3.700000e-01       0.000000e+00
## 1105  0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1106  1.450000e+00   3.600000e-01     0.000000e+00       0.000000e+00
## 1107  5.400000e-01   0.000000e+00     1.582857e-01       0.000000e+00
## 1108  0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1109  9.600000e-01   0.000000e+00     4.800000e-01       0.000000e+00
## 1110  9.800000e-01   0.000000e+00     0.000000e+00       0.000000e+00
## 1111  0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1112  1.800000e-01   0.000000e+00     1.800000e-01       0.000000e+00
## 1113  0.000000e+00   6.000000e-01     0.000000e+00       0.000000e+00
## 1114  0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1115  2.300000e-01   1.700000e-01     3.000000e-02       1.840667e-01
## 1116  0.000000e+00   6.000000e-01     0.000000e+00       0.000000e+00
## 1117  5.800000e-01   0.000000e+00     5.800000e-01       5.800000e-01
## 1118  4.600000e-01   0.000000e+00     4.600000e-01       2.038000e-02
## 1119  3.000000e-01   3.504000e-01     0.000000e+00       3.000000e-01
## 1120  3.000000e-01   3.503000e-01     0.000000e+00       3.000000e-01
## 1121  5.900000e-01   0.000000e+00     0.000000e+00       5.900000e-01
## 1122  8.000000e-02   2.300000e-01     2.000000e-02       3.500000e-01
## 1123  5.800000e-01   0.000000e+00     5.800000e-01       5.800000e-01
## 1124  3.000000e-01   3.504000e-01     0.000000e+00       3.000000e-01
## 1125  3.000000e-01   3.504000e-01     0.000000e+00       3.000000e-01
## 1126  2.300000e-01   2.300000e-01     0.000000e+00       0.000000e+00
## 1127  0.000000e+00   5.900000e-01     0.000000e+00       5.900000e-01
## 1128  0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1129  7.200000e-01   4.800000e-01     0.000000e+00       0.000000e+00
## 1130  7.200000e-01   4.800000e-01     0.000000e+00       0.000000e+00
## 1131  8.000000e-02   4.300000e-01     8.000000e-02       2.500000e-01
## 1132  8.700000e-01   9.490000e-02     0.000000e+00       0.000000e+00
## 1133  8.700000e-01   9.590000e-02     0.000000e+00       0.000000e+00
## 1134  2.900000e-01   2.900000e-01     2.900000e-01       2.900000e-01
## 1135  0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1136  3.600000e-01   3.600000e-01     0.000000e+00       3.600000e-01
## 1137  3.800000e-01   1.900000e-01     0.000000e+00       0.000000e+00
## 1138  4.200000e-01   8.000000e-02     8.000000e-02       4.200000e-01
## 1139  2.600000e-01   0.000000e+00     2.600000e-01       0.000000e+00
## 1140  5.000000e-02   1.300000e-01     5.000000e-02       2.600000e-01
## 1141  1.090000e+00   1.800000e-01     5.400000e-01       0.000000e+00
## 1142  4.200000e-01   8.000000e-02     8.000000e-02       4.200000e-01
## 1143  0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1144  0.000000e+00   0.000000e+00     3.600000e-01       0.000000e+00
## 1145  3.700000e-01   0.000000e+00     0.000000e+00       3.700000e-01
## 1146  0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1147  0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1148  3.900000e-01   1.900000e-01     0.000000e+00       0.000000e+00
## 1149  3.800000e-01   3.800000e-01     3.800000e-01       3.800000e-01
## 1150  0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1151  4.749979e-01   0.000000e+00     0.000000e+00       0.000000e+00
## 1152  3.800000e-01   3.800000e-01     3.800000e-01       3.800000e-01
## 1153  1.900000e-01   3.200000e-01     3.800000e-01       0.000000e+00
## 1154  0.000000e+00   0.000000e+00     3.700000e-01       0.000000e+00
## 1155  1.580000e+00   0.000000e+00     3.900000e-01       4.610000e-02
## 1156  0.000000e+00   0.000000e+00     4.100000e-01       0.000000e+00
## 1157  1.040000e+00   9.000000e-02     9.000000e-02       0.000000e+00
## 1158  0.000000e+00   0.000000e+00     4.100000e-01       0.000000e+00
## 1159  0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1160  1.210000e+00   0.000000e+00     1.459506e-01       1.208000e-01
## 1161  0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1162  5.000000e-02   1.300000e-01     5.000000e-02       2.600000e-01
## 1163  1.470000e+00   1.020000e-02     1.252021e-01       0.000000e+00
## 1164  5.300000e-01   0.000000e+00     1.485000e-01       0.000000e+00
## 1165  0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1166  6.386302e-01   0.000000e+00     5.500000e-01       0.000000e+00
## 1167  6.386302e-01   0.000000e+00     5.500000e-01       0.000000e+00
## 1168  3.700000e-01   0.000000e+00     0.000000e+00       3.700000e-01
## 1169  1.700000e-01   5.100000e-01     0.000000e+00       5.100000e-01
## 1170  1.200000e-01   0.000000e+00     0.000000e+00       1.200000e-01
## 1171  1.890000e+00   0.000000e+00     1.888088e-01       2.300000e-01
## 1172  5.000000e-02   1.300000e-01     5.000000e-02       2.600000e-01
## 1173  1.350000e+00   4.500000e-01     0.000000e+00       0.000000e+00
## 1174  0.000000e+00   0.000000e+00    -7.820133e-17       0.000000e+00
## 1175  0.000000e+00   0.000000e+00    -7.820133e-17       0.000000e+00
## 1176  0.000000e+00   0.000000e+00    -7.820133e-17       0.000000e+00
## 1177  9.000000e-02   9.000000e-02     1.900000e-01       0.000000e+00
## 1178  1.030000e+00   0.000000e+00     6.800000e-01       0.000000e+00
## 1179  0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1180  0.000000e+00   0.000000e+00     0.000000e+00       4.200000e-03
## 1181  1.200000e-01   0.000000e+00     0.000000e+00       1.200000e-01
## 1182  1.200000e+00   0.000000e+00     1.273506e-01       8.160000e-02
## 1183  2.400000e-01   2.279000e-01     2.400000e-01       1.383000e-01
## 1184  6.000000e-01   0.000000e+00     6.000000e-01       0.000000e+00
## 1185  1.380000e+00   0.000000e+00     0.000000e+00       5.660000e-02
## 1186  0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1187  0.000000e+00   0.000000e+00     1.022083e-01       5.205000e-02
## 1188  1.490000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1189  0.000000e+00   5.300000e-01     5.300000e-01       0.000000e+00
## 1190  0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1191  6.294902e-01   0.000000e+00     5.600000e-01       0.000000e+00
## 1192  2.300000e-01   1.100000e-01     0.000000e+00       0.000000e+00
## 1193  1.120000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1194  1.420000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1195  1.120000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1196  7.200000e-01   4.800000e-01     0.000000e+00       0.000000e+00
## 1197  1.440000e+00   0.000000e+00     3.600000e-01       0.000000e+00
## 1198  0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1199  4.700000e-01   0.000000e+00     0.000000e+00       0.000000e+00
## 1200  4.700000e-01   0.000000e+00     0.000000e+00       0.000000e+00
## 1201  4.000000e-02   1.100000e-01     4.000000e-02       2.100000e-01
## 1202  0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1203  8.000000e-01   2.965725e-01     5.000000e-01       0.000000e+00
## 1204  0.000000e+00   0.000000e+00     1.022083e-01       5.085000e-02
## 1205  6.294902e-01   0.000000e+00     5.600000e-01       0.000000e+00
## 1206  4.183109e-03   0.000000e+00     0.000000e+00       0.000000e+00
## 1207  1.110000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1208  0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1209  5.000000e-02   1.500000e-01     5.000000e-02       2.300000e-01
## 1210  0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1211  0.000000e+00   4.700000e-01     0.000000e+00       0.000000e+00
## 1212  0.000000e+00   0.000000e+00     4.200000e-01       0.000000e+00
## 1213  1.080000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1214  0.000000e+00   0.000000e+00     0.000000e+00       2.900000e-01
## 1215  1.440000e+00   4.800000e-01     0.000000e+00       0.000000e+00
## 1216  1.450000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1217  1.470000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1218  0.000000e+00   0.000000e+00     4.000000e-03       0.000000e+00
## 1219  4.000000e-02   1.100000e-01     4.000000e-02       2.100000e-01
## 1220  0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1221  6.400000e-01   0.000000e+00     0.000000e+00       0.000000e+00
## 1222  6.400000e-01   0.000000e+00     0.000000e+00       0.000000e+00
## 1223  6.400000e-01   0.000000e+00     0.000000e+00       0.000000e+00
## 1224  0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1225  2.000000e-01   2.000000e-01     0.000000e+00       0.000000e+00
## 1226  1.325199e-02   0.000000e+00     0.000000e+00       0.000000e+00
## 1227  7.000000e-02   1.300000e-01     5.000000e-02       2.600000e-01
## 1228  1.110000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1229  1.590000e+00   3.100000e-01     0.000000e+00       0.000000e+00
## 1230  6.339302e-01   0.000000e+00     4.787529e-01       0.000000e+00
## 1231  1.110000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1232  9.400000e-01   0.000000e+00     0.000000e+00       0.000000e+00
## 1233  1.700000e-01   0.000000e+00     0.000000e+00       0.000000e+00
## 1234  0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1235  0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1236  3.600000e-01   2.400000e-01     0.000000e+00       0.000000e+00
## 1237  1.070000e+00   1.900000e-01     1.900000e-01       1.847286e-01
## 1238  0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1239  3.600000e-01   3.600000e-01     1.292300e-01       0.000000e+00
## 1240  0.000000e+00   0.000000e+00     0.000000e+00       4.500000e-01
## 1241  6.800000e-01   9.000000e-02     9.000000e-02       0.000000e+00
## 1242  0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1243  0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1244  4.000000e-01   0.000000e+00     4.000000e-01       0.000000e+00
## 1245  0.000000e+00   6.300000e-01     6.300000e-01       0.000000e+00
## 1246  0.000000e+00   0.000000e+00     2.352308e-02       0.000000e+00
## 1247  2.600000e-01   0.000000e+00     2.600000e-01       2.600000e-01
## 1248  5.453922e-01   0.000000e+00     0.000000e+00       0.000000e+00
## 1249  6.282302e-01   0.000000e+00     5.500000e-01       0.000000e+00
## 1250  7.200000e-01   0.000000e+00     7.200000e-01       0.000000e+00
## 1251  8.400000e-01   0.000000e+00     3.909907e-01       0.000000e+00
## 1252  7.200000e-01   0.000000e+00     7.200000e-01       0.000000e+00
## 1253  4.000000e-01   0.000000e+00     1.482833e-01       4.000000e-01
## 1254  6.300000e-01   1.700000e-01     0.000000e+00       0.000000e+00
## 1255  2.408155e-01   0.000000e+00     0.000000e+00       0.000000e+00
## 1256  1.300000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1257  0.000000e+00   0.000000e+00     2.300000e-03       0.000000e+00
## 1258  3.200000e-01   0.000000e+00     0.000000e+00       3.200000e-01
## 1259  6.400000e-01   0.000000e+00     6.400000e-01       0.000000e+00
## 1260  4.900000e-01   0.000000e+00     1.015056e-01       0.000000e+00
## 1261  4.400000e-01   5.844667e-02     0.000000e+00       0.000000e+00
## 1262  6.900000e-01   0.000000e+00     6.900000e-01       0.000000e+00
## 1263  4.400000e-01   5.844667e-02     0.000000e+00       0.000000e+00
## 1264  4.400000e-01   5.844667e-02     0.000000e+00       0.000000e+00
## 1265  4.400000e-01   6.174667e-02     0.000000e+00       0.000000e+00
## 1266  0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1267  8.000000e-01   2.965725e-01     5.000000e-01       0.000000e+00
## 1268  1.660000e+00   0.000000e+00     1.425029e-01       0.000000e+00
## 1269  8.000000e-01   2.965725e-01     5.000000e-01       0.000000e+00
## 1270  5.200000e-01   0.000000e+00     0.000000e+00       4.300000e-01
## 1271  8.000000e-01   2.313846e-02     0.000000e+00       0.000000e+00
## 1272  7.035250e-01   5.200000e-01     2.736400e-01       0.000000e+00
## 1273  1.450000e+00   3.400000e-01     5.000000e-02       5.000000e-02
## 1274  5.200000e-01   0.000000e+00     0.000000e+00       5.200000e-01
## 1275  0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1276  2.000000e-01   2.717400e-01     2.000000e-01       5.000000e-01
## 1277  1.040000e+00   0.000000e+00     0.000000e+00       5.790000e-02
## 1278  1.200000e-01   0.000000e+00     0.000000e+00       1.200000e-01
## 1279  1.200000e-01   0.000000e+00     0.000000e+00       1.200000e-01
## 1280  0.000000e+00   5.800000e-01     0.000000e+00       5.800000e-01
## 1281  0.000000e+00   6.200000e-01     0.000000e+00       4.286833e-01
## 1282  6.100000e-01   3.000000e-01     0.000000e+00       0.000000e+00
## 1283  1.130000e+00   0.000000e+00     1.990000e-02       0.000000e+00
## 1284  1.450000e+00   3.400000e-01     5.000000e-02       5.000000e-02
## 1285  3.200000e-01   1.580000e-02     0.000000e+00       0.000000e+00
## 1286  0.000000e+00   6.200000e-01     0.000000e+00       4.233833e-01
## 1287  3.900000e-01   0.000000e+00     1.900000e-01       0.000000e+00
## 1288  4.300000e-01  -6.064593e-17     0.000000e+00       0.000000e+00
## 1289  3.000000e-01   2.000000e-01     0.000000e+00       0.000000e+00
## 1290  0.000000e+00   3.900000e-01     0.000000e+00       0.000000e+00
## 1291  0.000000e+00   3.800000e-03     0.000000e+00       0.000000e+00
## 1292  5.400000e-01   2.700000e-01     0.000000e+00       8.380000e-02
## 1293  2.600000e-01   0.000000e+00     0.000000e+00       0.000000e+00
## 1294  9.000000e-01   0.000000e+00     1.439350e-01       0.000000e+00
## 1295  0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1296  5.500000e-01   0.000000e+00     0.000000e+00       5.500000e-01
## 1297  1.210000e+00   0.000000e+00     1.561500e-01       0.000000e+00
## 1298  1.060000e+00   0.000000e+00     1.600000e-01       0.000000e+00
## 1299  1.170000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1300  0.000000e+00   0.000000e+00     0.000000e+00      -7.183837e-16
## 1301  8.000000e-01   0.000000e+00     1.250400e-01       0.000000e+00
## 1302  8.000000e-01   0.000000e+00     1.250400e-01       0.000000e+00
## 1303  1.660000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1304  4.300000e-01   6.000000e-01     4.300000e-01       2.600000e-01
## 1305  6.000000e-01   2.000000e-01     4.000000e-01       1.000000e-01
## 1306  0.000000e+00   2.200000e-01     2.200000e-01       0.000000e+00
## 1307  2.000000e-01   2.667400e-01     2.000000e-01       5.000000e-01
## 1308  0.000000e+00   0.000000e+00     4.900000e-01       0.000000e+00
## 1309  6.500000e-01   0.000000e+00     6.500000e-01       0.000000e+00
## 1310  1.250000e+00   6.200000e-01     0.000000e+00       0.000000e+00
## 1311  0.000000e+00   0.000000e+00     5.336667e-02       0.000000e+00
## 1312  0.000000e+00   2.900000e-01     2.900000e-01       1.439000e-01
## 1313  0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1314  5.000000e-02   1.600000e-01     0.000000e+00       5.000000e-02
## 1315  5.000000e-02   1.900000e-01     0.000000e+00       5.000000e-02
## 1316  2.700000e-01   2.700000e-01     0.000000e+00       2.242286e-01
## 1317  0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1318  7.000000e-02   3.000000e-02     0.000000e+00       3.000000e-02
## 1319  8.000000e-02   4.100000e-01     8.000000e-02       2.400000e-01
## 1320  1.090000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1321  0.000000e+00   1.125600e-01     1.900000e-01       1.900000e-01
## 1322  6.047347e-02   0.000000e+00     0.000000e+00       3.200000e-03
## 1323  1.400000e-01   1.100000e-01     0.000000e+00       7.000000e-02
## 1324  0.000000e+00   0.000000e+00     0.000000e+00      -4.105050e-16
## 1325  1.170000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1326  6.800000e-01   3.400000e-01     3.400000e-01       0.000000e+00
## 1327  0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1328  1.450000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1329  2.800000e-01   2.800000e-01     0.000000e+00       2.382286e-01
## 1330  3.000000e-01   3.000000e-01     6.100000e-01       0.000000e+00
## 1331  0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1332  0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1333  0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1334  0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1335  0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1336  0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1337  2.100000e-01   1.000000e-01     1.000000e-01       5.300000e-01
## 1338  0.000000e+00   0.000000e+00     1.241000e-01       0.000000e+00
## 1339  6.800000e-01   0.000000e+00     6.800000e-01       0.000000e+00
## 1340  1.030000e+00   5.100000e-01     0.000000e+00       0.000000e+00
## 1341  0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1342  0.000000e+00   0.000000e+00     0.000000e+00      -5.221518e-16
## 1343  8.200000e-01   0.000000e+00     0.000000e+00       0.000000e+00
## 1344  0.000000e+00  -1.267736e-16     0.000000e+00       0.000000e+00
## 1345  3.600000e-01   9.000000e-02     0.000000e+00       1.800000e-01
## 1346  1.590000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1347  1.590000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1348  0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1349  2.600000e-01   0.000000e+00     1.300000e-01       0.000000e+00
## 1350  3.600000e-01   9.000000e-02     0.000000e+00       3.600000e-01
## 1351  3.800000e-01   3.800000e-01     0.000000e+00       0.000000e+00
## 1352  1.010000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1353  5.300000e-01   0.000000e+00     0.000000e+00       5.300000e-01
## 1354  1.180000e+00   4.700000e-01     2.300000e-01       3.500000e-01
## 1355  1.070000e+00   0.000000e+00     0.000000e+00       3.500000e-01
## 1356  0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1357  4.000000e-01   1.000000e-01     1.000000e-01       0.000000e+00
## 1358  1.500000e-01   3.000000e-02     0.000000e+00       1.900000e-01
## 1359  3.200000e-01   3.200000e-01     0.000000e+00       2.038000e-01
## 1360  4.000000e-01   1.000000e-01     1.000000e-01       0.000000e+00
## 1361  8.500000e-01   3.116725e-01     2.500000e-01       1.700000e-01
## 1362  2.900000e-01   1.900000e-01     0.000000e+00       0.000000e+00
## 1363  0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1364  4.000000e-01   1.000000e-01     1.000000e-01       0.000000e+00
## 1365  1.260000e+00   0.000000e+00     0.000000e+00       7.700000e-03
## 1366  0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1367  8.400000e-01   2.500000e-01     8.000000e-02       3.300000e-01
## 1368  8.400000e-01   2.500000e-01     8.000000e-02       3.300000e-01
## 1369  1.050000e+00   3.700000e-04     1.094250e-01       0.000000e+00
## 1370  1.250000e+00   0.000000e+00     0.000000e+00       1.470000e-02
## 1371  3.900000e-01   9.000000e-02     9.000000e-02       0.000000e+00
## 1372  0.000000e+00   0.000000e+00     0.000000e+00       6.600000e-03
## 1373  5.500000e-01   5.500000e-01     0.000000e+00       0.000000e+00
## 1374  5.900000e-01   2.900000e-01     2.900000e-01       0.000000e+00
## 1375  3.200000e-01   1.600000e-01     0.000000e+00       4.900000e-01
## 1376  1.290000e+00   1.336836e-01     0.000000e+00       1.500625e-01
## 1377  0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1378  0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1379  3.800000e-01   3.800000e-01     3.800000e-01       0.000000e+00
## 1380  4.200000e-01   0.000000e+00     4.200000e-01       0.000000e+00
## 1381  0.000000e+00   6.000000e-01     0.000000e+00       0.000000e+00
## 1382  1.680000e+00   1.800000e-01     3.700000e-01       5.600000e-01
## 1383  9.100000e-01   0.000000e+00     0.000000e+00       0.000000e+00
## 1384  1.820000e+00   3.600000e-01     3.600000e-01       9.790000e-02
## 1385  0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1386  1.300000e-01   9.000000e-02     9.000000e-02       6.000000e-02
## 1387  0.000000e+00   0.000000e+00     1.957961e-01       3.300000e-01
## 1388  1.300000e-01   0.000000e+00     0.000000e+00       0.000000e+00
## 1389  0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1390  0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1391  0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1392  1.440000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1393  4.300000e-01   0.000000e+00     0.000000e+00       0.000000e+00
## 1394  4.500000e-01   4.500000e-01     4.500000e-01       4.500000e-01
## 1395  2.900000e-01   0.000000e+00     0.000000e+00       1.044000e-01
## 1396  1.340000e+00   1.200000e-01     0.000000e+00       1.200000e-01
## 1397  6.600000e-01   0.000000e+00     0.000000e+00       3.300000e-01
## 1398  0.000000e+00   7.860000e-02     0.000000e+00       0.000000e+00
## 1399  7.800000e-01   0.000000e+00     5.200000e-01       5.200000e-01
## 1400  1.361033e-01   0.000000e+00     0.000000e+00       0.000000e+00
## 1401  0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1402  2.600000e-01   0.000000e+00     2.600000e-01       0.000000e+00
## 1403  0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1404  5.000000e-01   0.000000e+00     2.500000e-01       0.000000e+00
## 1405  0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1406  0.000000e+00   2.398625e-01     3.500000e-01       3.500000e-01
## 1407  3.831584e-01   0.000000e+00     0.000000e+00       2.080000e-02
## 1408  7.700000e-01   0.000000e+00     5.100000e-01       5.100000e-01
## 1409  7.400000e-01   0.000000e+00     0.000000e+00      -3.084338e-16
## 1410  0.000000e+00   0.000000e+00     0.000000e+00      -4.474893e-16
## 1411  9.000000e-02   1.100000e-01     2.000000e-02       2.100000e-01
## 1412  0.000000e+00   0.000000e+00     1.951429e-02       0.000000e+00
## 1413  0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1414  0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1415  0.000000e+00   0.000000e+00     1.900000e-01       0.000000e+00
## 1416  1.400000e-01   1.400000e-01     0.000000e+00       0.000000e+00
## 1417  0.000000e+00   0.000000e+00     1.700000e-01       1.700000e-01
## 1418  8.000000e-01   2.910725e-01     5.000000e-01       0.000000e+00
## 1419  0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1420  1.290000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1421  0.000000e+00   1.270000e-02     0.000000e+00       0.000000e+00
## 1422  7.600000e-01   0.000000e+00     3.299410e-01       5.100000e-01
## 1423  0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1424  8.500000e-01   3.116725e-01     2.500000e-01       1.700000e-01
## 1425  0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1426  4.109578e-01   0.000000e+00     0.000000e+00       5.800000e-01
## 1427  7.000000e-02   2.100000e-01     0.000000e+00       1.400000e-01
## 1428  3.200000e-01   3.200000e-01     0.000000e+00       2.080000e-01
## 1429  2.900000e-01   1.900000e-01     0.000000e+00       0.000000e+00
## 1430  1.560000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1431  9.600000e-01   0.000000e+00     1.069723e-01       0.000000e+00
## 1432  0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1433  0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1434  0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1435  2.030000e+00   0.000000e+00     0.000000e+00       4.000000e-01
## 1436  1.210000e+00   0.000000e+00     6.000000e-01       0.000000e+00
## 1437  0.000000e+00   0.000000e+00     2.500000e-01       0.000000e+00
## 1438  1.900000e-01   1.200000e-01     0.000000e+00       2.500000e-01
## 1439  4.700000e-01   4.700000e-01     4.700000e-01       0.000000e+00
## 1440  0.000000e+00   0.000000e+00     0.000000e+00       4.200000e-01
## 1441  1.240000e+00   0.000000e+00     6.200000e-01       0.000000e+00
## 1442  1.350000e+00   0.000000e+00     3.300000e-01       0.000000e+00
## 1443  9.700000e-01   0.000000e+00     9.717227e-02       0.000000e+00
## 1444  1.720000e+00   4.300000e-01     0.000000e+00       0.000000e+00
## 1445  1.440000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1446  1.100000e+00   2.000000e-01     0.000000e+00       3.000000e-01
## 1447  0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1448  1.500000e-01   3.000000e-02     0.000000e+00       3.500000e-01
## 1449  2.000000e-01   4.000000e-01     2.000000e-01       3.000000e-01
## 1450  0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1451  1.070000e+00   1.900000e-01     1.900000e-01       1.847286e-01
## 1452  0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1453  7.600000e-01   3.000000e-01     0.000000e+00       0.000000e+00
## 1454  8.400000e-01   8.300000e-02     2.800000e-01       0.000000e+00
## 1455  3.800000e-01   0.000000e+00     0.000000e+00       9.000000e-02
## 1456  0.000000e+00   0.000000e+00     6.700000e-03       0.000000e+00
## 1457  0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1458  0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1459  0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1460  0.000000e+00   0.000000e+00     0.000000e+00       6.617143e-02
## 1461  0.000000e+00   0.000000e+00     0.000000e+00      -3.549938e-16
## 1462  5.300000e-01   0.000000e+00     5.300000e-01       0.000000e+00
## 1463  0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1464  1.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1465  3.200000e-01   2.300000e-01     4.000000e-02       1.781667e-01
## 1466  0.000000e+00   0.000000e+00     0.000000e+00      -5.597606e-16
## 1467  0.000000e+00   2.800000e-01     2.800000e-01       2.800000e-01
## 1468  2.900000e-01   0.000000e+00     0.000000e+00       0.000000e+00
## 1469  4.000000e-01   2.000000e-01     0.000000e+00       0.000000e+00
## 1470  1.140000e+00   1.900000e-01     0.000000e+00       0.000000e+00
## 1471  0.000000e+00   1.978143e-01     0.000000e+00       3.800000e-01
## 1472  1.140000e+00   3.200000e-01     0.000000e+00       1.600000e-01
## 1473  0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1474  2.000000e-01   0.000000e+00     0.000000e+00       0.000000e+00
## 1475  1.228297e+00   1.500000e-01     0.000000e+00       0.000000e+00
## 1476  7.900000e-01   2.736875e-01     4.900000e-01       0.000000e+00
## 1477  1.220000e+00   6.100000e-01     6.100000e-01       0.000000e+00
## 1478  0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1479  0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1480  2.600000e-01   2.600000e-01     8.000000e-02       1.913000e-01
## 1481  4.300000e-01   8.000000e-02     8.000000e-02       8.000000e-02
## 1482  1.700000e-01   1.700000e-01     3.500000e-01       0.000000e+00
## 1483  2.300000e-01   0.000000e+00     0.000000e+00       0.000000e+00
## 1484  0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1485  2.600000e-01   0.000000e+00     0.000000e+00       0.000000e+00
## 1486  0.000000e+00   0.000000e+00     0.000000e+00       5.400000e-01
## 1487  1.630000e+00   4.900000e-01     0.000000e+00       0.000000e+00
## 1488  0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1489  0.000000e+00   1.900000e-01     0.000000e+00       0.000000e+00
## 1490  8.700000e-01   4.800000e-01     9.000000e-02       0.000000e+00
## 1491  0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1492  0.000000e+00   0.000000e+00     0.000000e+00       4.200000e-03
## 1493  0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1494  0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1495  3.800000e-01   3.800000e-01     0.000000e+00       0.000000e+00
## 1496  3.100000e-01   0.000000e+00     0.000000e+00       0.000000e+00
## 1497  1.560000e+00   0.000000e+00     1.553745e-01       0.000000e+00
## 1498  5.776617e-01   2.600000e-01     1.320667e-01       2.600000e-01
## 1499  9.500000e-01   0.000000e+00     2.117500e-01       0.000000e+00
## 1500  1.430000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1501  9.900000e-01   0.000000e+00     1.928857e-01       0.000000e+00
## 1502  0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1503  0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1504  2.700000e-01   0.000000e+00     0.000000e+00       5.000000e-02
## 1505  0.000000e+00   3.300000e-01     0.000000e+00       0.000000e+00
## 1506  7.000000e-01   2.300000e-01     2.300000e-01       2.336696e-01
## 1507  0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1508  0.000000e+00   0.000000e+00     1.700000e-01       5.200000e-01
## 1509  0.000000e+00   6.780000e-02     7.400000e-01       0.000000e+00
## 1510  1.120000e+00   5.600000e-01     2.257491e-01       0.000000e+00
## 1511  1.600000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1512  8.700000e-01   0.000000e+00     0.000000e+00       0.000000e+00
## 1513  0.000000e+00   9.300000e-03     0.000000e+00       0.000000e+00
## 1514  1.520000e+00   0.000000e+00     1.176982e-01       0.000000e+00
## 1515  0.000000e+00  -9.443835e-17     0.000000e+00       0.000000e+00
## 1516  5.700000e-01   2.800000e-01     2.800000e-01       0.000000e+00
## 1517  1.250000e+00   0.000000e+00     0.000000e+00       2.500000e-01
## 1518  0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1519  3.300000e-01   0.000000e+00     0.000000e+00       0.000000e+00
## 1520  0.000000e+00   4.100000e-01     0.000000e+00       0.000000e+00
## 1521  0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1522  0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1523  0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1524  2.800000e-01   2.100000e-01     0.000000e+00       2.800000e-01
## 1525  0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1526  0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1527  0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1528  0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1529  1.650000e+00   3.300000e-01     6.600000e-01       0.000000e+00
## 1530  1.100000e+00   5.500000e-01     2.446491e-01       0.000000e+00
## 1531  8.600000e-01   0.000000e+00     9.074004e-02       0.000000e+00
## 1532  0.000000e+00   0.000000e+00     6.300000e-01       1.222333e-01
## 1533  0.000000e+00   2.560000e-02     0.000000e+00       0.000000e+00
## 1534  0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1535  4.500000e-01   0.000000e+00     1.500000e-01       0.000000e+00
## 1536  1.517410e-01   0.000000e+00     0.000000e+00       0.000000e+00
## 1537  1.300000e+00   4.256250e-01     0.000000e+00       2.537000e-01
## 1538  1.517410e-01   0.000000e+00     0.000000e+00       0.000000e+00
## 1539  0.000000e+00   0.000000e+00     5.600000e-02       0.000000e+00
## 1540  0.000000e+00   3.200000e-01     0.000000e+00       4.000000e-02
## 1541  0.000000e+00  -2.653433e-16     0.000000e+00       0.000000e+00
## 1542  1.071167e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1543  7.000000e-02   1.500000e-01     0.000000e+00       7.000000e-02
## 1544  5.400000e-01   0.000000e+00     1.582857e-01       0.000000e+00
## 1545  0.000000e+00   0.000000e+00     5.876667e-02       0.000000e+00
## 1546  0.000000e+00   0.000000e+00     4.100000e-01       0.000000e+00
## 1547  1.170000e+00   5.800000e-01     1.400000e-01       5.800000e-01
## 1548  0.000000e+00   5.900000e-01     2.900000e-01       1.915533e-01
## 1549  4.200000e-01   8.000000e-02     8.000000e-02       4.200000e-01
## 1550  0.000000e+00   1.100000e-01     1.100000e-01       0.000000e+00
## 1551  5.800000e-01   0.000000e+00     0.000000e+00       0.000000e+00
## 1552  3.700000e-01   1.000000e-01     0.000000e+00       0.000000e+00
## 1553  8.900000e-01   0.000000e+00     0.000000e+00       0.000000e+00
## 1554  8.700000e-01   9.470000e-02     0.000000e+00       0.000000e+00
## 1555  0.000000e+00   0.000000e+00     0.000000e+00      -6.796647e-16
## 1556  0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1557  0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1558  0.000000e+00   0.000000e+00     1.301846e-01       0.000000e+00
## 1559  2.600000e-01   0.000000e+00     2.600000e-01       0.000000e+00
## 1560  8.000000e-01   3.200000e-01     1.600000e-01       0.000000e+00
## 1561  0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1562  1.750000e+00   3.900000e-01     5.800000e-01       0.000000e+00
## 1563  7.300000e-01   0.000000e+00     0.000000e+00       0.000000e+00
## 1564  0.000000e+00   0.000000e+00     0.000000e+00      -7.415596e-16
## 1565  0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1566  0.000000e+00   0.000000e+00     8.148333e-02       0.000000e+00
## 1567  0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1568  0.000000e+00   0.000000e+00     0.000000e+00      -4.408973e-16
## 1569  2.500000e-01   3.800000e-01     0.000000e+00       0.000000e+00
## 1570  3.800000e-01   0.000000e+00     0.000000e+00       9.000000e-02
## 1571  3.936672e-01   0.000000e+00     0.000000e+00       0.000000e+00
## 1572  6.800000e-01   0.000000e+00     0.000000e+00       0.000000e+00
## 1573  4.700000e-01   0.000000e+00     1.295300e-01       0.000000e+00
## 1574  8.100000e-01   2.000000e-01     6.100000e-01       4.000000e-01
## 1575  6.800000e-01   0.000000e+00     0.000000e+00       0.000000e+00
## 1576  0.000000e+00  -3.103767e-16     0.000000e+00       0.000000e+00
## 1577  0.000000e+00   5.700000e-01     0.000000e+00       5.700000e-01
## 1578  1.090000e+00   0.000000e+00     0.000000e+00       5.400000e-01
## 1579  5.300000e-01   6.200000e-01     4.400000e-01       1.700000e-01
## 1580  2.600000e-01   2.600000e-01     0.000000e+00       1.300000e-01
## 1581  1.660000e+00   4.100000e-01     0.000000e+00       0.000000e+00
## 1582  0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1583  0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1584  1.750000e+00   3.900000e-01     5.800000e-01       0.000000e+00
## 1585  0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1586  0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1587  0.000000e+00   0.000000e+00     0.000000e+00       3.800000e-01
## 1588  0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1589  0.000000e+00   1.251455e-01     0.000000e+00       0.000000e+00
## 1590  2.400000e-01   3.200000e-01     0.000000e+00       1.600000e-01
## 1591  1.900000e+00   0.000000e+00     1.127964e-01       0.000000e+00
## 1592  0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1593  0.000000e+00   5.700000e-01     0.000000e+00       5.700000e-01
## 1594  0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1595  1.210000e+00   0.000000e+00     6.000000e-01       0.000000e+00
## 1596  3.200000e-01   2.400000e-01     4.000000e-02       1.827667e-01
## 1597  0.000000e+00   0.000000e+00     0.000000e+00       2.800000e-01
## 1598  0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1599  3.800000e-01   0.000000e+00     0.000000e+00       9.000000e-02
## 1600  4.200000e-01   0.000000e+00     2.100000e-01       0.000000e+00
## 1601  2.040000e+00   1.300000e-01     0.000000e+00       0.000000e+00
## 1602  1.400000e-01   1.400000e-01     0.000000e+00       1.538400e-01
## 1603  1.300000e-01   1.300000e-01     0.000000e+00       1.667400e-01
## 1604  1.380000e+00   6.927579e-02     1.700000e-01       1.700000e-01
## 1605  0.000000e+00   5.700000e-01     0.000000e+00       5.700000e-01
## 1606  2.500000e-01   1.800000e-01     3.000000e-02       1.630667e-01
## 1607  0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1608  0.000000e+00   5.700000e-01     0.000000e+00       5.700000e-01
## 1609  0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1610  6.800000e-01   1.700000e-01     6.800000e-01       0.000000e+00
## 1611  0.000000e+00   2.360000e-02     0.000000e+00       0.000000e+00
## 1612  0.000000e+00   5.700000e-01     0.000000e+00       5.700000e-01
## 1613  8.800000e-01   2.900000e-01     0.000000e+00       0.000000e+00
## 1614  8.800000e-01   2.900000e-01     0.000000e+00       0.000000e+00
## 1615  3.400000e-01   3.400000e-01     0.000000e+00       0.000000e+00
## 1616  7.300000e-01   0.000000e+00     0.000000e+00       0.000000e+00
## 1617  1.160000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1618  2.300000e-01   0.000000e+00     0.000000e+00       0.000000e+00
## 1619  0.000000e+00   5.900000e-01     0.000000e+00       1.121667e-01
## 1620  0.000000e+00   5.700000e-01     0.000000e+00       5.700000e-01
## 1621  7.800000e-01   2.600000e-01     0.000000e+00       1.700000e-01
## 1622  0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1623  8.500000e-01   0.000000e+00     0.000000e+00       0.000000e+00
## 1624  0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1625  0.000000e+00   1.978143e-01     0.000000e+00       3.800000e-01
## 1626  0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1627  0.000000e+00   1.300000e-01     0.000000e+00       0.000000e+00
## 1628  0.000000e+00   3.200000e-01     0.000000e+00       4.000000e-02
## 1629  2.700000e-01   1.597167e-01     0.000000e+00       2.700000e-01
## 1630  8.000000e-01   0.000000e+00     4.000000e-01       1.156833e-01
## 1631  0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1632  0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1633  3.767540e-01   0.000000e+00     0.000000e+00       0.000000e+00
## 1634  0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1635  1.300000e-01   4.000000e-01     6.000000e-02       2.000000e-01
## 1636  1.200000e-01   0.000000e+00     0.000000e+00       0.000000e+00
## 1637  1.200000e-01   0.000000e+00     0.000000e+00       0.000000e+00
## 1638  1.200000e-01   0.000000e+00     0.000000e+00       0.000000e+00
## 1639  1.080000e+00   1.900000e-01     1.900000e-01       1.833286e-01
## 1640  0.000000e+00   3.200000e-01     0.000000e+00       4.000000e-02
## 1641  0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1642  0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1643  4.200000e-01   2.100000e-01     0.000000e+00       4.200000e-01
## 1644  5.800000e-01   0.000000e+00     5.800000e-01       0.000000e+00
## 1645  2.200000e-01   0.000000e+00     0.000000e+00       0.000000e+00
## 1646  1.630000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1647  0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1648  2.200000e-01   0.000000e+00     0.000000e+00       0.000000e+00
## 1649  2.100000e-01   0.000000e+00     1.000000e-01       1.000000e-01
## 1650  0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1651  4.300000e-01   4.300000e-01     0.000000e+00       0.000000e+00
## 1652  7.800000e-01   2.600000e-01     0.000000e+00       1.700000e-01
## 1653  0.000000e+00   0.000000e+00     0.000000e+00       7.227143e-02
## 1654  1.500000e-01   9.000000e-02     6.000000e-02       1.200000e-01
## 1655  0.000000e+00   0.000000e+00     1.900000e-01       0.000000e+00
## 1656  3.600000e-01   6.000000e-01     6.000000e-01       0.000000e+00
## 1657  1.228297e+00   1.500000e-01     0.000000e+00       0.000000e+00
## 1658  4.500000e-01   0.000000e+00     4.500000e-01       0.000000e+00
## 1659  0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1660  1.350000e+00   0.000000e+00     2.914083e-01       4.500000e-01
## 1661  0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1662  7.000000e-02   3.000000e-02     0.000000e+00       3.000000e-02
## 1663  4.000000e-02   1.400000e-01     1.800000e-01       2.800000e-01
## 1664  2.100000e-01   0.000000e+00     0.000000e+00       0.000000e+00
## 1665  0.000000e+00   2.500000e-01     0.000000e+00       8.000000e-02
## 1666  1.140000e+00   3.200000e-01     0.000000e+00       1.600000e-01
## 1667  1.210000e+00   0.000000e+00     0.000000e+00       6.000000e-01
## 1668  1.350000e+00   7.137579e-02     1.600000e-01       3.300000e-01
## 1669  0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1670  0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1671  7.200000e-01   0.000000e+00     0.000000e+00       0.000000e+00
## 1672  6.700000e-01   0.000000e+00     6.700000e-01       0.000000e+00
## 1673  1.230000e+00   6.100000e-01     0.000000e+00       3.153692e-01
## 1674  2.000000e-02   1.300000e-01     2.000000e-02       2.046104e-01
## 1675  0.000000e+00  -2.565309e-16     0.000000e+00       0.000000e+00
## 1676  0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1677  0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1678  0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1679  8.000000e-02   2.400000e-01     0.000000e+00       8.000000e-02
## 1680  0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1681  0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1682  5.300000e-01   0.000000e+00     0.000000e+00       5.300000e-01
## 1683  2.600000e-01   2.600000e-01     8.000000e-02       1.907000e-01
## 1684  1.400000e-01   0.000000e+00     0.000000e+00       0.000000e+00
## 1685  2.600000e-01   2.600000e-01     8.000000e-02       1.913000e-01
## 1686  5.300000e-01   0.000000e+00     0.000000e+00       2.600000e-01
## 1687  1.070000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1688  0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1689  1.800000e-01   0.000000e+00     0.000000e+00       0.000000e+00
## 1690  1.040000e+00   1.730000e-02     0.000000e+00       0.000000e+00
## 1691  0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1692  4.900000e-01   1.900000e-01     0.000000e+00       0.000000e+00
## 1693  5.500000e-01   5.500000e-01     0.000000e+00       2.700000e-01
## 1694  1.100000e-01   1.100000e-01     0.000000e+00       0.000000e+00
## 1695  7.400000e-01   0.000000e+00     1.800000e-01       0.000000e+00
## 1696  0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1697  2.400000e-01   0.000000e+00     0.000000e+00       4.692500e-02
## 1698  0.000000e+00   0.000000e+00     3.250000e-03       0.000000e+00
## 1699  8.700000e-01   0.000000e+00     2.900000e-01       0.000000e+00
## 1700  0.000000e+00   0.000000e+00     0.000000e+00       2.800000e-01
## 1701  0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1702  1.600000e-01   2.400000e-01     0.000000e+00       1.600000e-01
## 1703  2.600000e-01   2.600000e-01     8.000000e-02       1.978000e-01
## 1704  1.600000e-01   2.400000e-01     0.000000e+00       1.600000e-01
## 1705  1.100000e-01   1.100000e-01     0.000000e+00       0.000000e+00
## 1706  0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1707  4.100000e-01   0.000000e+00     0.000000e+00       0.000000e+00
## 1708  0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1709  2.600000e-01   2.600000e-01     8.000000e-02       1.966000e-01
## 1710  0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1711  0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1712  4.400000e-01   0.000000e+00     0.000000e+00       0.000000e+00
## 1713  3.900000e-01   1.900000e-01     0.000000e+00       0.000000e+00
## 1714  0.000000e+00   5.800000e-01     7.000000e-02       1.400000e-01
## 1715  0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1716  0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1717  1.100000e-01   2.200000e-01     5.000000e-02       1.100000e-01
## 1718  0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1719  2.600000e-01   4.300000e-01     8.000000e-02       2.026000e-01
## 1720  0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1721  6.000000e-01   0.000000e+00     0.000000e+00       0.000000e+00
## 1722  0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1723  0.000000e+00   0.000000e+00     0.000000e+00       0.000000e+00
## 1724  0.000000e+00   2.700000e-01     0.000000e+00       0.000000e+00
##      word_freq_order word_freq_mail word_freq_receive word_freq_will
## 1       0.000000e+00   0.000000e+00      0.000000e+00    0.640000000
## 2       0.000000e+00   9.400000e-01      2.100000e-01    0.790000000
## 3       6.400000e-01   2.500000e-01      3.800000e-01    0.450000000
## 4       3.100000e-01   6.300000e-01      3.100000e-01    0.310000000
## 5       3.100000e-01   6.300000e-01      3.100000e-01    0.310000000
## 6       0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 7       0.000000e+00   6.400000e-01      1.540000e-02    1.280000000
## 8       0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 9       2.250310e-01   7.600000e-01      1.103143e-01    0.920000000
## 10      6.000000e-02   0.000000e+00      0.000000e+00    0.640000000
## 11      0.000000e+00   1.835460e-01      3.300000e-03    0.000000000
## 12      0.000000e+00   0.000000e+00      1.200000e-01    0.120000000
## 13      0.000000e+00   0.000000e+00      0.000000e+00    0.690000000
## 14      0.000000e+00   9.000000e-01     -1.872114e-16    0.000000000
## 15      0.000000e+00   7.100000e-01      0.000000e+00    0.350000000
## 16      0.000000e+00   1.270000e+00      0.000000e+00    0.000000000
## 17      0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 18      0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 19      0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 20      3.100000e-01   0.000000e+00      0.000000e+00    0.630000000
## 21      0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 22      5.500000e-01   0.000000e+00      1.000000e-01    0.470000000
## 23      0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 24      0.000000e+00   0.000000e+00      0.000000e+00    0.580000000
## 25      0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 26      5.500000e-01   0.000000e+00      1.000000e-01    0.470000000
## 27      0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 28      0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 29      0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 30      0.000000e+00   0.000000e+00      1.602222e-02    0.650000000
## 31      0.000000e+00   0.000000e+00      0.000000e+00    1.170000000
## 32      0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 33      0.000000e+00   0.000000e+00      0.000000e+00    0.810000000
## 34      0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 35      0.000000e+00   6.800000e-01      6.375000e-04    0.000000000
## 36      0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 37      0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 38      0.000000e+00   0.000000e+00      0.000000e+00    0.970000000
## 39      0.000000e+00   0.000000e+00      0.000000e+00    0.970000000
## 40      0.000000e+00   0.000000e+00      0.000000e+00    0.410000000
## 41      0.000000e+00   0.000000e+00      0.000000e+00    0.300000000
## 42      0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 43      0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 44      0.000000e+00   0.000000e+00      0.000000e+00    0.180000000
## 45      0.000000e+00   2.600000e-01      2.600000e-01    0.520000000
## 46      6.000000e-01   7.500000e-01      0.000000e+00    0.900000000
## 47      6.000000e-02   1.200000e-01      6.000000e-02    0.540000000
## 48      0.000000e+00   9.900000e-01      4.210000e-02    2.480000000
## 49      4.300000e-01   7.400000e-01      2.500000e-01    0.970000000
## 50      0.000000e+00   1.120000e+00      2.115667e-01    0.730000000
## 51      0.000000e+00   0.000000e+00      0.000000e+00    1.920000000
## 52      3.600000e-01   3.600000e-01      0.000000e+00    0.360000000
## 53      6.000000e-02   0.000000e+00      0.000000e+00    0.640000000
## 54      0.000000e+00   0.000000e+00      0.000000e+00    1.260000000
## 55      3.600000e-01   3.600000e-01      0.000000e+00    0.360000000
## 56      0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 57      0.000000e+00   0.000000e+00      0.000000e+00    1.040000000
## 58      0.000000e+00   0.000000e+00      0.000000e+00    2.530000000
## 59      0.000000e+00   0.000000e+00      0.000000e+00    0.450000000
## 60      0.000000e+00   0.000000e+00      0.000000e+00    0.420000000
## 61      0.000000e+00   5.900000e-01      0.000000e+00    0.590000000
## 62      0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 63      0.000000e+00   0.000000e+00      4.000000e-02    0.930000000
## 64      0.000000e+00   3.400000e-01      3.400000e-01    0.000000000
## 65      0.000000e+00   0.000000e+00      3.600000e-01    0.720000000
## 66      0.000000e+00   6.600000e-01      0.000000e+00    0.000000000
## 67      0.000000e+00   9.700000e-01      1.563333e-02    0.000000000
## 68      0.000000e+00   1.470000e+00      0.000000e+00    1.470000000
## 69      0.000000e+00   9.200000e-01      3.000000e-01    0.920000000
## 70      0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 71      1.690312e-01   1.260000e+00      3.270000e-02    1.260000000
## 72      0.000000e+00   0.000000e+00      0.000000e+00    0.530000000
## 73      0.000000e+00   0.000000e+00      0.000000e+00    0.440000000
## 74      0.000000e+00   0.000000e+00      7.541429e-02    0.460000000
## 75      0.000000e+00   0.000000e+00      0.000000e+00    0.960000000
## 76      0.000000e+00   9.400000e-01      0.000000e+00    0.000000000
## 77      0.000000e+00   0.000000e+00      0.000000e+00    0.590000000
## 78      2.716200e-01   3.100000e-01      2.500000e-01    1.510000000
## 79      0.000000e+00   1.040000e+00      2.000000e-01    0.000000000
## 80      0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 81      0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 82      0.000000e+00   9.500000e-01      0.000000e+00    0.470000000
## 83      0.000000e+00   0.000000e+00      1.690000e-02    0.000000000
## 84      0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 85      0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 86      0.000000e+00   9.300000e-01      2.100000e-02    0.000000000
## 87      0.000000e+00   0.000000e+00      0.000000e+00    0.380000000
## 88      0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 89      2.805000e-01   6.000000e-02      0.000000e+00    0.330000000
## 90      0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 91      0.000000e+00   0.000000e+00      0.000000e+00    0.560000000
## 92      4.400000e-01   7.600000e-01      2.600000e-01    0.970000000
## 93      5.600000e-01   6.700000e-01      2.900000e-01    0.670000000
## 94      5.600000e-01   6.700000e-01      2.900000e-01    0.670000000
## 95      0.000000e+00   0.000000e+00      0.000000e+00    1.380000000
## 96      0.000000e+00   0.000000e+00      6.400000e-03    0.000000000
## 97      0.000000e+00   0.000000e+00      0.000000e+00    0.700000000
## 98      0.000000e+00   0.000000e+00      0.000000e+00    0.430000000
## 99      0.000000e+00   1.210000e+00      0.000000e+00    0.000000000
## 100     0.000000e+00   0.000000e+00      0.000000e+00    0.410000000
## 101     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 102     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 103     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 104     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 105     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 106     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 107     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 108     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 109     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 110     0.000000e+00   2.012439e-01      0.000000e+00    1.960000000
## 111     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 112     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 113     0.000000e+00   0.000000e+00      0.000000e+00    0.380000000
## 114     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 115     2.500000e-01   3.568425e-01      1.040333e-01    0.880000000
## 116     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 117     1.000000e-01   0.000000e+00      0.000000e+00    0.300000000
## 118     1.000000e-01   0.000000e+00      0.000000e+00    0.300000000
## 119     1.691026e-01   1.280000e+00      5.278889e-02    1.280000000
## 120     0.000000e+00   0.000000e+00      0.000000e+00    0.550000000
## 121     1.000000e-01   0.000000e+00      0.000000e+00    0.300000000
## 122     1.000000e-01   0.000000e+00      0.000000e+00    0.300000000
## 123     5.700000e-01   6.500000e-01      3.000000e-01    0.730000000
## 124     0.000000e+00   4.800000e-01      1.600000e-01    0.000000000
## 125     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 126     1.600000e-01   5.000000e-01      3.300000e-01    1.510000000
## 127     0.000000e+00   0.000000e+00      2.190000e-02    1.010000000
## 128     0.000000e+00   0.000000e+00      0.000000e+00    1.190000000
## 129     0.000000e+00   4.000000e-01      0.000000e+00    0.800000000
## 130     0.000000e+00   0.000000e+00      0.000000e+00    2.070000000
## 131     0.000000e+00   1.140000e+00      0.000000e+00    0.000000000
## 132     0.000000e+00   0.000000e+00      3.061167e-01    0.000000000
## 133     0.000000e+00   5.600000e-01      0.000000e+00    0.000000000
## 134     0.000000e+00   0.000000e+00      0.000000e+00    0.640000000
## 135     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 136     0.000000e+00   0.000000e+00      8.393750e-02    0.390000000
## 137     0.000000e+00   0.000000e+00      8.393750e-02    0.390000000
## 138     0.000000e+00   0.000000e+00      0.000000e+00    0.330000000
## 139     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 140     8.769565e-03   0.000000e+00      0.000000e+00    1.650000000
## 141     0.000000e+00   0.000000e+00      0.000000e+00    0.330000000
## 142     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 143     5.700000e-01   6.500000e-01      3.000000e-01    0.730000000
## 144     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 145     0.000000e+00   0.000000e+00      0.000000e+00    1.380000000
## 146     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 147     0.000000e+00   0.000000e+00      0.000000e+00    0.330000000
## 148     0.000000e+00   4.300000e-01      2.900000e-01    0.000000000
## 149     0.000000e+00   0.000000e+00      0.000000e+00    0.720000000
## 150     5.400000e-01   8.100000e-01      2.700000e-01    0.540000000
## 151     0.000000e+00   0.000000e+00      0.000000e+00    0.390000000
## 152     0.000000e+00   0.000000e+00      0.000000e+00    0.560000000
## 153     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 154     0.000000e+00   6.200000e-01      0.000000e+00    0.000000000
## 155     0.000000e+00   3.300000e-01      0.000000e+00    0.000000000
## 156     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 157     1.946960e-01   1.310000e+00      0.000000e+00    0.000000000
## 158     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 159     0.000000e+00   4.200000e-01      0.000000e+00    2.130000000
## 160     0.000000e+00   8.300000e-01      0.000000e+00    0.000000000
## 161     0.000000e+00   6.500000e-01      0.000000e+00    0.000000000
## 162     0.000000e+00   0.000000e+00      0.000000e+00    1.380000000
## 163     0.000000e+00   0.000000e+00      2.900000e-01    0.000000000
## 164     0.000000e+00   3.400000e-01      0.000000e+00    0.000000000
## 165     0.000000e+00   0.000000e+00      0.000000e+00    1.380000000
## 166     0.000000e+00   0.000000e+00      0.000000e+00    3.100000000
## 167     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 168     0.000000e+00   0.000000e+00      0.000000e+00    0.710000000
## 169     0.000000e+00   4.500000e-01      1.500000e-01    0.000000000
## 170     0.000000e+00   5.700000e-01      0.000000e+00    1.150000000
## 171     5.200000e-01   0.000000e+00      2.600000e-01    0.000000000
## 172     8.000000e-02   8.000000e-02      0.000000e+00    0.600000000
## 173     0.000000e+00   5.000000e-01      0.000000e+00    0.000000000
## 174     0.000000e+00   5.400000e-01      0.000000e+00    0.000000000
## 175     0.000000e+00   7.800000e-01      1.150000e-02    1.560000000
## 176     0.000000e+00   0.000000e+00     -2.049749e-16    0.000000000
## 177     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 178     0.000000e+00   4.400000e-01      0.000000e+00    1.340000000
## 179     0.000000e+00   0.000000e+00      0.000000e+00    0.660000000
## 180     0.000000e+00   0.000000e+00     -2.049749e-16    0.000000000
## 181     8.000000e-02   1.460000e+00      3.400000e-01    0.510000000
## 182     8.000000e-02   1.470000e+00      3.400000e-01    0.520000000
## 183     0.000000e+00   4.300000e-01      0.000000e+00    2.180000000
## 184     0.000000e+00   4.400000e-01      0.000000e+00    1.330000000
## 185     0.000000e+00   3.600000e-01      0.000000e+00    0.000000000
## 186     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 187     1.100000e-01   0.000000e+00      0.000000e+00    0.170000000
## 188     0.000000e+00   0.000000e+00      0.000000e+00    3.120000000
## 189     0.000000e+00   2.705500e-01      0.000000e+00    1.590000000
## 190     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 191     0.000000e+00   0.000000e+00      1.185000e-01    2.250000000
## 192     0.000000e+00   0.000000e+00      0.000000e+00    0.660000000
## 193     0.000000e+00   8.000000e-01      0.000000e+00    0.800000000
## 194     0.000000e+00   4.300000e-01      1.400000e-01    0.000000000
## 195     8.000000e-02   8.000000e-02      0.000000e+00    0.600000000
## 196     0.000000e+00   8.100000e-01      0.000000e+00    0.810000000
## 197     0.000000e+00   0.000000e+00      0.000000e+00    0.540000000
## 198     8.000000e-02   8.000000e-02      0.000000e+00    0.600000000
## 199     0.000000e+00   0.000000e+00      0.000000e+00    0.530000000
## 200     0.000000e+00   5.100000e-01      0.000000e+00    0.000000000
## 201     0.000000e+00   0.000000e+00      0.000000e+00    0.540000000
## 202     0.000000e+00   7.700000e-01      0.000000e+00    0.380000000
## 203     0.000000e+00   7.800000e-01      0.000000e+00    0.390000000
## 204     0.000000e+00   0.000000e+00      0.000000e+00    0.430000000
## 205     0.000000e+00   2.200000e-01      2.200000e-01    0.000000000
## 206     0.000000e+00   5.600000e-01      0.000000e+00    0.000000000
## 207     0.000000e+00   5.500000e-01      0.000000e+00    0.000000000
## 208     0.000000e+00   0.000000e+00      0.000000e+00    0.650000000
## 209     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 210     2.200000e-01   5.746335e-01      0.000000e+00    0.880000000
## 211     8.000000e-02   1.243772e+00      3.400000e-01    0.510000000
## 212     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 213     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 214     0.000000e+00   0.000000e+00      0.000000e+00    0.540000000
## 215     0.000000e+00   0.000000e+00      0.000000e+00    0.620000000
## 216     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 217     1.500000e-01   0.000000e+00      0.000000e+00    0.250000000
## 218     1.500000e-01   0.000000e+00      0.000000e+00    0.250000000
## 219     6.200000e-01   8.000000e-01      2.600000e-01    1.250000000
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## 224     0.000000e+00   2.600000e-01      0.000000e+00    0.780000000
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## 261     0.000000e+00   0.000000e+00      0.000000e+00    0.330000000
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## 271     2.034981e-01   2.900000e-01      1.400000e-01    0.580000000
## 272     0.000000e+00   0.000000e+00      0.000000e+00    0.580000000
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## 274     0.000000e+00   0.000000e+00      0.000000e+00    3.120000000
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## 278     0.000000e+00   5.700000e-01      0.000000e+00    0.570000000
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## 290     1.000000e-01   3.100000e-01      3.100000e-01    1.040000000
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## 292     1.700000e-01   5.300000e-01      3.500000e-01    1.610000000
## 293     2.500000e-01   8.000000e-02      0.000000e+00    1.370000000
## 294     0.000000e+00   4.600000e-01      0.000000e+00    0.690000000
## 295     6.000000e-02   1.900000e-01      1.300000e-01    0.260000000
## 296     0.000000e+00   0.000000e+00      6.806667e-02    1.050000000
## 297     0.000000e+00   0.000000e+00      0.000000e+00    0.320000000
## 298     0.000000e+00   0.000000e+00      0.000000e+00    0.540000000
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## 300     3.700000e-01   7.500000e-01      0.000000e+00    2.070000000
## 301     0.000000e+00   0.000000e+00      3.500000e-01    1.060000000
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## 303     3.700000e-01   7.500000e-01      0.000000e+00    2.070000000
## 304     0.000000e+00   0.000000e+00      0.000000e+00    0.640000000
## 305     0.000000e+00   0.000000e+00      0.000000e+00    0.320000000
## 306     0.000000e+00   0.000000e+00      0.000000e+00    0.640000000
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## 308     1.900000e-03   0.000000e+00      0.000000e+00    0.000000000
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## 311     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
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## 314     6.000000e-02   1.200000e-01      6.000000e-02    0.540000000
## 315     3.400000e-01   0.000000e+00      2.300000e-01    0.920000000
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## 317     0.000000e+00   9.100000e-01      0.000000e+00    0.000000000
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## 320     3.700000e-01   7.500000e-01      0.000000e+00    2.070000000
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## 323     0.000000e+00   0.000000e+00      0.000000e+00    0.620000000
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## 328     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
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## 332     0.000000e+00   0.000000e+00      0.000000e+00    1.310000000
## 333     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 334     0.000000e+00   0.000000e+00      0.000000e+00    0.470000000
## 335     2.500000e-01   0.000000e+00      2.500000e-01    0.000000000
## 336     0.000000e+00   0.000000e+00      0.000000e+00    0.730000000
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## 339     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
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## 341     0.000000e+00   0.000000e+00      0.000000e+00    0.320000000
## 342     0.000000e+00   0.000000e+00      0.000000e+00    1.290000000
## 343     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 344     0.000000e+00   0.000000e+00      0.000000e+00    0.630000000
## 345     0.000000e+00   0.000000e+00      0.000000e+00    0.650000000
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## 347     0.000000e+00   4.300000e-01      0.000000e+00    0.000000000
## 348     0.000000e+00   0.000000e+00      0.000000e+00    0.230000000
## 349     0.000000e+00   0.000000e+00      0.000000e+00    1.290000000
## 350     0.000000e+00   4.300000e-01      0.000000e+00    0.000000000
## 351     0.000000e+00   0.000000e+00      0.000000e+00    0.730000000
## 352     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 353     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 354     0.000000e+00   0.000000e+00      0.000000e+00    0.320000000
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## 356     0.000000e+00   0.000000e+00      0.000000e+00    1.310000000
## 357     4.500000e-01   9.100000e-01      0.000000e+00    0.000000000
## 358     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 359     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
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## 361     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 362     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 363     2.300000e-01   2.300000e-01      2.300000e-01    1.900000000
## 364     0.000000e+00   0.000000e+00      0.000000e+00    0.320000000
## 365     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 366     2.300000e-01   2.300000e-01      2.300000e-01    1.900000000
## 367     0.000000e+00   0.000000e+00      0.000000e+00    1.000000000
## 368     0.000000e+00   0.000000e+00      1.102100e-01    0.820000000
## 369     0.000000e+00   0.000000e+00      0.000000e+00    0.320000000
## 370     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 371     0.000000e+00   3.500000e-01      0.000000e+00    0.020000000
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## 373     2.000000e-01   0.000000e+00      0.000000e+00    0.400000000
## 374     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 375     0.000000e+00   7.400000e-01      5.100000e-03    0.740000000
## 376     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 377     5.800000e-01   6.600000e-01      3.100000e-01    0.700000000
## 378     0.000000e+00   3.500000e-01      9.145000e-02    0.000000000
## 379     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 380     0.000000e+00   0.000000e+00      0.000000e+00    1.310000000
## 381     2.400000e-01   1.320000e+00      1.144327e-01    2.520000000
## 382     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 383     5.900000e-01   8.000000e-02      1.700000e-01    0.590000000
## 384     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 385     5.700000e-01   1.400000e-01      1.400000e-01    0.000000000
## 386     6.000000e-02   6.000000e-02      6.000000e-02    0.550000000
## 387     6.000000e-02   6.000000e-02      6.000000e-02    0.550000000
## 388     2.883714e-01   3.100000e-01      2.500000e-01    1.520000000
## 389     3.500000e-01   1.700000e-01      0.000000e+00    1.430000000
## 390     4.093500e-01   0.000000e+00      2.500000e-01    0.670000000
## 391     0.000000e+00   9.600000e-01      0.000000e+00    0.000000000
## 392     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 393     0.000000e+00   0.000000e+00      0.000000e+00    1.190000000
## 394     0.000000e+00   0.000000e+00      0.000000e+00    0.600000000
## 395     2.886714e-01   3.100000e-01      2.500000e-01    1.520000000
## 396     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 397     0.000000e+00   0.000000e+00      0.000000e+00    0.330000000
## 398     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 399     2.344750e-01   5.172164e-01      1.100000e-01    0.340000000
## 400     0.000000e+00   3.100000e-01      0.000000e+00    0.310000000
## 401     0.000000e+00   0.000000e+00     -1.833256e-16    0.000000000
## 402     0.000000e+00   3.500000e-01      0.000000e+00    0.700000000
## 403     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 404     0.000000e+00   0.000000e+00      2.900000e-01    0.000000000
## 405     1.145333e-02   0.000000e+00      0.000000e+00    0.000000000
## 406     3.500000e-01   1.700000e-01      0.000000e+00    1.430000000
## 407     5.800000e-01   0.000000e+00      0.000000e+00    0.580000000
## 408     0.000000e+00   1.000000e-01      1.000000e-01    0.430000000
## 409     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 410     0.000000e+00   0.000000e+00      0.000000e+00    0.760000000
## 411     5.900000e-01   8.000000e-02      1.700000e-01    0.590000000
## 412     0.000000e+00   3.600000e-01      1.200000e-01    0.000000000
## 413     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 414     2.009981e-01   2.900000e-01      1.400000e-01    0.580000000
## 415     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 416     0.000000e+00   0.000000e+00      0.000000e+00    0.620000000
## 417     1.600000e-01   5.000000e-01      3.300000e-01    1.510000000
## 418     0.000000e+00   0.000000e+00      1.400000e-01    0.140000000
## 419     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 420     5.400000e-01   6.200000e-01      2.900000e-01    0.650000000
## 421     2.980333e-01   6.800000e-01      0.000000e+00    0.000000000
## 422     4.400000e-01   1.100000e-01      0.000000e+00    0.330000000
## 423     0.000000e+00   0.000000e+00      0.000000e+00    0.990000000
## 424     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 425     4.200000e-01   7.500000e-01      2.300000e-01    0.890000000
## 426     4.400000e-01   1.100000e-01      0.000000e+00    0.330000000
## 427     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 428     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 429     0.000000e+00   0.000000e+00      1.080000e-02    0.430000000
## 430     0.000000e+00   0.000000e+00      0.000000e+00    0.450000000
## 431     0.000000e+00   1.010000e+00      0.000000e+00    0.250000000
## 432     0.000000e+00   0.000000e+00      0.000000e+00    2.890000000
## 433     0.000000e+00   1.010000e+00      0.000000e+00    0.250000000
## 434     0.000000e+00   0.000000e+00      0.000000e+00    0.710000000
## 435     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 436     2.400000e-01   1.320000e+00      1.124952e-01    2.520000000
## 437     0.000000e+00   0.000000e+00      0.000000e+00    0.880000000
## 438     0.000000e+00   0.000000e+00      1.200000e-01    0.480000000
## 439     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 440     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 441     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 442     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 443     5.900000e-01   5.660435e-01      2.900000e-01    0.090000000
## 444     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 445     0.000000e+00   0.000000e+00      0.000000e+00    0.410000000
## 446     0.000000e+00   0.000000e+00      0.000000e+00    0.620000000
## 447     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 448     4.400000e-01   1.100000e-01      0.000000e+00    0.330000000
## 449     0.000000e+00   0.000000e+00      3.600000e-01    0.850000000
## 450     0.000000e+00   0.000000e+00      3.600000e-01    0.850000000
## 451     3.100000e-01   3.100000e-01      3.100000e-01    0.310000000
## 452     0.000000e+00   0.000000e+00      0.000000e+00    1.030000000
## 453     0.000000e+00   0.000000e+00      0.000000e+00    0.960000000
## 454     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 455     0.000000e+00   0.000000e+00      0.000000e+00    0.440000000
## 456     0.000000e+00   1.700000e-01      1.700000e-01    0.350000000
## 457     0.000000e+00   1.761267e-01      0.000000e+00    0.000000000
## 458     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 459     0.000000e+00   0.000000e+00      0.000000e+00    0.420000000
## 460     0.000000e+00   0.000000e+00      0.000000e+00    0.450000000
## 461     0.000000e+00   1.000000e+00      0.000000e+00    1.000000000
## 462     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 463     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
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## 466     4.200000e-01   5.200000e-01      2.100000e-01    0.520000000
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## 468     5.500000e-01   2.700000e-01      9.000000e-02    0.830000000
## 469     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
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## 471     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 472     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
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## 474    -2.804007e-16   0.000000e+00      0.000000e+00    0.000000000
## 475     0.000000e+00   0.000000e+00      0.000000e+00    0.320000000
## 476     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 477     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 478     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 479     0.000000e+00   0.000000e+00      1.100000e-01    0.810000000
## 480     0.000000e+00   0.000000e+00      3.300000e-03    0.440000000
## 481     2.000000e-01   6.100000e-01      1.076000e-01    1.230000000
## 482     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 483     1.000000e-01   0.000000e+00      0.000000e+00    0.640000000
## 484     6.500000e-01   4.900000e-01      1.600000e-01    1.300000000
## 485     1.900000e-01   2.900000e-01      8.740000e-02    0.480000000
## 486    -3.914230e-16   0.000000e+00      0.000000e+00    0.000000000
## 487     2.000000e-01   2.000000e-01      8.622857e-02    0.500000000
## 488     0.000000e+00   2.077314e-01      0.000000e+00    0.000000000
## 489     5.900000e-01   8.000000e-02      1.700000e-01    0.590000000
## 490     6.030000e-02   5.100000e-01      0.000000e+00    0.250000000
## 491     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 492     0.000000e+00   2.000000e-01      1.000000e-01    0.920000000
## 493     2.000000e-01   2.000000e-01      8.622857e-02    0.500000000
## 494     0.000000e+00   0.000000e+00      0.000000e+00    0.440000000
## 495     2.000000e-01   6.200000e-01      1.000000e-01    0.620000000
## 496     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 497     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 498     0.000000e+00   3.100000e-01      3.100000e-01    2.500000000
## 499     5.000000e-02   4.700000e-01      1.100000e-01    1.170000000
## 500     5.400000e-01   6.200000e-01      2.900000e-01    0.650000000
## 501     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 502     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 503     0.000000e+00   0.000000e+00      0.000000e+00    0.960000000
## 504     5.900000e-01   8.000000e-02      1.700000e-01    0.590000000
## 505     1.900000e-01   1.900000e-01      0.000000e+00    0.190000000
## 506     0.000000e+00   1.070000e+00      0.000000e+00    0.710000000
## 507     0.000000e+00   0.000000e+00      0.000000e+00    1.260000000
## 508     0.000000e+00   1.140000e+00      3.300000e-01    1.070000000
## 509     0.000000e+00   7.800000e-01      1.180250e-01    0.780000000
## 510     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 511     0.000000e+00   3.200000e-01      8.000000e-02    0.980000000
## 512     4.300000e-01   4.300000e-01      3.880000e-02    0.000000000
## 513     0.000000e+00   0.000000e+00      0.000000e+00    1.060000000
## 514     6.100000e-01   5.621535e-01      1.700000e-01    0.260000000
## 515     1.845000e-01   1.700000e-01      0.000000e+00    0.680000000
## 516     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 517     2.587400e-01   4.600000e-01      1.572000e-01    0.790000000
## 518     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 519     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 520     0.000000e+00   0.000000e+00      3.100000e-01    0.310000000
## 521     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 522     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 523     2.973333e-02   0.000000e+00      0.000000e+00    0.000000000
## 524     0.000000e+00   1.100000e-01      1.100000e-01    0.950000000
## 525     9.000000e-02   0.000000e+00      0.000000e+00    0.730000000
## 526     0.000000e+00   0.000000e+00      0.000000e+00    0.940000000
## 527     1.960981e-01   2.900000e-01      1.400000e-01    0.590000000
## 528     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 529     1.960981e-01   2.900000e-01      1.400000e-01    0.590000000
## 530     5.400000e-01   7.700000e-01      3.000000e-01    0.700000000
## 531     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 532     0.000000e+00   0.000000e+00      0.000000e+00    1.140000000
## 533     0.000000e+00   0.000000e+00      0.000000e+00    1.180000000
## 534     0.000000e+00   0.000000e+00      2.000000e-01    1.210000000
## 535     1.900000e-01   1.900000e-01      0.000000e+00    0.770000000
## 536     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 537     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 538     1.000000e-01   2.100000e-01      0.000000e+00    0.640000000
## 539     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 540     0.000000e+00   0.000000e+00      0.000000e+00    2.040000000
## 541     0.000000e+00   5.600000e-01      2.800000e-01    0.560000000
## 542     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 543     0.000000e+00   0.000000e+00      0.000000e+00    1.140000000
## 544     0.000000e+00   0.000000e+00      2.900000e-01    1.740000000
## 545     0.000000e+00   0.000000e+00      1.004000e-01    0.000000000
## 546     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 547     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 548     0.000000e+00   1.470000e+00      0.000000e+00    0.000000000
## 549     2.600000e-01   0.000000e+00      0.000000e+00    0.800000000
## 550     3.300000e-01   3.300000e-01      0.000000e+00    0.670000000
## 551     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 552     2.000000e-01   2.000000e-01      2.000000e-01    1.440000000
## 553     0.000000e+00   3.597667e-01      0.000000e+00    0.900000000
## 554     0.000000e+00   0.000000e+00      0.000000e+00    2.000000000
## 555     5.400000e-01   6.100000e-01      2.800000e-01    0.650000000
## 556     2.800000e-01   2.800000e-01      2.800000e-01    1.410000000
## 557     1.600000e-01   8.000000e-02      1.600000e-01    0.570000000
## 558     0.000000e+00   0.000000e+00      0.000000e+00    0.340000000
## 559     0.000000e+00   2.500000e-01      1.118000e-01    0.250000000
## 560     0.000000e+00   0.000000e+00      0.000000e+00    0.390000000
## 561     4.900000e-01   0.000000e+00      0.000000e+00    0.000000000
## 562     0.000000e+00   0.000000e+00      7.400000e-03    0.680000000
## 563     3.200000e-01   0.000000e+00      0.000000e+00    0.320000000
## 564     0.000000e+00   0.000000e+00      0.000000e+00    0.450000000
## 565     0.000000e+00   0.000000e+00      3.020000e-02    0.620000000
## 566     0.000000e+00   0.000000e+00      3.020000e-02    0.620000000
## 567     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 568     0.000000e+00   0.000000e+00      0.000000e+00    1.050000000
## 569     2.400000e-01   4.900000e-01      0.000000e+00    0.490000000
## 570     4.600000e-01   5.200000e-01      3.100000e-01    0.890000000
## 571     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 572     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 573     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 574     0.000000e+00   0.000000e+00      8.922222e-02    2.260000000
## 575     0.000000e+00   0.000000e+00      0.000000e+00    1.030000000
## 576     2.073810e-01   3.900000e-01      0.000000e+00    0.980000000
## 577     2.073810e-01   3.900000e-01      0.000000e+00    0.980000000
## 578     2.094810e-01   3.900000e-01      0.000000e+00    0.980000000
## 579     0.000000e+00   0.000000e+00      0.000000e+00    1.050000000
## 580     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 581     2.402333e-01   2.700000e-01      0.000000e+00    0.970000000
## 582     0.000000e+00   0.000000e+00      0.000000e+00    0.150000000
## 583     9.000000e-02   0.000000e+00      0.000000e+00    0.720000000
## 584     2.476333e-01   2.700000e-01      0.000000e+00    0.970000000
## 585     2.073810e-01   3.900000e-01      0.000000e+00    0.980000000
## 586     0.000000e+00   0.000000e+00      0.000000e+00    0.570000000
## 587     3.600000e-01   3.600000e-01      0.000000e+00    0.360000000
## 588     4.540000e-02   7.000000e-01      0.000000e+00    0.470000000
## 589     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 590     0.000000e+00   1.510000e+00      0.000000e+00    1.510000000
## 591     0.000000e+00   5.400000e-01      5.832222e-02    0.540000000
## 592     0.000000e+00   4.500000e-01      2.200000e-01    1.810000000
## 593     0.000000e+00   0.000000e+00      0.000000e+00    1.360000000
## 594     1.100000e-01   2.200000e-01      0.000000e+00    0.330000000
## 595     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 596     3.893471e-01   6.103852e-01      3.400000e-01    0.110000000
## 597     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 598     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 599     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 600     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 601     4.600000e-01   7.900000e-01      2.700000e-01    1.010000000
## 602     0.000000e+00   0.000000e+00      0.000000e+00    0.790000000
## 603     5.800000e-01   2.945500e-01      7.155000e-02    1.160000000
## 604     1.700000e-01   6.900000e-01      3.400000e-01    1.380000000
## 605     0.000000e+00   5.100000e-01      0.000000e+00    1.550000000
## 606     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 607     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 608     0.000000e+00   3.398610e-01      1.190000e-02    0.000000000
## 609     0.000000e+00   0.000000e+00      0.000000e+00    0.710000000
## 610     9.000000e-02   0.000000e+00      0.000000e+00    0.820000000
## 611     2.380750e-01   5.314830e-01      1.100000e-01    0.340000000
## 612     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 613     4.355654e-01   1.000000e-01      3.000000e-01    0.700000000
## 614     2.380750e-01   5.314830e-01      1.100000e-01    0.340000000
## 615     5.800000e-01   6.200000e-01      3.400000e-01    0.770000000
## 616     0.000000e+00   0.000000e+00      0.000000e+00    0.900000000
## 617     4.400000e-01   1.100000e-01      0.000000e+00    0.330000000
## 618     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 619     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 620     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 621     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 622     0.000000e+00   4.700000e-01      5.500000e-02    0.940000000
## 623     0.000000e+00   1.470000e+00      0.000000e+00    1.470000000
## 624     1.682000e-01   5.800000e-01      9.000000e-02    1.070000000
## 625     0.000000e+00   8.200000e-01      0.000000e+00    0.000000000
## 626     2.900000e-01   9.000000e-02      2.900000e-01    0.590000000
## 627     0.000000e+00   0.000000e+00      0.000000e+00    0.680000000
## 628     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 629     0.000000e+00   0.000000e+00      3.600000e-01    0.360000000
## 630     0.000000e+00   2.961557e-01      1.408000e-01    1.250000000
## 631     2.533000e-01   8.100000e-01      1.000000e-01    0.500000000
## 632     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 633     5.600000e-01   8.000000e-01      2.800000e-01    0.700000000
## 634     0.000000e+00   1.490000e+00      0.000000e+00    1.490000000
## 635     0.000000e+00   5.300000e-01      1.700000e-01    0.000000000
## 636     0.000000e+00   0.000000e+00      0.000000e+00    0.640000000
## 637     2.800000e-01   2.800000e-01      2.800000e-01    1.410000000
## 638     0.000000e+00   0.000000e+00      0.000000e+00    0.640000000
## 639     2.238500e-01   2.300000e-01      3.400000e-01    1.270000000
## 640     0.000000e+00   0.000000e+00      0.000000e+00    0.630000000
## 641     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 642     0.000000e+00   0.000000e+00      0.000000e+00    0.420000000
## 643     8.967333e-02   1.470000e+00      3.010000e-02    0.000000000
## 644     0.000000e+00   5.700000e-01      0.000000e+00    0.570000000
## 645     0.000000e+00   0.000000e+00     -1.647293e-16    1.780000000
## 646     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 647     1.271400e-01   1.470000e+00      1.930000e-02    0.000000000
## 648     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 649     0.000000e+00   3.900000e-01      1.300000e-01    0.130000000
## 650     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 651     2.516667e-02   8.600000e-01      0.000000e+00    1.300000000
## 652     0.000000e+00   0.000000e+00      0.000000e+00    0.880000000
## 653     0.000000e+00   0.000000e+00      0.000000e+00    0.650000000
## 654     0.000000e+00   0.000000e+00      0.000000e+00    0.890000000
## 655     0.000000e+00   0.000000e+00      0.000000e+00    1.320000000
## 656     0.000000e+00   3.769049e-01      0.000000e+00    1.880000000
## 657     0.000000e+00   0.000000e+00      0.000000e+00    0.360000000
## 658     3.300000e-01   0.000000e+00      3.300000e-01    0.330000000
## 659     0.000000e+00   4.500000e-01      1.500000e-01    0.000000000
## 660     0.000000e+00   0.000000e+00      0.000000e+00    0.570000000
## 661     0.000000e+00   0.000000e+00      0.000000e+00    1.040000000
## 662     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 663     0.000000e+00   4.200000e-01      1.400000e-01    0.000000000
## 664     3.800000e-01   8.100000e-01      2.100000e-01    0.900000000
## 665     5.480303e-02   0.000000e+00      0.000000e+00    0.000000000
## 666     3.000000e-01   3.000000e-01      0.000000e+00    0.300000000
## 667     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 668     0.000000e+00   0.000000e+00      0.000000e+00    0.700000000
## 669     1.600000e-01   0.000000e+00      8.000000e-02    0.720000000
## 670     0.000000e+00   2.600000e-01      0.000000e+00    0.260000000
## 671     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 672     0.000000e+00   3.800000e-01      0.000000e+00    1.530000000
## 673     4.567810e-01   1.020000e+00      0.000000e+00    0.000000000
## 674     0.000000e+00   8.000000e-01      0.000000e+00    0.000000000
## 675     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 676     0.000000e+00   0.000000e+00      2.000000e-02    0.090000000
## 677     0.000000e+00   0.000000e+00      0.000000e+00    0.820000000
## 678     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 679     2.518000e-01   8.000000e-01      1.000000e-01    0.500000000
## 680     0.000000e+00   0.000000e+00      2.000000e-02    0.090000000
## 681     2.900000e-01   4.200000e-01      1.474000e-01    1.370000000
## 682     0.000000e+00   0.000000e+00      0.000000e+00    1.290000000
## 683     4.000000e-01   6.100000e-01      0.000000e+00    2.250000000
## 684     0.000000e+00   0.000000e+00      0.000000e+00    0.770000000
## 685     2.400000e-01   8.000000e-02      0.000000e+00    0.560000000
## 686     0.000000e+00   2.300000e-01      7.000000e-02    0.550000000
## 687     5.600000e-01   8.000000e-01      2.800000e-01    0.700000000
## 688     4.000000e-01   4.000000e-01      1.000000e-01    0.720000000
## 689     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 690     0.000000e+00   3.100000e-01      5.780000e-02    1.590000000
## 691     0.000000e+00   5.000000e-01      2.500000e-01    0.750000000
## 692     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 693     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 694     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 695     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 696     4.217654e-01   1.000000e-01      3.000000e-01    0.700000000
## 697     0.000000e+00   1.600000e-01      1.600000e-01    0.990000000
## 698     4.661857e-01   1.200000e+00      0.000000e+00    0.800000000
## 699     4.217654e-01   1.000000e-01      3.000000e-01    0.700000000
## 700     0.000000e+00   4.200000e-01      1.000000e-01    0.950000000
## 701     2.567000e-01   8.200000e-01      1.000000e-01    0.510000000
## 702     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 703     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 704     3.200000e-01   3.365667e-01      0.000000e+00    0.810000000
## 705     2.505000e-01   8.000000e-01      1.000000e-01    0.600000000
## 706     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 707     0.000000e+00   4.200000e-01      6.240000e-02    0.420000000
## 708     3.500000e-01   3.500000e-01      1.100000e-01    0.940000000
## 709     0.000000e+00   0.000000e+00      8.890000e-02    1.490000000
## 710     0.000000e+00   2.400000e-01      0.000000e+00    0.490000000
## 711     4.000000e-01   4.000000e-01      1.000000e-01    0.720000000
## 712     4.700000e-01   0.000000e+00      9.862500e-02    0.000000000
## 713     3.100000e-01   6.300000e-01      0.000000e+00    0.950000000
## 714     0.000000e+00   0.000000e+00      4.700000e-03    0.470000000
## 715     3.200000e-01   3.365667e-01      0.000000e+00    0.810000000
## 716     0.000000e+00   0.000000e+00      7.700000e-03    0.470000000
## 717     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 718     0.000000e+00   0.000000e+00      0.000000e+00    0.470000000
## 719     0.000000e+00   0.000000e+00      3.800000e-01    0.000000000
## 720     4.988143e-01   1.320000e+00      0.000000e+00    0.000000000
## 721     6.500000e-01   1.310000e+00      0.000000e+00    0.000000000
## 722     0.000000e+00   2.000000e-01      0.000000e+00    0.410000000
## 723     4.217654e-01   1.000000e-01      3.000000e-01    0.700000000
## 724     4.898250e-01   6.600000e-01      2.400000e-01    1.240000000
## 725     4.950250e-01   6.600000e-01      2.400000e-01    1.240000000
## 726     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 727     0.000000e+00   0.000000e+00      3.200000e-01    0.320000000
## 728     0.000000e+00   0.000000e+00      3.213167e-01    0.000000000
## 729     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 730     0.000000e+00   3.600000e-01      3.600000e-01    0.730000000
## 731     4.800000e-01   0.000000e+00      0.000000e+00    0.480000000
## 732     5.000000e-02   5.000000e-02      5.000000e-02    0.510000000
## 733     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 734     2.869154e-01   5.000000e-01      7.000000e-02    0.350000000
## 735     0.000000e+00   1.240000e+00      1.700000e-01    0.000000000
## 736     1.900000e-01   0.000000e+00      0.000000e+00    1.720000000
## 737     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 738     4.400000e-01   0.000000e+00      0.000000e+00    0.440000000
## 739     0.000000e+00   1.350000e+00      0.000000e+00    0.000000000
## 740     0.000000e+00   2.600000e-01      0.000000e+00    0.530000000
## 741     0.000000e+00   0.000000e+00      0.000000e+00    0.440000000
## 742     0.000000e+00   3.400000e-01      0.000000e+00    0.340000000
## 743     0.000000e+00   1.050000e+00     -1.177530e-16    1.580000000
## 744     0.000000e+00   4.300000e-01      0.000000e+00    0.430000000
## 745     1.300000e-01   2.700000e-01      0.000000e+00    0.400000000
## 746     0.000000e+00   4.800000e-01      2.400000e-01    0.720000000
## 747     4.472154e-01   2.700000e-01      2.700000e-01    0.640000000
## 748     0.000000e+00   0.000000e+00      0.000000e+00    0.009455996
## 749     0.000000e+00   3.400000e-01      0.000000e+00    0.340000000
## 750     0.000000e+00   5.100000e-01      0.000000e+00    0.510000000
## 751     0.000000e+00   2.800000e-01      0.000000e+00    0.570000000
## 752     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 753     0.000000e+00   1.010000e+00      0.000000e+00    0.250000000
## 754     0.000000e+00   0.000000e+00      1.374000e-01    1.300000000
## 755     0.000000e+00   0.000000e+00      0.000000e+00    0.330000000
## 756     0.000000e+00   0.000000e+00      0.000000e+00    0.330000000
## 757     0.000000e+00   0.000000e+00      0.000000e+00    0.340000000
## 758     0.000000e+00   0.000000e+00      3.600000e-01    0.360000000
## 759     0.000000e+00   1.130000e+00      3.300000e-01    0.660000000
## 760     0.000000e+00   1.120000e+00      0.000000e+00    0.000000000
## 761     0.000000e+00   0.000000e+00      0.000000e+00    0.330000000
## 762     0.000000e+00   0.000000e+00      3.800000e-01    0.000000000
## 763     0.000000e+00   9.300000e-01      0.000000e+00    0.000000000
## 764     5.600000e-01   5.600000e-01      0.000000e+00    0.000000000
## 765     0.000000e+00   9.400000e-01      0.000000e+00    0.000000000
## 766     2.117333e-01   6.200000e-01      8.000000e-02    1.150000000
## 767     0.000000e+00   4.700000e-01      5.500000e-02    0.940000000
## 768     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 769     0.000000e+00   1.800000e-01      0.000000e+00    0.180000000
## 770     5.000000e-02   5.000000e-02      5.000000e-02    0.520000000
## 771     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 772     0.000000e+00   1.320000e+00      0.000000e+00    0.000000000
## 773     0.000000e+00   0.000000e+00      9.382222e-02    2.240000000
## 774     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 775     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 776     0.000000e+00   8.400000e-01      5.400000e-02    0.840000000
## 777     0.000000e+00   8.800000e-01      0.000000e+00    0.000000000
## 778     4.900000e-01   0.000000e+00      0.000000e+00    0.000000000
## 779     4.456654e-01   1.900000e-01      2.900000e-01    0.680000000
## 780     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 781     5.000000e-02   5.000000e-02      5.000000e-02    0.520000000
## 782     0.000000e+00   0.000000e+00      0.000000e+00    0.151373095
## 783     9.000000e-02   0.000000e+00      0.000000e+00    0.810000000
## 784     1.100000e-01   2.200000e-01      0.000000e+00    0.330000000
## 785     0.000000e+00   0.000000e+00      0.000000e+00    0.640000000
## 786     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 787     1.000000e-01   2.100000e-01      0.000000e+00    0.210000000
## 788     9.000000e-02   0.000000e+00      0.000000e+00    0.720000000
## 789     9.000000e-02   0.000000e+00      0.000000e+00    0.720000000
## 790     0.000000e+00   5.400000e-01      5.832222e-02    0.540000000
## 791     0.000000e+00   3.200000e-01      0.000000e+00    0.980000000
## 792     2.064810e-01   3.900000e-01      0.000000e+00    0.980000000
## 793     0.000000e+00   1.250000e+00      0.000000e+00    0.000000000
## 794     2.405143e-01   3.300000e-01      0.000000e+00    0.670000000
## 795     7.763333e-02   5.600000e-01      1.100000e-01    1.790000000
## 796     0.000000e+00   1.450000e+00      0.000000e+00    0.000000000
## 797     9.000000e-02   0.000000e+00      0.000000e+00    0.720000000
## 798     0.000000e+00   8.200000e-01      0.000000e+00    0.820000000
## 799     0.000000e+00   7.400000e-01      0.000000e+00    0.370000000
## 800     0.000000e+00   0.000000e+00      7.400000e-03    0.680000000
## 801     0.000000e+00   7.600000e-01      1.519514e-01    0.500000000
## 802     3.029167e-01   5.900000e-01      2.200000e-01    0.820000000
## 803     5.900000e-01   8.000000e-02      1.700000e-01    0.590000000
## 804     6.400000e-03   0.000000e+00      0.000000e+00    0.000000000
## 805     0.000000e+00   5.600000e-01      2.800000e-01    0.560000000
## 806     0.000000e+00   2.078873e-02      0.000000e+00    0.000000000
## 807     4.609810e-01   1.020000e+00      0.000000e+00    0.000000000
## 808     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 809     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 810     0.000000e+00   5.632414e-01      0.000000e+00    2.430000000
## 811     4.609810e-01   1.020000e+00      0.000000e+00    0.000000000
## 812     9.000000e-02   0.000000e+00      0.000000e+00    0.720000000
## 813     5.900000e-01   8.000000e-02      1.700000e-01    0.590000000
## 814     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 815    -2.718659e-16   0.000000e+00      0.000000e+00    0.000000000
## 816     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 817     5.400000e-01   1.010000e+00      2.800000e-01    0.790000000
## 818     2.163000e-01   9.300000e-01      0.000000e+00    0.460000000
## 819     0.000000e+00   0.000000e+00      1.512000e-01    1.000000000
## 820     0.000000e+00   5.618748e-01      0.000000e+00    2.380000000
## 821     0.000000e+00   5.778248e-01      0.000000e+00    2.330000000
## 822     9.000000e-02   0.000000e+00      0.000000e+00    0.730000000
## 823     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 824     0.000000e+00   1.260000e+00      0.000000e+00    0.000000000
## 825     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 826     3.746471e-01   5.458535e-01      2.300000e-01    0.110000000
## 827     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 828     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 829     5.400000e-01   7.800000e-01      3.000000e-01    0.710000000
## 830     0.000000e+00   1.600000e-01      1.600000e-01    1.690000000
## 831     5.126857e-02   3.291357e-01      0.000000e+00    0.000000000
## 832     9.000000e-02   0.000000e+00      0.000000e+00    0.630000000
## 833     0.000000e+00   0.000000e+00      0.000000e+00    1.060000000
## 834     0.000000e+00   0.000000e+00      0.000000e+00    1.050000000
## 835     0.000000e+00   0.000000e+00      0.000000e+00    1.020000000
## 836     0.000000e+00   1.000000e-01      1.000000e-01    0.840000000
## 837     0.000000e+00   0.000000e+00      5.800000e-03    1.110000000
## 838     1.500000e-01   6.300000e-01      3.100000e-01    1.420000000
## 839     0.000000e+00   0.000000e+00      0.000000e+00    0.910000000
## 840     1.500000e-01   6.300000e-01      3.100000e-01    1.420000000
## 841     0.000000e+00   0.000000e+00      0.000000e+00    0.320000000
## 842     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 843     2.000000e-01   2.000000e-01      8.722857e-02    0.500000000
## 844     0.000000e+00   9.000000e-02      0.000000e+00    0.000000000
## 845     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 846     5.900000e-01   1.180000e+00      0.000000e+00    1.180000000
## 847     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 848     3.097857e-01   5.200000e-01      6.000000e-02    0.390000000
## 849     0.000000e+00   0.000000e+00      0.000000e+00    2.460000000
## 850     1.310800e-01   4.922588e-01      0.000000e+00    2.250000000
## 851     1.343000e-01   5.319467e-01      0.000000e+00    2.270000000
## 852     3.614803e-01   5.200000e-01      2.000000e-01    0.620000000
## 853     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 854     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 855     0.000000e+00   0.000000e+00      1.600722e-01    0.950000000
## 856     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 857     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 858     0.000000e+00   7.800000e-01      1.217250e-01    0.780000000
## 859     0.000000e+00   0.000000e+00      0.000000e+00    1.420000000
## 860     1.900000e-01   2.900000e-01      8.740000e-02    0.480000000
## 861     1.000000e-01   0.000000e+00      0.000000e+00    0.620000000
## 862     2.400000e-01   0.000000e+00      0.000000e+00    0.520000000
## 863     2.700000e-01   5.512000e-01      9.000000e-02    1.270000000
## 864     0.000000e+00   0.000000e+00      8.100000e-03    0.370000000
## 865     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 866     0.000000e+00   7.400000e-01      3.700000e-01    0.740000000
## 867     0.000000e+00   7.400000e-01      3.700000e-01    0.740000000
## 868     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 869     1.700000e-01   0.000000e+00      0.000000e+00    0.000000000
## 870     5.000000e-02   5.000000e-02      5.000000e-02    0.510000000
## 871     2.000000e-01   1.040000e+00      0.000000e+00    0.410000000
## 872     3.700000e-01   3.700000e-01      0.000000e+00    0.740000000
## 873     2.200000e-01   2.200000e-01      2.200000e-01    1.350000000
## 874     3.800000e-01   1.900000e-01      0.000000e+00    0.570000000
## 875     0.000000e+00   0.000000e+00      0.000000e+00    0.440000000
## 876     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 877     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 878     0.000000e+00   0.000000e+00     -1.960931e-16    0.730000000
## 879     0.000000e+00   6.039914e-01      0.000000e+00    2.310000000
## 880     0.000000e+00   5.677248e-01      0.000000e+00    2.350000000
## 881     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 882     2.972167e-01   6.000000e-01      2.200000e-01    0.820000000
## 883     0.000000e+00   0.000000e+00      0.000000e+00    1.280000000
## 884     0.000000e+00   9.800000e-01      0.000000e+00    0.980000000
## 885     0.000000e+00   5.618748e-01      0.000000e+00    2.390000000
## 886     0.000000e+00   5.677248e-01      0.000000e+00    2.350000000
## 887     0.000000e+00   0.000000e+00      0.000000e+00    0.440000000
## 888     0.000000e+00   0.000000e+00      0.000000e+00    0.440000000
## 889     4.609810e-01   1.020000e+00      0.000000e+00    0.000000000
## 890     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 891     1.900000e-03   0.000000e+00      0.000000e+00    0.000000000
## 892     0.000000e+00   0.000000e+00      0.000000e+00    1.330000000
## 893     0.000000e+00   0.000000e+00      0.000000e+00    0.360000000
## 894     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 895     5.200000e-01   9.400000e-01      2.700000e-01    0.760000000
## 896     0.000000e+00   0.000000e+00      3.100000e-01    0.000000000
## 897     0.000000e+00   5.600000e-01      0.000000e+00    1.130000000
## 898     0.000000e+00   0.000000e+00      0.000000e+00    0.890000000
## 899     0.000000e+00   0.000000e+00      1.133000e-01    0.270000000
## 900     0.000000e+00   0.000000e+00      0.000000e+00    1.310000000
## 901     0.000000e+00   0.000000e+00      0.000000e+00    1.310000000
## 902     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 903     0.000000e+00   0.000000e+00      7.300000e-03    0.420000000
## 904     0.000000e+00   0.000000e+00      0.000000e+00    2.080000000
## 905     2.900000e-01   9.400000e-01      1.400000e-01    0.040000000
## 906     0.000000e+00   1.010000e+00      0.000000e+00    0.250000000
## 907     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 908     4.200000e-01   1.000000e-01      0.000000e+00    0.310000000
## 909     0.000000e+00   3.700000e-01      0.000000e+00    0.750000000
## 910     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 911     5.400000e-01   6.200000e-01      2.900000e-01    0.650000000
## 912     2.594800e-01   6.100000e-01      0.000000e+00    0.200000000
## 913     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 914     0.000000e+00   0.000000e+00      0.000000e+00    1.310000000
## 915     0.000000e+00   0.000000e+00      3.510000e-02    0.540000000
## 916     6.500000e-01   6.500000e-01      0.000000e+00    0.000000000
## 917     1.995000e-02   0.000000e+00      0.000000e+00    1.170000000
## 918     0.000000e+00   0.000000e+00      0.000000e+00    0.320000000
## 919     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 920     0.000000e+00   2.400000e-01      2.400000e-01    0.490000000
## 921     0.000000e+00   0.000000e+00      0.000000e+00    0.320000000
## 922     0.000000e+00   0.000000e+00      0.000000e+00    0.320000000
## 923     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 924     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 925     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 926     0.000000e+00   3.700000e-01      1.148143e-01    1.890000000
## 927     0.000000e+00   4.800000e-01      1.470000e-02    0.960000000
## 928     0.000000e+00   0.000000e+00      0.000000e+00    0.430000000
## 929     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 930     0.000000e+00   8.100000e-01      0.000000e+00    0.000000000
## 931     5.800000e-01   6.600000e-01      3.100000e-01    0.660000000
## 932     0.000000e+00   0.000000e+00      0.000000e+00    0.430000000
## 933     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 934     0.000000e+00   0.000000e+00      0.000000e+00    1.580000000
## 935    -2.028239e-16   0.000000e+00      0.000000e+00    0.000000000
## 936     0.000000e+00   3.200000e-01      0.000000e+00    0.000000000
## 937     0.000000e+00   0.000000e+00      0.000000e+00    0.470000000
## 938     1.900000e-03   0.000000e+00      0.000000e+00    0.000000000
## 939     5.700000e-01   5.000000e-02      0.000000e+00    0.280000000
## 940     5.700000e-01   5.000000e-02      0.000000e+00    0.280000000
## 941     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 942     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 943     3.800000e-01   3.800000e-01      0.000000e+00    0.000000000
## 944     3.800000e-01   3.800000e-01      0.000000e+00    0.000000000
## 945     3.800000e-01   3.800000e-01      0.000000e+00    0.000000000
## 946     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 947     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 948     0.000000e+00   0.000000e+00      0.000000e+00    0.650000000
## 949     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 950     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 951     0.000000e+00   0.000000e+00      1.394222e-01    0.900000000
## 952     0.000000e+00   0.000000e+00      0.000000e+00    0.320000000
## 953     5.900000e-01   8.000000e-02      1.700000e-01    0.590000000
## 954     0.000000e+00   9.100000e-01      0.000000e+00    0.000000000
## 955     0.000000e+00   1.030000e+00      0.000000e+00    1.030000000
## 956     0.000000e+00   1.040000e+00      0.000000e+00    1.040000000
## 957     0.000000e+00   1.030000e+00      0.000000e+00    1.030000000
## 958     0.000000e+00   0.000000e+00      0.000000e+00    1.400000000
## 959     0.000000e+00   1.210000e+00      0.000000e+00    1.210000000
## 960     0.000000e+00   0.000000e+00      0.000000e+00    0.650000000
## 961     0.000000e+00   0.000000e+00      2.600000e-01    0.260000000
## 962     0.000000e+00   1.490000e+00      2.820000e-02    0.740000000
## 963     0.000000e+00   0.000000e+00      0.000000e+00    1.290000000
## 964     0.000000e+00   3.500000e-01      0.000000e+00    0.020000000
## 965     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 966     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 967     0.000000e+00   5.300000e-01      0.000000e+00    0.000000000
## 968     0.000000e+00   2.700000e-01      0.000000e+00    0.270000000
## 969     0.000000e+00   5.300000e-01      0.000000e+00    0.000000000
## 970     0.000000e+00   6.100000e-01      0.000000e+00    0.300000000
## 971     2.300000e-01   2.300000e-01      2.300000e-01    1.900000000
## 972     0.000000e+00   2.300000e-01      0.000000e+00    0.230000000
## 973     2.300000e-01   2.300000e-01      2.300000e-01    1.900000000
## 974     0.000000e+00   0.000000e+00      0.000000e+00    0.280000000
## 975     0.000000e+00   3.552778e-01      2.050000e-02    0.900000000
## 976     0.000000e+00   1.490000e+00      2.820000e-02    0.740000000
## 977     1.431667e-01   3.200000e-01      3.200000e-01    0.480000000
## 978     0.000000e+00   2.700000e-01      0.000000e+00    0.270000000
## 979     0.000000e+00   1.500000e+00      0.000000e+00    0.000000000
## 980     0.000000e+00   0.000000e+00      0.000000e+00    0.640000000
## 981     0.000000e+00   0.000000e+00      3.510000e-02    0.540000000
## 982     5.200000e-01   5.200000e-01      0.000000e+00    2.080000000
## 983     3.700000e-01   7.500000e-01      0.000000e+00    2.080000000
## 984     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 985     0.000000e+00   0.000000e+00      0.000000e+00    1.310000000
## 986     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 987     0.000000e+00   0.000000e+00      0.000000e+00    0.540945137
## 988     0.000000e+00   7.700000e-01      3.800000e-01    0.770000000
## 989     0.000000e+00   0.000000e+00      1.593222e-01    0.820000000
## 990     3.100000e-01   0.000000e+00      0.000000e+00    0.620000000
## 991     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 992     4.217654e-01   1.000000e-01      3.000000e-01    0.700000000
## 993     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 994     0.000000e+00   6.200000e-01      0.000000e+00    1.240000000
## 995     0.000000e+00   4.100000e-01      0.000000e+00    0.000000000
## 996     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 997     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 998     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 999     0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1000    0.000000e+00   5.647248e-01      0.000000e+00    2.250000000
## 1001    0.000000e+00   6.085914e-01      0.000000e+00    2.260000000
## 1002    0.000000e+00   6.066914e-01      0.000000e+00    2.290000000
## 1003    4.100000e-01   1.230000e+00      6.440000e-02    0.410000000
## 1004    9.000000e-02   3.900000e-01      0.000000e+00    1.570000000
## 1005    0.000000e+00   0.000000e+00      0.000000e+00    1.310000000
## 1006    0.000000e+00   0.000000e+00      0.000000e+00    1.310000000
## 1007    6.000000e-01   0.000000e+00      0.000000e+00    1.800000000
## 1008    0.000000e+00   0.000000e+00      0.000000e+00    0.470000000
## 1009    1.673667e-01   1.080000e+00      3.600000e-01    0.720000000
## 1010    0.000000e+00   1.470000e+00      0.000000e+00    0.000000000
## 1011    0.000000e+00   1.470000e+00      0.000000e+00    0.000000000
## 1012    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1013    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1014    1.633667e-01   1.110000e+00      3.700000e-01    0.740000000
## 1015    9.000000e-02   3.900000e-01      0.000000e+00    1.570000000
## 1016    1.673667e-01   1.080000e+00      3.600000e-01    0.720000000
## 1017    7.268750e-02   0.000000e+00      0.000000e+00    0.750000000
## 1018    0.000000e+00   0.000000e+00      0.000000e+00    0.150000000
## 1019    5.700000e-01   5.000000e-01      2.500000e-01    0.950000000
## 1020    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1021    5.700000e-01   5.000000e-02      0.000000e+00    0.280000000
## 1022    0.000000e+00   1.190000e+00      0.000000e+00    0.000000000
## 1023    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1024    0.000000e+00   0.000000e+00      0.000000e+00    1.550000000
## 1025    4.200000e-01   0.000000e+00      7.790000e-02    0.980000000
## 1026    4.217654e-01   1.000000e-01      3.000000e-01    0.700000000
## 1027    0.000000e+00   0.000000e+00      0.000000e+00    1.600000000
## 1028    2.345000e-02   0.000000e+00      0.000000e+00    0.000000000
## 1029    0.000000e+00   0.000000e+00      0.000000e+00    0.690000000
## 1030    0.000000e+00   0.000000e+00      7.286667e-02    1.040000000
## 1031    0.000000e+00   0.000000e+00      0.000000e+00    0.320000000
## 1032    0.000000e+00   0.000000e+00      0.000000e+00    0.320000000
## 1033    5.900000e-01   8.000000e-02      1.700000e-01    0.590000000
## 1034    5.000000e-02   5.000000e-02      5.000000e-02    0.520000000
## 1035    0.000000e+00   0.000000e+00      0.000000e+00    1.620000000
## 1036    1.170200e-01   0.000000e+00      0.000000e+00    2.650000000
## 1037    0.000000e+00   0.000000e+00      0.000000e+00    1.140000000
## 1038    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1039    0.000000e+00   1.080000e+00      0.000000e+00    0.000000000
## 1040    1.900000e-03   0.000000e+00      0.000000e+00    0.000000000
## 1041    0.000000e+00   7.000000e-01      0.000000e+00    0.700000000
## 1042    0.000000e+00   6.800000e-01      0.000000e+00    2.050000000
## 1043    2.700000e-01   2.700000e-01      0.000000e+00    0.270000000
## 1044    3.800000e-01   0.000000e+00      2.900000e-01    0.480000000
## 1045    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1046    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1047    0.000000e+00   5.600000e-01      0.000000e+00    0.560000000
## 1048    2.516000e-01   8.100000e-01      1.000000e-01    0.500000000
## 1049    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1050    0.000000e+00   0.000000e+00      0.000000e+00    1.310000000
## 1051    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1052    5.700000e-01   5.000000e-02      0.000000e+00    0.280000000
## 1053    0.000000e+00   4.000000e-01      0.000000e+00    0.000000000
## 1054    0.000000e+00   1.160000e+00      0.000000e+00    0.870000000
## 1055    6.000000e-02   6.000000e-02      6.000000e-02    0.540000000
## 1056    1.700000e-01   1.700000e-01      0.000000e+00    0.100000000
## 1057    0.000000e+00   0.000000e+00      0.000000e+00    0.410000000
## 1058    0.000000e+00   0.000000e+00      8.000000e-02    0.240000000
## 1059    2.516000e-01   8.100000e-01      1.000000e-01    0.500000000
## 1060    0.000000e+00   4.500000e-01      2.200000e-01    0.220000000
## 1061    0.000000e+00   0.000000e+00      0.000000e+00    1.310000000
## 1062    0.000000e+00   8.100000e-01      0.000000e+00    0.000000000
## 1063    0.000000e+00   0.000000e+00      3.800000e-01    0.000000000
## 1064    0.000000e+00   1.529412e-04      0.000000e+00    0.000000000
## 1065    1.447000e-01   0.000000e+00      2.700000e-01    0.750000000
## 1066    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1067    0.000000e+00   0.000000e+00      0.000000e+00    0.760000000
## 1068    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1069    1.600000e-01   5.000000e-01      3.300000e-01    1.510000000
## 1070    9.000000e-02   3.900000e-01      0.000000e+00    1.580000000
## 1071    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1072    5.000000e-02   5.000000e-02      5.000000e-02    0.520000000
## 1073    0.000000e+00   8.100000e-01      0.000000e+00    0.000000000
## 1074    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1075    0.000000e+00   5.500000e-01      0.000000e+00    0.550000000
## 1076    0.000000e+00   5.500000e-01      0.000000e+00    0.550000000
## 1077    0.000000e+00   0.000000e+00      0.000000e+00    0.310000000
## 1078    0.000000e+00   6.900000e-01      0.000000e+00    0.690000000
## 1079    0.000000e+00   1.560000e+00      0.000000e+00    0.000000000
## 1080    0.000000e+00   5.400000e-01      0.000000e+00    0.540000000
## 1081    0.000000e+00   4.300000e-01      1.400000e-01    0.280000000
## 1082    1.232000e-01   4.400000e-01      2.200000e-01    0.880000000
## 1083    6.258750e-02   0.000000e+00      0.000000e+00    0.730000000
## 1084    7.000000e-02   3.700000e-01      7.000000e-02    1.480000000
## 1085    0.000000e+00   0.000000e+00      0.000000e+00    0.310000000
## 1086    0.000000e+00   0.000000e+00      0.000000e+00    0.310000000
## 1087    5.000000e-02   5.000000e-02      5.000000e-02    0.520000000
## 1088    0.000000e+00   0.000000e+00      0.000000e+00    0.480000000
## 1089    0.000000e+00   0.000000e+00      0.000000e+00    0.410000000
## 1090    8.000000e-02   1.309972e+00      3.400000e-01    0.510000000
## 1091    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1092    0.000000e+00   1.711273e-01      0.000000e+00    0.000000000
## 1093    8.000000e-02   8.000000e-02      0.000000e+00    0.600000000
## 1094    8.000000e-02   8.000000e-02      0.000000e+00    0.600000000
## 1095    0.000000e+00   1.040000e+00      3.400000e-01    1.380000000
## 1096    0.000000e+00   0.000000e+00      1.454222e-01    0.870000000
## 1097    0.000000e+00   0.000000e+00      0.000000e+00    0.450000000
## 1098    6.300000e-02   2.000000e-01      0.000000e+00    0.400000000
## 1099    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1100    2.200000e-01   5.756335e-01      0.000000e+00    0.880000000
## 1101    0.000000e+00   0.000000e+00      0.000000e+00    0.900000000
## 1102    1.631071e-02   0.000000e+00      0.000000e+00    0.000000000
## 1103    0.000000e+00   0.000000e+00      0.000000e+00    0.280000000
## 1104    0.000000e+00   7.500000e-01      0.000000e+00    0.370000000
## 1105    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1106    0.000000e+00   1.450000e+00      0.000000e+00    1.090000000
## 1107    0.000000e+00   0.000000e+00      0.000000e+00    0.540000000
## 1108    0.000000e+00   1.753083e-01      0.000000e+00    0.000000000
## 1109    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1110    0.000000e+00   9.800000e-01      1.340000e-02    0.980000000
## 1111    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1112    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1113    6.000000e-01   0.000000e+00      0.000000e+00    1.820000000
## 1114    0.000000e+00   0.000000e+00      0.000000e+00    1.330000000
## 1115    3.700000e-01   3.700000e-01      1.000000e-01    0.640000000
## 1116    6.000000e-01   0.000000e+00      0.000000e+00    1.810000000
## 1117    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1118    0.000000e+00   4.600000e-01      0.000000e+00    0.000000000
## 1119    0.000000e+00   0.000000e+00      0.000000e+00    0.300000000
## 1120    0.000000e+00   0.000000e+00      0.000000e+00    0.300000000
## 1121    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1122    3.500000e-01   6.900000e-01      2.100000e-01    0.900000000
## 1123    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1124    0.000000e+00   0.000000e+00      0.000000e+00    0.300000000
## 1125    0.000000e+00   0.000000e+00      0.000000e+00    0.300000000
## 1126    0.000000e+00   4.700000e-01      0.000000e+00    1.430000000
## 1127    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1128    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1129    2.400000e-01   0.000000e+00      6.845000e-02    0.240000000
## 1130    2.400000e-01   0.000000e+00      6.845000e-02    0.240000000
## 1131    8.000000e-02   1.470000e+00      3.400000e-01    0.510000000
## 1132    0.000000e+00   4.300000e-01      0.000000e+00    2.180000000
## 1133    0.000000e+00   4.300000e-01      0.000000e+00    2.180000000
## 1134    0.000000e+00   0.000000e+00      1.454222e-01    0.870000000
## 1135    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1136    3.600000e-01   3.600000e-01      0.000000e+00    0.360000000
## 1137    0.000000e+00   1.900000e-01      0.000000e+00    1.160000000
## 1138    8.000000e-02   8.000000e-02      0.000000e+00    0.600000000
## 1139    5.200000e-01   0.000000e+00      2.600000e-01    0.000000000
## 1140    4.400000e-01   7.500000e-01      2.600000e-01    0.960000000
## 1141    5.400000e-01   5.400000e-01      0.000000e+00    0.180000000
## 1142    8.000000e-02   8.000000e-02      0.000000e+00    0.600000000
## 1143    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1144    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1145    3.700000e-01   7.243889e-01      3.700000e-01    2.640000000
## 1146    0.000000e+00   0.000000e+00      6.800000e-03    0.570000000
## 1147    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1148    9.000000e-02   3.900000e-01      0.000000e+00    1.590000000
## 1149    0.000000e+00   0.000000e+00      3.800000e-01    0.000000000
## 1150    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1151    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1152    0.000000e+00   0.000000e+00      3.800000e-01    0.000000000
## 1153    6.000000e-02   0.000000e+00      0.000000e+00    0.640000000
## 1154    3.700000e-01   1.120000e+00      7.490000e-02    1.120000000
## 1155    0.000000e+00   3.900000e-01      0.000000e+00    0.790000000
## 1156    0.000000e+00   4.100000e-01      0.000000e+00    0.410000000
## 1157    1.513500e-01   0.000000e+00      4.000000e-02    0.290000000
## 1158    0.000000e+00   4.100000e-01      0.000000e+00    0.410000000
## 1159    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1160    1.587026e-01   1.210000e+00      5.198889e-02    1.210000000
## 1161    0.000000e+00   4.800000e-01      0.000000e+00    2.400000000
## 1162    4.200000e-01   7.600000e-01      2.600000e-01    0.970000000
## 1163    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1164    0.000000e+00   0.000000e+00      0.000000e+00    0.530000000
## 1165    0.000000e+00   0.000000e+00      0.000000e+00    0.410000000
## 1166    0.000000e+00   0.000000e+00      0.000000e+00    0.550000000
## 1167    0.000000e+00   0.000000e+00      0.000000e+00    0.550000000
## 1168    3.700000e-01   7.250889e-01      3.700000e-01    2.650000000
## 1169    1.700000e-01   1.700000e-01      1.700000e-01    1.380000000
## 1170    2.500000e-01   1.200000e-01      1.200000e-01    0.380000000
## 1171    0.000000e+00   4.700000e-01      2.300000e-01    0.700000000
## 1172    4.400000e-01   7.600000e-01      2.600000e-01    0.970000000
## 1173    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1174    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1175    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1176    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1177    0.000000e+00   9.000000e-02      9.000000e-02    0.690000000
## 1178    0.000000e+00   6.800000e-01      0.000000e+00    0.680000000
## 1179    0.000000e+00   2.700000e-01      2.700000e-01    0.550000000
## 1180    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1181    2.500000e-01   1.200000e-01      1.200000e-01    0.380000000
## 1182    1.653312e-01   1.200000e+00      2.680000e-02    1.200000000
## 1183    2.400000e-01   2.400000e-01      2.400000e-01    1.230000000
## 1184    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1185    0.000000e+00   9.200000e-01      5.950000e-02    0.000000000
## 1186    0.000000e+00   6.700000e-01      0.000000e+00    0.000000000
## 1187    1.279543e-01   1.470000e+00      2.050000e-02    0.000000000
## 1188    0.000000e+00   9.900000e-01      3.573333e-02    0.000000000
## 1189    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1190    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1191    0.000000e+00   0.000000e+00      0.000000e+00    0.560000000
## 1192    2.468000e-01   1.180000e+00      1.100000e-01    2.000000000
## 1193    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1194    0.000000e+00   0.000000e+00      0.000000e+00    0.950000000
## 1195    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1196    2.400000e-01   0.000000e+00      7.275000e-02    0.240000000
## 1197    0.000000e+00   1.440000e+00      3.980000e-02    0.360000000
## 1198    0.000000e+00   6.700000e-01      0.000000e+00    0.000000000
## 1199    0.000000e+00   0.000000e+00      1.939167e-02    0.000000000
## 1200    0.000000e+00   0.000000e+00      1.939167e-02    0.000000000
## 1201    4.000000e-01   6.900000e-01      2.300000e-01    0.880000000
## 1202    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1203    4.217654e-01   1.000000e-01      3.000000e-01    0.700000000
## 1204    1.273543e-01   1.470000e+00      2.050000e-02    0.000000000
## 1205    0.000000e+00   0.000000e+00      0.000000e+00    0.560000000
## 1206    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1207    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1208    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1209    4.400000e-01   7.600000e-01      2.600000e-01    0.970000000
## 1210    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1211    2.300000e-01   2.300000e-01      0.000000e+00    1.190000000
## 1212    0.000000e+00   4.200000e-01      0.000000e+00    0.420000000
## 1213    0.000000e+00   0.000000e+00      0.000000e+00    0.180000000
## 1214    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1215    0.000000e+00   0.000000e+00      0.000000e+00    0.960000000
## 1216    0.000000e+00   0.000000e+00      0.000000e+00    0.970000000
## 1217    0.000000e+00   0.000000e+00      0.000000e+00    0.980000000
## 1218    0.000000e+00   0.000000e+00      0.000000e+00    0.720000000
## 1219    4.000000e-01   6.900000e-01      2.300000e-01    0.880000000
## 1220    0.000000e+00   0.000000e+00      0.000000e+00    1.170000000
## 1221    0.000000e+00   0.000000e+00      5.822222e-03    0.640000000
## 1222    0.000000e+00   0.000000e+00      5.822222e-03    0.640000000
## 1223    0.000000e+00   0.000000e+00      5.822222e-03    0.640000000
## 1224    0.000000e+00   3.000000e-01      0.000000e+00    0.300000000
## 1225    0.000000e+00   4.100000e-01      0.000000e+00    1.250000000
## 1226    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1227    4.400000e-01   7.600000e-01      2.600000e-01    0.970000000
## 1228    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1229    3.100000e-01   0.000000e+00      0.000000e+00    0.630000000
## 1230    0.000000e+00   0.000000e+00      0.000000e+00    0.560000000
## 1231    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1232    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1233    0.000000e+00   0.000000e+00      0.000000e+00    0.350000000
## 1234    0.000000e+00   3.300000e-01      0.000000e+00    0.670000000
## 1235    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1236    0.000000e+00   0.000000e+00      1.200000e-01    0.120000000
## 1237    1.692000e-01   5.800000e-01      9.000000e-02    1.070000000
## 1238    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1239    0.000000e+00   0.000000e+00      0.000000e+00    0.360000000
## 1240    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1241    2.900000e-01   9.000000e-02      5.281429e-02    0.770000000
## 1242    0.000000e+00   0.000000e+00      0.000000e+00    0.840000000
## 1243    0.000000e+00   0.000000e+00      0.000000e+00    0.840000000
## 1244    0.000000e+00   3.870500e-01      0.000000e+00    0.000000000
## 1245    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1246    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1247    0.000000e+00   0.000000e+00      0.000000e+00    1.310000000
## 1248    0.000000e+00   7.000000e-01      0.000000e+00    0.700000000
## 1249    0.000000e+00   0.000000e+00      0.000000e+00    0.550000000
## 1250    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1251    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1252    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1253    0.000000e+00   8.100000e-01      0.000000e+00    0.400000000
## 1254    2.209500e-01   2.300000e-01      3.400000e-01    1.270000000
## 1255    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1256    0.000000e+00   0.000000e+00      1.240000e-02    1.300000000
## 1257    0.000000e+00   2.276736e-01      0.000000e+00    1.610000000
## 1258    3.200000e-01   6.400000e-01      0.000000e+00    1.280000000
## 1259    7.080000e-02   1.290000e+00      8.890000e-02    1.940000000
## 1260    0.000000e+00   0.000000e+00      0.000000e+00    0.980000000
## 1261    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1262    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1263    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1264    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1265    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1266    0.000000e+00   0.000000e+00      0.000000e+00    0.590000000
## 1267    4.217654e-01   1.000000e-01      3.000000e-01    0.700000000
## 1268    0.000000e+00   0.000000e+00      0.000000e+00    1.660000000
## 1269    4.217654e-01   1.000000e-01      3.000000e-01    0.700000000
## 1270    0.000000e+00   1.700000e-01      1.700000e-01    0.350000000
## 1271    0.000000e+00   0.000000e+00      0.000000e+00    0.800000000
## 1272    0.000000e+00   0.000000e+00      1.226143e-01    1.050000000
## 1273    5.000000e-02   5.000000e-02      5.000000e-02    0.520000000
## 1274    0.000000e+00   1.700000e-01      1.700000e-01    0.340000000
## 1275    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1276    3.486667e-01   8.000000e-01      2.000000e-01    0.800000000
## 1277    3.400000e-01   0.000000e+00      0.000000e+00    0.340000000
## 1278    2.500000e-01   1.200000e-01      1.200000e-01    0.380000000
## 1279    2.500000e-01   1.200000e-01      1.200000e-01    0.380000000
## 1280    5.800000e-01   7.700000e-01      0.000000e+00    0.580000000
## 1281    6.200000e-01   9.300000e-01      0.000000e+00    0.620000000
## 1282    0.000000e+00   3.000000e-01      3.000000e-01    0.300000000
## 1283    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1284    5.000000e-02   5.000000e-02      5.000000e-02    0.520000000
## 1285    0.000000e+00   6.400000e-01      0.000000e+00    0.320000000
## 1286    6.200000e-01   9.300000e-01      0.000000e+00    0.620000000
## 1287    1.900000e-01   1.900000e-01      0.000000e+00    0.390000000
## 1288    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1289    1.000000e-01   4.000000e-01      0.000000e+00    1.600000000
## 1290    0.000000e+00   0.000000e+00      0.000000e+00    1.190000000
## 1291    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1292    0.000000e+00   3.435210e-01      0.000000e+00    0.000000000
## 1293    0.000000e+00   0.000000e+00      2.600000e-01    1.060000000
## 1294    0.000000e+00   9.000000e-01      0.000000e+00    0.000000000
## 1295    0.000000e+00   3.495000e-01      0.000000e+00    1.760000000
## 1296    0.000000e+00   0.000000e+00      0.000000e+00    1.110000000
## 1297    0.000000e+00   8.000000e-01      4.171333e-02    0.800000000
## 1298    0.000000e+00   5.300000e-01      0.000000e+00    0.000000000
## 1299    0.000000e+00   2.424867e-01      0.000000e+00    1.170000000
## 1300    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1301    0.000000e+00   8.000000e-01      0.000000e+00    0.000000000
## 1302    0.000000e+00   8.000000e-01      0.000000e+00    0.000000000
## 1303    2.300000e-01   1.300000e+00      1.064667e-01    2.490000000
## 1304    5.288250e-01   5.200000e-01      2.600000e-01    1.300000000
## 1305    2.518000e-01   8.100000e-01      1.000000e-01    0.500000000
## 1306    0.000000e+00   2.200000e-01      0.000000e+00    0.220000000
## 1307    3.484667e-01   8.000000e-01      2.000000e-01    0.800000000
## 1308    0.000000e+00   0.000000e+00      0.000000e+00    1.980000000
## 1309    0.000000e+00   0.000000e+00      0.000000e+00    0.650000000
## 1310    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1311    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1312    0.000000e+00   0.000000e+00      2.900000e-01    1.160000000
## 1313    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1314    3.500000e-01   1.600000e-01      2.400000e-01    1.110000000
## 1315    3.500000e-01   1.600000e-01      2.400000e-01    1.110000000
## 1316    2.700000e-01   8.300000e-01      2.700000e-01    0.550000000
## 1317    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1318    0.000000e+00   1.000000e-01      0.000000e+00    0.530000000
## 1319    0.000000e+00   1.400000e+00      3.300000e-01    0.570000000
## 1320    3.673636e-02   5.400000e-01      0.000000e+00    0.270000000
## 1321    2.064810e-01   3.900000e-01      0.000000e+00    0.980000000
## 1322    0.000000e+00   0.000000e+00      0.000000e+00    1.280000000
## 1323    2.183210e-01   1.160000e+00      1.100000e-01    1.420000000
## 1324    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1325    0.000000e+00   0.000000e+00      0.000000e+00    0.390000000
## 1326    0.000000e+00   0.000000e+00      0.000000e+00    0.340000000
## 1327    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1328    4.800000e-01   0.000000e+00      0.000000e+00    0.000000000
## 1329    2.800000e-01   8.400000e-01      2.800000e-01    0.560000000
## 1330    6.100000e-01   6.100000e-01      0.000000e+00    0.610000000
## 1331    0.000000e+00   2.339683e-03      0.000000e+00    0.000000000
## 1332    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1333    0.000000e+00   2.339683e-03      0.000000e+00    0.000000000
## 1334    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1335    0.000000e+00   2.339683e-03      0.000000e+00    0.000000000
## 1336    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1337    1.000000e-01   2.100000e-01      0.000000e+00    0.640000000
## 1338    0.000000e+00   0.000000e+00      1.490000e-02    0.760000000
## 1339    0.000000e+00   6.800000e-01      0.000000e+00    0.680000000
## 1340    0.000000e+00   0.000000e+00      5.900000e-03    1.030000000
## 1341    1.700000e-01   1.250000e+00      0.000000e+00    0.530000000
## 1342    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1343    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1344    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1345    9.000000e-02   0.000000e+00      0.000000e+00    0.730000000
## 1346    2.400000e-01   1.350000e+00      1.186952e-01    2.580000000
## 1347    2.400000e-01   1.350000e+00      1.186952e-01    2.580000000
## 1348    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1349    1.167067e-01   2.600000e-01      0.000000e+00    0.000000000
## 1350    9.000000e-02   0.000000e+00      0.000000e+00    0.630000000
## 1351    0.000000e+00   0.000000e+00      0.000000e+00    0.380000000
## 1352    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1353    0.000000e+00   0.000000e+00      0.000000e+00    1.060000000
## 1354    0.000000e+00   1.100000e-01      1.100000e-01    0.950000000
## 1355    0.000000e+00   1.070000e+00      0.000000e+00    0.710000000
## 1356    5.700000e-01   1.900000e-01      0.000000e+00    0.000000000
## 1357    2.000000e-01   2.000000e-01      8.722857e-02    0.500000000
## 1358    5.800000e-01   6.600000e-01      3.100000e-01    0.700000000
## 1359    3.200000e-01   6.400000e-01      3.200000e-01    0.640000000
## 1360    2.000000e-01   2.000000e-01      8.722857e-02    0.500000000
## 1361    5.900000e-01   8.000000e-02      1.700000e-01    0.590000000
## 1362    9.000000e-02   3.900000e-01      0.000000e+00    1.590000000
## 1363    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1364    2.000000e-01   2.000000e-01      8.142857e-02    0.500000000
## 1365    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1366    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1367    0.000000e+00   1.600000e-01      8.000000e-02    0.760000000
## 1368    0.000000e+00   1.600000e-01      8.000000e-02    0.760000000
## 1369    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1370    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1371    1.900000e-01   2.900000e-01      8.740000e-02    0.480000000
## 1372    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1373    0.000000e+00   0.000000e+00      6.965595e-02    0.000000000
## 1374    2.900000e-01   2.423828e-01      0.000000e+00    0.890000000
## 1375    6.500000e-01   4.900000e-01      1.600000e-01    1.300000000
## 1376    0.000000e+00   6.400000e-01      0.000000e+00    1.940000000
## 1377    0.000000e+00   0.000000e+00      0.000000e+00    0.480000000
## 1378    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1379    3.800000e-01   3.991000e-01      0.000000e+00    1.160000000
## 1380    1.148000e-01   8.500000e-01      0.000000e+00    0.420000000
## 1381    0.000000e+00   3.000000e-01      0.000000e+00    1.210000000
## 1382    0.000000e+00   0.000000e+00      3.700000e-01    1.500000000
## 1383    0.000000e+00   4.500000e-01      0.000000e+00    0.450000000
## 1384    3.600000e-01   3.600000e-01      0.000000e+00    0.000000000
## 1385   -2.804007e-16   0.000000e+00      0.000000e+00    0.000000000
## 1386    4.900000e-01   9.100000e-01      2.600000e-01    0.550000000
## 1387    0.000000e+00   3.300000e-01      3.300000e-01    0.330000000
## 1388    0.000000e+00   1.300000e-01      0.000000e+00    0.060000000
## 1389    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1390    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1391    4.400000e-01   2.900000e-01      0.000000e+00    0.440000000
## 1392    2.400000e-01   1.320000e+00      1.154952e-01    2.530000000
## 1393    0.000000e+00   1.310000e+00      0.000000e+00    0.870000000
## 1394    0.000000e+00   2.608833e-01      0.000000e+00    0.450000000
## 1395    0.000000e+00   0.000000e+00      0.000000e+00    0.290000000
## 1396    0.000000e+00   0.000000e+00      3.600000e-01    0.850000000
## 1397    0.000000e+00   3.300000e-01      0.000000e+00    0.330000000
## 1398    0.000000e+00   0.000000e+00      0.000000e+00    0.620000000
## 1399    0.000000e+00   1.040000e+00      0.000000e+00    0.260000000
## 1400    0.000000e+00   0.000000e+00     -2.086525e-16    0.720000000
## 1401    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1402    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1403    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1404    0.000000e+00   0.000000e+00      3.400000e-02    0.760000000
## 1405    0.000000e+00   2.500000e-01      2.500000e-01    1.000000000
## 1406    0.000000e+00   0.000000e+00      3.500000e-01    1.060000000
## 1407    0.000000e+00   0.000000e+00      0.000000e+00    1.240000000
## 1408    0.000000e+00   1.030000e+00      0.000000e+00    0.250000000
## 1409    2.600000e-03   0.000000e+00      0.000000e+00    0.000000000
## 1410    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1411    4.200000e-01   7.500000e-01      2.300000e-01    0.890000000
## 1412    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1413    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1414    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1415    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1416    1.400000e-01   0.000000e+00      0.000000e+00    0.430000000
## 1417    0.000000e+00   1.700000e-01      0.000000e+00    0.000000000
## 1418    4.217654e-01   1.000000e-01      3.000000e-01    0.700000000
## 1419    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1420    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1421    0.000000e+00   0.000000e+00      0.000000e+00    0.840000000
## 1422    0.000000e+00   1.020000e+00      0.000000e+00    0.250000000
## 1423    3.435000e-02   0.000000e+00      0.000000e+00    0.000000000
## 1424    5.900000e-01   8.000000e-02      1.700000e-01    0.590000000
## 1425    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1426    5.800000e-01   0.000000e+00      0.000000e+00    0.580000000
## 1427    4.900000e-01   3.500000e-01      1.700000e-01    0.740000000
## 1428    3.200000e-01   6.400000e-01      3.200000e-01    0.640000000
## 1429    9.000000e-02   3.900000e-01      0.000000e+00    1.590000000
## 1430    0.000000e+00   3.100000e-01      0.000000e+00    0.310000000
## 1431    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1432    0.000000e+00   1.133857e-01     -1.383615e-16    0.000000000
## 1433    5.071429e-02   0.000000e+00      0.000000e+00    1.140000000
## 1434    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1435    0.000000e+00   1.210000e+00      0.000000e+00    0.810000000
## 1436    0.000000e+00   0.000000e+00      0.000000e+00    0.600000000
## 1437    8.638333e-02   1.550000e+00      0.000000e+00    0.510000000
## 1438    2.844714e-01   3.100000e-01      2.500000e-01    1.520000000
## 1439    0.000000e+00   3.620000e-01      0.000000e+00    0.950000000
## 1440    0.000000e+00   4.200000e-01      1.760000e-02    0.000000000
## 1441    0.000000e+00   0.000000e+00      0.000000e+00    0.620000000
## 1442    0.000000e+00   0.000000e+00      8.200000e-02    0.670000000
## 1443    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1444    7.000000e-02   1.400000e-01      7.000000e-02    0.570000000
## 1445    2.400000e-01   1.320000e+00      1.144327e-01    2.520000000
## 1446    0.000000e+00   1.200000e+00      3.000000e-01    1.100000000
## 1447    0.000000e+00   0.000000e+00      0.000000e+00    0.150672956
## 1448    5.800000e-01   6.600000e-01      3.100000e-01    0.700000000
## 1449    4.000000e-01   7.025357e-01      1.000000e-01    1.910000000
## 1450    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1451    1.712000e-01   5.800000e-01      9.000000e-02    1.070000000
## 1452    0.000000e+00   0.000000e+00      0.000000e+00    1.420000000
## 1453    2.385190e-01   1.520000e+00      1.500000e-01    1.980000000
## 1454    2.800000e-01   2.800000e-01      0.000000e+00    0.280000000
## 1455    0.000000e+00   1.900000e-01      3.800000e-01    0.190000000
## 1456    0.000000e+00   1.110000e+00      0.000000e+00    0.000000000
## 1457    0.000000e+00   5.100000e-01      6.132500e-02    0.510000000
## 1458    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1459    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1460    3.500000e-01   3.500000e-01      0.000000e+00    0.350000000
## 1461    0.000000e+00   0.000000e+00     -1.798561e-16    0.000000000
## 1462    0.000000e+00   5.300000e-01      0.000000e+00    0.000000000
## 1463    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1464    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1465    4.000000e-01   4.000000e-01      1.100000e-01    0.680000000
## 1466    0.000000e+00   0.000000e+00     -1.830480e-16    0.000000000
## 1467    2.800000e-01   1.150000e+00      0.000000e+00    0.860000000
## 1468    1.900000e-01   3.800000e-01      9.000000e-02    1.350000000
## 1469    0.000000e+00   1.010000e+00      2.000000e-01    0.400000000
## 1470    0.000000e+00   1.520000e+00      1.900000e-01    0.760000000
## 1471    0.000000e+00   0.000000e+00      3.800000e-01    1.160000000
## 1472    0.000000e+00   6.500000e-01      0.000000e+00    2.130000000
## 1473    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1474    2.000000e-01   3.000000e-01      1.000000e-01    1.300000000
## 1475    1.000000e-01   7.500000e-01      3.500000e-01    0.850000000
## 1476    4.062654e-01   2.900000e-01      2.900000e-01    0.690000000
## 1477    6.100000e-01   0.000000e+00      0.000000e+00    1.220000000
## 1478    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1479    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1480    5.200000e-01   1.560000e+00      2.600000e-01    0.690000000
## 1481    3.034654e-01   4.509785e-01      0.000000e+00    0.340000000
## 1482    0.000000e+00   3.500000e-01      1.700000e-01    0.530000000
## 1483    2.300000e-01   2.300000e-01      2.300000e-01    1.900000000
## 1484    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1485    0.000000e+00   1.851143e-01      0.000000e+00    0.000000000
## 1486    0.000000e+00   2.700000e-01      0.000000e+00    0.270000000
## 1487    0.000000e+00   1.600000e-01      8.000000e-02    0.650000000
## 1488    0.000000e+00   0.000000e+00      0.000000e+00    1.290000000
## 1489    0.000000e+00   0.000000e+00      1.900000e-01    0.190000000
## 1490    9.000000e-02   3.900000e-01      7.520000e-02    0.680000000
## 1491    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1492    0.000000e+00   4.100000e-01      0.000000e+00    0.000000000
## 1493    0.000000e+00   0.000000e+00      0.000000e+00    0.430000000
## 1494    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1495    0.000000e+00   3.800000e-01      0.000000e+00    1.530000000
## 1496    3.100000e-01   0.000000e+00      0.000000e+00    0.620000000
## 1497    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1498    0.000000e+00   7.900000e-01      7.880000e-02    1.580000000
## 1499    0.000000e+00   0.000000e+00      0.000000e+00    0.470000000
## 1500    0.000000e+00   0.000000e+00      0.000000e+00    0.950000000
## 1501    0.000000e+00   0.000000e+00      0.000000e+00    0.490000000
## 1502    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1503    2.345000e-02   0.000000e+00      0.000000e+00    0.000000000
## 1504    0.000000e+00   2.100000e-01      1.000000e-01    0.930000000
## 1505    0.000000e+00   0.000000e+00      0.000000e+00    1.010000000
## 1506    2.300000e-01   4.700000e-01      2.300000e-01    0.470000000
## 1507    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1508    0.000000e+00   1.700000e-01      3.500000e-01    0.520000000
## 1509    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1510    0.000000e+00   5.600000e-01      0.000000e+00    0.560000000
## 1511    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1512    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1513    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1514    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1515    4.810714e-03   0.000000e+00      0.000000e+00    0.000000000
## 1516    0.000000e+00   0.000000e+00      0.000000e+00    0.860000000
## 1517    0.000000e+00   7.500000e-01      2.500000e-01    0.750000000
## 1518    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1519    5.000000e-01   8.400000e-01      0.000000e+00    0.840000000
## 1520    0.000000e+00   8.200000e-01      0.000000e+00    0.000000000
## 1521    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1522    0.000000e+00   0.000000e+00      0.000000e+00    1.140000000
## 1523    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1524    2.800000e-01   9.800000e-01      1.572500e-01    0.980000000
## 1525    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1526    0.000000e+00   0.000000e+00      0.000000e+00    1.780000000
## 1527    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1528    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1529    0.000000e+00   1.600000e-01      1.600000e-01    0.990000000
## 1530    0.000000e+00   5.500000e-01      0.000000e+00    0.550000000
## 1531    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1532    6.300000e-01   0.000000e+00      0.000000e+00    0.630000000
## 1533    0.000000e+00   1.120000e+00      0.000000e+00    0.000000000
## 1534    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1535    6.100000e-01   6.100000e-01      0.000000e+00    0.760000000
## 1536    0.000000e+00   0.000000e+00      0.000000e+00    2.170000000
## 1537    0.000000e+00   0.000000e+00      0.000000e+00    0.160000000
## 1538    0.000000e+00   0.000000e+00      0.000000e+00    2.170000000
## 1539    0.000000e+00   0.000000e+00      0.000000e+00    0.980000000
## 1540    2.900000e-01   4.200000e-01      1.474000e-01    1.370000000
## 1541    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1542    0.000000e+00   5.600000e-01      0.000000e+00    0.000000000
## 1543    7.000000e-02   0.000000e+00      0.000000e+00    0.460000000
## 1544    0.000000e+00   0.000000e+00      0.000000e+00    0.540000000
## 1545    0.000000e+00   1.857933e-01      1.930000e-02    0.000000000
## 1546    0.000000e+00   0.000000e+00      2.950000e-02    0.000000000
## 1547    0.000000e+00   4.300000e-01      0.000000e+00    0.140000000
## 1548    2.000333e-01   5.750875e-01      1.400000e-01    1.040000000
## 1549    8.000000e-02   8.000000e-02      0.000000e+00    0.600000000
## 1550    2.200000e-01   1.100000e-01      1.100000e-01    0.220000000
## 1551    0.000000e+00   0.000000e+00      0.000000e+00    1.170000000
## 1552    1.000000e-01   1.000000e-01      2.100000e-01    1.070000000
## 1553    0.000000e+00   4.400000e-01      0.000000e+00    1.330000000
## 1554    0.000000e+00   4.300000e-01      0.000000e+00    2.180000000
## 1555    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1556    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1557    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1558    0.000000e+00   3.123056e-01      1.980000e-02    0.000000000
## 1559    5.200000e-01   0.000000e+00      2.600000e-01    0.000000000
## 1560    6.400000e-01   0.000000e+00      3.200000e-01    1.440000000
## 1561    0.000000e+00   0.000000e+00      0.000000e+00    2.400000000
## 1562    0.000000e+00   1.900000e-01      4.040000e-02    0.780000000
## 1563    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1564    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1565    0.000000e+00   2.137105e-02      0.000000e+00    0.000000000
## 1566    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1567    0.000000e+00   1.190000e+00      0.000000e+00    0.000000000
## 1568    1.300000e-03   0.000000e+00      0.000000e+00    0.000000000
## 1569    5.000000e-01   6.000000e-02      1.200000e-01    0.630000000
## 1570    0.000000e+00   1.900000e-01      3.800000e-01    0.190000000
## 1571    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1572    0.000000e+00   2.798000e-01      0.000000e+00    0.680000000
## 1573    0.000000e+00   0.000000e+00      8.100000e-03    0.470000000
## 1574    0.000000e+00   0.000000e+00      7.330000e-02    1.010000000
## 1575    0.000000e+00   2.798000e-01      0.000000e+00    0.680000000
## 1576    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1577    3.754250e-01   1.150000e+00      0.000000e+00    0.380000000
## 1578    0.000000e+00   0.000000e+00      3.470000e-02    1.630000000
## 1579    5.532250e-01   7.900000e-01      2.600000e-01    1.330000000
## 1580    3.900000e-01   1.300000e-01      1.300000e-01    0.390000000
## 1581    0.000000e+00   0.000000e+00      0.000000e+00    0.410000000
## 1582    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1583    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1584    0.000000e+00   1.900000e-01      4.040000e-02    0.780000000
## 1585    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1586    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1587    3.800000e-01   0.000000e+00      0.000000e+00    0.000000000
## 1588    0.000000e+00   4.900000e-01      0.000000e+00    0.490000000
## 1589    0.000000e+00   5.200000e-01      0.000000e+00    0.520000000
## 1590    1.600000e-01   0.000000e+00      0.000000e+00    0.650000000
## 1591    0.000000e+00   9.500000e-01      0.000000e+00    0.950000000
## 1592    0.000000e+00   0.000000e+00      0.000000e+00    0.850000000
## 1593    3.681250e-01   1.340000e+00      0.000000e+00    0.380000000
## 1594    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1595    6.000000e-01   0.000000e+00      0.000000e+00    0.000000000
## 1596    4.000000e-01   4.000000e-01      1.200000e-01    0.680000000
## 1597    0.000000e+00   0.000000e+00      0.000000e+00    0.840000000
## 1598    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1599    0.000000e+00   1.900000e-01      3.800000e-01    0.190000000
## 1600    0.000000e+00   0.000000e+00      2.100000e-01    0.210000000
## 1601    9.000000e-02   6.900000e-01      3.200000e-01    0.790000000
## 1602    4.200000e-01   1.400000e-01      0.000000e+00    0.560000000
## 1603    4.100000e-01   1.300000e-01      0.000000e+00    0.550000000
## 1604    0.000000e+00   1.700000e-01      0.000000e+00    0.860000000
## 1605    3.754250e-01   1.150000e+00      0.000000e+00    0.380000000
## 1606    4.000000e-01   4.000000e-01      1.000000e-01    0.720000000
## 1607    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1608    3.696250e-01   1.150000e+00      0.000000e+00    0.380000000
## 1609    0.000000e+00   0.000000e+00      1.287500e-01    0.970000000
## 1610    0.000000e+00   1.700000e-01      0.000000e+00    0.170000000
## 1611    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1612    3.754250e-01   1.150000e+00      0.000000e+00    0.380000000
## 1613    2.472190e-01   1.470000e+00      1.400000e-01    1.910000000
## 1614    2.472190e-01   1.470000e+00      1.400000e-01    1.910000000
## 1615    0.000000e+00   1.700000e-01      0.000000e+00    0.000000000
## 1616    0.000000e+00   7.300000e-01      0.000000e+00    0.360000000
## 1617    0.000000e+00   5.800000e-01      0.000000e+00    0.000000000
## 1618    0.000000e+00   0.000000e+00      0.000000e+00    0.930000000
## 1619    0.000000e+00   0.000000e+00      0.000000e+00    0.590000000
## 1620    3.681250e-01   1.340000e+00      0.000000e+00    0.380000000
## 1621    3.400000e-01   6.202000e-01      8.000000e-02    1.220000000
## 1622    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1623    0.000000e+00   0.000000e+00      0.000000e+00    0.850000000
## 1624    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1625    0.000000e+00   0.000000e+00      3.800000e-01    1.160000000
## 1626    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1627    1.300000e-01   1.500000e+00      0.000000e+00    0.400000000
## 1628    2.900000e-01   4.200000e-01      1.474000e-01    1.370000000
## 1629    5.400000e-01   5.400000e-01      0.000000e+00    1.090000000
## 1630    0.000000e+00   1.200000e+00      9.040000e-02    2.800000000
## 1631    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1632    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1633    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1634    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1635    0.000000e+00   1.360000e+00      2.700000e-01    0.680000000
## 1636    0.000000e+00   0.000000e+00      0.000000e+00    0.900000000
## 1637    0.000000e+00   0.000000e+00      0.000000e+00    0.990000000
## 1638    0.000000e+00   0.000000e+00      0.000000e+00    0.960000000
## 1639    1.790000e-01   5.900000e-01      9.000000e-02    1.080000000
## 1640    2.900000e-01   4.200000e-01      1.474000e-01    1.370000000
## 1641    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1642    0.000000e+00   0.000000e+00      0.000000e+00    2.100000000
## 1643    4.200000e-01   2.100000e-01      0.000000e+00    0.640000000
## 1644    0.000000e+00   5.800000e-01      2.900000e-01    0.290000000
## 1645    1.576500e-01   1.540000e+00      0.000000e+00    0.880000000
## 1646    0.000000e+00   3.512650e-01      0.000000e+00    0.810000000
## 1647    0.000000e+00   7.600000e-01      0.000000e+00    2.290000000
## 1648    1.576500e-01   1.540000e+00      0.000000e+00    0.880000000
## 1649    0.000000e+00   0.000000e+00      1.000000e-01    0.310000000
## 1650    3.200000e-01   0.000000e+00      0.000000e+00    1.290000000
## 1651    0.000000e+00   8.700000e-01      0.000000e+00    0.430000000
## 1652    3.400000e-01   6.202000e-01      8.000000e-02    1.220000000
## 1653    3.500000e-01   3.500000e-01      0.000000e+00    0.350000000
## 1654    5.000000e-01   9.700000e-01      2.500000e-01    0.690000000
## 1655    0.000000e+00   0.000000e+00      0.000000e+00    0.190000000
## 1656    6.000000e-01   1.450000e+00      1.200000e-01    0.850000000
## 1657    1.000000e-01   7.500000e-01      3.500000e-01    0.850000000
## 1658    3.535000e-02   4.500000e-01      1.493333e-02    0.900000000
## 1659    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1660    0.000000e+00   1.350000e+00      0.000000e+00    0.450000000
## 1661    5.053636e-02   4.270167e-01      5.253750e-02    0.000000000
## 1662    0.000000e+00   1.000000e-01      0.000000e+00    0.530000000
## 1663    2.800000e-01   8.400000e-01      1.800000e-01    0.460000000
## 1664    0.000000e+00   0.000000e+00      0.000000e+00    0.840000000
## 1665    1.600000e-01   1.090000e+00      3.300000e-01    1.090000000
## 1666    0.000000e+00   6.500000e-01      0.000000e+00    2.130000000
## 1667    0.000000e+00   6.000000e-01      4.285000e-02    0.000000000
## 1668    0.000000e+00   1.600000e-01      0.000000e+00    0.840000000
## 1669    0.000000e+00   0.000000e+00      0.000000e+00    0.530000000
## 1670    0.000000e+00   0.000000e+00      2.000000e-03    0.000000000
## 1671    7.902500e-02   0.000000e+00      3.943333e-02    1.210000000
## 1672    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1673    0.000000e+00   1.500000e-01      0.000000e+00    0.300000000
## 1674    2.300000e-01   2.900000e-01      5.000000e-02    0.340000000
## 1675    0.000000e+00   0.000000e+00      0.000000e+00    0.520000000
## 1676    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1677    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1678    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1679    0.000000e+00   4.900000e-01      8.000000e-02    0.570000000
## 1680    2.200000e-01   5.863583e-01      0.000000e+00    0.680000000
## 1681    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1682    1.900000e-01   1.120000e+00      2.600000e-01    0.730000000
## 1683    5.200000e-01   1.560000e+00      2.600000e-01    0.690000000
## 1684    0.000000e+00   0.000000e+00      0.000000e+00    0.140000000
## 1685    5.200000e-01   1.560000e+00      2.600000e-01    0.690000000
## 1686    0.000000e+00   0.000000e+00      0.000000e+00    0.260000000
## 1687    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1688    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1689    0.000000e+00   0.000000e+00      1.800000e-01    0.560000000
## 1690    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1691    0.000000e+00   0.000000e+00      0.000000e+00    0.570000000
## 1692    9.000000e-02   3.900000e-01      0.000000e+00    1.570000000
## 1693    1.367000e-01   6.336208e-01      0.000000e+00    1.390000000
## 1694    0.000000e+00   2.300000e-01      2.300000e-01    0.930000000
## 1695    0.000000e+00   5.500000e-01      1.800000e-01    0.180000000
## 1696    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1697    0.000000e+00   0.000000e+00      0.000000e+00    0.490000000
## 1698    0.000000e+00   0.000000e+00     -1.866909e-16    2.750000000
## 1699    2.469231e-02   0.000000e+00      0.000000e+00    1.450000000
## 1700    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1701    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1702    0.000000e+00   4.900000e-01      8.000000e-02    0.570000000
## 1703    5.300000e-01   1.385265e+00      2.600000e-01    0.710000000
## 1704    0.000000e+00   4.900000e-01      8.000000e-02    0.570000000
## 1705    0.000000e+00   2.300000e-01      2.300000e-01    0.930000000
## 1706    0.000000e+00   1.024883e-02      0.000000e+00    0.000000000
## 1707    4.100000e-01   8.300000e-01      0.000000e+00    0.000000000
## 1708    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1709    5.300000e-01   1.382665e+00      2.600000e-01    0.710000000
## 1710    0.000000e+00   0.000000e+00      0.000000e+00    0.650000000
## 1711    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1712    0.000000e+00   8.800000e-01      0.000000e+00    0.000000000
## 1713    9.000000e-02   3.900000e-01      0.000000e+00    1.570000000
## 1714    2.698857e-01   1.250000e+00      1.400000e-01    1.390000000
## 1715    0.000000e+00   0.000000e+00      0.000000e+00    0.720000000
## 1716    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1717    0.000000e+00   3.900000e-01      1.100000e-01    1.020000000
## 1718    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1719    4.300000e-01   1.470000e+00      2.600000e-01    0.690000000
## 1720    0.000000e+00   0.000000e+00     -1.640355e-16    0.000000000
## 1721    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1722    0.000000e+00   0.000000e+00      0.000000e+00    0.000000000
## 1723    0.000000e+00   0.000000e+00      0.000000e+00    0.720000000
## 1724    1.590000e-02   0.000000e+00      0.000000e+00    0.270000000
##      word_freq_people word_freq_report word_freq_addresses word_freq_free
## 1        0.000000e+00     0.000000e+00        0.000000e+00   3.200000e-01
## 2        2.576353e-01     7.000000e-03        1.400000e-01   1.400000e-01
## 3        1.200000e-01     0.000000e+00        3.320000e-02   6.000000e-02
## 4        3.100000e-01     0.000000e+00        0.000000e+00   3.100000e-01
## 5        3.100000e-01     0.000000e+00        0.000000e+00   3.100000e-01
## 6        0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 7        0.000000e+00     0.000000e+00        0.000000e+00   9.600000e-01
## 8        0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 9        0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 10       2.500000e-01     0.000000e+00        1.200000e-01   0.000000e+00
## 11       0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 12       1.200000e-01     0.000000e+00        0.000000e+00   0.000000e+00
## 13       0.000000e+00     0.000000e+00        0.000000e+00   3.400000e-01
## 14      -1.383615e-16     0.000000e+00        0.000000e+00   0.000000e+00
## 15       0.000000e+00     0.000000e+00        0.000000e+00   2.352053e-01
## 16       0.000000e+00     0.000000e+00        0.000000e+00   1.270000e+00
## 17       0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 18       0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 19       3.877500e-02     0.000000e+00       -4.336809e-19   0.000000e+00
## 20       0.000000e+00     0.000000e+00        2.700000e-03   6.300000e-01
## 21       0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 22       2.000000e-02     0.000000e+00        0.000000e+00   0.000000e+00
## 23       0.000000e+00     0.000000e+00        0.000000e+00   5.308898e-02
## 24       0.000000e+00     0.000000e+00        0.000000e+00   1.160000e+00
## 25       0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 26       2.000000e-02     0.000000e+00        0.000000e+00   0.000000e+00
## 27       0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 28       0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 29       0.000000e+00     0.000000e+00        0.000000e+00   3.700523e-02
## 30       0.000000e+00     0.000000e+00        0.000000e+00   6.500000e-01
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## 43       0.000000e+00     0.000000e+00        0.000000e+00   3.541148e-02
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## 88       0.000000e+00     0.000000e+00        0.000000e+00   7.900000e-01
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## 90       0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
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## 93       5.900000e-01     2.390000e-02        3.000000e-02   2.200000e-01
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## 122      2.000000e-01     0.000000e+00        5.000000e-02   0.000000e+00
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## 143      5.203333e-01     1.360000e-02        3.000000e-02   2.300000e-01
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## 149      4.410000e-02     0.000000e+00        0.000000e+00   0.000000e+00
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## 163      1.400000e-01     0.000000e+00        0.000000e+00   8.700000e-01
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## 169      1.500000e-01     0.000000e+00        1.500000e-01   1.500000e-01
## 170      5.700000e-01     0.000000e+00        0.000000e+00   0.000000e+00
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## 172      1.700000e-01     1.700000e-01        0.000000e+00   0.000000e+00
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## 180      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 181      2.634538e-01     0.000000e+00        1.700000e-01   8.000000e-02
## 182      2.527938e-01     0.000000e+00        1.700000e-01   8.000000e-02
## 183      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 184      0.000000e+00     0.000000e+00        0.000000e+00   4.400000e-01
## 185      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 186      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 187      5.000000e-02     0.000000e+00        0.000000e+00   5.000000e-02
## 188      0.000000e+00     1.200000e-03        0.000000e+00   1.132300e-01
## 189      0.000000e+00     0.000000e+00        0.000000e+00   3.720958e-01
## 190      4.600000e-01     0.000000e+00        0.000000e+00   4.600000e-01
## 191      0.000000e+00     0.000000e+00        0.000000e+00   3.639802e-01
## 192      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 193      0.000000e+00     0.000000e+00        0.000000e+00   4.266697e-01
## 194      1.400000e-01     0.000000e+00        1.400000e-01   1.400000e-01
## 195      1.700000e-01     1.700000e-01        0.000000e+00   0.000000e+00
## 196      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
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## 198      1.700000e-01     1.700000e-01        0.000000e+00   0.000000e+00
## 199      0.000000e+00     0.000000e+00        0.000000e+00   5.300000e-01
## 200      0.000000e+00     0.000000e+00        3.400000e-03   2.404250e-01
## 201      5.400000e-01     0.000000e+00        0.000000e+00   5.400000e-01
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## 205      9.421964e-02     0.000000e+00        4.600000e-03   0.000000e+00
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## 207      0.000000e+00     0.000000e+00        0.000000e+00   5.500000e-01
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## 210      2.200000e-01     0.000000e+00        4.110000e-02   4.400000e-01
## 211      2.371938e-01     0.000000e+00        1.700000e-01   8.000000e-02
## 212      0.000000e+00     0.000000e+00        0.000000e+00   7.529063e-02
## 213      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
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## 215      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
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## 217      2.500000e-01     7.000000e-02        0.000000e+00   5.000000e-02
## 218      2.500000e-01     7.000000e-02        0.000000e+00   5.000000e-02
## 219      1.700000e-01     0.000000e+00        6.390000e-02   6.200000e-01
## 220      0.000000e+00     0.000000e+00        0.000000e+00   9.600000e-01
## 221      0.000000e+00     0.000000e+00       -4.206704e-19   0.000000e+00
## 222      0.000000e+00     0.000000e+00        1.010000e-02   6.800000e-01
## 223      0.000000e+00     3.400000e-03        0.000000e+00   7.200000e-01
## 224      2.600000e-01     0.000000e+00        0.000000e+00   3.559745e-01
## 225      3.200000e-01     0.000000e+00        0.000000e+00   3.200000e-01
## 226      3.200000e-01     0.000000e+00        0.000000e+00   3.200000e-01
## 227      0.000000e+00     0.000000e+00        0.000000e+00   5.900000e-01
## 228      9.646964e-02     0.000000e+00        4.600000e-03   0.000000e+00
## 229      0.000000e+00     0.000000e+00        0.000000e+00   7.100000e-01
## 230      0.000000e+00     0.000000e+00        0.000000e+00   1.490000e+00
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## 233      1.600000e-01     0.000000e+00        1.600000e-01   1.600000e-01
## 234      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
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## 236      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
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## 239      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
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## 241      0.000000e+00     0.000000e+00        0.000000e+00   1.050000e+00
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## 243      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
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## 249      0.000000e+00     0.000000e+00        0.000000e+00   9.500000e-01
## 250      0.000000e+00     0.000000e+00        0.000000e+00   1.110000e+00
## 251      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 252      1.900000e-03     0.000000e+00        0.000000e+00   0.000000e+00
## 253      0.000000e+00     8.000000e-02        0.000000e+00   4.800000e-01
## 254      1.300000e-01     0.000000e+00        0.000000e+00   1.110000e+00
## 255      1.300000e-01     0.000000e+00        0.000000e+00   1.110000e+00
## 256      0.000000e+00     0.000000e+00        0.000000e+00   1.441862e-02
## 257      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 258      0.000000e+00     0.000000e+00        0.000000e+00   8.000000e-01
## 259      3.300000e-01     0.000000e+00        0.000000e+00   3.300000e-01
## 260      1.400000e-01     0.000000e+00        7.000000e-02   0.000000e+00
## 261      3.300000e-01     0.000000e+00        0.000000e+00   3.300000e-01
## 262      0.000000e+00     0.000000e+00        0.000000e+00   1.110000e+00
## 263      0.000000e+00     0.000000e+00        0.000000e+00   3.100000e-01
## 264      1.700000e-01     0.000000e+00        1.700000e-01   1.700000e-01
## 265      0.000000e+00     0.000000e+00        0.000000e+00   7.900000e-01
## 266      0.000000e+00     0.000000e+00        0.000000e+00   1.400000e-01
## 267      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 268      2.500000e-01     0.000000e+00        0.000000e+00   2.500000e-01
## 269      0.000000e+00    -9.978997e-18        0.000000e+00   5.800000e-01
## 270      0.000000e+00     0.000000e+00        0.000000e+00   1.400000e-01
## 271      0.000000e+00     0.000000e+00        0.000000e+00   1.400000e-01
## 272      0.000000e+00     0.000000e+00        0.000000e+00   5.800000e-01
## 273      0.000000e+00     1.100000e-03        0.000000e+00   0.000000e+00
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## 521      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 522      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 523      4.600000e-01     0.000000e+00        0.000000e+00   1.500000e-01
## 524      0.000000e+00     1.100000e-01        0.000000e+00   3.836167e-01
## 525      0.000000e+00     1.850000e-02        0.000000e+00   0.000000e+00
## 526      0.000000e+00     0.000000e+00       -4.293441e-19   0.000000e+00
## 527      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 528      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 529      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 530      5.400000e-01     1.420000e-02        3.000000e-02   2.700000e-01
## 531      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 532      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 533      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 534      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 535      5.800000e-01     0.000000e+00        0.000000e+00   1.900000e-01
## 536      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 537      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 538      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 539      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 540      0.000000e+00     0.000000e+00        0.000000e+00   1.267536e-01
## 541      2.800000e-01     0.000000e+00        0.000000e+00   1.410000e+00
## 542      0.000000e+00     0.000000e+00        0.000000e+00   9.200000e-01
## 543      0.000000e+00     0.000000e+00        0.000000e+00   1.400000e-01
## 544      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 545      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 546      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 547      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 548      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 549      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 550      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 551      4.000000e-01     0.000000e+00        0.000000e+00   0.000000e+00
## 552      0.000000e+00     0.000000e+00        0.000000e+00   4.100000e-01
## 553      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 554      1.250000e-02     0.000000e+00       -4.336809e-19   0.000000e+00
## 555      4.881500e-01     1.660000e-02        3.000000e-02   2.100000e-01
## 556      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 557      2.400000e-01     0.000000e+00        0.000000e+00   1.600000e-01
## 558      0.000000e+00     0.000000e+00        0.000000e+00   3.171500e-01
## 559      1.829680e-01     0.000000e+00        0.000000e+00   7.700000e-01
## 560      0.000000e+00     0.000000e+00        0.000000e+00   7.800000e-01
## 561      0.000000e+00     1.600000e-01        0.000000e+00   6.600000e-01
## 562      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 563      3.200000e-01     0.000000e+00        0.000000e+00   3.200000e-01
## 564      0.000000e+00     0.000000e+00        0.000000e+00   2.389058e-01
## 565      0.000000e+00     0.000000e+00       -4.293441e-19   3.278805e-01
## 566      0.000000e+00     0.000000e+00       -4.293441e-19   3.278805e-01
## 567      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 568      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 569      0.000000e+00     0.000000e+00        1.700000e-03   2.400000e-01
## 570      4.000000e-01     1.580000e-02        5.000000e-02   1.100000e-01
## 571      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 572      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 573      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 574      0.000000e+00     0.000000e+00        0.000000e+00   5.000000e-01
## 575      0.000000e+00     0.000000e+00        0.000000e+00   1.030000e+00
## 576      0.000000e+00     1.900000e-01        0.000000e+00   9.800000e-01
## 577      0.000000e+00     1.900000e-01        0.000000e+00   9.800000e-01
## 578      0.000000e+00     1.900000e-01        0.000000e+00   9.800000e-01
## 579      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 580      0.000000e+00    -1.022186e-17        0.000000e+00   0.000000e+00
## 581      2.700000e-01     0.000000e+00        1.300000e-01   0.000000e+00
## 582      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 583      0.000000e+00     1.850000e-02        0.000000e+00   0.000000e+00
## 584      2.700000e-01     0.000000e+00        1.300000e-01   0.000000e+00
## 585      0.000000e+00     1.900000e-01        0.000000e+00   9.800000e-01
## 586      2.800000e-01     0.000000e+00        0.000000e+00   0.000000e+00
## 587      0.000000e+00    -9.775167e-18        0.000000e+00   1.663790e-01
## 588      2.300000e-01     0.000000e+00        0.000000e+00   2.300000e-01
## 589      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 590      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 591      0.000000e+00     0.000000e+00        0.000000e+00   3.511133e-01
## 592      0.000000e+00     0.000000e+00        1.390000e-02   2.200000e-01
## 593      0.000000e+00     0.000000e+00        0.000000e+00   6.800000e-01
## 594      3.300000e-01     0.000000e+00        0.000000e+00   0.000000e+00
## 595     -1.099121e-16     0.000000e+00        0.000000e+00   0.000000e+00
## 596      2.200000e-01     0.000000e+00        3.230000e-02   1.100000e-01
## 597      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 598      0.000000e+00     0.000000e+00        0.000000e+00   6.400000e-01
## 599      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 600      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 601      6.000000e-01     1.800000e-02        0.000000e+00   2.100000e-01
## 602      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 603      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 604      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 605      0.000000e+00     0.000000e+00        0.000000e+00   7.700000e-01
## 606      0.000000e+00     0.000000e+00        0.000000e+00   1.240000e+00
## 607      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 608      0.000000e+00     0.000000e+00        0.000000e+00   8.400000e-01
## 609      0.000000e+00     0.000000e+00        0.000000e+00   1.430000e+00
## 610      0.000000e+00     1.770000e-02        0.000000e+00   0.000000e+00
## 611      2.200000e-01     1.100000e-01        3.130000e-02   0.000000e+00
## 612      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 613      3.000000e-01     0.000000e+00        6.530000e-02   1.000000e-01
## 614      2.200000e-01     1.100000e-01        3.130000e-02   0.000000e+00
## 615      5.000000e-01     1.640000e-02        3.000000e-02   2.300000e-01
## 616      4.500000e-01     0.000000e+00        0.000000e+00   4.500000e-01
## 617      0.000000e+00     0.000000e+00        0.000000e+00   5.600000e-01
## 618      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 619      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 620      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 621      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 622      0.000000e+00     0.000000e+00        0.000000e+00   9.400000e-01
## 623      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 624      1.900000e-01     4.100000e-03        9.000000e-02   0.000000e+00
## 625      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 626      1.461686e-01     0.000000e+00        0.000000e+00   9.000000e-02
## 627      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 628      0.000000e+00    -1.056013e-17        0.000000e+00   0.000000e+00
## 629      0.000000e+00     0.000000e+00        0.000000e+00   3.600000e-01
## 630      0.000000e+00     0.000000e+00        4.725000e-03   3.748673e-01
## 631      0.000000e+00     0.000000e+00        0.000000e+00   1.000000e-01
## 632      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 633      5.600000e-01     1.650000e-02        3.000000e-02   2.400000e-01
## 634      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 635      1.700000e-01     0.000000e+00        1.330210e-01   1.700000e-01
## 636      0.000000e+00     0.000000e+00        0.000000e+00   3.200000e-01
## 637      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 638      0.000000e+00     0.000000e+00        0.000000e+00   3.200000e-01
## 639      3.400000e-01     0.000000e+00        0.000000e+00   5.800000e-01
## 640      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 641      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 642      0.000000e+00     0.000000e+00        0.000000e+00   4.200000e-01
## 643      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 644      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 645      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 646      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 647      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 648      0.000000e+00     0.000000e+00        0.000000e+00   2.055983e-01
## 649      1.300000e-01     0.000000e+00        9.133889e-02   1.300000e-01
## 650      0.000000e+00     0.000000e+00        0.000000e+00   4.896757e-01
## 651      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 652      3.080000e-02     0.000000e+00        0.000000e+00   0.000000e+00
## 653      0.000000e+00     0.000000e+00        0.000000e+00   3.200000e-01
## 654      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 655      0.000000e+00     0.000000e+00        0.000000e+00   6.600000e-01
## 656      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 657      0.000000e+00     0.000000e+00        0.000000e+00   3.600000e-01
## 658      0.000000e+00     0.000000e+00        0.000000e+00   3.300000e-01
## 659      1.500000e-01     0.000000e+00        1.500000e-01   1.500000e-01
## 660      9.350000e-02     0.000000e+00        0.000000e+00   0.000000e+00
## 661      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 662      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 663      1.400000e-01     0.000000e+00        1.400000e-01   1.400000e-01
## 664      4.972167e-01     1.680000e-02        2.000000e-02   2.100000e-01
## 665      7.861667e-02     0.000000e+00        0.000000e+00   0.000000e+00
## 666      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 667      0.000000e+00     0.000000e+00        0.000000e+00   2.800000e-01
## 668      0.000000e+00     0.000000e+00        0.000000e+00   3.500000e-01
## 669      5.600000e-01     0.000000e+00        0.000000e+00   2.400000e-01
## 670      2.600000e-01     0.000000e+00        1.300000e-01   2.600000e-01
## 671      0.000000e+00     0.000000e+00        0.000000e+00   2.990730e-01
## 672      1.900000e-01     0.000000e+00        9.000000e-02   0.000000e+00
## 673      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 674      0.000000e+00     0.000000e+00        0.000000e+00   8.000000e-01
## 675      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 676      1.100000e-01     0.000000e+00        0.000000e+00   0.000000e+00
## 677      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 678      0.000000e+00     0.000000e+00        0.000000e+00   4.200000e-01
## 679      0.000000e+00     0.000000e+00        0.000000e+00   1.000000e-01
## 680      1.100000e-01     0.000000e+00        0.000000e+00   0.000000e+00
## 681      3.413000e-01     1.870000e-02        0.000000e+00   3.200000e-01
## 682      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 683      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 684      0.000000e+00     0.000000e+00        0.000000e+00   7.700000e-01
## 685      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 686      1.005357e-01     0.000000e+00        0.000000e+00   4.700000e-01
## 687      5.600000e-01     1.560000e-02        3.000000e-02   2.400000e-01
## 688      4.900000e-01     1.890000e-02        2.635000e-02   5.400000e-01
## 689      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 690      1.198200e-01     0.000000e+00       -4.206704e-19   0.000000e+00
## 691      0.000000e+00     0.000000e+00        0.000000e+00   2.967359e-01
## 692      0.000000e+00     0.000000e+00        0.000000e+00   1.601692e-01
## 693      0.000000e+00     0.000000e+00        0.000000e+00   2.990730e-01
## 694      2.096000e-02     0.000000e+00        0.000000e+00   0.000000e+00
## 695      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 696      3.000000e-01     0.000000e+00        6.530000e-02   1.000000e-01
## 697      0.000000e+00     0.000000e+00        0.000000e+00   8.200000e-01
## 698      4.000000e-01     0.000000e+00        6.040000e-02   0.000000e+00
## 699      3.000000e-01     0.000000e+00        6.530000e-02   1.000000e-01
## 700      4.200000e-01     5.000000e-02        5.000000e-02   0.000000e+00
## 701      0.000000e+00     0.000000e+00        0.000000e+00   1.000000e-01
## 702      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 703      0.000000e+00     0.000000e+00        0.000000e+00   7.100000e-01
## 704      0.000000e+00     0.000000e+00        1.460000e-02   4.900000e-01
## 705      0.000000e+00     0.000000e+00        0.000000e+00   1.000000e-01
## 706      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 707      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 708      1.100000e-01     0.000000e+00        0.000000e+00   1.100000e-01
## 709      4.535714e-02     0.000000e+00        0.000000e+00   3.700000e-01
## 710      0.000000e+00     0.000000e+00        0.000000e+00   4.900000e-01
## 711      4.847000e-01     1.890000e-02        2.425000e-02   5.400000e-01
## 712      0.000000e+00     0.000000e+00        2.323333e-02   4.700000e-01
## 713      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 714      0.000000e+00     0.000000e+00        0.000000e+00   4.700000e-01
## 715      0.000000e+00     0.000000e+00        1.460000e-02   4.900000e-01
## 716      0.000000e+00     0.000000e+00        0.000000e+00   4.700000e-01
## 717      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 718      0.000000e+00     0.000000e+00        0.000000e+00   3.329500e-01
## 719      0.000000e+00     0.000000e+00        0.000000e+00   3.800000e-01
## 720      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 721      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 722      2.000000e-01     0.000000e+00        3.900000e-03   2.000000e-01
## 723      3.000000e-01     0.000000e+00        6.530000e-02   1.000000e-01
## 724      1.600000e-01     0.000000e+00        5.480000e-02   8.200000e-01
## 725      1.600000e-01     0.000000e+00        5.170000e-02   8.200000e-01
## 726      1.020000e-02     0.000000e+00        0.000000e+00   0.000000e+00
## 727      0.000000e+00     0.000000e+00        0.000000e+00   3.200000e-01
## 728      0.000000e+00     0.000000e+00        0.000000e+00   3.900000e-01
## 729      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 730      0.000000e+00     0.000000e+00        0.000000e+00   3.600000e-01
## 731      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 732      2.800000e-01     5.000000e-02        0.000000e+00   0.000000e+00
## 733      1.129875e-01     0.000000e+00        0.000000e+00   6.500000e-01
## 734      2.100000e-01     0.000000e+00        3.680000e-02   1.400000e-01
## 735      0.000000e+00     0.000000e+00        1.590000e-02   0.000000e+00
## 736      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 737      0.000000e+00     0.000000e+00        0.000000e+00   1.450000e+00
## 738      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 739      0.000000e+00     0.000000e+00        0.000000e+00   1.350000e+00
## 740      5.300000e-01     6.100000e-03        0.000000e+00   0.000000e+00
## 741      0.000000e+00     0.000000e+00        0.000000e+00   1.340000e+00
## 742      0.000000e+00     0.000000e+00        0.000000e+00   6.800000e-01
## 743      0.000000e+00     0.000000e+00        0.000000e+00   5.200000e-01
## 744      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 745      4.000000e-01     0.000000e+00        0.000000e+00   0.000000e+00
## 746      1.069792e-01     0.000000e+00        0.000000e+00   3.009025e-01
## 747      2.700000e-01     0.000000e+00        6.100000e-02   9.000000e-02
## 748      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 749      0.000000e+00     0.000000e+00        0.000000e+00   6.800000e-01
## 750      5.100000e-01     1.700000e-01        1.700000e-01   3.400000e-01
## 751      0.000000e+00     0.000000e+00        0.000000e+00   3.207333e-01
## 752      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 753      5.540000e-02     0.000000e+00       -4.250073e-19   0.000000e+00
## 754      0.000000e+00     0.000000e+00        0.000000e+00   9.800000e-01
## 755      1.794405e-01     4.100000e-03        7.000000e-04   0.000000e+00
## 756      1.821333e-01     4.100000e-03        1.600000e-03   0.000000e+00
## 757      1.527405e-01     4.100000e-03        7.000000e-04   0.000000e+00
## 758      0.000000e+00     0.000000e+00        0.000000e+00   3.600000e-01
## 759      1.902667e-01     0.000000e+00        6.040000e-02   0.000000e+00
## 760      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 761      1.775405e-01     4.100000e-03        7.000000e-04   0.000000e+00
## 762      0.000000e+00     0.000000e+00        0.000000e+00   3.800000e-01
## 763      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 764      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 765      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 766      8.000000e-02     2.280000e-02        1.700000e-01   3.500000e-01
## 767      0.000000e+00     0.000000e+00        0.000000e+00   9.400000e-01
## 768      2.250000e-02     0.000000e+00        0.000000e+00   8.900000e-01
## 769      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 770      2.900000e-01     5.000000e-02        0.000000e+00   0.000000e+00
## 771      0.000000e+00     0.000000e+00        0.000000e+00   1.160000e+00
## 772      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 773      0.000000e+00     0.000000e+00        0.000000e+00   4.900000e-01
## 774      0.000000e+00    -1.028691e-17        0.000000e+00   5.200000e-01
## 775      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 776      0.000000e+00     0.000000e+00        0.000000e+00   3.127617e-01
## 777      0.000000e+00     0.000000e+00        0.000000e+00   8.800000e-01
## 778      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 779      2.900000e-01     0.000000e+00        6.170000e-02   9.000000e-02
## 780      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 781      2.900000e-01     5.000000e-02        0.000000e+00   0.000000e+00
## 782      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 783      0.000000e+00     1.770000e-02        0.000000e+00   0.000000e+00
## 784      3.300000e-01     0.000000e+00        0.000000e+00   0.000000e+00
## 785      5.343333e-02     0.000000e+00        0.000000e+00   0.000000e+00
## 786      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 787      3.200000e-01     0.000000e+00        0.000000e+00   0.000000e+00
## 788      0.000000e+00     1.850000e-02        0.000000e+00   0.000000e+00
## 789      0.000000e+00     1.850000e-02        0.000000e+00   0.000000e+00
## 790      0.000000e+00     0.000000e+00        0.000000e+00   3.502133e-01
## 791      3.200000e-01     0.000000e+00        0.000000e+00   0.000000e+00
## 792      0.000000e+00     1.900000e-01        0.000000e+00   9.800000e-01
## 793      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 794      0.000000e+00     1.600000e-01        0.000000e+00   5.000000e-01
## 795      2.200000e-01     1.100000e-01        0.000000e+00   1.100000e-01
## 796      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 797      0.000000e+00     1.770000e-02        0.000000e+00   0.000000e+00
## 798      0.000000e+00     0.000000e+00        0.000000e+00   8.200000e-01
## 799      0.000000e+00     0.000000e+00        0.000000e+00   1.110000e+00
## 800      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 801      2.500000e-01     0.000000e+00        0.000000e+00   1.260000e+00
## 802      7.000000e-02     0.000000e+00        1.400000e-01   0.000000e+00
## 803      1.700000e-01     0.000000e+00        4.510000e-02   2.500000e-01
## 804      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 805      2.800000e-01     0.000000e+00        0.000000e+00   1.410000e+00
## 806      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 807      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 808      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 809      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 810      0.000000e+00     1.170000e-02        0.000000e+00   4.800000e-01
## 811      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 812      0.000000e+00     1.770000e-02        0.000000e+00   0.000000e+00
## 813      1.700000e-01     0.000000e+00        4.510000e-02   2.500000e-01
## 814      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 815      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 816      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 817      4.700000e-01     2.130000e-02        3.000000e-02   2.500000e-01
## 818      0.000000e+00     1.500000e-02        7.500000e-03   0.000000e+00
## 819      0.000000e+00     0.000000e+00        0.000000e+00   1.000000e+00
## 820      0.000000e+00     1.170000e-02        0.000000e+00   4.700000e-01
## 821      0.000000e+00     1.170000e-02        0.000000e+00   4.600000e-01
## 822      0.000000e+00     1.850000e-02        0.000000e+00   0.000000e+00
## 823      0.000000e+00     0.000000e+00        0.000000e+00   2.494015e-01
## 824      0.000000e+00     0.000000e+00        0.000000e+00   6.300000e-01
## 825      0.000000e+00     0.000000e+00        0.000000e+00   2.578015e-01
## 826      2.300000e-01     0.000000e+00        2.810000e-02   1.100000e-01
## 827      0.000000e+00     0.000000e+00        0.000000e+00   7.300000e-01
## 828      0.000000e+00     0.000000e+00        0.000000e+00   1.360000e+00
## 829      5.400000e-01     1.570000e-02        3.000000e-02   2.700000e-01
## 830      5.000000e-01     0.000000e+00        0.000000e+00   3.300000e-01
## 831      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 832      9.000000e-02     7.348750e-02        0.000000e+00   0.000000e+00
## 833      0.000000e+00     0.000000e+00        2.000000e-04   0.000000e+00
## 834      0.000000e+00     0.000000e+00        2.000000e-04   0.000000e+00
## 835      0.000000e+00     0.000000e+00       -4.336809e-19   0.000000e+00
## 836      0.000000e+00     1.000000e-01        0.000000e+00   3.074333e-01
## 837      0.000000e+00     0.000000e+00        0.000000e+00   2.787434e-01
## 838      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 839      0.000000e+00     0.000000e+00        0.000000e+00   9.100000e-01
## 840      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 841      3.200000e-01     0.000000e+00        0.000000e+00   3.200000e-01
## 842      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 843      0.000000e+00     1.400000e-02        0.000000e+00   9.100000e-01
## 844      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 845      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 846      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 847      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 848      3.200000e-01     0.000000e+00        4.766000e-02   1.300000e-01
## 849      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 850      0.000000e+00     0.000000e+00       -4.293441e-19   0.000000e+00
## 851      0.000000e+00     0.000000e+00       -4.250073e-19   0.000000e+00
## 852      0.000000e+00     0.000000e+00        3.063333e-02   0.000000e+00
## 853      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 854      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 855      0.000000e+00     0.000000e+00        0.000000e+00   9.500000e-01
## 856      0.000000e+00     0.000000e+00        0.000000e+00   2.193494e-01
## 857      0.000000e+00     0.000000e+00        0.000000e+00   2.091494e-01
## 858      0.000000e+00     0.000000e+00        5.800000e-03   4.437895e-01
## 859      0.000000e+00     0.000000e+00        0.000000e+00   1.420000e+00
## 860      0.000000e+00     1.480000e-02        0.000000e+00   8.700000e-01
## 861      0.000000e+00     2.000000e-01        0.000000e+00   0.000000e+00
## 862      4.000000e-02     9.000000e-02        0.000000e+00   0.000000e+00
## 863      4.500000e-01     0.000000e+00        2.470000e-02   1.180000e+00
## 864      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 865      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 866      0.000000e+00     0.000000e+00        4.900000e-03   4.635913e-01
## 867      0.000000e+00     0.000000e+00        4.900000e-03   4.635913e-01
## 868      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 869      0.000000e+00     8.300000e-03        0.000000e+00   0.000000e+00
## 870      2.800000e-01     5.000000e-02        0.000000e+00   0.000000e+00
## 871      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 872      3.700000e-01     0.000000e+00        0.000000e+00   3.700000e-01
## 873      0.000000e+00     0.000000e+00        0.000000e+00   4.500000e-01
## 874      5.700000e-01     0.000000e+00        0.000000e+00   1.900000e-01
## 875      0.000000e+00     1.200000e-03        0.000000e+00   0.000000e+00
## 876      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 877      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 878      0.000000e+00     0.000000e+00        0.000000e+00   1.164000e-01
## 879      0.000000e+00     1.170000e-02        0.000000e+00   4.600000e-01
## 880      0.000000e+00     1.170000e-02        0.000000e+00   4.700000e-01
## 881      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 882      7.000000e-02     0.000000e+00        1.500000e-01   0.000000e+00
## 883      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 884      0.000000e+00     0.000000e+00        0.000000e+00   4.067121e-01
## 885      0.000000e+00     1.170000e-02        0.000000e+00   4.700000e-01
## 886      0.000000e+00     1.170000e-02        0.000000e+00   4.700000e-01
## 887      0.000000e+00     0.000000e+00        0.000000e+00   1.340000e+00
## 888      0.000000e+00     0.000000e+00        0.000000e+00   1.330000e+00
## 889      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 890      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 891      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 892      0.000000e+00     0.000000e+00        0.000000e+00   1.330000e+00
## 893      3.868214e-02     0.000000e+00        0.000000e+00   3.600000e-01
## 894      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 895      4.500000e-01     1.800000e-02        3.000000e-02   2.400000e-01
## 896      0.000000e+00     0.000000e+00        0.000000e+00   3.100000e-01
## 897      0.000000e+00     0.000000e+00        0.000000e+00   4.175267e-01
## 898      0.000000e+00     0.000000e+00        0.000000e+00   1.400000e-01
## 899      2.700000e-01     0.000000e+00        0.000000e+00   1.100000e+00
## 900      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 901      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 902      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 903      0.000000e+00     0.000000e+00        0.000000e+00   4.200000e-01
## 904      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 905      1.400000e-01     0.000000e+00        1.540000e-02   4.000000e-02
## 906      5.590000e-02     0.000000e+00        3.300000e-03   0.000000e+00
## 907      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 908      0.000000e+00     0.000000e+00        0.000000e+00   5.300000e-01
## 909      0.000000e+00     0.000000e+00        0.000000e+00   4.893750e-01
## 910      0.000000e+00     0.000000e+00        0.000000e+00   9.800000e-01
## 911      4.945000e-01     1.770000e-02        3.000000e-02   2.100000e-01
## 912      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 913      0.000000e+00    -9.844556e-18        0.000000e+00   0.000000e+00
## 914      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 915      0.000000e+00     0.000000e+00        0.000000e+00   5.400000e-01
## 916      0.000000e+00     0.000000e+00        0.000000e+00   6.500000e-01
## 917      0.000000e+00     0.000000e+00        0.000000e+00   1.170000e+00
## 918      3.200000e-01     0.000000e+00        0.000000e+00   3.200000e-01
## 919      0.000000e+00     0.000000e+00        0.000000e+00   2.500000e-01
## 920      0.000000e+00     0.000000e+00        0.000000e+00   9.900000e-01
## 921      3.200000e-01     0.000000e+00        0.000000e+00   3.200000e-01
## 922      3.200000e-01     0.000000e+00        0.000000e+00   3.200000e-01
## 923      0.000000e+00     0.000000e+00        0.000000e+00   7.800000e-01
## 924      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 925      0.000000e+00     0.000000e+00        0.000000e+00   7.393529e-01
## 926      0.000000e+00     0.000000e+00        0.000000e+00   7.500000e-01
## 927      0.000000e+00     0.000000e+00        0.000000e+00   1.440000e+00
## 928      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 929      0.000000e+00     0.000000e+00        0.000000e+00   7.393529e-01
## 930      0.000000e+00     0.000000e+00        0.000000e+00   8.100000e-01
## 931      5.800000e-01     1.240000e-02        3.000000e-02   2.300000e-01
## 932      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 933      0.000000e+00     0.000000e+00        0.000000e+00   1.230000e+00
## 934      0.000000e+00     0.000000e+00        0.000000e+00   3.254752e-01
## 935      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 936      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 937      4.700000e-01     0.000000e+00       -4.336809e-19   0.000000e+00
## 938      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 939      1.100000e-01     0.000000e+00        0.000000e+00   1.700000e-01
## 940      1.100000e-01     0.000000e+00        0.000000e+00   1.700000e-01
## 941      0.000000e+00     0.000000e+00        0.000000e+00   8.600000e-01
## 942      0.000000e+00     0.000000e+00        0.000000e+00   8.600000e-01
## 943      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 944      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 945      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 946      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 947      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 948      0.000000e+00     0.000000e+00       -4.336809e-19   0.000000e+00
## 949      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 950      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 951      0.000000e+00     0.000000e+00        0.000000e+00   9.000000e-01
## 952      3.200000e-01     0.000000e+00        0.000000e+00   3.200000e-01
## 953      1.700000e-01     0.000000e+00        4.510000e-02   2.500000e-01
## 954      0.000000e+00     0.000000e+00        0.000000e+00   4.391333e-01
## 955      0.000000e+00     0.000000e+00        0.000000e+00   1.693938e-01
## 956      0.000000e+00     0.000000e+00        0.000000e+00   1.693938e-01
## 957      0.000000e+00     0.000000e+00        0.000000e+00   1.693938e-01
## 958      0.000000e+00     0.000000e+00        0.000000e+00   1.400000e+00
## 959     -1.466188e-16     0.000000e+00        0.000000e+00   1.210000e+00
## 960      0.000000e+00     0.000000e+00        0.000000e+00   2.636738e-01
## 961      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 962      0.000000e+00     0.000000e+00        0.000000e+00   7.400000e-01
## 963      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 964      0.000000e+00     0.000000e+00        0.000000e+00   5.000000e-02
## 965      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 966      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 967      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 968      0.000000e+00     0.000000e+00        0.000000e+00   2.700000e-01
## 969      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 970      8.235000e-02     0.000000e+00        0.000000e+00   0.000000e+00
## 971      0.000000e+00     0.000000e+00        0.000000e+00   2.300000e-01
## 972      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 973      0.000000e+00     0.000000e+00        0.000000e+00   2.300000e-01
## 974      0.000000e+00     0.000000e+00        0.000000e+00   5.700000e-01
## 975      0.000000e+00     0.000000e+00        0.000000e+00   9.000000e-01
## 976      0.000000e+00     0.000000e+00        0.000000e+00   7.400000e-01
## 977      0.000000e+00     0.000000e+00        0.000000e+00   2.838750e-01
## 978      0.000000e+00     0.000000e+00        0.000000e+00   1.080000e+00
## 979      0.000000e+00     0.000000e+00        2.140000e-02   0.000000e+00
## 980      0.000000e+00     0.000000e+00        0.000000e+00   6.400000e-01
## 981      0.000000e+00     0.000000e+00        0.000000e+00   5.400000e-01
## 982      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 983      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 984      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 985      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 986      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 987      3.759583e-02     0.000000e+00        0.000000e+00   1.360000e+00
## 988      0.000000e+00     0.000000e+00        0.000000e+00   5.264708e-01
## 989      0.000000e+00     0.000000e+00        0.000000e+00   8.200000e-01
## 990      0.000000e+00     0.000000e+00        0.000000e+00   1.250000e+00
## 991      0.000000e+00     0.000000e+00        0.000000e+00   1.090000e+00
## 992      3.000000e-01     0.000000e+00        6.530000e-02   1.000000e-01
## 993      0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 994      0.000000e+00     0.000000e+00        0.000000e+00   6.200000e-01
## 995      0.000000e+00     0.000000e+00        0.000000e+00   4.100000e-01
## 996      0.000000e+00     0.000000e+00        0.000000e+00   3.786207e-01
## 997      0.000000e+00     0.000000e+00        0.000000e+00   3.786207e-01
## 998      0.000000e+00     0.000000e+00        0.000000e+00   3.786207e-01
## 999      0.000000e+00     0.000000e+00        0.000000e+00   1.290000e+00
## 1000     0.000000e+00     1.260000e-02        0.000000e+00   4.500000e-01
## 1001     0.000000e+00     1.170000e-02        0.000000e+00   4.500000e-01
## 1002     0.000000e+00     1.170000e-02        0.000000e+00   4.500000e-01
## 1003     0.000000e+00     0.000000e+00        0.000000e+00   3.911205e-01
## 1004     1.900000e-01     0.000000e+00        0.000000e+00   0.000000e+00
## 1005     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1006     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1007     0.000000e+00     0.000000e+00        0.000000e+00   3.000000e-01
## 1008     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1009     0.000000e+00     1.290000e-02        0.000000e+00   3.600000e-01
## 1010     1.620000e-02     0.000000e+00        0.000000e+00   3.763763e-01
## 1011     1.620000e-02     0.000000e+00        0.000000e+00   3.701763e-01
## 1012     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1013     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1014     0.000000e+00     1.310000e-02        0.000000e+00   3.700000e-01
## 1015     1.900000e-01     0.000000e+00        0.000000e+00   0.000000e+00
## 1016     0.000000e+00     1.290000e-02        0.000000e+00   3.600000e-01
## 1017     1.500000e-01     0.000000e+00        0.000000e+00   0.000000e+00
## 1018     1.500000e-01     0.000000e+00        0.000000e+00   0.000000e+00
## 1019     6.000000e-02     0.000000e+00        6.229333e-02   0.000000e+00
## 1020    -1.691702e-16     0.000000e+00        0.000000e+00   0.000000e+00
## 1021     1.100000e-01     0.000000e+00        0.000000e+00   1.700000e-01
## 1022     0.000000e+00     0.000000e+00        0.000000e+00   1.190000e+00
## 1023     0.000000e+00     0.000000e+00        0.000000e+00   4.400000e-01
## 1024     0.000000e+00     0.000000e+00        0.000000e+00   7.700000e-01
## 1025     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1026     3.000000e-01     0.000000e+00        6.530000e-02   1.000000e-01
## 1027     0.000000e+00     0.000000e+00        0.000000e+00   8.000000e-01
## 1028     0.000000e+00     0.000000e+00        0.000000e+00   2.060038e-01
## 1029     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1030     5.200000e-01     0.000000e+00        0.000000e+00   1.040000e+00
## 1031     3.200000e-01     0.000000e+00        0.000000e+00   3.200000e-01
## 1032     3.200000e-01     0.000000e+00        0.000000e+00   3.200000e-01
## 1033     1.700000e-01     0.000000e+00        4.510000e-02   2.500000e-01
## 1034     2.900000e-01     5.000000e-02        0.000000e+00   0.000000e+00
## 1035     2.700000e-01     0.000000e+00        0.000000e+00   0.000000e+00
## 1036     0.000000e+00     2.400000e-03        0.000000e+00   4.400000e-01
## 1037     0.000000e+00     0.000000e+00        0.000000e+00   4.369918e-01
## 1038     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1039     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1040     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1041     0.000000e+00     0.000000e+00        8.500000e-03   7.000000e-01
## 1042     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1043     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1044     3.800000e-01     0.000000e+00        0.000000e+00   0.000000e+00
## 1045     0.000000e+00     0.000000e+00        0.000000e+00   4.408711e-01
## 1046     0.000000e+00     0.000000e+00        0.000000e+00   9.700000e-01
## 1047     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1048     0.000000e+00     0.000000e+00        0.000000e+00   1.000000e-01
## 1049     0.000000e+00     0.000000e+00        0.000000e+00   8.000000e-01
## 1050     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1051     0.000000e+00     0.000000e+00        0.000000e+00   1.470000e+00
## 1052     1.100000e-01     0.000000e+00        0.000000e+00   1.700000e-01
## 1053     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1054     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1055     3.000000e-01     6.000000e-02        0.000000e+00   0.000000e+00
## 1056     3.000000e-02     0.000000e+00        0.000000e+00   3.000000e-02
## 1057     0.000000e+00     0.000000e+00        0.000000e+00   4.100000e-01
## 1058     3.200000e-01     0.000000e+00        0.000000e+00   8.000000e-02
## 1059     0.000000e+00     0.000000e+00        0.000000e+00   1.000000e-01
## 1060     0.000000e+00     0.000000e+00        8.500000e-03   2.200000e-01
## 1061     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1062     0.000000e+00     0.000000e+00        0.000000e+00   4.000000e-01
## 1063     0.000000e+00     0.000000e+00        0.000000e+00   3.800000e-01
## 1064     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1065     2.700000e-01     0.000000e+00        0.000000e+00   0.000000e+00
## 1066     0.000000e+00     0.000000e+00        0.000000e+00   1.360000e+00
## 1067     1.900000e-03     0.000000e+00        0.000000e+00   0.000000e+00
## 1068     0.000000e+00     0.000000e+00        0.000000e+00   8.100000e-01
## 1069     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1070     1.900000e-01     0.000000e+00        0.000000e+00   0.000000e+00
## 1071     0.000000e+00     0.000000e+00        0.000000e+00   1.441862e-02
## 1072     2.900000e-01     5.000000e-02        0.000000e+00   0.000000e+00
## 1073     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1074     0.000000e+00     0.000000e+00        0.000000e+00   8.000000e-01
## 1075     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1076     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1077     3.100000e-01     0.000000e+00        0.000000e+00   3.100000e-01
## 1078     0.000000e+00     0.000000e+00        8.500000e-03   6.900000e-01
## 1079     0.000000e+00     0.000000e+00        0.000000e+00   8.764500e-01
## 1080     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1081     0.000000e+00     0.000000e+00        0.000000e+00   4.056618e-01
## 1082     0.000000e+00     0.000000e+00        0.000000e+00   2.200000e-01
## 1083     1.400000e-01     0.000000e+00        0.000000e+00   0.000000e+00
## 1084     1.400000e-01     0.000000e+00        7.000000e-02   0.000000e+00
## 1085     3.100000e-01     0.000000e+00        0.000000e+00   3.100000e-01
## 1086     3.100000e-01     0.000000e+00        0.000000e+00   3.100000e-01
## 1087     2.900000e-01     5.000000e-02        0.000000e+00   0.000000e+00
## 1088     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1089     0.000000e+00     0.000000e+00        0.000000e+00   4.100000e-01
## 1090     2.511938e-01     0.000000e+00        1.700000e-01   8.000000e-02
## 1091     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1092     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1093     1.700000e-01     1.700000e-01        0.000000e+00   0.000000e+00
## 1094     1.700000e-01     1.700000e-01        0.000000e+00   0.000000e+00
## 1095     0.000000e+00     0.000000e+00        0.000000e+00   6.900000e-01
## 1096     0.000000e+00     0.000000e+00        0.000000e+00   8.700000e-01
## 1097     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1098     0.000000e+00    -9.402201e-18       -4.336809e-19   4.000000e-01
## 1099     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1100     2.200000e-01     0.000000e+00        4.110000e-02   4.400000e-01
## 1101     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1102     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1103     0.000000e+00     0.000000e+00        0.000000e+00   1.400000e-01
## 1104     0.000000e+00     0.000000e+00        0.000000e+00   3.700000e-01
## 1105    -1.566108e-16     0.000000e+00        0.000000e+00   0.000000e+00
## 1106     0.000000e+00     0.000000e+00        0.000000e+00   7.200000e-01
## 1107     0.000000e+00     0.000000e+00        0.000000e+00   5.400000e-01
## 1108     0.000000e+00     0.000000e+00       -4.293441e-19   2.160991e-01
## 1109     0.000000e+00     0.000000e+00        0.000000e+00   4.800000e-01
## 1110     0.000000e+00     0.000000e+00        0.000000e+00   9.800000e-01
## 1111     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1112     0.000000e+00     0.000000e+00        0.000000e+00   2.334481e-01
## 1113     0.000000e+00     0.000000e+00        0.000000e+00   3.000000e-01
## 1114     0.000000e+00     0.000000e+00        0.000000e+00   1.330000e+00
## 1115     6.100000e-01     2.240000e-02        2.605000e-02   5.100000e-01
## 1116     0.000000e+00     0.000000e+00        0.000000e+00   3.000000e-01
## 1117     0.000000e+00     6.700000e-03        0.000000e+00   5.800000e-01
## 1118     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1119     3.000000e-01     0.000000e+00        0.000000e+00   3.000000e-01
## 1120     3.000000e-01     0.000000e+00        0.000000e+00   3.000000e-01
## 1121     5.900000e-01     0.000000e+00        0.000000e+00   0.000000e+00
## 1122     5.000000e-01     1.210000e-02        2.000000e-02   3.300000e-01
## 1123     0.000000e+00     6.700000e-03        0.000000e+00   5.800000e-01
## 1124     3.000000e-01     0.000000e+00        0.000000e+00   3.000000e-01
## 1125     3.000000e-01     0.000000e+00        0.000000e+00   3.000000e-01
## 1126     0.000000e+00     0.000000e+00        0.000000e+00   7.100000e-01
## 1127     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1128     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1129     0.000000e+00     0.000000e+00        0.000000e+00   4.800000e-01
## 1130     0.000000e+00     0.000000e+00        0.000000e+00   4.800000e-01
## 1131     2.609938e-01     0.000000e+00        1.700000e-01   8.000000e-02
## 1132     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1133     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1134     0.000000e+00     0.000000e+00        0.000000e+00   8.700000e-01
## 1135     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1136     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1137     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1138     1.700000e-01     1.700000e-01        0.000000e+00   0.000000e+00
## 1139     0.000000e+00     0.000000e+00        0.000000e+00   7.900000e-01
## 1140     5.700000e-01     2.010000e-02        0.000000e+00   1.000000e-01
## 1141     0.000000e+00     0.000000e+00        9.000000e-04   3.600000e-01
## 1142     1.700000e-01     1.700000e-01        0.000000e+00   0.000000e+00
## 1143     1.130000e-02     0.000000e+00        0.000000e+00   0.000000e+00
## 1144     0.000000e+00     0.000000e+00        0.000000e+00   3.600000e-01
## 1145     0.000000e+00     9.300000e-03        0.000000e+00   3.700000e-01
## 1146     4.900000e-03     0.000000e+00        0.000000e+00   0.000000e+00
## 1147     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1148     1.900000e-01     0.000000e+00        0.000000e+00   0.000000e+00
## 1149     0.000000e+00     0.000000e+00        0.000000e+00   3.800000e-01
## 1150     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1151     4.900000e-01     0.000000e+00        0.000000e+00   4.900000e-01
## 1152     0.000000e+00     0.000000e+00        0.000000e+00   3.800000e-01
## 1153     2.500000e-01     0.000000e+00        1.200000e-01   0.000000e+00
## 1154     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1155     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1156     0.000000e+00     0.000000e+00        0.000000e+00   4.006268e-01
## 1157     1.900000e-01     0.000000e+00        0.000000e+00   0.000000e+00
## 1158     0.000000e+00     0.000000e+00        0.000000e+00   4.006268e-01
## 1159     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1160     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1161     0.000000e+00     0.000000e+00        0.000000e+00   9.600000e-01
## 1162     5.700000e-01     1.820000e-02        0.000000e+00   1.000000e-01
## 1163     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1164     0.000000e+00     0.000000e+00        0.000000e+00   1.060000e+00
## 1165     0.000000e+00     0.000000e+00        0.000000e+00   4.100000e-01
## 1166     5.500000e-01     0.000000e+00        0.000000e+00   5.500000e-01
## 1167     5.500000e-01     0.000000e+00        0.000000e+00   5.500000e-01
## 1168     0.000000e+00     7.400000e-03        0.000000e+00   3.700000e-01
## 1169     0.000000e+00     0.000000e+00        0.000000e+00   3.400000e-01
## 1170     1.200000e-01     0.000000e+00        9.400000e-03   0.000000e+00
## 1171     2.300000e-01     0.000000e+00        6.000000e-04   2.300000e-01
## 1172     5.800000e-01     2.080000e-02        0.000000e+00   2.600000e-01
## 1173     4.500000e-01     0.000000e+00        0.000000e+00   4.500000e-01
## 1174     0.000000e+00     0.000000e+00        0.000000e+00   1.230000e+00
## 1175     0.000000e+00     0.000000e+00        0.000000e+00   1.230000e+00
## 1176     0.000000e+00     0.000000e+00        0.000000e+00   1.230000e+00
## 1177     9.000000e-02     0.000000e+00        0.000000e+00   0.000000e+00
## 1178     0.000000e+00     0.000000e+00        1.010000e-02   6.800000e-01
## 1179     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1180     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1181     1.200000e-01     0.000000e+00        9.400000e-03   0.000000e+00
## 1182     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1183     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1184     6.000000e-01     0.000000e+00        0.000000e+00   0.000000e+00
## 1185     0.000000e+00     0.000000e+00        0.000000e+00   9.200000e-01
## 1186     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1187     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1188     0.000000e+00     0.000000e+00        0.000000e+00   4.900000e-01
## 1189     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1190     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1191     5.600000e-01     0.000000e+00        0.000000e+00   5.600000e-01
## 1192     2.300000e-01     0.000000e+00        0.000000e+00   0.000000e+00
## 1193     3.344643e-02     0.000000e+00       -4.336809e-19   0.000000e+00
## 1194     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1195     3.344643e-02     0.000000e+00       -4.336809e-19   0.000000e+00
## 1196     0.000000e+00     0.000000e+00        0.000000e+00   4.800000e-01
## 1197     3.600000e-01     0.000000e+00        0.000000e+00   0.000000e+00
## 1198     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1199     0.000000e+00     0.000000e+00        0.000000e+00   4.700000e-01
## 1200     0.000000e+00     0.000000e+00        0.000000e+00   4.700000e-01
## 1201     5.200000e-01     1.690000e-02        0.000000e+00   2.300000e-01
## 1202     0.000000e+00     0.000000e+00        0.000000e+00   8.191461e-02
## 1203     3.000000e-01     0.000000e+00        6.530000e-02   1.000000e-01
## 1204     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1205     5.600000e-01     0.000000e+00        0.000000e+00   5.600000e-01
## 1206     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1207     3.344643e-02     0.000000e+00       -4.336809e-19   0.000000e+00
## 1208     0.000000e+00     0.000000e+00        0.000000e+00   6.873845e-02
## 1209     5.800000e-01     1.810000e-02        0.000000e+00   2.600000e-01
## 1210     0.000000e+00     0.000000e+00        0.000000e+00   8.100000e-01
## 1211     4.700000e-01     0.000000e+00        0.000000e+00   2.300000e-01
## 1212     0.000000e+00     0.000000e+00        1.600000e-03   0.000000e+00
## 1213     4.487274e-02     0.000000e+00       -4.336809e-19   0.000000e+00
## 1214     2.900000e-01     0.000000e+00        0.000000e+00   0.000000e+00
## 1215     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1216     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1217     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1218     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1219     5.200000e-01     1.580000e-02        0.000000e+00   2.300000e-01
## 1220     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1221     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1222     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1223     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1224     0.000000e+00     0.000000e+00       -4.293441e-19   3.000000e-01
## 1225     0.000000e+00     0.000000e+00        0.000000e+00   6.200000e-01
## 1226     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1227     5.700000e-01     1.930000e-02        0.000000e+00   2.600000e-01
## 1228     4.147274e-02     0.000000e+00       -4.336809e-19   0.000000e+00
## 1229     0.000000e+00     0.000000e+00        2.700000e-03   6.300000e-01
## 1230     5.600000e-01     0.000000e+00        0.000000e+00   5.600000e-01
## 1231     4.147274e-02     0.000000e+00       -4.336809e-19   0.000000e+00
## 1232     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1233     5.200000e-01     1.700000e-01        0.000000e+00   8.000000e-02
## 1234     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1235     0.000000e+00     0.000000e+00        0.000000e+00   8.800000e-01
## 1236     1.200000e-01     0.000000e+00        0.000000e+00   0.000000e+00
## 1237     1.900000e-01     4.100000e-03        9.000000e-02   0.000000e+00
## 1238     0.000000e+00    -1.030859e-17        0.000000e+00   0.000000e+00
## 1239     0.000000e+00     0.000000e+00        0.000000e+00   3.600000e-01
## 1240     0.000000e+00     0.000000e+00        0.000000e+00   4.500000e-01
## 1241     9.000000e-02     7.100000e-03        0.000000e+00   5.800000e-01
## 1242     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1243     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1244     0.000000e+00     0.000000e+00       -4.293441e-19   8.000000e-01
## 1245     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1246     0.000000e+00     0.000000e+00        0.000000e+00   1.250000e+00
## 1247     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1248     0.000000e+00     0.000000e+00        0.000000e+00   1.410000e+00
## 1249     5.500000e-01     0.000000e+00        0.000000e+00   5.500000e-01
## 1250     1.253000e-01     0.000000e+00        0.000000e+00   0.000000e+00
## 1251     8.450000e-02     0.000000e+00        0.000000e+00   0.000000e+00
## 1252     1.253000e-01     0.000000e+00        0.000000e+00   0.000000e+00
## 1253     5.170000e-02     0.000000e+00        0.000000e+00   2.755873e-01
## 1254     3.400000e-01     0.000000e+00        0.000000e+00   5.800000e-01
## 1255     0.000000e+00     0.000000e+00        0.000000e+00   1.957607e-01
## 1256     6.683333e-02     0.000000e+00        0.000000e+00   1.300000e+00
## 1257     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1258     0.000000e+00     0.000000e+00        0.000000e+00   3.020750e-01
## 1259     0.000000e+00     0.000000e+00        0.000000e+00   6.400000e-01
## 1260     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1261     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1262     1.179800e-01     0.000000e+00        0.000000e+00   0.000000e+00
## 1263     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1264     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1265     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1266     0.000000e+00     0.000000e+00        0.000000e+00   5.900000e-01
## 1267     3.000000e-01     0.000000e+00        6.530000e-02   1.000000e-01
## 1268     0.000000e+00     0.000000e+00        0.000000e+00   3.408877e-01
## 1269     3.000000e-01     0.000000e+00        6.530000e-02   1.000000e-01
## 1270     0.000000e+00     0.000000e+00        0.000000e+00   8.700000e-01
## 1271     8.605556e-03     0.000000e+00        0.000000e+00   0.000000e+00
## 1272     0.000000e+00     0.000000e+00        0.000000e+00   1.050000e+00
## 1273     2.900000e-01     5.000000e-02        0.000000e+00   0.000000e+00
## 1274     0.000000e+00     0.000000e+00        0.000000e+00   8.700000e-01
## 1275     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1276     0.000000e+00     0.000000e+00        3.033333e-02   0.000000e+00
## 1277     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1278     1.200000e-01     0.000000e+00        1.110000e-02   0.000000e+00
## 1279     1.200000e-01     0.000000e+00        1.110000e-02   0.000000e+00
## 1280     3.800000e-01     0.000000e+00        5.540000e-02   0.000000e+00
## 1281     4.100000e-01     0.000000e+00        5.310000e-02   0.000000e+00
## 1282     0.000000e+00     0.000000e+00        0.000000e+00   9.200000e-01
## 1283     0.000000e+00     0.000000e+00        0.000000e+00   1.130000e+00
## 1284     2.900000e-01     5.000000e-02        0.000000e+00   0.000000e+00
## 1285     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1286     3.100000e-01     0.000000e+00        5.400000e-02   0.000000e+00
## 1287     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1288     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1289     2.000000e-01     0.000000e+00        0.000000e+00   0.000000e+00
## 1290     0.000000e+00     0.000000e+00        0.000000e+00   3.900000e-01
## 1291     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1292     0.000000e+00     0.000000e+00       -4.336809e-19   0.000000e+00
## 1293     0.000000e+00     3.600000e-03       -4.336809e-19   8.000000e-01
## 1294     0.000000e+00     0.000000e+00        0.000000e+00   3.338984e-01
## 1295     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1296     0.000000e+00     0.000000e+00        0.000000e+00   1.110000e+00
## 1297     4.000000e-01     0.000000e+00        0.000000e+00   3.182417e-01
## 1298     0.000000e+00     0.000000e+00        8.000000e-04   0.000000e+00
## 1299     0.000000e+00     0.000000e+00        0.000000e+00   1.170000e+00
## 1300     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1301     0.000000e+00     0.000000e+00        0.000000e+00   8.000000e-01
## 1302     0.000000e+00     0.000000e+00        0.000000e+00   8.000000e-01
## 1303     5.900000e-01     0.000000e+00        0.000000e+00   5.900000e-01
## 1304     1.700000e-01     0.000000e+00        5.260000e-02   7.800000e-01
## 1305     0.000000e+00     0.000000e+00        0.000000e+00   1.000000e-01
## 1306     0.000000e+00     0.000000e+00        0.000000e+00   2.200000e-01
## 1307     0.000000e+00     0.000000e+00        3.033333e-02   0.000000e+00
## 1308     0.000000e+00     0.000000e+00        0.000000e+00   4.900000e-01
## 1309     0.000000e+00     0.000000e+00        0.000000e+00   6.500000e-01
## 1310     0.000000e+00     0.000000e+00        0.000000e+00   1.250000e+00
## 1311     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1312     2.900000e-01     0.000000e+00        1.700000e-03   1.160000e+00
## 1313     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1314     3.800000e-01     2.110000e-02        1.300000e-01   1.900000e-01
## 1315     3.800000e-01     2.110000e-02        1.300000e-01   1.900000e-01
## 1316     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1317     0.000000e+00    -1.022186e-17        0.000000e+00   0.000000e+00
## 1318     0.000000e+00     0.000000e+00        0.000000e+00   1.700000e-01
## 1319     2.101400e-01     0.000000e+00        8.550000e-02   0.000000e+00
## 1320     2.700000e-01     0.000000e+00        0.000000e+00   2.700000e-01
## 1321     0.000000e+00     1.900000e-01        0.000000e+00   9.800000e-01
## 1322     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1323     2.130583e-01     1.720000e-02        3.000000e-02   3.000000e-02
## 1324     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1325     0.000000e+00     0.000000e+00        0.000000e+00   7.800000e-01
## 1326     0.000000e+00     0.000000e+00        0.000000e+00   3.214500e-01
## 1327     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1328     0.000000e+00     1.600000e-01        0.000000e+00   6.400000e-01
## 1329     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1330     0.000000e+00     0.000000e+00        0.000000e+00   3.000000e-01
## 1331     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1332     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1333     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1334     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1335     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1336     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1337     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1338     2.123750e-02     0.000000e+00        0.000000e+00   3.800000e-01
## 1339     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1340     0.000000e+00    -9.102961e-18        0.000000e+00   0.000000e+00
## 1341     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1342     0.000000e+00     0.000000e+00        0.000000e+00   1.330000e+00
## 1343     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1344     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1345     0.000000e+00     1.850000e-02        0.000000e+00   0.000000e+00
## 1346     6.100000e-01     0.000000e+00        0.000000e+00   6.100000e-01
## 1347     6.100000e-01     0.000000e+00        0.000000e+00   6.100000e-01
## 1348     0.000000e+00    -9.961650e-18        0.000000e+00   0.000000e+00
## 1349     7.895333e-02     1.300000e-01        0.000000e+00   0.000000e+00
## 1350     9.000000e-02     7.428750e-02        0.000000e+00   0.000000e+00
## 1351     0.000000e+00     0.000000e+00        0.000000e+00   2.578167e-01
## 1352     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1353     0.000000e+00     0.000000e+00        2.000000e-04   0.000000e+00
## 1354     0.000000e+00     1.100000e-01        0.000000e+00   3.846167e-01
## 1355     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1356     0.000000e+00     0.000000e+00        0.000000e+00   5.700000e-01
## 1357     0.000000e+00     1.400000e-02        0.000000e+00   9.100000e-01
## 1358     5.418333e-01     1.390000e-02        3.000000e-02   2.300000e-01
## 1359     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1360     0.000000e+00     1.400000e-02        0.000000e+00   9.100000e-01
## 1361     1.700000e-01     0.000000e+00        4.510000e-02   2.500000e-01
## 1362     1.900000e-01     0.000000e+00        0.000000e+00   0.000000e+00
## 1363     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1364     0.000000e+00     1.530000e-02        0.000000e+00   9.100000e-01
## 1365     0.000000e+00     0.000000e+00        0.000000e+00   1.260000e+00
## 1366     0.000000e+00     0.000000e+00        0.000000e+00   4.522375e-02
## 1367     0.000000e+00     8.000000e-02        0.000000e+00   3.026083e-01
## 1368     0.000000e+00     8.000000e-02        0.000000e+00   3.037083e-01
## 1369     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1370     0.000000e+00     0.000000e+00        0.000000e+00   1.250000e+00
## 1371     0.000000e+00     1.480000e-02        0.000000e+00   8.700000e-01
## 1372     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1373     0.000000e+00     0.000000e+00        3.900000e-03   1.110000e+00
## 1374     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1375     0.000000e+00     0.000000e+00        1.600000e-01   1.140000e+00
## 1376     0.000000e+00     3.600000e-03        0.000000e+00   2.750975e-01
## 1377     0.000000e+00     0.000000e+00        0.000000e+00   9.600000e-01
## 1378     0.000000e+00     0.000000e+00        0.000000e+00   2.429009e-01
## 1379     0.000000e+00     0.000000e+00        0.000000e+00   3.800000e-01
## 1380     4.200000e-01     0.000000e+00        0.000000e+00   0.000000e+00
## 1381     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1382     1.800000e-01     0.000000e+00        0.000000e+00   1.120000e+00
## 1383     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1384     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1385     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1386     4.200000e-01     1.550000e-02        3.000000e-02   2.600000e-01
## 1387     0.000000e+00     0.000000e+00        0.000000e+00   6.700000e-01
## 1388     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1389     0.000000e+00     0.000000e+00        0.000000e+00   2.148037e-02
## 1390     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1391     0.000000e+00     0.000000e+00        0.000000e+00   1.400000e-01
## 1392     6.000000e-01     0.000000e+00        0.000000e+00   6.000000e-01
## 1393     4.300000e-01     0.000000e+00        0.000000e+00   3.742821e-01
## 1394     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1395     0.000000e+00     0.000000e+00        0.000000e+00   5.800000e-01
## 1396     0.000000e+00     0.000000e+00        0.000000e+00   2.400000e-01
## 1397     0.000000e+00     0.000000e+00        0.000000e+00   6.600000e-01
## 1398     6.186528e-02     0.000000e+00        0.000000e+00   0.000000e+00
## 1399     6.618000e-02     0.000000e+00        4.300000e-03   0.000000e+00
## 1400     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1401     0.000000e+00     0.000000e+00        0.000000e+00   2.386794e-01
## 1402     0.000000e+00     0.000000e+00        0.000000e+00   2.600000e-01
## 1403    -2.101097e-16     0.000000e+00        0.000000e+00   0.000000e+00
## 1404     0.000000e+00     0.000000e+00        0.000000e+00   5.000000e-01
## 1405     2.500000e-01     0.000000e+00        0.000000e+00   0.000000e+00
## 1406     0.000000e+00     0.000000e+00        0.000000e+00   7.000000e-01
## 1407     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1408     5.180000e-02     0.000000e+00        3.300000e-03   0.000000e+00
## 1409     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1410     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1411     5.400000e-01     2.010000e-02        0.000000e+00   1.600000e-01
## 1412     0.000000e+00     0.000000e+00        0.000000e+00   3.834240e-01
## 1413     0.000000e+00     0.000000e+00        0.000000e+00   1.400000e+00
## 1414     0.000000e+00    -9.844556e-18        0.000000e+00   0.000000e+00
## 1415     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1416     1.400000e-01     0.000000e+00        0.000000e+00   0.000000e+00
## 1417     0.000000e+00     8.600000e-03        0.000000e+00   0.000000e+00
## 1418     3.000000e-01     0.000000e+00        6.530000e-02   1.000000e-01
## 1419     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1420     0.000000e+00     0.000000e+00        0.000000e+00   1.290000e+00
## 1421     2.500000e-03     0.000000e+00        0.000000e+00   0.000000e+00
## 1422     3.730000e-02     0.000000e+00        3.200000e-03   0.000000e+00
## 1423     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1424     1.700000e-01     0.000000e+00        4.510000e-02   2.500000e-01
## 1425     0.000000e+00     0.000000e+00        0.000000e+00   3.310300e-02
## 1426     0.000000e+00     0.000000e+00        0.000000e+00   2.391554e-01
## 1427     5.600000e-01     1.800000e-02        0.000000e+00   1.700000e-01
## 1428     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1429     1.900000e-01     0.000000e+00        0.000000e+00   0.000000e+00
## 1430     0.000000e+00     0.000000e+00        0.000000e+00   3.100000e-01
## 1431     0.000000e+00     0.000000e+00        0.000000e+00   9.600000e-01
## 1432     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1433     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1434     0.000000e+00    -9.740472e-18        0.000000e+00   0.000000e+00
## 1435     0.000000e+00     0.000000e+00        0.000000e+00   4.000000e-01
## 1436     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1437     0.000000e+00     0.000000e+00        0.000000e+00   2.500000e-01
## 1438     3.100000e-01     2.290000e-02        0.000000e+00   3.800000e-01
## 1439     4.700000e-01     0.000000e+00        0.000000e+00   0.000000e+00
## 1440     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1441     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1442     3.300000e-01     0.000000e+00        0.000000e+00   1.010000e+00
## 1443     0.000000e+00     0.000000e+00        0.000000e+00   9.700000e-01
## 1444     3.500000e-01     7.000000e-02        0.000000e+00   0.000000e+00
## 1445     6.000000e-01     0.000000e+00        0.000000e+00   6.000000e-01
## 1446     1.000000e-01     0.000000e+00        1.000000e-01   4.000000e-01
## 1447     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1448     5.126333e-01     1.090000e-02        3.000000e-02   2.300000e-01
## 1449     2.000000e-01     0.000000e+00        4.200000e-02   6.000000e-01
## 1450     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1451     1.900000e-01     4.100000e-03        9.000000e-02   0.000000e+00
## 1452     0.000000e+00     0.000000e+00        0.000000e+00   1.420000e+00
## 1453     3.000000e-01     0.000000e+00        6.900000e-02   3.000000e-01
## 1454     0.000000e+00     0.000000e+00        0.000000e+00   5.600000e-01
## 1455     0.000000e+00     0.000000e+00        0.000000e+00   6.600000e-01
## 1456     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1457     0.000000e+00     0.000000e+00        0.000000e+00   2.500000e-01
## 1458     0.000000e+00     0.000000e+00        0.000000e+00   5.921862e-02
## 1459     0.000000e+00     0.000000e+00        0.000000e+00   2.105522e-01
## 1460     0.000000e+00     0.000000e+00        0.000000e+00   3.038451e-01
## 1461     0.000000e+00     0.000000e+00        0.000000e+00   2.645429e-01
## 1462     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1463     0.000000e+00     0.000000e+00        0.000000e+00   1.260000e+00
## 1464     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1465     5.200000e-01     2.090000e-02        2.725000e-02   7.200000e-01
## 1466     0.000000e+00     0.000000e+00        0.000000e+00   2.414679e-01
## 1467     1.482333e-01     0.000000e+00        0.000000e+00   0.000000e+00
## 1468     1.300833e-01     0.000000e+00        0.000000e+00   2.900000e-01
## 1469     0.000000e+00     0.000000e+00        0.000000e+00   2.000000e-01
## 1470     1.900000e-01     0.000000e+00        0.000000e+00   0.000000e+00
## 1471     0.000000e+00     0.000000e+00        0.000000e+00   3.800000e-01
## 1472     0.000000e+00     0.000000e+00        0.000000e+00   1.600000e-01
## 1473     2.016000e-02     0.000000e+00        0.000000e+00   0.000000e+00
## 1474     1.391833e-01     0.000000e+00        0.000000e+00   3.000000e-01
## 1475     2.500000e-01     0.000000e+00        0.000000e+00   1.500000e-01
## 1476     2.900000e-01     0.000000e+00        6.720000e-02   9.000000e-02
## 1477     0.000000e+00     0.000000e+00        0.000000e+00   1.220000e+00
## 1478     0.000000e+00     0.000000e+00        0.000000e+00   2.052220e-01
## 1479     0.000000e+00     0.000000e+00        0.000000e+00   7.000000e-01
## 1480     1.700000e-01     8.000000e-02        6.625000e-02   8.600000e-01
## 1481     1.700000e-01     0.000000e+00        2.800000e-02   3.400000e-01
## 1482     0.000000e+00     0.000000e+00        0.000000e+00   3.500000e-01
## 1483     0.000000e+00     0.000000e+00        0.000000e+00   2.300000e-01
## 1484     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1485     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1486     0.000000e+00     0.000000e+00        0.000000e+00   1.080000e+00
## 1487     4.000000e-01     8.000000e-02        0.000000e+00   0.000000e+00
## 1488     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1489     0.000000e+00     0.000000e+00        0.000000e+00   3.800000e-01
## 1490     1.900000e-01     0.000000e+00        9.000000e-02   2.900000e-01
## 1491     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1492     0.000000e+00     0.000000e+00        0.000000e+00   4.100000e-01
## 1493     0.000000e+00     0.000000e+00        0.000000e+00   8.600000e-01
## 1494     0.000000e+00     0.000000e+00        0.000000e+00   1.050000e+00
## 1495     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1496     0.000000e+00     0.000000e+00        0.000000e+00   1.250000e+00
## 1497     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1498     3.360000e-02     0.000000e+00        0.000000e+00   0.000000e+00
## 1499     0.000000e+00     0.000000e+00        0.000000e+00   4.700000e-01
## 1500     0.000000e+00     0.000000e+00        0.000000e+00   4.700000e-01
## 1501     0.000000e+00     0.000000e+00        0.000000e+00   4.900000e-01
## 1502     0.000000e+00     0.000000e+00        0.000000e+00   1.190000e+00
## 1503     0.000000e+00     0.000000e+00        0.000000e+00   2.060038e-01
## 1504     1.000000e-01     0.000000e+00        0.000000e+00   3.800000e-01
## 1505     8.150000e-02     0.000000e+00        0.000000e+00   0.000000e+00
## 1506     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1507     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1508     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1509     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1510     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1511     0.000000e+00     0.000000e+00        0.000000e+00   8.000000e-01
## 1512     0.000000e+00    -1.043002e-17        0.000000e+00   0.000000e+00
## 1513     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1514     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1515     0.000000e+00     0.000000e+00        0.000000e+00   1.360000e+00
## 1516     2.800000e-01     0.000000e+00        0.000000e+00   0.000000e+00
## 1517     0.000000e+00     0.000000e+00        0.000000e+00   2.500000e-01
## 1518     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1519     0.000000e+00    -5.980459e-18        0.000000e+00   0.000000e+00
## 1520     0.000000e+00     0.000000e+00        0.000000e+00   4.100000e-01
## 1521     0.000000e+00     0.000000e+00        0.000000e+00   9.000000e-01
## 1522     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1523     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1524     1.400000e-01     0.000000e+00        0.000000e+00   1.120000e+00
## 1525     0.000000e+00     0.000000e+00        0.000000e+00   9.000000e-01
## 1526     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1527     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1528     0.000000e+00     0.000000e+00        0.000000e+00   1.348327e-01
## 1529     0.000000e+00     0.000000e+00        0.000000e+00   8.200000e-01
## 1530     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1531     0.000000e+00     0.000000e+00       -4.336809e-19   0.000000e+00
## 1532     0.000000e+00     0.000000e+00        4.000000e-03   1.260000e+00
## 1533     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1534     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1535     3.000000e-01     0.000000e+00        1.430000e-02   6.100000e-01
## 1536     0.000000e+00     0.000000e+00        0.000000e+00   5.993955e-02
## 1537     0.000000e+00     0.000000e+00        1.600000e-01   3.200000e-01
## 1538     0.000000e+00     0.000000e+00        0.000000e+00   5.993955e-02
## 1539     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1540     3.413000e-01     1.870000e-02        0.000000e+00   3.200000e-01
## 1541     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1542     0.000000e+00     0.000000e+00        0.000000e+00   5.600000e-01
## 1543     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1544     0.000000e+00     0.000000e+00        0.000000e+00   5.400000e-01
## 1545     0.000000e+00     0.000000e+00        0.000000e+00   8.200000e-01
## 1546     4.100000e-01     0.000000e+00        0.000000e+00   0.000000e+00
## 1547     0.000000e+00     0.000000e+00        1.400000e-01   2.900000e-01
## 1548     0.000000e+00     0.000000e+00        2.760000e-02   2.900000e-01
## 1549     1.700000e-01     1.700000e-01        0.000000e+00   0.000000e+00
## 1550     1.830000e-01     0.000000e+00        0.000000e+00   4.400000e-01
## 1551     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1552     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1553     0.000000e+00     0.000000e+00        0.000000e+00   4.400000e-01
## 1554     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1555     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1556     0.000000e+00     0.000000e+00        0.000000e+00   1.549706e-02
## 1557     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1558     0.000000e+00     0.000000e+00        0.000000e+00   8.100000e-01
## 1559     0.000000e+00     0.000000e+00        0.000000e+00   7.900000e-01
## 1560     1.600000e-01     0.000000e+00        0.000000e+00   0.000000e+00
## 1561     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1562     3.900000e-01     0.000000e+00        0.000000e+00   5.800000e-01
## 1563     0.000000e+00     0.000000e+00        0.000000e+00   7.300000e-01
## 1564     0.000000e+00     0.000000e+00        0.000000e+00   6.895979e-02
## 1565     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1566     0.000000e+00     0.000000e+00        0.000000e+00   2.736101e-01
## 1567     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1568     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1569     1.900000e-01     0.000000e+00        0.000000e+00   6.900000e-01
## 1570     0.000000e+00     0.000000e+00        0.000000e+00   6.600000e-01
## 1571     0.000000e+00    -9.701441e-18        0.000000e+00   1.070000e+00
## 1572     0.000000e+00     0.000000e+00        0.000000e+00   2.200000e-01
## 1573     0.000000e+00     0.000000e+00        0.000000e+00   4.700000e-01
## 1574     2.000000e-01     0.000000e+00        0.000000e+00   2.000000e-01
## 1575     0.000000e+00     0.000000e+00        0.000000e+00   2.200000e-01
## 1576     0.000000e+00     0.000000e+00        0.000000e+00   6.769315e-02
## 1577     3.800000e-01     0.000000e+00        6.350000e-02   1.900000e-01
## 1578     0.000000e+00     3.800000e-03        0.000000e+00   0.000000e+00
## 1579     1.700000e-01     0.000000e+00        5.900000e-02   6.200000e-01
## 1580     0.000000e+00     0.000000e+00        0.000000e+00   1.300000e-01
## 1581     0.000000e+00     0.000000e+00        0.000000e+00   4.100000e-01
## 1582     0.000000e+00     0.000000e+00        0.000000e+00   3.961862e-02
## 1583     0.000000e+00     0.000000e+00        0.000000e+00   6.200000e-01
## 1584     3.900000e-01     0.000000e+00        0.000000e+00   5.800000e-01
## 1585     0.000000e+00    -9.501948e-18        0.000000e+00   0.000000e+00
## 1586     0.000000e+00     0.000000e+00        0.000000e+00   4.522375e-02
## 1587     0.000000e+00     0.000000e+00        0.000000e+00   3.800000e-01
## 1588     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1589     8.623333e-02     0.000000e+00        0.000000e+00   1.050000e+00
## 1590     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1591     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1592     0.000000e+00     0.000000e+00        0.000000e+00   5.322105e-01
## 1593     3.800000e-01     0.000000e+00        6.890000e-02   1.900000e-01
## 1594     0.000000e+00     0.000000e+00        0.000000e+00   2.429009e-01
## 1595     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1596     5.200000e-01     2.100000e-02        2.525000e-02   6.400000e-01
## 1597     5.600000e-01     0.000000e+00        6.000000e-04   8.400000e-01
## 1598     0.000000e+00     0.000000e+00        0.000000e+00   6.000000e-01
## 1599     0.000000e+00     0.000000e+00        0.000000e+00   6.600000e-01
## 1600     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1601     2.700000e-01     0.000000e+00        0.000000e+00   1.300000e-01
## 1602     2.800000e-01     1.400000e-01        2.295000e-02   1.400000e-01
## 1603     2.700000e-01     1.300000e-01        2.265000e-02   1.300000e-01
## 1604     0.000000e+00     0.000000e+00        3.300000e-03   3.321273e-01
## 1605     3.800000e-01     0.000000e+00        6.350000e-02   1.900000e-01
## 1606     4.878000e-01     1.890000e-02        2.635000e-02   5.400000e-01
## 1607     0.000000e+00     0.000000e+00        0.000000e+00   6.000000e-01
## 1608     3.800000e-01     0.000000e+00        6.400000e-02   1.900000e-01
## 1609     0.000000e+00     0.000000e+00        0.000000e+00   2.963196e-01
## 1610     1.700000e-01     0.000000e+00        8.760000e-03   1.030000e+00
## 1611     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1612     3.800000e-01     0.000000e+00        6.350000e-02   1.900000e-01
## 1613     2.900000e-01     0.000000e+00        6.420000e-02   2.900000e-01
## 1614     2.900000e-01     0.000000e+00        6.420000e-02   2.900000e-01
## 1615     1.700000e-01     0.000000e+00        0.000000e+00   1.700000e-01
## 1616     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1617     0.000000e+00     0.000000e+00        0.000000e+00   5.800000e-01
## 1618     0.000000e+00     0.000000e+00        0.000000e+00   1.100000e-01
## 1619     5.900000e-01     0.000000e+00        2.300000e-03   2.146117e-01
## 1620     3.800000e-01     0.000000e+00        6.890000e-02   1.900000e-01
## 1621     4.300000e-01     0.000000e+00        2.610000e-02   1.130000e+00
## 1622     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1623     4.200000e-01     0.000000e+00        0.000000e+00   1.280000e+00
## 1624     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1625     0.000000e+00     0.000000e+00        0.000000e+00   3.800000e-01
## 1626     0.000000e+00     0.000000e+00        0.000000e+00   2.286452e-01
## 1627     0.000000e+00     0.000000e+00        1.760000e-02   2.700000e-01
## 1628     3.413000e-01     1.870000e-02        0.000000e+00   3.200000e-01
## 1629     2.700000e-01     0.000000e+00        0.000000e+00   0.000000e+00
## 1630     0.000000e+00     0.000000e+00        0.000000e+00   4.000000e-01
## 1631     0.000000e+00     0.000000e+00        0.000000e+00   2.816214e-01
## 1632     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1633     0.000000e+00     0.000000e+00        0.000000e+00   1.310000e+00
## 1634     0.000000e+00     0.000000e+00        0.000000e+00   1.190000e+00
## 1635     2.172000e-01     0.000000e+00        5.930000e-02   0.000000e+00
## 1636     0.000000e+00     0.000000e+00        0.000000e+00   1.200000e-01
## 1637     0.000000e+00     0.000000e+00        0.000000e+00   1.200000e-01
## 1638     0.000000e+00     0.000000e+00        0.000000e+00   1.200000e-01
## 1639     1.900000e-01     5.300000e-03        9.000000e-02   0.000000e+00
## 1640     3.413000e-01     1.870000e-02        0.000000e+00   3.200000e-01
## 1641     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1642     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1643     0.000000e+00     0.000000e+00        0.000000e+00   8.500000e-01
## 1644     0.000000e+00     0.000000e+00        0.000000e+00   1.460000e+00
## 1645     1.230800e-01     0.000000e+00        1.540000e-02   6.600000e-01
## 1646     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1647     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1648     1.230800e-01     0.000000e+00        1.540000e-02   6.600000e-01
## 1649     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1650     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1651     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1652     4.300000e-01     0.000000e+00        2.610000e-02   1.130000e+00
## 1653     0.000000e+00     0.000000e+00        0.000000e+00   3.057451e-01
## 1654     4.000000e-01     1.380000e-02        3.000000e-02   1.500000e-01
## 1655     0.000000e+00     9.000000e-02        0.000000e+00   0.000000e+00
## 1656     4.800000e-01     0.000000e+00        5.136667e-02   1.200000e-01
## 1657     2.500000e-01     0.000000e+00        0.000000e+00   1.500000e-01
## 1658     4.500000e-01     0.000000e+00        0.000000e+00   3.911577e-01
## 1659     0.000000e+00    -9.701441e-18        0.000000e+00   0.000000e+00
## 1660     5.550000e-02     0.000000e+00        0.000000e+00   0.000000e+00
## 1661     0.000000e+00     0.000000e+00        5.000000e-04   0.000000e+00
## 1662     0.000000e+00     0.000000e+00        0.000000e+00   1.700000e-01
## 1663     6.100000e-01     9.000000e-02        4.500000e-02   8.900000e-01
## 1664     0.000000e+00     0.000000e+00        0.000000e+00   2.100000e-01
## 1665     1.600000e-01     0.000000e+00        0.000000e+00   6.700000e-01
## 1666     0.000000e+00     0.000000e+00        0.000000e+00   1.600000e-01
## 1667     0.000000e+00     0.000000e+00        0.000000e+00   3.807367e-01
## 1668     0.000000e+00     0.000000e+00        3.800000e-03   3.434273e-01
## 1669     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1670     6.500000e-03     0.000000e+00        0.000000e+00   2.426826e-01
## 1671     0.000000e+00     0.000000e+00        0.000000e+00   2.400000e-01
## 1672     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1673     0.000000e+00     0.000000e+00        1.500000e-01   3.000000e-01
## 1674     4.200000e-01     7.000000e-02        3.610000e-02   8.700000e-01
## 1675     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1676     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1677     0.000000e+00     0.000000e+00        0.000000e+00   2.066113e-01
## 1678     0.000000e+00     0.000000e+00        0.000000e+00   4.700000e-01
## 1679     2.519353e-01     0.000000e+00        1.600000e-01   0.000000e+00
## 1680     0.000000e+00     0.000000e+00        5.000000e-03   4.500000e-01
## 1681     0.000000e+00     0.000000e+00        0.000000e+00   6.800000e-01
## 1682     2.567710e-01     0.000000e+00        6.000000e-02   2.600000e-01
## 1683     1.700000e-01     8.000000e-02        6.625000e-02   8.600000e-01
## 1684     2.900000e-01     0.000000e+00        0.000000e+00   2.900000e-01
## 1685     1.700000e-01     8.000000e-02        6.625000e-02   8.600000e-01
## 1686     2.600000e-01     0.000000e+00        0.000000e+00   5.300000e-01
## 1687     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1688     0.000000e+00    -9.801188e-18        0.000000e+00   0.000000e+00
## 1689     0.000000e+00     1.800000e-01        9.100000e-03   5.600000e-01
## 1690     0.000000e+00     0.000000e+00        0.000000e+00   1.733720e-01
## 1691     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1692     1.900000e-01     0.000000e+00        0.000000e+00   0.000000e+00
## 1693     1.806205e-01     0.000000e+00        2.530000e-02   2.700000e-01
## 1694     2.626000e-01     0.000000e+00        0.000000e+00   5.800000e-01
## 1695     0.000000e+00     0.000000e+00       -4.293441e-19   0.000000e+00
## 1696     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1697     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1698     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1699     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1700     2.800000e-01     0.000000e+00        0.000000e+00   0.000000e+00
## 1701     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1702     2.475353e-01     0.000000e+00        1.600000e-01   0.000000e+00
## 1703     1.700000e-01     8.000000e-02        6.785000e-02   8.800000e-01
## 1704     2.533353e-01     0.000000e+00        1.600000e-01   0.000000e+00
## 1705     2.626000e-01     0.000000e+00        0.000000e+00   5.800000e-01
## 1706     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1707     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1708     0.000000e+00     0.000000e+00        0.000000e+00   3.468966e-03
## 1709     1.700000e-01     8.000000e-02        6.785000e-02   8.800000e-01
## 1710     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1711     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1712     0.000000e+00     0.000000e+00        0.000000e+00   4.400000e-01
## 1713     1.900000e-01     0.000000e+00        0.000000e+00   0.000000e+00
## 1714     5.800000e-01     1.240000e-02        1.400000e-01   1.400000e-01
## 1715     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1716     0.000000e+00     0.000000e+00        0.000000e+00   2.135702e-01
## 1717     4.500000e-01     5.000000e-02        5.000000e-02   0.000000e+00
## 1718     0.000000e+00    -1.052110e-17        0.000000e+00   0.000000e+00
## 1719     1.700000e-01     8.000000e-02        6.365000e-02   8.600000e-01
## 1720     0.000000e+00     0.000000e+00        0.000000e+00   1.581613e-01
## 1721     6.000000e-01     0.000000e+00        0.000000e+00   2.619153e-01
## 1722     0.000000e+00     1.300000e-03        0.000000e+00   0.000000e+00
## 1723     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
## 1724     0.000000e+00     0.000000e+00        0.000000e+00   0.000000e+00
##      word_freq_business word_freq_email word_freq_you word_freq_credit
## 1          0.000000e+00    5.399817e-01    1.93000000     0.000000e+00
## 2          7.000000e-02    2.800000e-01    3.47000000     0.000000e+00
## 3          6.000000e-02    1.030000e+00    1.36000000     3.200000e-01
## 4          0.000000e+00    0.000000e+00    3.18000000     0.000000e+00
## 5          0.000000e+00    0.000000e+00    3.18000000     0.000000e+00
## 6          0.000000e+00    0.000000e+00    0.00000000     0.000000e+00
## 7          0.000000e+00    3.200000e-01    3.85000000     0.000000e+00
## 8          0.000000e+00    0.000000e+00    0.00000000     0.000000e+00
## 9          0.000000e+00    1.500000e-01    1.23000000     3.040000e-02
## 10         0.000000e+00    1.200000e-01    1.67000000     6.000000e-02
## 11         0.000000e+00    9.600000e-01    3.84000000     0.000000e+00
## 12         0.000000e+00    0.000000e+00    1.16000000     0.000000e+00
## 13         0.000000e+00    3.729318e-01    2.09000000     0.000000e+00
## 14         0.000000e+00    0.000000e+00    2.72000000     0.000000e+00
## 15         0.000000e+00    0.000000e+00    3.21000000     0.000000e+00
## 16         0.000000e+00    0.000000e+00    1.70000000     1.700000e-03
## 17         0.000000e+00    0.000000e+00    1.88000000     0.000000e+00
## 18         0.000000e+00    0.000000e+00    0.00000000     0.000000e+00
## 19         3.700000e-01    3.700000e-01    3.15000000     0.000000e+00
## 20         3.100000e-01    4.075083e-01    2.22000000     0.000000e+00
## 21         0.000000e+00    0.000000e+00    0.00000000     0.000000e+00
## 22         2.000000e-02    1.300000e-01    2.09000000     1.000000e-01
## 23         0.000000e+00    0.000000e+00    0.00000000     0.000000e+00
## 24         0.000000e+00    1.160000e+00    1.16000000     0.000000e+00
## 25         0.000000e+00    0.000000e+00    0.00000000     0.000000e+00
## 26         2.000000e-02    1.300000e-01    2.09000000     1.000000e-01
## 27         0.000000e+00    0.000000e+00    0.00000000     0.000000e+00
## 28         0.000000e+00    0.000000e+00    3.33000000     0.000000e+00
## 29         0.000000e+00    0.000000e+00    0.00000000     0.000000e+00
## 30         1.107933e-01    0.000000e+00    1.30000000     1.600000e-03
## 31         1.530000e-02    0.000000e+00    3.52000000     0.000000e+00
## 32         0.000000e+00    0.000000e+00    0.00000000     0.000000e+00
## 33         0.000000e+00    0.000000e+00    3.51000000     0.000000e+00
## 34         0.000000e+00    3.320000e-02    4.83000000     0.000000e+00
## 35         0.000000e+00    0.000000e+00    2.04000000     0.000000e+00
## 36         0.000000e+00    0.000000e+00    5.12000000     0.000000e+00
## 37         0.000000e+00    0.000000e+00    0.00000000     0.000000e+00
## 38         3.803889e-01    0.000000e+00    2.43000000     0.000000e+00
## 39         0.000000e+00    9.700000e-01    1.46000000     0.000000e+00
## 40         0.000000e+00    8.300000e-01    2.08000000     0.000000e+00
## 41         0.000000e+00    3.000000e-01    2.76000000     0.000000e+00
## 42         0.000000e+00    0.000000e+00    0.00000000     0.000000e+00
## 43         0.000000e+00    0.000000e+00    0.00000000     0.000000e+00
## 44         3.700000e-01    3.700000e-01    3.15000000     0.000000e+00
## 45         1.545000e-01    2.600000e-01    1.82000000     1.930000e-02
## 46         0.000000e+00    0.000000e+00    4.07000000     0.000000e+00
## 47         7.200000e-01    6.000000e-02    4.54000000     2.400000e-01
## 48         1.915667e-01    0.000000e+00    3.48000000     0.000000e+00
## 49         4.300000e-01    2.000000e-02    3.22000000     0.000000e+00
## 50         0.000000e+00    2.600000e-01    3.51000000     0.000000e+00
## 51         0.000000e+00    0.000000e+00    1.92000000     0.000000e+00
## 52         3.600000e-01    3.600000e-01    2.19000000     7.500000e-03
## 53         0.000000e+00    1.200000e-01    1.67000000     6.000000e-02
## 54         0.000000e+00    0.000000e+00    0.00000000     0.000000e+00
## 55         3.600000e-01    3.600000e-01    2.20000000     5.800000e-03
## 56         0.000000e+00    0.000000e+00    1.08000000     0.000000e+00
## 57         5.420727e-02    0.000000e+00    3.66000000     0.000000e+00
## 58         0.000000e+00    0.000000e+00    2.53000000     0.000000e+00
## 59         0.000000e+00    9.100000e-01    1.36000000     0.000000e+00
## 60         0.000000e+00    8.400000e-01    2.10000000     0.000000e+00
## 61         0.000000e+00    1.180000e+00    1.77000000     0.000000e+00
## 62         2.300000e-01    0.000000e+00    7.10000000     0.000000e+00
## 63         0.000000e+00    4.600000e-01    0.93000000     0.000000e+00
## 64         0.000000e+00    3.990250e-01    3.42000000     0.000000e+00
## 65         0.000000e+00    0.000000e+00    4.10000000     0.000000e+00
## 66         3.000000e-04    0.000000e+00    1.32000000     0.000000e+00
## 67         0.000000e+00    0.000000e+00    0.97000000     3.000000e-04
## 68         0.000000e+00    0.000000e+00    5.88000000     0.000000e+00
## 69         6.100000e-01    0.000000e+00    5.53000000     0.000000e+00
## 70         0.000000e+00    0.000000e+00    0.00000000     0.000000e+00
## 71         1.806260e-01    0.000000e+00    2.53000000     7.900000e-03
## 72         0.000000e+00    1.060000e+00    1.60000000     0.000000e+00
## 73         0.000000e+00    8.900000e-01    2.24000000     0.000000e+00
## 74         0.000000e+00    9.200000e-01    2.76000000     0.000000e+00
## 75         3.787889e-01    0.000000e+00    2.41000000     0.000000e+00
## 76         0.000000e+00    0.000000e+00    0.94000000     0.000000e+00
## 77         0.000000e+00    5.900000e-01    4.14000000     0.000000e+00
## 78         4.400000e-01    1.200000e-01    2.96000000     5.390000e-02
## 79         2.000000e-01    0.000000e+00    2.09000000     0.000000e+00
## 80         0.000000e+00    3.160000e-02    5.26000000     0.000000e+00
## 81         0.000000e+00    0.000000e+00    5.55000000     0.000000e+00
## 82         7.757500e-02    0.000000e+00    2.38000000     0.000000e+00
## 83         0.000000e+00    7.200000e-01    1.45000000     0.000000e+00
## 84         0.000000e+00    0.000000e+00    2.56000000     0.000000e+00
## 85         0.000000e+00    0.000000e+00    0.00000000     0.000000e+00
## 86         0.000000e+00    0.000000e+00    0.93000000     2.700000e-03
## 87         0.000000e+00    3.800000e-01    2.69000000     0.000000e+00
## 88         1.445595e-01    4.667381e-02    3.96000000     0.000000e+00
## 89         0.000000e+00    0.000000e+00    1.14000000     1.300000e-01
## 90         0.000000e+00    0.000000e+00    0.00000000     0.000000e+00
## 91         2.052897e-01    0.000000e+00    3.93000000     0.000000e+00
## 92         4.400000e-01    0.000000e+00    3.25000000     0.000000e+00
## 93         4.400000e-01    7.000000e-02    3.43000000     0.000000e+00
## 94         4.400000e-01    7.000000e-02    3.43000000     0.000000e+00
## 95         4.600000e-01    4.600000e-01    2.77000000     0.000000e+00
## 96         0.000000e+00    1.433722e-01    1.87000000     0.000000e+00
## 97         0.000000e+00    7.000000e-01    2.11000000     0.000000e+00
## 98         0.000000e+00    8.600000e-01    1.29000000     0.000000e+00
## 99         0.000000e+00    0.000000e+00    1.21000000     0.000000e+00
## 100        0.000000e+00    8.200000e-01    3.73000000     0.000000e+00
## 101        0.000000e+00    0.000000e+00    4.96000000     0.000000e+00
## 102        0.000000e+00    0.000000e+00    2.59000000     0.000000e+00
## 103        0.000000e+00    0.000000e+00    0.00000000     0.000000e+00
## 104        0.000000e+00    0.000000e+00    2.59000000     0.000000e+00
## 105        0.000000e+00    0.000000e+00    0.00000000     0.000000e+00
## 106        0.000000e+00    0.000000e+00    2.59000000     0.000000e+00
## 107        0.000000e+00    0.000000e+00    0.00000000     0.000000e+00
## 108        0.000000e+00    0.000000e+00    1.58000000     0.000000e+00
## 109        0.000000e+00    0.000000e+00    0.00000000     0.000000e+00
## 110        0.000000e+00    0.000000e+00    3.92000000     0.000000e+00
## 111        0.000000e+00    0.000000e+00    0.00000000     0.000000e+00
## 112        0.000000e+00    0.000000e+00    2.38000000     0.000000e+00
## 113        0.000000e+00    7.600000e-01    1.52000000     0.000000e+00
## 114        0.000000e+00    4.700000e-01    0.95000000     0.000000e+00
## 115        1.200000e-01    0.000000e+00    2.90000000     2.500000e-01
## 116        0.000000e+00    0.000000e+00    1.53000000     0.000000e+00
## 117        0.000000e+00    5.000000e-01    1.55000000     3.000000e-01
## 118        0.000000e+00    5.000000e-01    1.55000000     3.000000e-01
## 119        1.678093e-01    0.000000e+00    2.56000000     1.490000e-02
## 120        2.289897e-01    0.000000e+00    3.91000000     0.000000e+00
## 121        0.000000e+00    5.000000e-01    1.55000000     3.000000e-01
## 122        0.000000e+00    5.000000e-01    1.55000000     3.000000e-01
## 123        4.200000e-01    0.000000e+00    3.08000000     0.000000e+00
## 124        0.000000e+00    8.000000e-01    0.16000000     1.600000e-01
## 125        0.000000e+00    0.000000e+00    0.30000000     0.000000e+00
## 126        2.098714e-01    3.300000e-01    2.18000000     4.110000e-02
## 127        0.000000e+00    0.000000e+00    4.04000000     0.000000e+00
## 128        0.000000e+00    5.900000e-01    4.76000000     0.000000e+00
## 129        1.558810e-01    4.000000e-01    4.00000000     0.000000e+00
## 130        0.000000e+00    0.000000e+00    7.05000000     0.000000e+00
## 131        7.600000e-01    0.000000e+00    3.04000000     0.000000e+00
## 132        0.000000e+00    0.000000e+00    4.00000000     0.000000e+00
## 133        0.000000e+00    0.000000e+00    2.25000000     0.000000e+00
## 134        1.600000e-01    1.600000e-01    1.60000000     0.000000e+00
## 135        0.000000e+00    0.000000e+00    0.00000000     0.000000e+00
## 136        1.900000e-01    3.900000e-01    0.59000000     0.000000e+00
## 137        1.900000e-01    3.900000e-01    0.59000000     0.000000e+00
## 138        6.600000e-01    0.000000e+00    2.33000000     0.000000e+00
## 139        0.000000e+00    1.606600e-01    0.00000000     0.000000e+00
## 140        0.000000e+00    0.000000e+00    1.65000000     0.000000e+00
## 141        6.600000e-01    0.000000e+00    2.33000000     0.000000e+00
## 142        0.000000e+00    0.000000e+00    1.58000000     0.000000e+00
## 143        4.200000e-01    0.000000e+00    3.08000000     0.000000e+00
## 144        0.000000e+00    0.000000e+00    1.58000000     0.000000e+00
## 145        0.000000e+00    7.692500e-02    4.16000000     0.000000e+00
## 146        0.000000e+00    0.000000e+00    0.00000000     0.000000e+00
## 147        6.600000e-01    0.000000e+00    2.33000000     0.000000e+00
## 148        0.000000e+00    7.200000e-01    0.58000000     1.400000e-01
## 149        0.000000e+00    0.000000e+00    0.72000000     0.000000e+00
## 150        2.397867e-01    2.700000e-01    2.17000000     3.450000e-02
## 151        1.140333e-01    7.800000e-01    3.13000000     0.000000e+00
## 152        2.277897e-01    0.000000e+00    3.95000000     0.000000e+00
## 153        6.700000e-01    6.700000e-01    4.05000000     0.000000e+00
## 154        0.000000e+00    0.000000e+00    1.24000000     0.000000e+00
## 155        0.000000e+00    0.000000e+00    2.02000000     0.000000e+00
## 156        0.000000e+00    0.000000e+00    4.76000000     0.000000e+00
## 157        1.465545e-01    0.000000e+00    1.31000000     2.080000e-02
## 158        4.500000e-01    4.500000e-01    1.81000000     0.000000e+00
## 159        1.410000e-01    0.000000e+00    0.85000000     0.000000e+00
## 160        0.000000e+00    0.000000e+00    0.27000000     0.000000e+00
## 161        0.000000e+00    2.100000e-01    0.21000000     0.000000e+00
## 162        4.600000e-01    4.600000e-01    2.77000000     0.000000e+00
## 163        2.900000e-01    4.300000e-01    3.66000000     0.000000e+00
## 164        0.000000e+00    2.492769e-01    1.03000000     0.000000e+00
## 165        4.600000e-01    4.600000e-01    2.77000000     0.000000e+00
## 166        1.100635e-01    1.937775e-01    5.59000000     0.000000e+00
## 167        0.000000e+00    0.000000e+00    0.00000000     0.000000e+00
## 168        0.000000e+00    3.617168e-01    1.77000000     0.000000e+00
## 169        0.000000e+00    7.600000e-01    0.15000000     1.500000e-01
## 170        0.000000e+00    5.700000e-01    4.62000000     0.000000e+00
## 171        0.000000e+00    0.000000e+00    1.32000000     0.000000e+00
## 172        1.700000e-01    8.000000e-02    1.20000000     0.000000e+00
## 173        0.000000e+00    0.000000e+00    2.50000000     0.000000e+00
## 174        0.000000e+00    0.000000e+00    1.64000000     0.000000e+00
## 175        7.800000e-01    0.000000e+00    3.12000000     0.000000e+00
## 176        0.000000e+00    0.000000e+00    4.08000000     0.000000e+00
## 177        0.000000e+00    0.000000e+00    0.00000000    -3.162835e-16
## 178        0.000000e+00    0.000000e+00    4.03000000     0.000000e+00
## 179        0.000000e+00    6.124921e-01    2.64000000     0.000000e+00
## 180        0.000000e+00    0.000000e+00    4.08000000     0.000000e+00
## 181        0.000000e+00    0.000000e+00    3.01000000     0.000000e+00
## 182        0.000000e+00    0.000000e+00    3.03000000     0.000000e+00
## 183        1.444000e-01    0.000000e+00    0.87000000     0.000000e+00
## 184        0.000000e+00    0.000000e+00    4.46000000     0.000000e+00
## 185        0.000000e+00    0.000000e+00    2.53000000     0.000000e+00
## 186        0.000000e+00    0.000000e+00    0.00000000     0.000000e+00
## 187        0.000000e+00    5.300000e-01    1.19000000     2.350000e-02
## 188        0.000000e+00    0.000000e+00    6.25000000     0.000000e+00
## 189        5.300000e-01    5.300000e-01    6.91000000     0.000000e+00
## 190        4.600000e-01    0.000000e+00    1.87000000     0.000000e+00
## 191        0.000000e+00    1.120000e+00    2.25000000     0.000000e+00
## 192        6.600000e-01    0.000000e+00    5.29000000     2.300000e-03
## 193        0.000000e+00    8.000000e-01    0.80000000     0.000000e+00
## 194        0.000000e+00    7.200000e-01    0.43000000     1.400000e-01
## 195        1.700000e-01    8.000000e-02    1.20000000     0.000000e+00
## 196        0.000000e+00    0.000000e+00    1.63000000     0.000000e+00
## 197        5.400000e-01    0.000000e+00    4.32000000     0.000000e+00
## 198        1.700000e-01    8.000000e-02    1.20000000     0.000000e+00
## 199        5.300000e-01    0.000000e+00    4.30000000     0.000000e+00
## 200        0.000000e+00    3.017078e-01    1.03000000     0.000000e+00
## 201        2.193897e-01    0.000000e+00    3.84000000     0.000000e+00
## 202        7.700000e-01    0.000000e+00    2.70000000     0.000000e+00
## 203        7.800000e-01    0.000000e+00    2.73000000     0.000000e+00
## 204        1.150889e-01    4.300000e-01    1.29000000     0.000000e+00
## 205        1.123250e-01    2.385821e-01    1.83000000     0.000000e+00
## 206        0.000000e+00    0.000000e+00    2.25000000     0.000000e+00
## 207        0.000000e+00    0.000000e+00    1.67000000     0.000000e+00
## 208        0.000000e+00    0.000000e+00    5.26000000     3.600000e-03
## 209        9.694727e-02    1.885972e-01    2.46000000     0.000000e+00
## 210        0.000000e+00    4.400000e-01    3.33000000     0.000000e+00
## 211        0.000000e+00    0.000000e+00    3.00000000     0.000000e+00
## 212        0.000000e+00    0.000000e+00    2.08000000     0.000000e+00
## 213        0.000000e+00    0.000000e+00    1.33000000     0.000000e+00
## 214        5.400000e-01    0.000000e+00    4.32000000     0.000000e+00
## 215        3.900000e-03    0.000000e+00    3.12000000     0.000000e+00
## 216        0.000000e+00    1.970000e-02    3.63000000     0.000000e+00
## 217        2.200000e-01    0.000000e+00    0.05000000     0.000000e+00
## 218        2.200000e-01    0.000000e+00    0.05000000     0.000000e+00
## 219        8.000000e-02    5.443825e-01    2.50000000     1.700000e-01
## 220        2.282107e-01    0.000000e+00    1.44000000     0.000000e+00
## 221        4.600000e-01    4.600000e-01    2.77000000     0.000000e+00
## 222        0.000000e+00    0.000000e+00    5.86000000     0.000000e+00
## 223        0.000000e+00    1.800000e-01    2.70000000     1.800000e-01
## 224        0.000000e+00    2.600000e-01    2.61000000     0.000000e+00
## 225        3.200000e-01    0.000000e+00    2.28000000     0.000000e+00
## 226        3.200000e-01    0.000000e+00    2.27000000     0.000000e+00
## 227        3.900000e-01    2.926191e-01    4.52000000     0.000000e+00
## 228        1.160250e-01    2.341821e-01    1.84000000     0.000000e+00
## 229        0.000000e+00    0.000000e+00    1.42000000     0.000000e+00
## 230        1.271206e-01    0.000000e+00    0.00000000     0.000000e+00
## 231        0.000000e+00    3.756900e-01    0.66000000     0.000000e+00
## 232        0.000000e+00    0.000000e+00    2.20000000     0.000000e+00
## 233        0.000000e+00    8.100000e-01    0.32000000     1.600000e-01
## 234        7.200000e-01    0.000000e+00    0.72000000     0.000000e+00
## 235        4.900727e-02    0.000000e+00    0.84000000     0.000000e+00
## 236        0.000000e+00    0.000000e+00    1.29000000     0.000000e+00
## 237        0.000000e+00    0.000000e+00    1.29000000     0.000000e+00
## 238        1.700000e-01    8.000000e-02    1.20000000     0.000000e+00
## 239        0.000000e+00    5.400000e-01    3.27000000     0.000000e+00
## 240        0.000000e+00    8.500000e-01    4.70000000     0.000000e+00
## 241        0.000000e+00    0.000000e+00    0.00000000     0.000000e+00
## 242        0.000000e+00    0.000000e+00    1.35000000     0.000000e+00
## 243        0.000000e+00    5.500000e-01    3.35000000     0.000000e+00
## 244        0.000000e+00    0.000000e+00    4.49000000     0.000000e+00
## 245        3.200000e-01    0.000000e+00    2.28000000     0.000000e+00
## 246        1.522000e-01    1.332674e-01    1.43000000     0.000000e+00
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## 248        0.000000e+00    0.000000e+00    0.00000000     0.000000e+00
## 249        1.700250e-01    0.000000e+00    1.42000000     0.000000e+00
## 250        0.000000e+00    4.749500e-01    0.79000000     0.000000e+00
## 251        0.000000e+00    0.000000e+00    0.39000000     0.000000e+00
## 252        0.000000e+00    0.000000e+00    2.30000000     0.000000e+00
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## 519        0.000000e+00    0.000000e+00    2.63000000     0.000000e+00
## 520        3.100000e-01    0.000000e+00    2.79000000     0.000000e+00
## 521        0.000000e+00    0.000000e+00    3.87000000     0.000000e+00
## 522        0.000000e+00    0.000000e+00    3.84000000     0.000000e+00
## 523        1.500000e-01    1.859333e-01    2.19000000     0.000000e+00
## 524        4.364917e-01    2.300000e-01    1.90000000     1.767000e-01
## 525        0.000000e+00    0.000000e+00    2.01000000     0.000000e+00
## 526        4.700000e-01    4.700000e-01    2.83000000     0.000000e+00
## 527        0.000000e+00    1.400000e-01    2.36000000     1.400000e-01
## 528        0.000000e+00    0.000000e+00    0.81000000     0.000000e+00
## 529        0.000000e+00    1.400000e-01    2.36000000     1.400000e-01
## 530        4.300000e-01    3.000000e-02    3.20000000     0.000000e+00
## 531        6.100000e-01    4.000000e-01    2.45000000     2.000000e-01
## 532        0.000000e+00    0.000000e+00    5.14000000     0.000000e+00
## 533        0.000000e+00    0.000000e+00    5.32000000     0.000000e+00
## 534        0.000000e+00    2.000000e-01    1.21000000     0.000000e+00
## 535        5.800000e-01    2.984306e-01    0.77000000     0.000000e+00
## 536        0.000000e+00    0.000000e+00    0.00000000     0.000000e+00
## 537        0.000000e+00    0.000000e+00    0.00000000     0.000000e+00
## 538        1.000000e-01    0.000000e+00    0.00000000     0.000000e+00
## 539        2.210727e-02    9.000000e-01    1.81000000     0.000000e+00
## 540        0.000000e+00    1.415500e-01    3.06000000     0.000000e+00
## 541        2.800000e-01    0.000000e+00    1.97000000     0.000000e+00
## 542        4.600000e-01    9.200000e-01    1.85000000     1.070000e-02
## 543        4.200000e-01    0.000000e+00    3.86000000     0.000000e+00
## 544        1.374381e-01    0.000000e+00    4.95000000     0.000000e+00
## 545        0.000000e+00    1.110000e+00    1.67000000     0.000000e+00
## 546        0.000000e+00    0.000000e+00    2.06861320     0.000000e+00
## 547        0.000000e+00    0.000000e+00    0.81000000     0.000000e+00
## 548        0.000000e+00    1.800000e-02    4.41000000     0.000000e+00
## 549        0.000000e+00    3.209769e-01    3.50000000     0.000000e+00
## 550        6.700000e-01    1.010000e+00    2.02000000     0.000000e+00
## 551        0.000000e+00    0.000000e+00    2.04000000     0.000000e+00
## 552        2.021714e-01    2.000000e-01    1.65000000     3.030000e-02
## 553        1.807000e-01    0.000000e+00    2.72000000     0.000000e+00
## 554        0.000000e+00    1.236833e-01    3.33000000     0.000000e+00
## 555        4.300000e-01    3.000000e-02    2.96000000     0.000000e+00
## 556        2.213065e-01    0.000000e+00    0.84000000     2.870000e-02
## 557        2.400000e-01    2.400000e-01    3.47000000     0.000000e+00
## 558        0.000000e+00    3.400000e-01    4.76000000     0.000000e+00
## 559        2.658970e-01    1.200000e-01    1.93000000     0.000000e+00
## 560        0.000000e+00    0.000000e+00    1.56000000     0.000000e+00
## 561        3.300000e-01    0.000000e+00    0.82000000     0.000000e+00
## 562        0.000000e+00    0.000000e+00    3.40000000     0.000000e+00
## 563        3.200000e-01    3.200000e-01    2.25000000     0.000000e+00
## 564        4.500000e-01    0.000000e+00    2.73000000     0.000000e+00
## 565        0.000000e+00    2.673636e-01    5.00000000     0.000000e+00
## 566        0.000000e+00    2.603636e-01    5.00000000     0.000000e+00
## 567        0.000000e+00    0.000000e+00    0.00000000     0.000000e+00
## 568        0.000000e+00    0.000000e+00    4.21000000     0.000000e+00
## 569        0.000000e+00    0.000000e+00    0.24000000     0.000000e+00
## 570        2.300000e-01    1.100000e-01    2.90000000     0.000000e+00
## 571        0.000000e+00    0.000000e+00    2.53000000    -2.669739e-16
## 572        0.000000e+00    0.000000e+00    0.00000000     0.000000e+00
## 573        0.000000e+00    0.000000e+00    2.66000000    -2.256181e-16
## 574        1.771193e-01    2.500000e-01    4.03000000     0.000000e+00
## 575        0.000000e+00    0.000000e+00    3.62000000     0.000000e+00
## 576        0.000000e+00    0.000000e+00    2.56000000     9.000000e-03
## 577        0.000000e+00    0.000000e+00    2.56000000     9.000000e-03
## 578        0.000000e+00    0.000000e+00    2.56000000     9.000000e-03
## 579        0.000000e+00    0.000000e+00    4.21000000     0.000000e+00
## 580        0.000000e+00    0.000000e+00    0.00000000     0.000000e+00
## 581        0.000000e+00    0.000000e+00    3.88000000     1.300000e-01
## 582        0.000000e+00    4.600000e-01    0.93000000     0.000000e+00
## 583        0.000000e+00    0.000000e+00    2.00000000     0.000000e+00
## 584        0.000000e+00    0.000000e+00    3.91000000     1.300000e-01
## 585        0.000000e+00    0.000000e+00    2.56000000     9.000000e-03
## 586        2.800000e-01    0.000000e+00    0.28000000     0.000000e+00
## 587        0.000000e+00    0.000000e+00    3.63000000     0.000000e+00
## 588        7.000000e-01    0.000000e+00    2.83000000     0.000000e+00
## 589        0.000000e+00    0.000000e+00    0.00000000     0.000000e+00
## 590        0.000000e+00    0.000000e+00    7.57000000     0.000000e+00
## 591        0.000000e+00    5.400000e-01    3.26000000     0.000000e+00
## 592        1.100000e-01    3.463625e-01    2.38000000     0.000000e+00
## 593        6.800000e-01    0.000000e+00    4.76000000     2.400000e-03
## 594        2.200000e-01    0.000000e+00    0.00000000     0.000000e+00
## 595        0.000000e+00    0.000000e+00    0.76000000    -1.875323e-16
## 596        6.800000e-01    4.500000e-01    3.07000000     0.000000e+00
## 597        0.000000e+00    0.000000e+00    3.77000000     0.000000e+00
## 598        0.000000e+00    1.097308e-01    1.28000000     0.000000e+00
## 599        0.000000e+00    0.000000e+00    2.24000000     0.000000e+00
## 600        2.210727e-02    9.000000e-01    1.81000000     0.000000e+00
## 601        3.800000e-01    0.000000e+00    3.30000000     0.000000e+00
## 602        3.900000e-01    0.000000e+00    2.37000000     0.000000e+00
## 603        5.800000e-01    0.000000e+00    4.06000000     0.000000e+00
## 604        1.754286e-01    3.400000e-01    2.07000000     3.386579e-02
## 605        2.824842e-01    0.000000e+00    4.90000000     0.000000e+00
## 606        6.200000e-01    0.000000e+00    0.62000000     0.000000e+00
## 607        0.000000e+00    0.000000e+00    0.00000000     0.000000e+00
## 608        0.000000e+00    0.000000e+00    3.36000000     0.000000e+00
## 609        0.000000e+00    0.000000e+00    4.31000000     0.000000e+00
## 610        0.000000e+00    0.000000e+00    2.01000000     0.000000e+00
## 611        4.500000e-01    1.100000e-01    3.53000000     0.000000e+00
## 612        0.000000e+00    4.400000e-01    1.76000000     0.000000e+00
## 613        0.000000e+00    1.110000e+00    1.31000000     2.000000e-01
## 614        4.500000e-01    1.100000e-01    3.53000000     0.000000e+00
## 615        5.400000e-01    0.000000e+00    3.06000000     0.000000e+00
## 616        2.084571e-01    0.000000e+00    4.52000000     0.000000e+00
## 617        0.000000e+00    0.000000e+00    1.79000000     0.000000e+00
## 618        0.000000e+00    0.000000e+00    3.77000000     0.000000e+00
## 619        0.000000e+00    0.000000e+00    3.82000000     0.000000e+00
## 620        0.000000e+00    0.000000e+00    3.37000000     0.000000e+00
## 621        0.000000e+00    0.000000e+00    2.04000000     0.000000e+00
## 622        0.000000e+00    0.000000e+00    1.88000000     0.000000e+00
## 623        0.000000e+00    0.000000e+00    7.35000000     0.000000e+00
## 624        0.000000e+00    1.170000e+00    3.71000000     7.074000e-02
## 625        8.200000e-01    0.000000e+00    1.65000000     0.000000e+00
## 626        0.000000e+00    5.900000e-01    4.09000000     0.000000e+00
## 627        0.000000e+00    3.400000e-01    0.34000000     0.000000e+00
## 628        0.000000e+00    0.000000e+00    0.85000000     0.000000e+00
## 629        0.000000e+00    0.000000e+00    2.21000000     9.400000e-03
## 630        3.100000e-01    0.000000e+00    3.76000000     0.000000e+00
## 631        0.000000e+00    1.010000e+00    2.34000000     5.013571e-02
## 632        0.000000e+00    0.000000e+00    6.55000000     0.000000e+00
## 633        4.500000e-01    0.000000e+00    3.18000000     0.000000e+00
## 634        0.000000e+00    0.000000e+00    7.46000000     0.000000e+00
## 635        0.000000e+00    1.070000e+00    0.17000000     1.700000e-01
## 636        0.000000e+00    5.887051e-01    1.62000000     0.000000e+00
## 637        2.213065e-01    0.000000e+00    0.84000000     2.870000e-02
## 638        0.000000e+00    5.643371e-01    2.59000000     0.000000e+00
## 639        5.000000e-02    1.700000e-01    3.01000000     1.550000e-02
## 640        6.300000e-01    0.000000e+00    4.45000000     2.000000e-03
## 641        0.000000e+00    4.400000e-01    1.76000000     0.000000e+00
## 642        0.000000e+00    8.400000e-01    3.79000000     0.000000e+00
## 643        1.649795e-01    0.000000e+00    0.00000000     4.300000e-03
## 644        0.000000e+00    5.700000e-01    4.57000000     0.000000e+00
## 645        0.000000e+00    0.000000e+00    6.25000000     0.000000e+00
## 646        0.000000e+00    0.000000e+00    2.04000000     0.000000e+00
## 647        1.672795e-01    0.000000e+00    0.00000000     5.700000e-03
## 648        0.000000e+00    0.000000e+00    2.17000000     0.000000e+00
## 649        0.000000e+00    7.800000e-01    0.39000000     1.300000e-01
## 650        7.840727e-02    0.000000e+00    1.94000000     0.000000e+00
## 651        0.000000e+00    0.000000e+00    0.43000000     0.000000e+00
## 652        0.000000e+00    8.800000e-01    3.96000000     0.000000e+00
## 653        0.000000e+00    5.565288e-01    2.61000000     0.000000e+00
## 654        0.000000e+00    0.000000e+00    1.78000000     0.000000e+00
## 655        2.511696e-01    0.000000e+00    2.64000000     0.000000e+00
## 656        0.000000e+00    0.000000e+00    4.71000000     0.000000e+00
## 657        1.795500e-01    7.300000e-01    2.58000000     0.000000e+00
## 658        6.600000e-01    1.000000e+00    1.00000000     3.534762e-02
## 659        0.000000e+00    7.500000e-01    0.15000000     1.500000e-01
## 660        5.700000e-01    0.000000e+00    4.59000000     0.000000e+00
## 661        4.220000e-02    0.000000e+00    3.66000000     0.000000e+00
## 662        0.000000e+00    0.000000e+00    4.76000000     0.000000e+00
## 663        0.000000e+00    7.000000e-01    0.42000000     1.400000e-01
## 664        3.600000e-01    4.000000e-02    3.49000000     0.000000e+00
## 665        1.871875e-01    0.000000e+00    3.16000000     0.000000e+00
## 666        3.000000e-01    0.000000e+00    2.47000000     1.160000e-02
## 667        0.000000e+00    0.000000e+00    1.13000000     0.000000e+00
## 668        0.000000e+00    5.755821e-01    2.46000000     0.000000e+00
## 669        1.956684e-01    0.000000e+00    4.60000000     0.000000e+00
## 670        0.000000e+00    1.300000e-01    3.14000000     2.600000e-01
## 671        0.000000e+00    0.000000e+00    1.29000000     0.000000e+00
## 672        9.000000e-02    0.000000e+00    3.55000000     0.000000e+00
## 673        0.000000e+00    0.000000e+00    0.34000000     2.520670e-02
## 674        8.000000e-01    8.000000e-01    1.61000000     0.000000e+00
## 675        0.000000e+00    0.000000e+00    6.66000000     0.000000e+00
## 676        0.000000e+00    0.000000e+00    0.14000000     0.000000e+00
## 677        4.100000e-01    0.000000e+00    2.46000000     0.000000e+00
## 678        0.000000e+00    4.200000e-01    4.20000000     0.000000e+00
## 679        0.000000e+00    1.110000e+00    2.22000000     4.375000e-02
## 680        0.000000e+00    0.000000e+00    0.14000000     0.000000e+00
## 681        5.400000e-01    2.200000e-01    3.47000000     2.900000e-01
## 682        0.000000e+00    4.300000e-01    1.29000000     0.000000e+00
## 683        6.100000e-01    0.000000e+00    2.86000000     0.000000e+00
## 684        0.000000e+00    0.000000e+00    2.32000000     0.000000e+00
## 685        0.000000e+00    8.000000e-02    0.88000000     8.000000e-02
## 686        3.100000e-01    3.100000e-01    2.76000000     0.000000e+00
## 687        4.500000e-01    0.000000e+00    3.19000000     0.000000e+00
## 688        3.600000e-01    3.600000e-01    3.05000000     1.400000e-01
## 689        0.000000e+00    0.000000e+00    0.00000000     0.000000e+00
## 690        6.300000e-01    2.376352e-01    3.19000000     0.000000e+00
## 691        0.000000e+00    2.749500e-01    4.26000000     0.000000e+00
## 692        0.000000e+00    0.000000e+00    1.49000000     0.000000e+00
## 693        0.000000e+00    0.000000e+00    1.29000000     0.000000e+00
## 694        0.000000e+00    0.000000e+00    2.58000000     0.000000e+00
## 695        0.000000e+00    0.000000e+00    0.59000000     0.000000e+00
## 696        0.000000e+00    1.110000e+00    1.31000000     2.000000e-01
## 697        3.300000e-01    1.600000e-01    2.81000000     0.000000e+00
## 698        2.600000e-01    3.170000e-01    2.40000000     6.400000e-02
## 699        0.000000e+00    1.110000e+00    1.31000000     2.000000e-01
## 700        0.000000e+00    3.600000e-01    3.16000000     0.000000e+00
## 701        0.000000e+00    1.020000e+00    2.15000000     4.315000e-02
## 702        0.000000e+00    0.000000e+00    0.00000000     0.000000e+00
## 703        0.000000e+00    5.843182e-02    2.15000000     0.000000e+00
## 704        6.500000e-01    0.000000e+00    0.98000000     1.600000e-01
## 705        0.000000e+00    1.010000e+00    2.22000000     4.265000e-02
## 706        0.000000e+00    0.000000e+00    0.00000000     0.000000e+00
## 707        0.000000e+00    4.200000e-01    2.11000000     0.000000e+00
## 708        0.000000e+00    0.000000e+00    3.76000000     0.000000e+00
## 709        0.000000e+00    4.003333e-01    4.49000000     0.000000e+00
## 710        1.297913e-01    7.400000e-01    1.98000000     5.290909e-03
## 711        3.600000e-01    3.200000e-01    3.05000000     1.400000e-01
## 712        4.700000e-01    2.482000e-01    0.00000000     0.000000e+00
## 713        0.000000e+00    0.000000e+00    1.26000000     0.000000e+00
## 714        0.000000e+00    1.272667e-01    1.41000000    -1.160877e-16
## 715        6.500000e-01    0.000000e+00    0.98000000     1.600000e-01
## 716        0.000000e+00    9.966667e-02    1.41000000     2.900000e-03
## 717        0.000000e+00    0.000000e+00    1.96000000     0.000000e+00
## 718        7.000000e-01    2.300000e-01    2.12000000     0.000000e+00
## 719        0.000000e+00    0.000000e+00    3.50000000     0.000000e+00
## 720        0.000000e+00    0.000000e+00    0.33000000     2.859091e-02
## 721        0.000000e+00    0.000000e+00    0.32000000     3.219091e-02
## 722        0.000000e+00    2.926936e-01    2.06000000     0.000000e+00
## 723        0.000000e+00    1.110000e+00    1.31000000     2.000000e-01
## 724        1.600000e-01    5.158585e-01    2.32000000     1.600000e-01
## 725        1.600000e-01    5.150585e-01    2.32000000     1.600000e-01
## 726        0.000000e+00    0.000000e+00    3.73000000     0.000000e+00
## 727        0.000000e+00    0.000000e+00    1.96000000     1.590000e-02
## 728        0.000000e+00    0.000000e+00    3.52000000     0.000000e+00
## 729        0.000000e+00    0.000000e+00    0.00000000     0.000000e+00
## 730        0.000000e+00    1.100000e+00    2.20000000     0.000000e+00
## 731        0.000000e+00    9.600000e-01    0.96000000     0.000000e+00
## 732        6.900000e-01    5.000000e-02    4.14000000     2.300000e-01
## 733        0.000000e+00    0.000000e+00    3.60000000     0.000000e+00
## 734        7.000000e-02    1.140000e+00    1.50000000     0.000000e+00
## 735        1.700000e-01    3.500000e-01    1.24000000     1.700000e-01
## 736        1.900000e-01    0.000000e+00    4.03000000     0.000000e+00
## 737        0.000000e+00    0.000000e+00    0.00000000     0.000000e+00
## 738        0.000000e+00    8.900000e-01    0.89000000     0.000000e+00
## 739        0.000000e+00    0.000000e+00    1.35000000     0.000000e+00
## 740        0.000000e+00    0.000000e+00    2.15000000     2.600000e-01
## 741        0.000000e+00    0.000000e+00    2.24000000     0.000000e+00
## 742        3.400000e-01    3.400000e-01    0.68000000     3.000000e-03
## 743        0.000000e+00    0.000000e+00    1.05000000     0.000000e+00
## 744        0.000000e+00    0.000000e+00    0.87000000     0.000000e+00
## 745        2.700000e-01    0.000000e+00    0.00000000     0.000000e+00
## 746        7.200000e-01    0.000000e+00    1.92000000     0.000000e+00
## 747        0.000000e+00    1.200000e+00    1.38000000     1.800000e-01
## 748        0.000000e+00    0.000000e+00    1.92340137     0.000000e+00
## 749        3.400000e-01    3.400000e-01    0.68000000     3.000000e-03
## 750        1.700000e-01    1.020000e+00    4.96000000     0.000000e+00
## 751        0.000000e+00    8.600000e-01    4.32000000     0.000000e+00
## 752        0.000000e+00    0.000000e+00    0.00000000     0.000000e+00
## 753        0.000000e+00    2.870067e-01    2.02000000     0.000000e+00
## 754        0.000000e+00    6.500000e-01    2.61000000     2.190000e-02
## 755        0.000000e+00    0.000000e+00    2.52000000     3.370000e-02
## 756        0.000000e+00    0.000000e+00    2.47000000     3.510000e-02
## 757        0.000000e+00    0.000000e+00    2.59000000     2.230000e-02
## 758        0.000000e+00    0.000000e+00    2.21000000     9.400000e-03
## 759        0.000000e+00    0.000000e+00    3.60000000     0.000000e+00
## 760        0.000000e+00    0.000000e+00    1.69000000     0.000000e+00
## 761        0.000000e+00    0.000000e+00    2.37000000     3.370000e-02
## 762        0.000000e+00    0.000000e+00    3.46000000     0.000000e+00
## 763        0.000000e+00    0.000000e+00    2.80000000     0.000000e+00
## 764        1.124000e-01    0.000000e+00    0.85000000     3.270000e-02
## 765        0.000000e+00    0.000000e+00    2.83000000     0.000000e+00
## 766        8.000000e-02    0.000000e+00    4.16000000     2.600000e-01
## 767        0.000000e+00    0.000000e+00    1.88000000     0.000000e+00
## 768        0.000000e+00    0.000000e+00    6.25000000    -1.251256e-16
## 769        0.000000e+00    0.000000e+00    0.74000000     0.000000e+00
## 770        6.900000e-01    5.000000e-02    4.24000000     2.300000e-01
## 771        0.000000e+00    0.000000e+00    0.77000000     0.000000e+00
## 772        4.400000e-01    0.000000e+00    4.42000000     0.000000e+00
## 773        1.782193e-01    2.400000e-01    3.99000000     0.000000e+00
## 774        0.000000e+00    0.000000e+00    0.00000000     0.000000e+00
## 775        0.000000e+00    0.000000e+00    3.87000000     0.000000e+00
## 776        0.000000e+00    0.000000e+00    2.95000000     0.000000e+00
## 777        0.000000e+00    0.000000e+00    0.88000000     1.700000e-03
## 778        0.000000e+00    0.000000e+00    1.47000000     0.000000e+00
## 779        0.000000e+00    1.080000e+00    1.28000000     1.900000e-01
## 780        0.000000e+00    0.000000e+00    0.00000000     0.000000e+00
## 781        7.000000e-01    0.000000e+00    4.17000000     2.300000e-01
## 782        0.000000e+00    0.000000e+00    1.65960292     0.000000e+00
## 783        0.000000e+00    0.000000e+00    1.99000000     0.000000e+00
## 784        2.200000e-01    0.000000e+00    0.00000000     0.000000e+00
## 785        0.000000e+00    0.000000e+00    3.89000000    -1.019757e-16
## 786        0.000000e+00    0.000000e+00    0.47000000     4.200000e-03
## 787        2.100000e-01    0.000000e+00    0.00000000     0.000000e+00
## 788        0.000000e+00    0.000000e+00    2.00000000     0.000000e+00
## 789        0.000000e+00    0.000000e+00    2.00000000     0.000000e+00
## 790        0.000000e+00    5.400000e-01    3.26000000     0.000000e+00
## 791        6.500000e-01    0.000000e+00    2.61000000     0.000000e+00
## 792        0.000000e+00    0.000000e+00    2.56000000     9.000000e-03
## 793        0.000000e+00    6.200000e-01    0.93000000     0.000000e+00
## 794        0.000000e+00    1.600000e-01    2.02000000     2.811579e-02
## 795        2.200000e-01    8.900000e-01    1.79000000     0.000000e+00
## 796        0.000000e+00    0.000000e+00    1.45000000     0.000000e+00
## 797        0.000000e+00    0.000000e+00    2.00000000     0.000000e+00
## 798        2.700000e-01    0.000000e+00    2.75000000     0.000000e+00
## 799        0.000000e+00    0.000000e+00    1.85000000     0.000000e+00
## 800        0.000000e+00    0.000000e+00    3.40000000     0.000000e+00
## 801        2.500000e-01    2.500000e-01    1.77000000     0.000000e+00
## 802        7.000000e-02    0.000000e+00    3.29000000     2.200000e-01
## 803        8.000000e-02    9.300000e-01    1.61000000     1.700000e-01
## 804        0.000000e+00    0.000000e+00    1.28000000     0.000000e+00
## 805        2.800000e-01    0.000000e+00    1.97000000     0.000000e+00
## 806        0.000000e+00    0.000000e+00    2.45000000     0.000000e+00
## 807        0.000000e+00    0.000000e+00    0.34000000     2.520670e-02
## 808        0.000000e+00    0.000000e+00    0.00000000     0.000000e+00
## 809        0.000000e+00    5.100000e-01    0.51000000     0.000000e+00
## 810        0.000000e+00    0.000000e+00    1.95000000     0.000000e+00
## 811        0.000000e+00    0.000000e+00    0.34000000     2.520670e-02
## 812        0.000000e+00    0.000000e+00    2.00000000     0.000000e+00
## 813        8.000000e-02    9.300000e-01    1.61000000     1.700000e-01
## 814        0.000000e+00    0.000000e+00    3.48000000     0.000000e+00
## 815        0.000000e+00    0.000000e+00    2.70000000     0.000000e+00
## 816        0.000000e+00    9.700000e-03    0.00000000     0.000000e+00
## 817        3.900000e-01    0.000000e+00    3.00000000     0.000000e+00
## 818        1.100000e-01    0.000000e+00    3.72000000     3.451579e-02
## 819        3.300000e-01    3.300000e-01    2.68000000     1.690000e-02
## 820        0.000000e+00    0.000000e+00    1.90000000     0.000000e+00
## 821        0.000000e+00    0.000000e+00    1.86000000     0.000000e+00
## 822        0.000000e+00    0.000000e+00    2.01000000     0.000000e+00
## 823        0.000000e+00    0.000000e+00    1.47000000     0.000000e+00
## 824        0.000000e+00    0.000000e+00    0.63000000     0.000000e+00
## 825        0.000000e+00    0.000000e+00    1.48000000     0.000000e+00
## 826        5.900000e-01    4.700000e-01    3.21000000     0.000000e+00
## 827        0.000000e+00    0.000000e+00    1.47000000     0.000000e+00
## 828        0.000000e+00    0.000000e+00    2.04000000     0.000000e+00
## 829        4.400000e-01    3.000000e-02    3.19000000     0.000000e+00
## 830        0.000000e+00    1.600000e-01    5.77000000     0.000000e+00
## 831        6.583333e-02    0.000000e+00    0.00000000     4.700000e-03
## 832        9.000000e-02    0.000000e+00    1.27000000     0.000000e+00
## 833        5.300000e-01    5.300000e-01    2.65000000     0.000000e+00
## 834        5.200000e-01    5.200000e-01    2.64000000     0.000000e+00
## 835        0.000000e+00    5.100000e-01    2.56000000     0.000000e+00
## 836        5.195700e-01    2.100000e-01    1.69000000     3.100000e-01
## 837        0.000000e+00    0.000000e+00    3.33000000     0.000000e+00
## 838        1.792286e-01    0.000000e+00    2.05000000     3.840000e-02
## 839        0.000000e+00    3.111299e-02    4.58000000     0.000000e+00
## 840        1.792286e-01    0.000000e+00    2.05000000     3.840000e-02
## 841        3.200000e-01    3.200000e-01    2.27000000     0.000000e+00
## 842        0.000000e+00    1.540600e-01    0.00000000     0.000000e+00
## 843        2.000000e-01    0.000000e+00    1.72000000     3.720000e-02
## 844        0.000000e+00    0.000000e+00    0.00000000     0.000000e+00
## 845        0.000000e+00    0.000000e+00    0.00000000     0.000000e+00
## 846        1.672500e-01    0.000000e+00    4.14000000     7.300000e-03
## 847        0.000000e+00    0.000000e+00    0.00000000     0.000000e+00
## 848        6.000000e-02    1.100000e+00    1.30000000     0.000000e+00
## 849        0.000000e+00    0.000000e+00    6.17000000     0.000000e+00
## 850        3.230667e-01    0.000000e+00    0.75000000     0.000000e+00
## 851        7.500000e-01    0.000000e+00    0.75000000     0.000000e+00
## 852        2.000000e-01    4.655190e-01    2.08000000     2.000000e-01
## 853        0.000000e+00    0.000000e+00    6.17000000     0.000000e+00
## 854        0.000000e+00    0.000000e+00    0.00000000     0.000000e+00
## 855        6.300000e-01    3.100000e-01    2.54000000     1.664762e-02
## 856        0.000000e+00    0.000000e+00    1.02000000    -3.004021e-16
## 857        0.000000e+00    0.000000e+00    0.98000000    -3.013648e-16
## 858        0.000000e+00    0.000000e+00    1.17000000     0.000000e+00
## 859        0.000000e+00    0.000000e+00    0.00000000     0.000000e+00
## 860        1.900000e-01    0.000000e+00    1.66000000     4.460000e-02
## 861        1.000000e-01    0.000000e+00    0.00000000     0.000000e+00
## 862        1.400000e-01    0.000000e+00    0.24000000     4.000000e-02
## 863        2.700000e-01    3.536833e-01    2.73000000     0.000000e+00
## 864        3.700000e-01    0.000000e+00    3.35000000     3.100000e-03
## 865        0.000000e+00    0.000000e+00    0.00000000     0.000000e+00
## 866        0.000000e+00    0.000000e+00    0.74000000     0.000000e+00
## 867        0.000000e+00    0.000000e+00    0.74000000     0.000000e+00
## 868        0.000000e+00    0.000000e+00    3.70000000     0.000000e+00
## 869        0.000000e+00    0.000000e+00    0.00000000     0.000000e+00
## 870        6.900000e-01    5.000000e-02    4.20000000     2.300000e-01
## 871        0.000000e+00    1.738650e-01    1.04000000     0.000000e+00
## 872        2.195700e-01    0.000000e+00    3.73000000     7.300000e-03
## 873        2.092214e-01    2.200000e-01    1.57000000     3.410000e-02
## 874        0.000000e+00    0.000000e+00    2.01000000     0.000000e+00
## 875        0.000000e+00    0.000000e+00    0.66000000     0.000000e+00
## 876        0.000000e+00    0.000000e+00    4.34000000     0.000000e+00
## 877        0.000000e+00    0.000000e+00    4.76000000     0.000000e+00
## 878        0.000000e+00    0.000000e+00    5.14000000     0.000000e+00
## 879        0.000000e+00    0.000000e+00    1.85000000     0.000000e+00
## 880        0.000000e+00    0.000000e+00    1.88000000     0.000000e+00
## 881        0.000000e+00    0.000000e+00    5.45000000     0.000000e+00
## 882        7.000000e-02    0.000000e+00    3.30000000     2.200000e-01
## 883        0.000000e+00    0.000000e+00    1.28000000     0.000000e+00
## 884        0.000000e+00    0.000000e+00    1.47000000     0.000000e+00
## 885        0.000000e+00    0.000000e+00    1.91000000     0.000000e+00
## 886        0.000000e+00    0.000000e+00    1.88000000     0.000000e+00
## 887        0.000000e+00    0.000000e+00    2.24000000     0.000000e+00
## 888        0.000000e+00    0.000000e+00    2.23000000     0.000000e+00
## 889        0.000000e+00    0.000000e+00    0.34000000     2.520670e-02
## 890        0.000000e+00    0.000000e+00    0.00000000     0.000000e+00
## 891        0.000000e+00    0.000000e+00    0.91000000     0.000000e+00
## 892        0.000000e+00    0.000000e+00    2.66000000     0.000000e+00
## 893        0.000000e+00    0.000000e+00    3.69000000     0.000000e+00
## 894        2.925000e-02    0.000000e+00    0.00000000     0.000000e+00
## 895        4.100000e-01    3.000000e-02    2.99000000     0.000000e+00
## 896        0.000000e+00    3.100000e-01    3.76000000     3.100000e-01
## 897        0.000000e+00    0.000000e+00    2.84000000     0.000000e+00
## 898        0.000000e+00    0.000000e+00    0.00000000     0.000000e+00
## 899        2.700000e-01    8.300000e-01    2.49000000     0.000000e+00
## 900        0.000000e+00    0.000000e+00    1.31000000     0.000000e+00
## 901        0.000000e+00    0.000000e+00    1.31000000     0.000000e+00
## 902        0.000000e+00    0.000000e+00    4.65000000     0.000000e+00
## 903        0.000000e+00    1.834724e-01    3.41000000     0.000000e+00
## 904        0.000000e+00    1.006794e-01    2.08000000     0.000000e+00
## 905        3.900000e-01    1.900000e-01    1.60000000     4.000000e-02
## 906        0.000000e+00    3.582900e-01    2.03000000     0.000000e+00
## 907        1.395455e-03    0.000000e+00    0.00000000     0.000000e+00
## 908        0.000000e+00    0.000000e+00    1.70000000     0.000000e+00
## 909        3.700000e-01    0.000000e+00    2.63000000     0.000000e+00
## 910        0.000000e+00    0.000000e+00    0.98000000     0.000000e+00
## 911        4.300000e-01    3.000000e-02    3.00000000     0.000000e+00
## 912        0.000000e+00    0.000000e+00    2.66000000     2.000000e-01
## 913        0.000000e+00    0.000000e+00    0.00000000     0.000000e+00
## 914        0.000000e+00    0.000000e+00    1.31000000     0.000000e+00
## 915        1.247429e-01    5.400000e-01    4.91000000     0.000000e+00
## 916        1.800045e-01    6.500000e-01    1.30000000     1.280000e-02
## 917        0.000000e+00    0.000000e+00    2.35000000     0.000000e+00
## 918        3.200000e-01    0.000000e+00    2.28000000     0.000000e+00
## 919        0.000000e+00    0.000000e+00    0.00000000     0.000000e+00
## 920        2.400000e-01    0.000000e+00    2.47000000     0.000000e+00
## 921        3.200000e-01    0.000000e+00    2.27000000     0.000000e+00
## 922        3.200000e-01    0.000000e+00    2.27000000     0.000000e+00
## 923        7.800000e-01    0.000000e+00    1.56000000     0.000000e+00
## 924        0.000000e+00    4.000000e-01    0.40000000     0.000000e+00
## 925        7.800000e-01    0.000000e+00    1.57000000     0.000000e+00
## 926        3.700000e-01    1.130000e+00    6.06000000     0.000000e+00
## 927        0.000000e+00    0.000000e+00    3.36000000     0.000000e+00
## 928        0.000000e+00    0.000000e+00    0.87000000     0.000000e+00
## 929        7.800000e-01    0.000000e+00    1.57000000     0.000000e+00
## 930        0.000000e+00    8.100000e-01    2.43000000    -1.160270e-16
## 931        3.800000e-01    0.000000e+00    3.11000000     0.000000e+00
## 932        4.300000e-01    4.300000e-01    4.38000000     0.000000e+00
## 933        1.371429e-03    0.000000e+00    4.93000000     0.000000e+00
## 934        0.000000e+00    0.000000e+00    3.17000000     0.000000e+00
## 935        0.000000e+00    0.000000e+00    0.90000000     0.000000e+00
## 936        0.000000e+00    3.200000e-01    0.98000000     0.000000e+00
## 937        0.000000e+00    0.000000e+00    1.89000000     0.000000e+00
## 938        0.000000e+00    0.000000e+00    0.91000000     0.000000e+00
## 939        0.000000e+00    0.000000e+00    1.15000000     5.000000e-02
## 940        0.000000e+00    0.000000e+00    1.04000000     5.000000e-02
## 941        0.000000e+00    1.727299e-02    3.47000000     0.000000e+00
## 942        0.000000e+00    1.727299e-02    3.47000000     0.000000e+00
## 943        0.000000e+00    0.000000e+00    0.38000000     1.974912e-02
## 944        0.000000e+00    0.000000e+00    0.38000000     1.974912e-02
## 945        0.000000e+00    0.000000e+00    0.38000000     1.974912e-02
## 946        0.000000e+00    0.000000e+00    0.00000000     0.000000e+00
## 947        0.000000e+00    0.000000e+00    0.00000000     0.000000e+00
## 948        0.000000e+00    0.000000e+00    3.28000000     0.000000e+00
## 949        0.000000e+00    0.000000e+00    0.00000000     0.000000e+00
## 950        0.000000e+00    0.000000e+00    0.00000000     0.000000e+00
## 951        6.000000e-01    3.000000e-01    2.40000000     1.564762e-02
## 952        3.200000e-01    0.000000e+00    2.27000000     0.000000e+00
## 953        8.000000e-02    9.400000e-01    1.62000000     1.700000e-01
## 954        0.000000e+00    0.000000e+00    1.83000000     0.000000e+00
## 955        0.000000e+00    0.000000e+00    2.06000000     0.000000e+00
## 956        0.000000e+00    0.000000e+00    2.08000000     0.000000e+00
## 957        0.000000e+00    0.000000e+00    2.06000000     0.000000e+00
## 958        0.000000e+00    3.481678e-01    1.86000000     0.000000e+00
## 959        0.000000e+00    0.000000e+00    4.87000000     0.000000e+00
## 960        0.000000e+00    0.000000e+00    1.31000000     0.000000e+00
## 961        0.000000e+00    0.000000e+00    1.05000000     2.160000e-02
## 962        1.063000e-01    0.000000e+00    4.47000000     0.000000e+00
## 963        0.000000e+00    0.000000e+00    1.29000000     0.000000e+00
## 964        1.000000e-01    3.800000e-01    0.07000000     2.000000e-01
## 965        0.000000e+00    6.600000e-01    0.66000000     0.000000e+00
## 966        0.000000e+00    6.700000e-01    0.67000000     0.000000e+00
## 967        0.000000e+00    4.340000e-02    1.07000000     0.000000e+00
## 968        0.000000e+00    0.000000e+00    1.09000000    -1.610864e-16
## 969        0.000000e+00    4.340000e-02    1.07000000     0.000000e+00
## 970        0.000000e+00    0.000000e+00    1.84000000     0.000000e+00
## 971        0.000000e+00    0.000000e+00    3.81000000     2.300000e-01
## 972        7.100000e-01    0.000000e+00    3.80000000     0.000000e+00
## 973        0.000000e+00    0.000000e+00    3.81000000     2.300000e-01
## 974        1.595150e-01    0.000000e+00    0.86000000     1.025000e-02
## 975        5.500000e-02    0.000000e+00    5.40000000     0.000000e+00
## 976        1.063000e-01    0.000000e+00    4.47000000     0.000000e+00
## 977        0.000000e+00    3.200000e-01    0.81000000     4.300000e-02
## 978        0.000000e+00    2.700000e-01    1.08000000     0.000000e+00
## 979        2.100000e-01    0.000000e+00    0.64000000     2.100000e-01
## 980        6.400000e-01    0.000000e+00    1.29000000     0.000000e+00
## 981        1.247429e-01    5.400000e-01    4.91000000     0.000000e+00
## 982        0.000000e+00    0.000000e+00    4.16000000     0.000000e+00
## 983        3.700000e-01    0.000000e+00    2.65000000     0.000000e+00
## 984        0.000000e+00    0.000000e+00    3.22000000     2.100000e-03
## 985        0.000000e+00    0.000000e+00    1.31000000     0.000000e+00
## 986        0.000000e+00    0.000000e+00    3.36000000     0.000000e+00
## 987        0.000000e+00    0.000000e+00    2.73000000     0.000000e+00
## 988        0.000000e+00    3.800000e-01    2.32000000     0.000000e+00
## 989        5.400000e-01    1.090000e+00    2.46000000     2.234762e-02
## 990        6.200000e-01    0.000000e+00    3.14000000     0.000000e+00
## 991        6.706667e-02    0.000000e+00    3.29000000     0.000000e+00
## 992        0.000000e+00    1.110000e+00    1.31000000     2.000000e-01
## 993        8.100000e-01    0.000000e+00    3.27000000     0.000000e+00
## 994        0.000000e+00    0.000000e+00    1.86000000     0.000000e+00
## 995        0.000000e+00    9.245000e-02    0.41000000     0.000000e+00
## 996        0.000000e+00    8.200000e-01    2.47000000     0.000000e+00
## 997        0.000000e+00    8.200000e-01    2.47000000     0.000000e+00
## 998        0.000000e+00    8.200000e-01    2.47000000     0.000000e+00
## 999        0.000000e+00    0.000000e+00    3.89000000     0.000000e+00
## 1000       0.000000e+00    0.000000e+00    1.80000000     0.000000e+00
## 1001       0.000000e+00    0.000000e+00    1.80000000     0.000000e+00
## 1002       0.000000e+00    0.000000e+00    1.83000000     0.000000e+00
## 1003       1.596000e-01    0.000000e+00    1.23000000     3.030000e-02
## 1004       9.000000e-02    0.000000e+00    3.75000000     9.000000e-02
## 1005       0.000000e+00    0.000000e+00    1.31000000     0.000000e+00
## 1006       0.000000e+00    0.000000e+00    1.31000000     0.000000e+00
## 1007       0.000000e+00    0.000000e+00    2.70000000     0.000000e+00
## 1008       4.700000e-01    0.000000e+00    4.24000000     0.000000e+00
## 1009       3.600000e-01    3.600000e-01    1.08000000     0.000000e+00
## 1010       0.000000e+00    0.000000e+00    2.94000000     0.000000e+00
## 1011       0.000000e+00    0.000000e+00    2.94000000     0.000000e+00
## 1012       1.132800e-01    1.030000e+00    3.10000000     0.000000e+00
## 1013       1.122800e-01    1.010000e+00    3.04000000     0.000000e+00
## 1014       3.700000e-01    3.700000e-01    1.48000000     0.000000e+00
## 1015       9.000000e-02    0.000000e+00    3.75000000     9.000000e-02
## 1016       3.600000e-01    3.600000e-01    1.08000000     0.000000e+00
## 1017       3.000000e-01    0.000000e+00    2.26000000     0.000000e+00
## 1018       0.000000e+00    7.500000e-01    1.51000000     0.000000e+00
## 1019       6.000000e-02    0.000000e+00    3.82000000     1.900000e-01
## 1020       0.000000e+00    0.000000e+00    0.91000000     0.000000e+00
## 1021       0.000000e+00    0.000000e+00    1.09000000     5.000000e-02
## 1022       0.000000e+00    0.000000e+00    3.57000000     0.000000e+00
## 1023       3.707371e-01    0.000000e+00    2.24000000     0.000000e+00
## 1024       7.700000e-01    0.000000e+00    2.32000000     0.000000e+00
## 1025       2.800000e-01    0.000000e+00    1.82000000     2.160000e-02
## 1026       0.000000e+00    1.110000e+00    1.31000000     2.000000e-01
## 1027       8.000000e-01    0.000000e+00    2.40000000     0.000000e+00
## 1028       0.000000e+00    0.000000e+00    3.27000000     0.000000e+00
## 1029       0.000000e+00    0.000000e+00    3.49000000     0.000000e+00
## 1030       0.000000e+00    0.000000e+00    3.66000000     1.180000e-02
## 1031       3.200000e-01    0.000000e+00    2.28000000     0.000000e+00
## 1032       3.200000e-01    0.000000e+00    2.28000000     0.000000e+00
## 1033       8.000000e-02    9.300000e-01    1.62000000     1.700000e-01
## 1034       6.400000e-01    5.000000e-02    4.21000000     2.300000e-01
## 1035       2.700000e-01    0.000000e+00    4.87000000     0.000000e+00
## 1036       0.000000e+00    4.400000e-01    3.53000000     0.000000e+00
## 1037       0.000000e+00    0.000000e+00    3.44000000     0.000000e+00
## 1038       0.000000e+00    0.000000e+00    0.00000000     0.000000e+00
## 1039       9.426000e-02    0.000000e+00    2.70000000     0.000000e+00
## 1040       0.000000e+00    0.000000e+00    0.91000000     0.000000e+00
## 1041       0.000000e+00    0.000000e+00    6.00000000     0.000000e+00
## 1042       0.000000e+00    6.800000e-01    4.10000000     0.000000e+00
## 1043       1.009667e-01    0.000000e+00    0.55000000     2.700000e-01
## 1044       1.900000e-01    0.000000e+00    0.77000000     0.000000e+00
## 1045       0.000000e+00    0.000000e+00    0.00000000     0.000000e+00
## 1046       0.000000e+00    0.000000e+00    0.00000000     0.000000e+00
## 1047       0.000000e+00    5.600000e-01    3.38000000     0.000000e+00
## 1048       0.000000e+00    1.110000e+00    2.23000000     5.013571e-02
## 1049       8.000000e-01    0.000000e+00    1.61000000     0.000000e+00
## 1050       0.000000e+00    0.000000e+00    1.31000000     0.000000e+00
## 1051       1.083723e-01    0.000000e+00    0.00000000     0.000000e+00
## 1052       0.000000e+00    0.000000e+00    1.04000000     5.000000e-02
## 1053       0.000000e+00    0.000000e+00    1.22000000     0.000000e+00
## 1054       1.687800e-01    0.000000e+00    2.62000000     0.000000e+00
## 1055       7.200000e-01    6.000000e-02    4.41000000     2.400000e-01
## 1056       0.000000e+00    0.000000e+00    0.45000000     0.000000e+00
## 1057       0.000000e+00    8.200000e-01    3.73000000     0.000000e+00
## 1058       0.000000e+00    3.200000e-01    1.87000000     0.000000e+00
## 1059       0.000000e+00    1.010000e+00    2.23000000     5.013571e-02
## 1060       0.000000e+00    2.200000e-01    1.58000000     0.000000e+00
## 1061       0.000000e+00    0.000000e+00    1.31000000     0.000000e+00
## 1062       0.000000e+00    0.000000e+00    1.22000000     0.000000e+00
## 1063       0.000000e+00    0.000000e+00    3.43000000     0.000000e+00
## 1064       0.000000e+00    0.000000e+00    0.00000000     0.000000e+00
## 1065       2.000000e-01    1.300000e-01    1.16000000     0.000000e+00
## 1066       1.009723e-01    0.000000e+00    0.00000000     0.000000e+00
## 1067       0.000000e+00    0.000000e+00    2.30000000     0.000000e+00
## 1068       0.000000e+00    0.000000e+00    3.27000000     0.000000e+00
## 1069       1.774786e-01    3.300000e-01    2.02000000     3.740000e-02
## 1070       9.000000e-02    0.000000e+00    3.75000000     0.000000e+00
## 1071       0.000000e+00    0.000000e+00    0.00000000     0.000000e+00
## 1072       6.900000e-01    5.000000e-02    4.25000000     2.300000e-01
## 1073       0.000000e+00    0.000000e+00    2.45000000     0.000000e+00
## 1074       0.000000e+00    0.000000e+00    3.22000000     0.000000e+00
## 1075       0.000000e+00    5.500000e-01    3.31000000     0.000000e+00
## 1076       0.000000e+00    5.500000e-01    3.31000000     0.000000e+00
## 1077       3.100000e-01    0.000000e+00    2.55000000     0.000000e+00
## 1078       0.000000e+00    0.000000e+00    5.90000000     0.000000e+00
## 1079       6.837227e-02    0.000000e+00    0.00000000     0.000000e+00
## 1080       0.000000e+00    5.400000e-01    3.24000000     0.000000e+00
## 1081       1.400000e-01    1.400000e-01    1.01000000     0.000000e+00
## 1082       0.000000e+00    0.000000e+00    1.32000000     0.000000e+00
## 1083       2.900000e-01    0.000000e+00    2.20000000     0.000000e+00
## 1084       1.400000e-01    4.400000e-01    3.55000000     0.000000e+00
## 1085       3.100000e-01    0.000000e+00    2.55000000     0.000000e+00
## 1086       3.100000e-01    0.000000e+00    2.55000000     0.000000e+00
## 1087       6.400000e-01    5.000000e-02    4.21000000     2.300000e-01
## 1088       4.800000e-01    4.800000e-01    4.36000000     0.000000e+00
## 1089       0.000000e+00    8.200000e-01    3.73000000     0.000000e+00
## 1090       0.000000e+00    0.000000e+00    3.00000000     0.000000e+00
## 1091       0.000000e+00    0.000000e+00    0.00000000     0.000000e+00
## 1092       0.000000e+00    0.000000e+00    1.63000000     0.000000e+00
## 1093       1.700000e-01    8.000000e-02    1.20000000     0.000000e+00
## 1094       1.700000e-01    8.000000e-02    1.20000000     0.000000e+00
## 1095       0.000000e+00    6.900000e-01    4.86000000     0.000000e+00
## 1096       5.800000e-01    2.900000e-01    2.61000000     1.784762e-02
## 1097       0.000000e+00    0.000000e+00    0.90000000     0.000000e+00
## 1098       0.000000e+00    0.000000e+00    3.44000000     3.500000e-03
## 1099       0.000000e+00    0.000000e+00    1.33000000     0.000000e+00
## 1100       0.000000e+00    4.400000e-01    3.32000000     0.000000e+00
## 1101       0.000000e+00    8.145000e-02    6.36000000     0.000000e+00
## 1102       0.000000e+00    0.000000e+00    0.00000000     0.000000e+00
## 1103       0.000000e+00    0.000000e+00    1.70000000     0.000000e+00
## 1104       7.500000e-01    0.000000e+00    2.65000000     0.000000e+00
## 1105       8.500000e-03   -8.618106e-17    2.66000000     0.000000e+00
## 1106       0.000000e+00    0.000000e+00    2.54000000     7.300000e-03
## 1107       5.400000e-01    0.000000e+00    4.32000000     0.000000e+00
## 1108       0.000000e+00    0.000000e+00    1.81000000     0.000000e+00
## 1109       3.311455e-01    0.000000e+00    1.92000000     0.000000e+00
## 1110       0.000000e+00    9.800000e-01    2.94000000     0.000000e+00
## 1111       0.000000e+00    0.000000e+00    4.44000000     0.000000e+00
## 1112       0.000000e+00    0.000000e+00    0.56000000     0.000000e+00
## 1113       0.000000e+00    0.000000e+00    2.74000000     0.000000e+00
## 1114       0.000000e+00    0.000000e+00    2.66000000     0.000000e+00
## 1115       3.400000e-01    3.400000e-01    2.75000000     1.300000e-01
## 1116       0.000000e+00    0.000000e+00    2.72000000     0.000000e+00
## 1117       5.800000e-01    5.800000e-01    0.58000000     0.000000e+00
## 1118       0.000000e+00    0.000000e+00    2.80000000     0.000000e+00
## 1119       3.000000e-01    3.000000e-01    2.12000000     0.000000e+00
## 1120       3.000000e-01    3.000000e-01    2.11000000     0.000000e+00
## 1121       0.000000e+00    5.900000e-01    3.57000000     0.000000e+00
## 1122       4.200000e-01    2.000000e-02    3.05000000     0.000000e+00
## 1123       5.800000e-01    5.800000e-01    0.58000000     0.000000e+00
## 1124       3.000000e-01    3.000000e-01    2.12000000     0.000000e+00
## 1125       3.000000e-01    3.000000e-01    2.12000000     0.000000e+00
## 1126       2.592049e-01    0.000000e+00    5.26000000     0.000000e+00
## 1127       0.000000e+00    0.000000e+00    0.00000000     0.000000e+00
## 1128       0.000000e+00    0.000000e+00    7.14000000     0.000000e+00
## 1129       0.000000e+00    0.000000e+00    1.20000000     0.000000e+00
## 1130       0.000000e+00    0.000000e+00    1.20000000     0.000000e+00
## 1131       0.000000e+00    0.000000e+00    3.03000000     0.000000e+00
## 1132       1.397000e-01    0.000000e+00    0.87000000     0.000000e+00
## 1133       1.394000e-01    0.000000e+00    0.87000000     0.000000e+00
## 1134       5.800000e-01    2.900000e-01    2.61000000     1.784762e-02
## 1135       0.000000e+00   -1.991463e-16    7.04000000     0.000000e+00
## 1136       7.300000e-01    0.000000e+00    2.94000000     0.000000e+00
## 1137       0.000000e+00    0.000000e+00    0.58000000     0.000000e+00
## 1138       1.700000e-01    8.000000e-02    1.20000000     0.000000e+00
## 1139       0.000000e+00    0.000000e+00    1.32000000     0.000000e+00
## 1140       4.400000e-01    0.000000e+00    3.21000000     0.000000e+00
## 1141       1.800000e-01    5.400000e-01    1.82000000     0.000000e+00
## 1142       1.700000e-01    8.000000e-02    1.20000000     0.000000e+00
## 1143       9.950000e-03    4.242727e-02    2.53000000     0.000000e+00
## 1144       0.000000e+00    0.000000e+00    3.30000000     0.000000e+00
## 1145       0.000000e+00    0.000000e+00    2.26000000     0.000000e+00
## 1146       0.000000e+00    1.950424e-01    3.46000000     0.000000e+00
## 1147       0.000000e+00    0.000000e+00    2.17000000     0.000000e+00
## 1148       9.000000e-02    0.000000e+00    3.79000000     0.000000e+00
## 1149       0.000000e+00    0.000000e+00    3.87000000     0.000000e+00
## 1150       0.000000e+00    0.000000e+00    3.17000000     0.000000e+00
## 1151       1.000439e-01    4.900000e-01    4.43000000     0.000000e+00
## 1152       0.000000e+00    0.000000e+00    3.87000000     0.000000e+00
## 1153       0.000000e+00    1.200000e-01    1.67000000     6.000000e-02
## 1154       0.000000e+00    7.400000e-01    2.99000000     0.000000e+00
## 1155       1.546810e-01    3.900000e-01    3.96000000     0.000000e+00
## 1156       4.100000e-01    0.000000e+00    2.90000000     0.000000e+00
## 1157       1.400000e-01    4.000000e-02    1.53000000     2.400000e-01
## 1158       4.100000e-01    0.000000e+00    2.90000000     0.000000e+00
## 1159       0.000000e+00    0.000000e+00    0.00000000     0.000000e+00
## 1160       1.587593e-01    0.000000e+00    2.43000000     1.800000e-02
## 1161       0.000000e+00    0.000000e+00    6.73000000     0.000000e+00
## 1162       4.700000e-01    0.000000e+00    3.23000000     0.000000e+00
## 1163       0.000000e+00    0.000000e+00    0.00000000     0.000000e+00
## 1164       5.300000e-01    0.000000e+00    4.25000000     0.000000e+00
## 1165       0.000000e+00    8.200000e-01    3.73000000     0.000000e+00
## 1166       2.327897e-01    0.000000e+00    3.91000000     0.000000e+00
## 1167       2.327897e-01    0.000000e+00    3.91000000     0.000000e+00
## 1168       0.000000e+00    0.000000e+00    2.27000000     0.000000e+00
## 1169       2.018000e-01    1.700000e-01    1.90000000     3.430000e-02
## 1170       1.200000e-01    1.635667e-01    2.81000000     1.200000e-01
## 1171       1.417000e-01    0.000000e+00    2.83000000     0.000000e+00
## 1172       4.400000e-01    0.000000e+00    3.24000000     0.000000e+00
## 1173       4.500000e-01    4.500000e-01    1.80000000     0.000000e+00
## 1174       0.000000e+00    0.000000e+00    0.00000000     0.000000e+00
## 1175       0.000000e+00    0.000000e+00    0.00000000     0.000000e+00
## 1176       0.000000e+00    0.000000e+00    0.00000000     0.000000e+00
## 1177       0.000000e+00    1.900000e-01    1.38000000     0.000000e+00
## 1178       0.000000e+00    0.000000e+00    5.86000000     0.000000e+00
## 1179       0.000000e+00    0.000000e+00    2.20000000     0.000000e+00
## 1180       0.000000e+00    0.000000e+00    0.00000000     0.000000e+00
## 1181       1.200000e-01    1.635667e-01    2.80000000     1.200000e-01
## 1182       1.607760e-01    0.000000e+00    2.40000000     7.900000e-03
## 1183       2.184898e-01    0.000000e+00    1.23000000     2.720000e-02
## 1184       0.000000e+00    6.000000e-01    1.81000000     0.000000e+00
## 1185       0.000000e+00    0.000000e+00    0.92000000     1.010000e-02
## 1186       0.000000e+00    0.000000e+00    1.35000000     0.000000e+00
## 1187       1.303333e-01    0.000000e+00    0.00000000     7.200000e-03
## 1188       0.000000e+00    0.000000e+00    0.99000000     2.700000e-03
## 1189       0.000000e+00    3.722671e-01    2.67000000     0.000000e+00
## 1190       0.000000e+00    0.000000e+00    5.55000000     0.000000e+00
## 1191       2.325897e-01    0.000000e+00    3.97000000     0.000000e+00
## 1192       1.100000e-01    0.000000e+00    4.84000000     2.970000e-02
## 1193       3.700000e-01    3.700000e-01    3.18000000     0.000000e+00
## 1194       3.264334e-01    0.000000e+00    2.38000000     0.000000e+00
## 1195       3.700000e-01    3.700000e-01    3.18000000     0.000000e+00
## 1196       0.000000e+00    2.400000e-01    1.21000000     0.000000e+00
## 1197       0.000000e+00    0.000000e+00    2.89000000     0.000000e+00
## 1198       0.000000e+00    0.000000e+00    1.35000000     0.000000e+00
## 1199       0.000000e+00    9.500000e-01    1.90000000     0.000000e+00
## 1200       0.000000e+00    9.500000e-01    1.90000000     0.000000e+00
## 1201       4.000000e-01    0.000000e+00    2.93000000     0.000000e+00
## 1202       0.000000e+00    0.000000e+00    0.00000000     0.000000e+00
## 1203       0.000000e+00    1.110000e+00    1.31000000     2.000000e-01
## 1204       1.303333e-01    0.000000e+00    0.00000000     9.300000e-03
## 1205       2.327897e-01    0.000000e+00    3.95000000     0.000000e+00
## 1206       0.000000e+00    0.000000e+00    4.76000000     0.000000e+00
## 1207       3.700000e-01    3.700000e-01    3.14000000     0.000000e+00
## 1208       0.000000e+00    0.000000e+00    0.00000000     0.000000e+00
## 1209       4.400000e-01    0.000000e+00    3.25000000     0.000000e+00
## 1210       0.000000e+00    0.000000e+00    4.09000000     0.000000e+00
## 1211       0.000000e+00    4.700000e-01    2.63000000     0.000000e+00
## 1212       0.000000e+00    1.959667e-01    2.99000000     0.000000e+00
## 1213       3.600000e-01    3.600000e-01    3.06000000     0.000000e+00
## 1214       2.900000e-01    5.800000e-01    2.91000000     8.700000e-03
## 1215       2.977184e-01    0.000000e+00    2.41000000     0.000000e+00
## 1216       3.260334e-01    0.000000e+00    2.42000000     0.000000e+00
## 1217       3.482334e-01    0.000000e+00    2.45000000     0.000000e+00
## 1218       4.700000e-03    0.000000e+00    2.18000000     1.200000e-03
## 1219       4.000000e-01    0.000000e+00    2.93000000     0.000000e+00
## 1220       1.530000e-02    0.000000e+00    3.52000000     0.000000e+00
## 1221       1.830000e-02    0.000000e+00    1.29000000    -1.721713e-16
## 1222       1.830000e-02    0.000000e+00    1.29000000    -1.721713e-16
## 1223       1.830000e-02    0.000000e+00    1.29000000    -1.721713e-16
## 1224       0.000000e+00    1.500000e-01    0.15000000     0.000000e+00
## 1225       2.587549e-01    0.000000e+00    4.60000000     0.000000e+00
## 1226       0.000000e+00    0.000000e+00    3.70000000     0.000000e+00
## 1227       4.400000e-01    0.000000e+00    3.22000000     0.000000e+00
## 1228       3.700000e-01    3.700000e-01    3.15000000     0.000000e+00
## 1229       3.100000e-01    4.075083e-01    2.22000000     0.000000e+00
## 1230       2.231564e-01    0.000000e+00    3.95000000     0.000000e+00
## 1231       3.700000e-01    3.700000e-01    3.15000000     0.000000e+00
## 1232       0.000000e+00    0.000000e+00    1.88000000     0.000000e+00
## 1233       5.200000e-01    0.000000e+00    4.04000000     0.000000e+00
## 1234       0.000000e+00    0.000000e+00    1.68000000     0.000000e+00
## 1235       3.200000e-03    0.000000e+00    0.88000000     0.000000e+00
## 1236       0.000000e+00    0.000000e+00    1.21000000     0.000000e+00
## 1237       0.000000e+00    1.170000e+00    3.81000000     7.004000e-02
## 1238       0.000000e+00    0.000000e+00    1.56000000    -1.357161e-16
## 1239       1.873500e-01    7.300000e-01    2.56000000     0.000000e+00
## 1240       0.000000e+00    0.000000e+00    0.22000000     0.000000e+00
## 1241       1.375800e-01    1.900000e-01    3.21000000     0.000000e+00
## 1242       0.000000e+00    8.400000e-01    2.95000000     0.000000e+00
## 1243       0.000000e+00    8.400000e-01    2.95000000     0.000000e+00
## 1244       0.000000e+00    0.000000e+00    2.00000000     5.700000e-03
## 1245       0.000000e+00    0.000000e+00    0.00000000     0.000000e+00
## 1246       8.642143e-02    6.799600e-02    1.25000000     0.000000e+00
## 1247       0.000000e+00    2.600000e-01    1.58000000     0.000000e+00
## 1248       1.376000e-01    0.000000e+00    7.09000000     0.000000e+00
## 1249       2.406897e-01    0.000000e+00    3.88000000     0.000000e+00
## 1250       0.000000e+00    0.000000e+00    1.45000000     0.000000e+00
## 1251       0.000000e+00    0.000000e+00    2.54000000     0.000000e+00
## 1252       0.000000e+00    0.000000e+00    1.45000000     0.000000e+00
## 1253       0.000000e+00    2.788071e-01    0.81000000     0.000000e+00
## 1254       5.000000e-02    1.700000e-01    3.01000000     1.550000e-02
## 1255       0.000000e+00    0.000000e+00    2.14000000     0.000000e+00
## 1256       2.209918e-01    0.000000e+00    2.61000000     0.000000e+00
## 1257       0.000000e+00    0.000000e+00    3.22000000     0.000000e+00
## 1258       1.148000e-01    0.000000e+00    3.84000000     0.000000e+00
## 1259       6.400000e-01    6.400000e-01    3.24000000     0.000000e+00
## 1260       7.520000e-02    0.000000e+00    2.45000000     0.000000e+00
## 1261       0.000000e+00    4.400000e-01    1.76000000     0.000000e+00
## 1262       0.000000e+00    0.000000e+00    1.38000000     0.000000e+00
## 1263       0.000000e+00    4.400000e-01    1.76000000     0.000000e+00
## 1264       0.000000e+00    4.400000e-01    1.76000000     0.000000e+00
## 1265       0.000000e+00    4.400000e-01    1.76000000     0.000000e+00
## 1266       0.000000e+00    0.000000e+00    1.18000000     0.000000e+00
## 1267       0.000000e+00    1.110000e+00    1.31000000     2.000000e-01
## 1268       0.000000e+00    0.000000e+00    1.66000000     0.000000e+00
## 1269       0.000000e+00    1.110000e+00    1.31000000     2.000000e-01
## 1270       0.000000e+00    0.000000e+00    1.40000000     1.700000e-01
## 1271       0.000000e+00    0.000000e+00    4.03000000     0.000000e+00
## 1272       1.998100e-01    1.050000e+00    4.21000000     0.000000e+00
## 1273       6.900000e-01    5.000000e-02    4.24000000     2.300000e-01
## 1274       0.000000e+00    0.000000e+00    1.39000000     1.700000e-01
## 1275       0.000000e+00    0.000000e+00    2.46000000     0.000000e+00
## 1276       2.000000e-01    4.311030e-01    2.20000000     2.000000e-01
## 1277       0.000000e+00    0.000000e+00    3.83000000     7.800000e-03
## 1278       1.200000e-01    1.632667e-01    2.80000000     1.200000e-01
## 1279       1.200000e-01    1.632667e-01    2.81000000     1.200000e-01
## 1280       1.900000e-01    3.686683e-01    1.75000000     6.780000e-02
## 1281       2.000000e-01    3.997683e-01    1.87000000     7.500000e-02
## 1282       0.000000e+00    0.000000e+00    0.61000000     0.000000e+00
## 1283       2.330000e-02    0.000000e+00    1.13000000     0.000000e+00
## 1284       6.900000e-01    5.000000e-02    4.24000000     2.300000e-01
## 1285       0.000000e+00    0.000000e+00    1.94000000     0.000000e+00
## 1286       2.000000e-01    4.016350e-01    1.87000000     7.490000e-02
## 1287       1.900000e-01    1.900000e-01    0.59000000     5.732000e-02
## 1288       0.000000e+00    0.000000e+00    2.17000000     0.000000e+00
## 1289       1.000000e-01    0.000000e+00    3.81000000     0.000000e+00
## 1290       3.900000e-01    0.000000e+00    2.39000000     0.000000e+00
## 1291       0.000000e+00    0.000000e+00    1.25000000     0.000000e+00
## 1292       0.000000e+00    2.700000e-01    2.16000000     0.000000e+00
## 1293       0.000000e+00    2.600000e-01    1.33000000     0.000000e+00
## 1294       0.000000e+00    2.855478e-01    1.81000000     0.000000e+00
## 1295       0.000000e+00    4.400000e-01    2.64000000     0.000000e+00
## 1296       0.000000e+00    5.500000e-01    1.66000000     0.000000e+00
## 1297       0.000000e+00    0.000000e+00    1.61000000     0.000000e+00
## 1298       0.000000e+00    5.300000e-01    2.13000000     0.000000e+00
## 1299       0.000000e+00    0.000000e+00    2.35000000     0.000000e+00
## 1300       0.000000e+00    0.000000e+00    6.06000000     0.000000e+00
## 1301       8.000000e-01    8.000000e-01    1.60000000     0.000000e+00
## 1302       8.000000e-01    8.000000e-01    1.60000000     0.000000e+00
## 1303       1.100000e-01    0.000000e+00    4.51000000     0.000000e+00
## 1304       1.700000e-01    5.152428e-01    2.43000000     1.700000e-01
## 1305       0.000000e+00    1.110000e+00    2.22000000     4.375000e-02
## 1306       0.000000e+00    0.000000e+00    2.03000000     0.000000e+00
## 1307       2.000000e-01    4.317030e-01    2.20000000     2.000000e-01
## 1308       0.000000e+00    4.900000e-01    3.46000000     0.000000e+00
## 1309       0.000000e+00    0.000000e+00    4.60000000     0.000000e+00
## 1310       6.200000e-01    0.000000e+00    0.62000000     0.000000e+00
## 1311       2.210727e-02    9.000000e-01    1.81000000     0.000000e+00
## 1312       1.843815e-01    1.160000e+00    2.33000000     0.000000e+00
## 1313       0.000000e+00    0.000000e+00    0.47000000     4.200000e-03
## 1314       4.300000e-01    4.800000e-01    3.56000000     0.000000e+00
## 1315       4.300000e-01    4.800000e-01    3.56000000     0.000000e+00
## 1316       1.809000e-01    5.500000e-01    1.67000000     2.331579e-02
## 1317       0.000000e+00    0.000000e+00    0.00000000     0.000000e+00
## 1318       3.000000e-02    0.000000e+00    0.81000000     3.000000e-02
## 1319       0.000000e+00    0.000000e+00    2.89000000     0.000000e+00
## 1320       5.400000e-01    0.000000e+00    2.46000000     0.000000e+00
## 1321       0.000000e+00    0.000000e+00    2.56000000     9.000000e-03
## 1322       0.000000e+00    0.000000e+00    2.56000000     0.000000e+00
## 1323       7.000000e-02    7.000000e-02    4.38000000     0.000000e+00
## 1324       0.000000e+00    0.000000e+00    0.00000000     0.000000e+00
## 1325       0.000000e+00    0.000000e+00    1.56000000     0.000000e+00
## 1326       0.000000e+00    3.400000e-01    4.76000000     0.000000e+00
## 1327       0.000000e+00    0.000000e+00    4.25000000     0.000000e+00
## 1328       3.200000e-01    0.000000e+00    0.80000000     0.000000e+00
## 1329       1.904000e-01    5.600000e-01    1.69000000     2.726579e-02
## 1330       3.000000e-01    6.100000e-01    1.84000000     0.000000e+00
## 1331       0.000000e+00    0.000000e+00    1.88000000     0.000000e+00
## 1332       0.000000e+00    0.000000e+00    6.66000000     0.000000e+00
## 1333       0.000000e+00    0.000000e+00    1.88000000     0.000000e+00
## 1334       0.000000e+00    0.000000e+00    6.66000000     0.000000e+00
## 1335       0.000000e+00    0.000000e+00    1.88000000     0.000000e+00
## 1336       0.000000e+00    0.000000e+00    6.66000000     0.000000e+00
## 1337       1.000000e-01    0.000000e+00    0.00000000     0.000000e+00
## 1338       0.000000e+00    3.800000e-01    4.61000000     2.900000e-03
## 1339       0.000000e+00    1.706874e-01    4.10000000     0.000000e+00
## 1340       5.100000e-01    5.100000e-01    2.59000000     0.000000e+00
## 1341       0.000000e+00    1.700000e-01    3.21000000     0.000000e+00
## 1342       0.000000e+00    0.000000e+00    0.00000000     0.000000e+00
## 1343       0.000000e+00    0.000000e+00    0.82000000     0.000000e+00
## 1344       0.000000e+00    0.000000e+00    2.19000000     0.000000e+00
## 1345       0.000000e+00    0.000000e+00    2.01000000     0.000000e+00
## 1346       1.200000e-01    0.000000e+00    4.55000000     0.000000e+00
## 1347       1.200000e-01    0.000000e+00    4.55000000     0.000000e+00
## 1348       0.000000e+00    0.000000e+00    0.00000000     0.000000e+00
## 1349       0.000000e+00    0.000000e+00    3.98000000     0.000000e+00
## 1350       9.000000e-02    0.000000e+00    1.27000000     0.000000e+00
## 1351       0.000000e+00    0.000000e+00    5.40000000     0.000000e+00
## 1352       0.000000e+00    0.000000e+00    0.00000000     0.000000e+00
## 1353       5.300000e-01    5.300000e-01    2.65000000     0.000000e+00
## 1354       4.364917e-01    2.300000e-01    1.90000000     1.767000e-01
## 1355       7.100000e-01    7.100000e-01    2.85000000     0.000000e+00
## 1356       0.000000e+00    1.900000e-01    0.19000000     2.200000e-02
## 1357       2.000000e-01    0.000000e+00    1.72000000     3.720000e-02
## 1358       4.300000e-01    0.000000e+00    3.16000000     0.000000e+00
## 1359       2.588200e-01    0.000000e+00    1.29000000     3.071579e-02
## 1360       2.000000e-01    0.000000e+00    1.72000000     3.720000e-02
## 1361       8.000000e-02    9.300000e-01    1.61000000     1.700000e-01
## 1362       9.000000e-02    0.000000e+00    3.67000000     9.000000e-02
## 1363       0.000000e+00    7.480886e-03    1.92000000     0.000000e+00
## 1364       2.000000e-01    0.000000e+00    1.72000000     4.110000e-02
## 1365       0.000000e+00    0.000000e+00    0.00000000     0.000000e+00
## 1366       0.000000e+00    0.000000e+00    0.00000000     0.000000e+00
## 1367       7.600000e-01    3.300000e-01    1.60000000     8.850000e-02
## 1368       7.600000e-01    3.300000e-01    1.52000000     9.170000e-02
## 1369       0.000000e+00    0.000000e+00    3.15000000     0.000000e+00
## 1370       0.000000e+00    0.000000e+00    0.00000000     0.000000e+00
## 1371       1.900000e-01    0.000000e+00    1.66000000     4.460000e-02
## 1372       0.000000e+00    0.000000e+00    0.00000000     0.000000e+00
## 1373       0.000000e+00    0.000000e+00    1.67000000     0.000000e+00
## 1374       5.900000e-01    2.900000e-01    4.16000000     0.000000e+00
## 1375       2.341625e-01    1.600000e-01    3.60000000     4.020000e-02
## 1376       0.000000e+00    6.400000e-01    3.24000000     0.000000e+00
## 1377       0.000000e+00    4.800000e-01    5.79000000     0.000000e+00
## 1378       0.000000e+00    0.000000e+00    1.85000000     0.000000e+00
## 1379       7.700000e-01    7.700000e-01    2.72000000     0.000000e+00
## 1380       0.000000e+00    0.000000e+00    2.55000000     0.000000e+00
## 1381       3.000000e-01    0.000000e+00    0.30000000     0.000000e+00
## 1382       0.000000e+00    1.800000e-01    3.18000000     0.000000e+00
## 1383       0.000000e+00    0.000000e+00    3.21000000    -1.728912e-16
## 1384       0.000000e+00    3.600000e-01    2.91000000     0.000000e+00
## 1385       0.000000e+00    0.000000e+00    0.93000000     0.000000e+00
## 1386       4.200000e-01    3.000000e-02    2.75000000     0.000000e+00
## 1387       6.700000e-01    3.300000e-01    0.67000000     0.000000e+00
## 1388       0.000000e+00    0.000000e+00    0.20000000     0.000000e+00
## 1389       0.000000e+00    0.000000e+00    3.38000000     0.000000e+00
## 1390       0.000000e+00    0.000000e+00    4.34000000     0.000000e+00
## 1391       0.000000e+00    0.000000e+00    3.14000000     0.000000e+00
## 1392       2.400000e-01    0.000000e+00    4.45000000     0.000000e+00
## 1393       0.000000e+00    0.000000e+00    1.75000000     0.000000e+00
## 1394       0.000000e+00    0.000000e+00    1.80000000     0.000000e+00
## 1395       9.232750e-02    2.900000e-01    2.04000000     2.000000e-03
## 1396       2.400000e-01    0.000000e+00    2.33000000     0.000000e+00
## 1397       1.281400e-01    0.000000e+00    1.00000000     0.000000e+00
## 1398       0.000000e+00    6.200000e-01    2.48000000     0.000000e+00
## 1399       0.000000e+00    3.329300e-01    2.08000000     0.000000e+00
## 1400       0.000000e+00    0.000000e+00    2.17000000     0.000000e+00
## 1401       0.000000e+00    0.000000e+00    3.27000000     0.000000e+00
## 1402       0.000000e+00    0.000000e+00    0.00000000     0.000000e+00
## 1403       0.000000e+00    0.000000e+00    0.00000000     0.000000e+00
## 1404       0.000000e+00    0.000000e+00    1.52000000     0.000000e+00
## 1405       0.000000e+00    5.000000e-01    3.00000000     0.000000e+00
## 1406       0.000000e+00    3.272500e-01    2.12000000     1.980000e-02
## 1407       0.000000e+00    0.000000e+00    2.48000000     0.000000e+00
## 1408       0.000000e+00    3.440900e-01    1.80000000     0.000000e+00
## 1409       0.000000e+00    0.000000e+00    6.71000000     0.000000e+00
## 1410       1.395455e-03    0.000000e+00    0.00000000     0.000000e+00
## 1411       3.300000e-01    2.000000e-02    3.23000000     0.000000e+00
## 1412       0.000000e+00    0.000000e+00    0.00000000     0.000000e+00
## 1413       0.000000e+00    0.000000e+00    0.00000000     0.000000e+00
## 1414       0.000000e+00    0.000000e+00    0.00000000     0.000000e+00
## 1415       0.000000e+00    1.900000e-01    2.36000000     0.000000e+00
## 1416       1.400000e-01    0.000000e+00    3.31000000     0.000000e+00
## 1417       0.000000e+00    0.000000e+00    0.00000000     0.000000e+00
## 1418       0.000000e+00    1.110000e+00    1.31000000     2.000000e-01
## 1419       0.000000e+00    0.000000e+00    0.00000000     0.000000e+00
## 1420       0.000000e+00    0.000000e+00    2.59000000     0.000000e+00
## 1421       0.000000e+00    0.000000e+00    2.54000000     0.000000e+00
## 1422       2.500000e-01    2.855900e-01    1.53000000     0.000000e+00
## 1423       0.000000e+00    0.000000e+00    3.19000000     0.000000e+00
## 1424       8.000000e-02    9.300000e-01    1.61000000     1.700000e-01
## 1425       0.000000e+00    0.000000e+00    0.00000000     0.000000e+00
## 1426       0.000000e+00    0.000000e+00    1.16000000     0.000000e+00
## 1427       4.900000e-01    3.000000e-02    3.24000000     0.000000e+00
## 1428       2.590200e-01    0.000000e+00    1.28000000     3.071579e-02
## 1429       9.000000e-02    0.000000e+00    3.67000000     9.000000e-02
## 1430       6.200000e-01    0.000000e+00    2.82000000     0.000000e+00
## 1431       0.000000e+00    0.000000e+00    0.00000000     0.000000e+00
## 1432       1.770000e-02    0.000000e+00    4.67000000     3.000000e-04
## 1433       0.000000e+00    0.000000e+00    0.00000000     0.000000e+00
## 1434       0.000000e+00    0.000000e+00    0.00000000     0.000000e+00
## 1435       0.000000e+00    0.000000e+00    3.65000000     0.000000e+00
## 1436       0.000000e+00    6.000000e-01    3.65000000     0.000000e+00
## 1437       0.000000e+00    0.000000e+00    1.55000000     0.000000e+00
## 1438       4.400000e-01    6.000000e-02    2.98000000     4.460000e-02
## 1439       4.700000e-01    0.000000e+00    1.90000000     0.000000e+00
## 1440       0.000000e+00    0.000000e+00    2.52000000     0.000000e+00
## 1441       0.000000e+00    6.200000e-01    3.72000000     0.000000e+00
## 1442       0.000000e+00    3.349278e-01    2.36000000     0.000000e+00
## 1443       0.000000e+00    0.000000e+00    0.00000000     0.000000e+00
## 1444       2.800000e-01    0.000000e+00    4.31000000     2.800000e-01
## 1445       2.400000e-01    0.000000e+00    4.44000000     0.000000e+00
## 1446       2.000000e-01    1.000000e-01    2.61000000     0.000000e+00
## 1447       0.000000e+00    0.000000e+00    5.26000000     0.000000e+00
## 1448       4.200000e-01    0.000000e+00    3.12000000     0.000000e+00
## 1449       0.000000e+00    8.000000e-01    3.43000000     0.000000e+00
## 1450       0.000000e+00    0.000000e+00    0.59000000     0.000000e+00
## 1451       0.000000e+00    1.170000e+00    3.81000000     7.004000e-02
## 1452       0.000000e+00    0.000000e+00    2.14000000     0.000000e+00
## 1453       0.000000e+00    3.603333e-01    2.14000000     1.500000e-01
## 1454       0.000000e+00    5.600000e-01    2.52000000     0.000000e+00
## 1455       0.000000e+00    0.000000e+00    1.52000000     0.000000e+00
## 1456       0.000000e+00    0.000000e+00    2.22000000     0.000000e+00
## 1457       7.600000e-01    3.170000e-01    2.04000000     0.000000e+00
## 1458       0.000000e+00    0.000000e+00    0.00000000     0.000000e+00
## 1459       0.000000e+00    0.000000e+00    3.33000000     0.000000e+00
## 1460       7.000000e-01    3.500000e-01    2.10000000     7.700000e-03
## 1461       0.000000e+00    0.000000e+00    1.20000000     0.000000e+00
## 1462       5.300000e-01    0.000000e+00    5.85000000     0.000000e+00
## 1463       0.000000e+00    0.000000e+00    1.26000000     0.000000e+00
## 1464       5.258125e-02    0.000000e+00    0.00000000     0.000000e+00
## 1465       4.000000e-01    4.000000e-01    3.08000000     1.600000e-01
## 1466       0.000000e+00    0.000000e+00    1.21000000     0.000000e+00
## 1467       0.000000e+00    0.000000e+00    2.89000000     0.000000e+00
## 1468       1.900000e-01    0.000000e+00    2.51000000     0.000000e+00
## 1469       4.000000e-01    2.000000e-01    0.80000000     0.000000e+00
## 1470       1.896795e-01    3.800000e-01    3.05000000     4.600000e-02
## 1471       0.000000e+00    1.160000e+00    1.93000000     0.000000e+00
## 1472       0.000000e+00    0.000000e+00    1.47000000     0.000000e+00
## 1473       0.000000e+00    0.000000e+00    2.63000000     0.000000e+00
## 1474       2.000000e-01    0.000000e+00    2.61000000     0.000000e+00
## 1475       3.000000e-01    0.000000e+00    5.00000000     0.000000e+00
## 1476       0.000000e+00    1.080000e+00    1.38000000     1.900000e-01
## 1477       0.000000e+00    0.000000e+00    5.52000000     0.000000e+00
## 1478       0.000000e+00    0.000000e+00    2.22000000     0.000000e+00
## 1479       0.000000e+00    0.000000e+00    0.00000000     0.000000e+00
## 1480       3.400000e-01    0.000000e+00    1.82000000     1.700000e-01
## 1481       8.000000e-02    0.000000e+00    2.76000000     5.720000e-02
## 1482       7.100000e-01    3.500000e-01    3.76000000     0.000000e+00
## 1483       0.000000e+00    0.000000e+00    3.81000000     2.300000e-01
## 1484       0.000000e+00    0.000000e+00    0.00000000     0.000000e+00
## 1485       0.000000e+00    0.000000e+00    0.26000000     0.000000e+00
## 1486       0.000000e+00    2.700000e-01    1.08000000     0.000000e+00
## 1487       3.200000e-01    0.000000e+00    3.68000000     3.200000e-01
## 1488       0.000000e+00    0.000000e+00    1.29000000     0.000000e+00
## 1489       0.000000e+00    1.900000e-01    1.14000000     0.000000e+00
## 1490       1.419000e-01    3.900000e-01    3.51000000     4.020000e-02
## 1491       0.000000e+00    0.000000e+00    0.00000000     0.000000e+00
## 1492       0.000000e+00    9.245000e-02    0.41000000     0.000000e+00
## 1493       9.375111e-02    0.000000e+00    3.47000000     0.000000e+00
## 1494       1.648829e-01    0.000000e+00    3.15000000     0.000000e+00
## 1495       0.000000e+00    0.000000e+00    1.92000000     0.000000e+00
## 1496       6.200000e-01    0.000000e+00    3.14000000     0.000000e+00
## 1497       0.000000e+00    0.000000e+00    1.56000000     0.000000e+00
## 1498       0.000000e+00    2.751750e-01    3.16000000     0.000000e+00
## 1499       4.700000e-01    0.000000e+00    4.28000000     0.000000e+00
## 1500       5.039257e-01    0.000000e+00    3.34000000     0.000000e+00
## 1501       4.900000e-01    0.000000e+00    4.45000000     0.000000e+00
## 1502       6.800000e-03    0.000000e+00    1.19000000     0.000000e+00
## 1503       0.000000e+00    0.000000e+00    3.27000000     0.000000e+00
## 1504       1.000000e-01    0.000000e+00    2.85000000     0.000000e+00
## 1505       6.700000e-01    0.000000e+00    3.05000000     0.000000e+00
## 1506       1.851000e-01    4.700000e-01    0.94000000     2.910000e-02
## 1507       0.000000e+00    0.000000e+00    0.00000000     0.000000e+00
## 1508       1.700000e-01    7.000000e-01    0.87000000     0.000000e+00
## 1509       0.000000e+00    1.844169e-01    1.49000000     0.000000e+00
## 1510       0.000000e+00    5.600000e-01    3.38000000     0.000000e+00
## 1511       8.000000e-01    0.000000e+00    1.60000000     0.000000e+00
## 1512       0.000000e+00    0.000000e+00    0.87000000     0.000000e+00
## 1513       0.000000e+00    0.000000e+00    2.40000000     0.000000e+00
## 1514       7.600000e-01    7.600000e-01    0.76000000     0.000000e+00
## 1515       0.000000e+00    0.000000e+00    1.36000000     0.000000e+00
## 1516       5.700000e-01    2.800000e-01    2.88000000     0.000000e+00
## 1517       0.000000e+00    0.000000e+00    2.01000000     0.000000e+00
## 1518       0.000000e+00    0.000000e+00    0.00000000     0.000000e+00
## 1519       0.000000e+00    1.600000e-01    2.37000000     0.000000e+00
## 1520       0.000000e+00    0.000000e+00    1.23000000     0.000000e+00
## 1521       0.000000e+00    1.970000e-02    3.63000000     0.000000e+00
## 1522       0.000000e+00    0.000000e+00    1.14000000     0.000000e+00
## 1523       0.000000e+00    0.000000e+00    0.00000000     0.000000e+00
## 1524       7.000000e-01    7.000000e-02    2.24000000     0.000000e+00
## 1525       0.000000e+00    1.970000e-02    3.63000000     0.000000e+00
## 1526       0.000000e+00    0.000000e+00    1.78000000     0.000000e+00
## 1527       0.000000e+00    0.000000e+00    0.00000000     0.000000e+00
## 1528       0.000000e+00    0.000000e+00    1.58000000     0.000000e+00
## 1529       3.300000e-01    1.600000e-01    2.81000000     0.000000e+00
## 1530       0.000000e+00    5.500000e-01    3.31000000     0.000000e+00
## 1531       0.000000e+00    1.749400e-01    0.86000000     0.000000e+00
## 1532       0.000000e+00    6.300000e-01    1.89000000     0.000000e+00
## 1533       0.000000e+00    1.120000e+00    2.24000000     0.000000e+00
## 1534       0.000000e+00    0.000000e+00    0.00000000     0.000000e+00
## 1535       6.100000e-01    0.000000e+00    1.83000000     2.091579e-02
## 1536       0.000000e+00    7.642424e-03    6.52000000     0.000000e+00
## 1537       1.736000e-01    2.644849e-01    1.79000000     0.000000e+00
## 1538       0.000000e+00    7.642424e-03    6.52000000     0.000000e+00
## 1539       4.659172e-02    1.272727e-01    2.94000000     0.000000e+00
## 1540       5.400000e-01    2.200000e-01    3.47000000     2.900000e-01
## 1541       0.000000e+00    0.000000e+00    1.88000000     0.000000e+00
## 1542       5.600000e-01    0.000000e+00    1.69000000     0.000000e+00
## 1543       1.500000e-01    0.000000e+00    0.15000000     0.000000e+00
## 1544       5.400000e-01    0.000000e+00    4.32000000     0.000000e+00
## 1545       0.000000e+00    0.000000e+00    3.30000000     0.000000e+00
## 1546       0.000000e+00    0.000000e+00    2.05000000     0.000000e+00
## 1547       1.655813e-01    3.032182e-01    1.90000000     0.000000e+00
## 1548       7.400000e-01    0.000000e+00    1.63000000     7.850000e-02
## 1549       1.700000e-01    8.000000e-02    1.20000000     0.000000e+00
## 1550       4.400000e-01    0.000000e+00    4.68000000     0.000000e+00
## 1551       0.000000e+00    0.000000e+00    4.11000000     0.000000e+00
## 1552       0.000000e+00    0.000000e+00    3.38000000     0.000000e+00
## 1553       0.000000e+00    0.000000e+00    4.46000000     0.000000e+00
## 1554       1.394000e-01    0.000000e+00    0.87000000     0.000000e+00
## 1555       0.000000e+00    0.000000e+00    7.14000000     0.000000e+00
## 1556       0.000000e+00    0.000000e+00    0.00000000     0.000000e+00
## 1557       0.000000e+00    0.000000e+00    0.00000000     0.000000e+00
## 1558       0.000000e+00    0.000000e+00    4.09000000     0.000000e+00
## 1559       0.000000e+00    0.000000e+00    1.32000000     0.000000e+00
## 1560       3.200000e-01    0.000000e+00    3.37000000     0.000000e+00
## 1561       0.000000e+00    0.000000e+00    2.40000000     0.000000e+00
## 1562       5.800000e-01    5.800000e-01    4.29000000     0.000000e+00
## 1563       0.000000e+00    0.000000e+00    2.94000000     0.000000e+00
## 1564       0.000000e+00    0.000000e+00    4.00000000     0.000000e+00
## 1565       0.000000e+00    0.000000e+00    0.00000000     0.000000e+00
## 1566       0.000000e+00    1.050000e+00    0.00000000     0.000000e+00
## 1567       0.000000e+00    1.900000e-03    0.00000000     0.000000e+00
## 1568       0.000000e+00    0.000000e+00    2.32000000     0.000000e+00
## 1569       5.000000e-01    3.800000e-01    3.49000000     6.000000e-02
## 1570       0.000000e+00    0.000000e+00    1.52000000     0.000000e+00
## 1571       0.000000e+00    0.000000e+00    2.15000000     0.000000e+00
## 1572       0.000000e+00    0.000000e+00    3.40000000     0.000000e+00
## 1573       0.000000e+00    1.517417e-01    1.91000000     2.900000e-03
## 1574       4.000000e-01    2.000000e-01    1.83000000     0.000000e+00
## 1575       0.000000e+00    0.000000e+00    3.40000000     0.000000e+00
## 1576       0.000000e+00    0.000000e+00    0.00000000     0.000000e+00
## 1577       1.900000e-01    2.359500e-01    2.12000000     5.710000e-02
## 1578       2.700000e-01    5.400000e-01    2.18000000     0.000000e+00
## 1579       8.000000e-02    5.337825e-01    2.66000000     1.700000e-01
## 1580       0.000000e+00    0.000000e+00    2.35000000     0.000000e+00
## 1581       0.000000e+00    0.000000e+00    2.08000000     0.000000e+00
## 1582       0.000000e+00    0.000000e+00    0.00000000     0.000000e+00
## 1583       6.200000e-01    0.000000e+00    1.25000000     5.700000e-03
## 1584       5.800000e-01    5.800000e-01    4.29000000     0.000000e+00
## 1585       0.000000e+00    0.000000e+00    0.00000000     0.000000e+00
## 1586       0.000000e+00    0.000000e+00    0.00000000     0.000000e+00
## 1587       0.000000e+00    3.800000e-01    0.38000000     1.350000e-02
## 1588       0.000000e+00    0.000000e+00    2.48000000     0.000000e+00
## 1589       5.200000e-01    0.000000e+00    3.15000000     0.000000e+00
## 1590       0.000000e+00    0.000000e+00    4.67000000     0.000000e+00
## 1591       0.000000e+00    0.000000e+00    5.71000000    -1.686758e-16
## 1592       0.000000e+00    0.000000e+00    3.41000000     0.000000e+00
## 1593       1.900000e-01    2.346500e-01    2.11000000     5.590000e-02
## 1594       0.000000e+00    0.000000e+00    1.85000000     0.000000e+00
## 1595       0.000000e+00    2.914734e-01    1.82000000     0.000000e+00
## 1596       3.600000e-01    4.000000e-01    3.06000000     1.600000e-01
## 1597       2.800000e-01    2.100760e-01    2.54000000     0.000000e+00
## 1598       0.000000e+00    0.000000e+00    0.00000000     0.000000e+00
## 1599       0.000000e+00    0.000000e+00    1.52000000     0.000000e+00
## 1600       0.000000e+00    4.200000e-01    0.42000000     0.000000e+00
## 1601       3.200000e-01    0.000000e+00    4.92000000     0.000000e+00
## 1602       1.400000e-01    2.800000e-01    4.34000000     1.400000e-01
## 1603       1.300000e-01    2.700000e-01    4.31000000     1.300000e-01
## 1604       3.400000e-01    1.700000e-01    2.94000000     0.000000e+00
## 1605       1.900000e-01    2.359500e-01    2.12000000     5.710000e-02
## 1606       3.600000e-01    3.600000e-01    3.05000000     1.400000e-01
## 1607       0.000000e+00    0.000000e+00    0.00000000     0.000000e+00
## 1608       1.900000e-01    2.359500e-01    2.11000000     5.710000e-02
## 1609       0.000000e+00    0.000000e+00    2.58000000     3.200000e-01
## 1610       3.400000e-01    1.700000e-01    3.44000000     0.000000e+00
## 1611       0.000000e+00    0.000000e+00    1.21000000     0.000000e+00
## 1612       1.900000e-01    2.359500e-01    2.12000000     5.710000e-02
## 1613       0.000000e+00    3.654333e-01    2.35000000     1.400000e-01
## 1614       0.000000e+00    3.654333e-01    2.35000000     1.400000e-01
## 1615       1.700000e-01    0.000000e+00    0.17000000     0.000000e+00
## 1616       0.000000e+00    0.000000e+00    0.73000000     0.000000e+00
## 1617       0.000000e+00    0.000000e+00    0.58000000     0.000000e+00
## 1618       0.000000e+00    1.100000e-01    0.35000000     0.000000e+00
## 1619       1.192175e-01    5.900000e-01    1.77000000     0.000000e+00
## 1620       1.900000e-01    2.346500e-01    2.11000000     5.590000e-02
## 1621       2.600000e-01    3.257700e-01    2.35000000     0.000000e+00
## 1622       0.000000e+00    0.000000e+00    0.00000000     0.000000e+00
## 1623       0.000000e+00    0.000000e+00    3.86000000     0.000000e+00
## 1624       0.000000e+00    0.000000e+00    0.00000000     0.000000e+00
## 1625       0.000000e+00    1.160000e+00    1.93000000     0.000000e+00
## 1626       0.000000e+00    0.000000e+00    3.33000000     0.000000e+00
## 1627       0.000000e+00    4.000000e-01    1.09000000     0.000000e+00
## 1628       5.400000e-01    2.200000e-01    3.47000000     2.900000e-01
## 1629       0.000000e+00    2.700000e-01    1.37000000     0.000000e+00
## 1630       0.000000e+00    0.000000e+00    4.00000000     0.000000e+00
## 1631       0.000000e+00    4.932500e-02    0.00000000     0.000000e+00
## 1632       0.000000e+00    0.000000e+00    1.28000000     0.000000e+00
## 1633       0.000000e+00    0.000000e+00    1.31000000     0.000000e+00
## 1634       0.000000e+00    0.000000e+00    1.19000000     0.000000e+00
## 1635       0.000000e+00    0.000000e+00    3.68000000     0.000000e+00
## 1636       0.000000e+00    1.200000e-01    0.12000000     0.000000e+00
## 1637       1.200000e-01    1.200000e-01    0.12000000     0.000000e+00
## 1638       1.200000e-01    1.200000e-01    0.12000000     0.000000e+00
## 1639       0.000000e+00    1.180000e+00    3.85000000     7.684000e-02
## 1640       5.400000e-01    2.200000e-01    3.47000000     2.900000e-01
## 1641       0.000000e+00    0.000000e+00    0.00000000     0.000000e+00
## 1642       0.000000e+00    0.000000e+00    2.10000000     0.000000e+00
## 1643       1.171278e-01    0.000000e+00    4.07000000     1.360000e-02
## 1644       2.900000e-01    8.700000e-01    1.16000000    -1.522220e-17
## 1645       0.000000e+00    1.707333e-01    2.87000000     0.000000e+00
## 1646       0.000000e+00    0.000000e+00    3.27000000     0.000000e+00
## 1647       0.000000e+00    0.000000e+00    3.05000000     0.000000e+00
## 1648       0.000000e+00    1.707333e-01    2.87000000     0.000000e+00
## 1649       0.000000e+00    2.100000e-01    0.63000000     0.000000e+00
## 1650       0.000000e+00    0.000000e+00    0.00000000     0.000000e+00
## 1651       1.201042e-01    0.000000e+00    1.31000000     0.000000e+00
## 1652       2.600000e-01    3.257700e-01    2.35000000     0.000000e+00
## 1653       7.000000e-01    3.500000e-01    2.12000000     7.700000e-03
## 1654       2.500000e-01    0.000000e+00    2.57000000     0.000000e+00
## 1655       0.000000e+00    9.000000e-02    0.19000000     0.000000e+00
## 1656       0.000000e+00    0.000000e+00    1.33000000     1.200000e-01
## 1657       3.000000e-01    0.000000e+00    5.00000000     0.000000e+00
## 1658       0.000000e+00    4.500000e-01    1.36000000     0.000000e+00
## 1659       0.000000e+00    0.000000e+00    0.00000000     0.000000e+00
## 1660       0.000000e+00    9.000000e-01    2.26000000     0.000000e+00
## 1661       0.000000e+00    0.000000e+00    1.20000000     0.000000e+00
## 1662       3.000000e-02    0.000000e+00    0.81000000     3.000000e-02
## 1663       3.700000e-01    4.600000e-01    3.80000000     4.000000e-02
## 1664       0.000000e+00    0.000000e+00    0.00000000     0.000000e+00
## 1665       6.700000e-01    8.000000e-02    2.52000000     0.000000e+00
## 1666       0.000000e+00    0.000000e+00    1.47000000     0.000000e+00
## 1667       0.000000e+00    0.000000e+00    4.26000000     0.000000e+00
## 1668       3.300000e-01    1.600000e-01    2.88000000     0.000000e+00
## 1669       0.000000e+00    0.000000e+00    0.00000000     0.000000e+00
## 1670       0.000000e+00    0.000000e+00    0.55000000     0.000000e+00
## 1671       0.000000e+00    0.000000e+00    2.91000000     0.000000e+00
## 1672       0.000000e+00    0.000000e+00    0.67000000     0.000000e+00
## 1673       1.771000e-01    2.491849e-01    1.85000000     0.000000e+00
## 1674       4.500000e-01    6.600000e-01    3.95000000     5.000000e-02
## 1675       0.000000e+00    0.000000e+00    0.00000000     0.000000e+00
## 1676       0.000000e+00    0.000000e+00    0.00000000     0.000000e+00
## 1677       0.000000e+00    0.000000e+00    2.40000000     0.000000e+00
## 1678       0.000000e+00    0.000000e+00    0.00000000     0.000000e+00
## 1679       0.000000e+00    3.200000e-01    2.46000000     0.000000e+00
## 1680       0.000000e+00    2.595396e-01    2.06000000     0.000000e+00
## 1681       0.000000e+00    0.000000e+00    0.00000000     0.000000e+00
## 1682       1.300000e-01    2.600000e-01    3.78000000     0.000000e+00
## 1683       3.400000e-01    0.000000e+00    1.82000000     1.700000e-01
## 1684       0.000000e+00    0.000000e+00    2.19000000     0.000000e+00
## 1685       3.400000e-01    0.000000e+00    1.82000000     1.700000e-01
## 1686       0.000000e+00    0.000000e+00    1.33000000     0.000000e+00
## 1687       0.000000e+00    0.000000e+00    1.07000000     0.000000e+00
## 1688       0.000000e+00    0.000000e+00    0.00000000     0.000000e+00
## 1689       1.800000e-01    5.600000e-01    0.56000000     0.000000e+00
## 1690       0.000000e+00    0.000000e+00    4.16000000     0.000000e+00
## 1691       0.000000e+00    0.000000e+00    0.00000000     0.000000e+00
## 1692       9.000000e-02    0.000000e+00    3.74000000     9.000000e-02
## 1693       0.000000e+00    2.932867e-01    2.50000000     0.000000e+00
## 1694       2.300000e-01    1.100000e-01    4.19000000     0.000000e+00
## 1695       0.000000e+00    0.000000e+00    1.11000000     0.000000e+00
## 1696       0.000000e+00    0.000000e+00    0.00000000     0.000000e+00
## 1697       0.000000e+00    0.000000e+00    4.90000000     0.000000e+00
## 1698       0.000000e+00    0.000000e+00    6.42000000     0.000000e+00
## 1699       0.000000e+00    2.900000e-01    5.24000000     0.000000e+00
## 1700       2.800000e-01    5.700000e-01    2.89000000     1.160000e-02
## 1701       0.000000e+00    0.000000e+00    0.00000000     0.000000e+00
## 1702       0.000000e+00    3.200000e-01    2.37000000     0.000000e+00
## 1703       4.400000e-01    0.000000e+00    1.86000000     2.600000e-01
## 1704       0.000000e+00    3.200000e-01    2.37000000     0.000000e+00
## 1705       2.300000e-01    1.100000e-01    4.19000000     0.000000e+00
## 1706       0.000000e+00    0.000000e+00    0.00000000     0.000000e+00
## 1707       4.100000e-01    0.000000e+00    1.66000000     0.000000e+00
## 1708       0.000000e+00    0.000000e+00    0.00000000     0.000000e+00
## 1709       4.400000e-01    0.000000e+00    1.86000000     2.600000e-01
## 1710       0.000000e+00    0.000000e+00    0.00000000     0.000000e+00
## 1711       0.000000e+00    0.000000e+00    0.00000000     0.000000e+00
## 1712       0.000000e+00    0.000000e+00    1.32000000     0.000000e+00
## 1713       9.000000e-02    0.000000e+00    3.74000000     9.000000e-02
## 1714       0.000000e+00    0.000000e+00    2.35000000     0.000000e+00
## 1715       0.000000e+00    0.000000e+00    0.00000000     0.000000e+00
## 1716       0.000000e+00    0.000000e+00    2.40000000     0.000000e+00
## 1717       0.000000e+00    3.900000e-01    3.46000000     0.000000e+00
## 1718       7.553333e-02    0.000000e+00    1.16000000     0.000000e+00
## 1719       6.000000e-01    0.000000e+00    1.82000000     1.732257e-01
## 1720       0.000000e+00    0.000000e+00    2.46000000     0.000000e+00
## 1721       0.000000e+00    6.000000e-01    0.00000000     0.000000e+00
## 1722       6.000000e-01    0.000000e+00    1.20000000     0.000000e+00
## 1723       0.000000e+00    0.000000e+00    0.00000000     0.000000e+00
## 1724       0.000000e+00    0.000000e+00    0.00000000     0.000000e+00
##      word_freq_your word_freq_font word_freq_000 word_freq_money
## 1       0.960000000              0  0.000000e+00    0.000000e+00
## 2       1.590000000              0  4.300000e-01    4.300000e-01
## 3       0.510000000              0  2.671667e-01    6.000000e-02
## 4       0.310000000              0  0.000000e+00    0.000000e+00
## 5       0.310000000              0  0.000000e+00    0.000000e+00
## 6       0.000000000              0  0.000000e+00    0.000000e+00
## 7       0.640000000              0  0.000000e+00    0.000000e+00
## 8       0.000000000              0  0.000000e+00    0.000000e+00
## 9       2.000000000              0  0.000000e+00    1.500000e-01
## 10      0.710000000              0  1.900000e-01    0.000000e+00
## 11      0.960000000              0  0.000000e+00    0.000000e+00
## 12      0.770000000              0  0.000000e+00    0.000000e+00
## 13      1.040000000              0  0.000000e+00    0.000000e+00
## 14      0.900000000              0  0.000000e+00    0.000000e+00
## 15      2.850000000              0  3.500000e-01    0.000000e+00
## 16      1.270000000              0  0.000000e+00    4.200000e-01
## 17      2.830000000              0  0.000000e+00    0.000000e+00
## 18      2.110000000              0  7.000000e-01    0.000000e+00
## 19      0.920000000              0  0.000000e+00    0.000000e+00
## 20      1.910000000              0  3.100000e-01    9.774756e-02
## 21      0.000000000              0  0.000000e+00    0.000000e+00
## 22      1.570000000              0  5.000000e-02    0.000000e+00
## 23      0.000000000              0  0.000000e+00    0.000000e+00
## 24      1.750000000              0  0.000000e+00    0.000000e+00
## 25      0.000000000              0  0.000000e+00    0.000000e+00
## 26      1.570000000              0  5.000000e-02    0.000000e+00
## 27      0.000000000              0  0.000000e+00    0.000000e+00
## 28      0.000000000              0  0.000000e+00   -6.473988e-17
## 29      0.000000000              0  0.000000e+00    0.000000e+00
## 30      1.300000000              0  0.000000e+00    3.180000e-02
## 31      0.000000000              0  0.000000e+00    0.000000e+00
## 32      0.000000000              0  0.000000e+00    0.000000e+00
## 33      2.700000000              0  0.000000e+00    2.700000e-01
## 34      0.000000000              0  0.000000e+00    0.000000e+00
## 35      0.680000000              0  0.000000e+00    0.000000e+00
## 36      0.000000000              0  0.000000e+00    0.000000e+00
## 37      0.000000000              0  0.000000e+00    0.000000e+00
## 38      2.430000000              0  4.800000e-01    0.000000e+00
## 39      0.970000000              0  0.000000e+00    0.000000e+00
## 40      1.250000000              0  0.000000e+00    0.000000e+00
## 41      0.610000000              0  3.000000e-01    7.870000e-02
## 42      0.000000000              0  0.000000e+00    0.000000e+00
## 43      0.000000000              0  0.000000e+00    0.000000e+00
## 44      0.920000000              0  0.000000e+00    0.000000e+00
## 45      0.260000000              0  0.000000e+00    0.000000e+00
## 46      1.510000000              0  0.000000e+00    3.000000e-01
## 47      1.090000000              0  2.283529e-01    6.000000e-02
## 48      1.990000000              0  4.900000e-01    0.000000e+00
## 49      1.460000000              0  3.638635e-01    3.600000e-01
## 50      0.660000000              0  1.900000e-01    2.600000e-01
## 51      3.840000000              0  0.000000e+00    0.000000e+00
## 52      2.190000000              0  1.843896e-01    0.000000e+00
## 53      0.700000000              0  1.900000e-01    0.000000e+00
## 54      1.260000000              0  0.000000e+00    2.238636e-03
## 55      2.200000000              0  1.814714e-01    0.000000e+00
## 56      2.170000000              0  0.000000e+00    0.000000e+00
## 57      2.090000000              0  0.000000e+00    0.000000e+00
## 58      5.060000000              0  0.000000e+00    0.000000e+00
## 59      1.360000000              0  0.000000e+00    0.000000e+00
## 60      1.680000000              0  0.000000e+00    0.000000e+00
## 61      0.000000000              0  0.000000e+00    0.000000e+00
## 62      1.890000000              0  0.000000e+00    2.300000e-01
## 63      0.460000000              0  0.000000e+00    0.000000e+00
## 64      2.730000000              0  0.000000e+00    0.000000e+00
## 65      3.010000000              0  1.200000e-01    0.000000e+00
## 66      1.320000000              0  0.000000e+00    0.000000e+00
## 67      1.950000000              0  0.000000e+00    4.800000e-01
## 68      1.470000000              0  0.000000e+00    0.000000e+00
## 69      1.230000000              0  0.000000e+00    3.000000e-01
## 70      0.000000000              0  9.200000e-03    0.000000e+00
## 71      3.790000000              0  0.000000e+00    0.000000e+00
## 72      1.060000000              0  0.000000e+00    0.000000e+00
## 73      1.340000000              0  0.000000e+00    0.000000e+00
## 74      1.380000000              0  4.600000e-01    0.000000e+00
## 75      2.410000000              0  4.800000e-01    0.000000e+00
## 76      0.940000000              0  1.290000e-02    0.000000e+00
## 77      1.180000000              0  0.000000e+00    0.000000e+00
## 78      1.260000000              0  4.400000e-01    2.887667e-01
## 79      0.620000000              0  6.200000e-01    0.000000e+00
## 80      0.000000000              0  0.000000e+00    0.000000e+00
## 81      1.110000000              0  0.000000e+00    0.000000e+00
## 82      1.900000000              0  0.000000e+00    4.700000e-01
## 83      0.000000000              0  7.200000e-01    0.000000e+00
## 84      1.280000000              0  8.600000e-03    0.000000e+00
## 85      0.000000000              0  0.000000e+00    0.000000e+00
## 86      1.400000000              0  0.000000e+00    4.600000e-01
## 87      2.300000000              0  0.000000e+00    3.800000e-01
## 88      1.580000000              0  0.000000e+00    0.000000e+00
## 89      1.210000000              0  0.000000e+00    6.000000e-02
## 90      0.000000000              0  0.000000e+00    0.000000e+00
## 91      1.680000000              0  0.000000e+00    0.000000e+00
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## 722     1.030000000              0  0.000000e+00    0.000000e+00
## 723     0.700000000              0  6.000000e-01    1.000000e-01
## 724     1.160000000              0  3.100000e-01    1.600000e-01
## 725     1.160000000              0  3.043000e-01    1.600000e-01
## 726     2.800000000              0  0.000000e+00    0.000000e+00
## 727     2.940000000              0  1.334000e-01    0.000000e+00
## 728     1.960000000              0  0.000000e+00    3.900000e-01
## 729     0.000000000              0  0.000000e+00    0.000000e+00
## 730     0.730000000              0  3.600000e-01    0.000000e+00
## 731     0.720000000              0  0.000000e+00    0.000000e+00
## 732     1.090000000              0  2.267707e-01    5.000000e-02
## 733     3.930000000              0  3.200000e-01    1.030500e-01
## 734     1.140000000              0  3.500000e-01    2.100000e-01
## 735     1.420000000              0  1.826467e-01    0.000000e+00
## 736     2.300000000              0  3.800000e-01    0.000000e+00
## 737     0.000000000              0  0.000000e+00    0.000000e+00
## 738     0.670000000              0  0.000000e+00    0.000000e+00
## 739     0.000000000              0  8.000000e-03    0.000000e+00
## 740     0.800000000              0  0.000000e+00    0.000000e+00
## 741     4.480000000              0  0.000000e+00    0.000000e+00
## 742     0.340000000              0  0.000000e+00    0.000000e+00
## 743     0.520000000              0  0.000000e+00    0.000000e+00
## 744     0.000000000              0  0.000000e+00    0.000000e+00
## 745     0.000000000              0  2.700000e-01    0.000000e+00
## 746     1.680000000              0  2.400000e-01    0.000000e+00
## 747     0.640000000              0  5.500000e-01    1.800000e-01
## 748     0.000000000              0  0.000000e+00    0.000000e+00
## 749     0.340000000              0  0.000000e+00    0.000000e+00
## 750     1.360000000              0  0.000000e+00    0.000000e+00
## 751     2.010000000              0  0.000000e+00    2.800000e-01
## 752     0.000000000              0  0.000000e+00    0.000000e+00
## 753     1.510000000              0  2.860125e-01    0.000000e+00
## 754     3.260000000              0  0.000000e+00    2.433500e-01
## 755     1.510000000              0  0.000000e+00    1.600000e-01
## 756     1.480000000              0  0.000000e+00    1.600000e-01
## 757     1.550000000              0  0.000000e+00    1.700000e-01
## 758     2.950000000              0  1.426000e-01    0.000000e+00
## 759     1.130000000              0  1.300000e-01    2.600000e-01
## 760     0.560000000              0  0.000000e+00    0.000000e+00
## 761     1.520000000              0  0.000000e+00    1.600000e-01
## 762     1.920000000              0  0.000000e+00    0.000000e+00
## 763     2.800000000              0  0.000000e+00    0.000000e+00
## 764     0.560000000              0  0.000000e+00    2.800000e-01
## 765     2.830000000              0  0.000000e+00    0.000000e+00
## 766     2.210000000              0  1.700000e-01    2.321500e-01
## 767     0.940000000              0  0.000000e+00    0.000000e+00
## 768     1.780000000              0  0.000000e+00    0.000000e+00
## 769     0.370000000              0  1.800000e-01    0.000000e+00
## 770     1.040000000              0  2.125279e-01    5.000000e-02
## 771     0.000000000              0  0.000000e+00    0.000000e+00
## 772     3.090000000              0  0.000000e+00    4.400000e-01
## 773     1.990000000              0  0.000000e+00    0.000000e+00
## 774     0.000000000              0  0.000000e+00    0.000000e+00
## 775     0.640000000              0  0.000000e+00    0.000000e+00
## 776     2.100000000              0  1.304869e-01    0.000000e+00
## 777     1.320000000              0  0.000000e+00    0.000000e+00
## 778     2.460000000              0  4.900000e-01    0.000000e+00
## 779     0.680000000              0  5.900000e-01    9.000000e-02
## 780     1.470000000              0  0.000000e+00    0.000000e+00
## 781     1.110000000              0  2.091279e-01    5.000000e-02
## 782     0.000000000              0  0.000000e+00    0.000000e+00
## 783     3.350000000              0  3.600000e-01    9.000000e-02
## 784     0.000000000              0  5.500000e-01    0.000000e+00
## 785     1.290000000              0  0.000000e+00    0.000000e+00
## 786     1.900000000              0  0.000000e+00    4.700000e-01
## 787     0.000000000              0  5.400000e-01    0.000000e+00
## 788     3.270000000              0  3.600000e-01    9.000000e-02
## 789     3.270000000              0  3.600000e-01    9.000000e-02
## 790     1.080000000              0  0.000000e+00    0.000000e+00
## 791     2.280000000              0  6.500000e-01    0.000000e+00
## 792     1.380000000              0  0.000000e+00    2.008126e-01
## 793     0.620000000              0  0.000000e+00    3.100000e-01
## 794     0.840000000              0  0.000000e+00    2.271804e-01
## 795     2.800000000              0  0.000000e+00    0.000000e+00
## 796     0.000000000              0  0.000000e+00    0.000000e+00
## 797     3.360000000              0  3.600000e-01    9.000000e-02
## 798     1.100000000              0  1.500000e-01    2.700000e-01
## 799     3.340000000              0  0.000000e+00    0.000000e+00
## 800     1.360000000              0  6.800000e-01    4.760000e-02
## 801     1.260000000              0  0.000000e+00    0.000000e+00
## 802     1.870000000              0  0.000000e+00    2.200000e-01
## 803     0.420000000              0  3.435000e-01    8.000000e-02
## 804     2.560000000              0  0.000000e+00    0.000000e+00
## 805     1.120000000              0  0.000000e+00    0.000000e+00
## 806     0.000000000              0  0.000000e+00    1.900000e-03
## 807     0.680000000              0  0.000000e+00    0.000000e+00
## 808     0.000000000              0  0.000000e+00    0.000000e+00
## 809     0.510000000              0  5.100000e-01    0.000000e+00
## 810     3.950520606              0  0.000000e+00    0.000000e+00
## 811     0.680000000              0  0.000000e+00    0.000000e+00
## 812     3.360000000              0  3.600000e-01    9.000000e-02
## 813     0.420000000              0  3.435000e-01    8.000000e-02
## 814     2.320000000              0  0.000000e+00   -3.719247e-17
## 815     2.700000000              0  0.000000e+00    0.000000e+00
## 816     0.000000000              0  7.550000e-02    0.000000e+00
## 817     1.300000000              0  3.900000e-01    5.700000e-01
## 818     1.740000000              0  0.000000e+00    1.715393e-01
## 819     3.020000000              0  0.000000e+00    2.790750e-01
## 820     4.029120606              0  0.000000e+00    0.000000e+00
## 821     4.034020606              0  0.000000e+00    0.000000e+00
## 822     3.380000000              0  3.600000e-01    9.000000e-02
## 823     1.470000000              0  0.000000e+00    0.000000e+00
## 824     0.000000000              0  0.000000e+00    0.000000e+00
## 825     1.480000000              0  0.000000e+00    0.000000e+00
## 826     1.660000000              0  4.113000e-01    3.221889e-01
## 827     0.000000000              0  7.300000e-01    0.000000e+00
## 828     0.000000000              0  0.000000e+00    0.000000e+00
## 829     1.420000000              0  3.700000e-01    4.669000e-01
## 830     1.350000000              0  0.000000e+00    1.987571e-01
## 831     2.380000000              0  0.000000e+00    0.000000e+00
## 832     3.380000000              0  3.600000e-01    9.000000e-02
## 833     2.650000000              0  1.781286e-01    0.000000e+00
## 834     2.640000000              0  1.745286e-01    0.000000e+00
## 835     2.560000000              0  1.254000e-01    0.000000e+00
## 836     0.310000000              0  5.200000e-01    1.000000e-01
## 837     3.330000000              0  0.000000e+00    0.000000e+00
## 838     3.950000000              0  1.500000e-01    4.700000e-01
## 839     1.830000000              0  0.000000e+00    0.000000e+00
## 840     3.950000000              0  1.500000e-01    4.700000e-01
## 841     3.240000000              0  0.000000e+00    3.200000e-01
## 842     1.260000000              0  0.000000e+00    0.000000e+00
## 843     1.720000000              0  4.000000e-01    2.000000e-01
## 844     0.000000000              0  0.000000e+00    0.000000e+00
## 845     0.000000000              0  6.900000e-02    0.000000e+00
## 846     2.360000000              0  0.000000e+00    0.000000e+00
## 847     0.000000000              0  0.000000e+00    0.000000e+00
## 848     1.040000000              0  5.200000e-01    1.900000e-01
## 849     2.460000000              0  0.000000e+00    0.000000e+00
## 850     3.000000000              0  0.000000e+00    0.000000e+00
## 851     3.030000000              0  0.000000e+00    0.000000e+00
## 852     1.250000000              0  1.918667e-01    2.000000e-01
## 853     0.000000000              0  0.000000e+00    0.000000e+00
## 854     0.000000000              0  0.000000e+00    0.000000e+00
## 855     3.500000000              0  0.000000e+00    2.819000e-01
## 856     0.000000000              0  0.000000e+00    0.000000e+00
## 857     0.000000000              0  0.000000e+00    0.000000e+00
## 858     1.170000000              0  0.000000e+00    0.000000e+00
## 859     0.000000000              0  0.000000e+00    0.000000e+00
## 860     1.660000000              0  3.900000e-01    1.900000e-01
## 861     0.000000000              0  7.300000e-01    0.000000e+00
## 862     0.280000000              0  3.800000e-01    1.400000e-01
## 863     2.830000000              0  9.000000e-02    2.700000e-01
## 864     2.610000000              0  0.000000e+00    3.700000e-01
## 865     1.380000000              0  0.000000e+00    0.000000e+00
## 866     1.480000000              0  0.000000e+00    3.700000e-01
## 867     1.480000000              0  0.000000e+00    3.700000e-01
## 868     0.000000000              0  0.000000e+00    0.000000e+00
## 869     0.000000000              0  3.400000e-01    0.000000e+00
## 870     1.030000000              0  2.232707e-01    5.000000e-02
## 871     0.200000000              0  2.000000e-01    0.000000e+00
## 872     1.490000000              0  0.000000e+00    0.000000e+00
## 873     3.370000000              0  2.200000e-01    2.762000e-01
## 874     1.430000000              0  0.000000e+00    1.900000e-01
## 875     0.440000000              0  0.000000e+00    0.000000e+00
## 876     0.000000000              0  0.000000e+00    0.000000e+00
## 877     0.000000000              0  0.000000e+00    0.000000e+00
## 878     0.730000000              0  0.000000e+00    0.000000e+00
## 879     4.259453939              0  0.000000e+00    0.000000e+00
## 880     3.991620606              0  0.000000e+00    0.000000e+00
## 881     0.000000000              0  0.000000e+00    0.000000e+00
## 882     1.870000000              0  0.000000e+00    2.200000e-01
## 883     1.749386129              0  0.000000e+00    4.680000e-02
## 884     0.000000000              0  0.000000e+00    0.000000e+00
## 885     4.076820606              0  0.000000e+00    0.000000e+00
## 886     3.991620606              0  0.000000e+00    0.000000e+00
## 887     4.480000000              0  0.000000e+00    0.000000e+00
## 888     4.460000000              0  0.000000e+00    0.000000e+00
## 889     0.680000000              0  0.000000e+00    0.000000e+00
## 890     0.000000000              0  4.100000e-02    0.000000e+00
## 891     2.750000000              0  0.000000e+00    0.000000e+00
## 892     4.000000000              0  0.000000e+00    0.000000e+00
## 893     0.730000000              0  0.000000e+00    3.600000e-01
## 894     0.000000000              0  0.000000e+00    0.000000e+00
## 895     1.250000000              0  3.400000e-01    4.906000e-01
## 896     0.620000000              0  0.000000e+00    3.100000e-02
## 897     0.560000000              0  5.600000e-01    0.000000e+00
## 898     0.000000000              0  1.400000e-01    0.000000e+00
## 899     3.040000000              0  0.000000e+00    2.700000e-01
## 900     1.825036129              0  0.000000e+00    4.230000e-02
## 901     1.825036129              0  0.000000e+00    4.230000e-02
## 902     4.650000000              0  0.000000e+00    0.000000e+00
## 903     1.700000000              0  0.000000e+00    0.000000e+00
## 904     1.040000000              0  0.000000e+00    0.000000e+00
## 905     0.790000000              0  6.900000e-01    4.700000e-01
## 906     1.520000000              0  3.524792e-01    0.000000e+00
## 907     0.000000000              0  0.000000e+00    0.000000e+00
## 908     1.060000000              0  0.000000e+00    2.100000e-01
## 909     1.500000000              0  0.000000e+00    0.000000e+00
## 910     0.980000000              0  0.000000e+00    0.000000e+00
## 911     1.350000000              0  5.100000e-01    5.400000e-01
## 912     2.040000000              0  0.000000e+00    2.067294e-01
## 913     0.000000000              0  0.000000e+00    0.000000e+00
## 914     1.825036129              0  0.000000e+00    4.230000e-02
## 915     2.180000000              0  0.000000e+00    0.000000e+00
## 916     1.300000000              0  0.000000e+00    0.000000e+00
## 917     0.000000000              0  5.278000e-02    0.000000e+00
## 918     3.250000000              0  0.000000e+00    3.200000e-01
## 919     0.000000000              0  5.100000e-01    0.000000e+00
## 920     0.740000000              0  0.000000e+00    0.000000e+00
## 921     3.240000000              0  0.000000e+00    3.200000e-01
## 922     3.240000000              0  0.000000e+00    3.200000e-01
## 923     2.340000000              0  3.788794e-01    0.000000e+00
## 924     0.400000000              0  9.310227e-02    0.000000e+00
## 925     2.360000000              0  3.648960e-01    0.000000e+00
## 926     4.160000000              0  0.000000e+00    0.000000e+00
## 927     0.960000000              0  0.000000e+00    0.000000e+00
## 928     0.000000000              0  0.000000e+00    0.000000e+00
## 929     2.360000000              0  3.648960e-01    0.000000e+00
## 930     0.810000000              0  0.000000e+00    0.000000e+00
## 931     1.320000000              0  4.600000e-01    3.800000e-01
## 932     1.310000000              0  1.815679e-01    0.000000e+00
## 933     3.700000000              0  0.000000e+00    0.000000e+00
## 934     1.580000000              0  0.000000e+00    0.000000e+00
## 935     3.600000000              0  0.000000e+00    0.000000e+00
## 936     0.320000000              0  0.000000e+00    0.000000e+00
## 937     0.470000000              0  0.000000e+00    0.000000e+00
## 938     2.750000000              0  0.000000e+00    0.000000e+00
## 939     0.920000000              0  0.000000e+00    5.000000e-02
## 940     0.920000000              0  0.000000e+00    5.000000e-02
## 941     1.730000000              0  0.000000e+00    0.000000e+00
## 942     1.730000000              0  0.000000e+00    0.000000e+00
## 943     0.000000000              0  0.000000e+00    0.000000e+00
## 944     0.000000000              0  0.000000e+00    0.000000e+00
## 945     0.000000000              0  0.000000e+00    0.000000e+00
## 946     0.000000000              0  0.000000e+00    0.000000e+00
## 947     0.000000000              0  0.000000e+00    0.000000e+00
## 948     0.650000000              0  0.000000e+00    8.500000e-03
## 949     0.000000000              0  0.000000e+00    0.000000e+00
## 950     0.000000000              0  0.000000e+00    0.000000e+00
## 951     3.000000000              0  0.000000e+00    3.035000e-01
## 952     3.240000000              0  0.000000e+00    3.200000e-01
## 953     0.420000000              0  3.435000e-01    8.000000e-02
## 954     0.910000000              0  0.000000e+00    0.000000e+00
## 955     1.030000000              0  0.000000e+00    0.000000e+00
## 956     1.040000000              0  0.000000e+00    0.000000e+00
## 957     1.030000000              0  0.000000e+00    0.000000e+00
## 958     0.460000000              0  0.000000e+00    0.000000e+00
## 959     0.000000000              0  0.000000e+00    0.000000e+00
## 960     2.630000000              0  0.000000e+00    2.741429e-02
## 961     0.260000000              0  0.000000e+00    0.000000e+00
## 962     0.740000000              0  1.673238e-01    0.000000e+00
## 963     1.753886129              0  0.000000e+00    4.230000e-02
## 964     0.170000000              0  0.000000e+00    0.000000e+00
## 965     0.660000000              0  0.000000e+00    0.000000e+00
## 966     0.670000000              0  0.000000e+00    0.000000e+00
## 967     0.000000000              0  0.000000e+00    0.000000e+00
## 968     0.270000000              0  0.000000e+00    0.000000e+00
## 969     0.000000000              0  0.000000e+00    0.000000e+00
## 970     0.920000000              0  1.449000e-01    1.730365e-01
## 971     1.190000000              0  0.000000e+00    0.000000e+00
## 972     1.900000000              0  0.000000e+00    9.960702e-02
## 973     1.190000000              0  0.000000e+00    0.000000e+00
## 974     2.020000000              0  0.000000e+00    0.000000e+00
## 975     0.900000000              0  5.743333e-02    0.000000e+00
## 976     0.740000000              0  1.600238e-01    0.000000e+00
## 977     1.460000000              0  1.600000e-01    1.118000e-01
## 978     0.270000000              0  2.700000e-01    5.400000e-01
## 979     1.710000000              0  2.592667e-01    0.000000e+00
## 980     3.220000000              0  6.400000e-01    0.000000e+00
## 981     2.180000000              0  0.000000e+00    0.000000e+00
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## 984     1.070000000              0  0.000000e+00    0.000000e+00
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## 986     0.000000000              0  0.000000e+00    0.000000e+00
## 987     2.050000000              0  1.276000e-01    0.000000e+00
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## 989     2.730000000              0  0.000000e+00    5.400000e-01
## 990     1.250000000              0  2.402318e-01    0.000000e+00
## 991     2.190000000              0  0.000000e+00    0.000000e+00
## 992     0.700000000              0  6.000000e-01    1.000000e-01
## 993     0.810000000              0  0.000000e+00    0.000000e+00
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## 996     0.820000000              0  0.000000e+00    0.000000e+00
## 997     0.820000000              0  0.000000e+00    0.000000e+00
## 998     0.820000000              0  0.000000e+00    0.000000e+00
## 999     3.890000000              0  0.000000e+00    0.000000e+00
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## 1001    4.970000000              0  0.000000e+00    0.000000e+00
## 1002    5.040000000              0  0.000000e+00    0.000000e+00
## 1003    2.060000000              0  0.000000e+00    1.772615e-01
## 1004    1.080000000              0  0.000000e+00    9.000000e-02
## 1005    1.744336129              0  0.000000e+00    4.230000e-02
## 1006    1.744336129              0  0.000000e+00    4.230000e-02
## 1007    1.200000000              0  0.000000e+00    1.095875e-01
## 1008    0.940000000              0  2.354540e-01    0.000000e+00
## 1009    2.530000000              0  0.000000e+00    0.000000e+00
## 1010    1.470000000              0  0.000000e+00    2.340000e-02
## 1011    1.470000000              0  0.000000e+00    2.340000e-02
## 1012    1.030000000              0  0.000000e+00    0.000000e+00
## 1013    1.010000000              0  0.000000e+00    0.000000e+00
## 1014    2.600000000              0  0.000000e+00    0.000000e+00
## 1015    1.080000000              0  0.000000e+00    9.000000e-02
## 1016    2.530000000              0  0.000000e+00    0.000000e+00
## 1017    0.900000000              0  1.500000e-01    3.000000e-01
## 1018    0.450000000              0  0.000000e+00    3.000000e-01
## 1019    2.480000000              0  0.000000e+00    1.900000e-01
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## 1021    0.920000000              0  0.000000e+00    5.000000e-02
## 1022    3.570000000              0  0.000000e+00    0.000000e+00
## 1023    1.340000000              0  4.400000e-01    4.400000e-01
## 1024    2.320000000              0  0.000000e+00    0.000000e+00
## 1025    1.120000000              0  1.428583e-01    2.800000e-01
## 1026    0.700000000              0  6.000000e-01    1.000000e-01
## 1027    2.400000000              0  0.000000e+00    0.000000e+00
## 1028    3.270000000              0  0.000000e+00    0.000000e+00
## 1029    1.390000000              0  0.000000e+00    0.000000e+00
## 1030    1.040000000              0  1.602800e-01    5.200000e-01
## 1031    3.250000000              0  0.000000e+00    3.200000e-01
## 1032    3.250000000              0  0.000000e+00    3.200000e-01
## 1033    0.420000000              0  3.504000e-01    8.000000e-02
## 1034    1.110000000              0  2.215279e-01    5.000000e-02
## 1035    0.810000000              0  2.700000e-01    0.000000e+00
## 1036    1.760000000              0  0.000000e+00    1.429476e-01
## 1037    1.140000000              0  0.000000e+00    0.000000e+00
## 1038    3.570000000              0 -1.480760e-16    0.000000e+00
## 1039    0.540000000              0  0.000000e+00    0.000000e+00
## 1040    2.750000000              0  0.000000e+00    0.000000e+00
## 1041    1.410000000              0  3.500000e-01    3.500000e-01
## 1042    2.730000000              0  0.000000e+00    7.588797e-02
## 1043    0.830000000              0  0.000000e+00    0.000000e+00
## 1044    0.670000000              0  9.000000e-02    0.000000e+00
## 1045    0.000000000              0  0.000000e+00    0.000000e+00
## 1046    0.970000000              0  0.000000e+00    0.000000e+00
## 1047    1.120000000              0  0.000000e+00    0.000000e+00
## 1048    2.030000000              0  0.000000e+00    3.000000e-01
## 1049    2.410000000              0  3.972960e-01    0.000000e+00
## 1050    1.744336129              0  0.000000e+00    4.230000e-02
## 1051    1.470000000              0  0.000000e+00    0.000000e+00
## 1052    0.920000000              0  0.000000e+00    5.000000e-02
## 1053    0.810000000              0  0.000000e+00    0.000000e+00
## 1054    1.740000000              0  0.000000e+00    0.000000e+00
## 1055    1.080000000              0  2.251279e-01    6.000000e-02
## 1056    0.200000000              0  3.000000e-02    0.000000e+00
## 1057    1.240000000              0  0.000000e+00    4.100000e-01
## 1058    0.570000000              0  1.600000e-01    2.400000e-01
## 1059    2.030000000              0  0.000000e+00    3.000000e-01
## 1060    1.130000000              0  1.067200e-01    0.000000e+00
## 1061    1.744336129              0  0.000000e+00    4.230000e-02
## 1062    0.000000000              0  4.000000e-01    0.000000e+00
## 1063    2.290000000              0  0.000000e+00    3.800000e-01
## 1064    0.000000000              0  0.000000e+00    0.000000e+00
## 1065    1.230000000              0  6.000000e-02    0.000000e+00
## 1066    1.360000000              0  0.000000e+00    0.000000e+00
## 1067    1.530000000              0  0.000000e+00    0.000000e+00
## 1068    1.630000000              0  0.000000e+00    0.000000e+00
## 1069    3.870000000              0  0.000000e+00    3.300000e-01
## 1070    1.080000000              0  0.000000e+00    1.900000e-01
## 1071    0.000000000              0  0.000000e+00    0.000000e+00
## 1072    1.040000000              0  2.111279e-01    5.000000e-02
## 1073    1.360000000              0  0.000000e+00    2.700000e-01
## 1074    1.610000000              0  0.000000e+00    0.000000e+00
## 1075    1.100000000              0  0.000000e+00    0.000000e+00
## 1076    1.100000000              0  0.000000e+00    0.000000e+00
## 1077    3.190000000              0  0.000000e+00    3.100000e-01
## 1078    1.380000000              0  3.400000e-01    3.400000e-01
## 1079    1.560000000              0  0.000000e+00    0.000000e+00
## 1080    1.080000000              0  0.000000e+00    0.000000e+00
## 1081    1.440000000              0  0.000000e+00    0.000000e+00
## 1082    1.100000000              0  2.200000e-01    2.200000e-01
## 1083    0.880000000              0  1.400000e-01    2.900000e-01
## 1084    1.850000000              0  0.000000e+00    7.000000e-02
## 1085    3.190000000              0  0.000000e+00    3.100000e-01
## 1086    3.190000000              0  0.000000e+00    3.100000e-01
## 1087    1.110000000              0  2.215279e-01    5.000000e-02
## 1088    1.450000000              0  1.882900e-01    0.000000e+00
## 1089    1.240000000              0  0.000000e+00    4.100000e-01
## 1090    0.940000000              0  3.400000e-01    3.400000e-01
## 1091    0.640000000              0  0.000000e+00    0.000000e+00
## 1092    3.270000000              0  0.000000e+00    0.000000e+00
## 1093    3.140000000              0  3.400000e-01    8.000000e-02
## 1094    3.140000000              0  3.400000e-01    8.000000e-02
## 1095    1.730000000              0  0.000000e+00    1.226569e-01
## 1096    2.900000000              0  0.000000e+00    3.207000e-01
## 1097    0.000000000              0  0.000000e+00    0.000000e+00
## 1098    2.220000000              0  0.000000e+00    4.000000e-01
## 1099    0.866889982              0  0.000000e+00    0.000000e+00
## 1100    3.320000000              0  4.400000e-01    4.400000e-01
## 1101    0.900000000              0  0.000000e+00    0.000000e+00
## 1102    1.490000000              0  0.000000e+00    0.000000e+00
## 1103    0.850000000              0  0.000000e+00    4.200000e-01
## 1104    1.130000000              0  3.700000e-01    0.000000e+00
## 1105    2.660000000              0  0.000000e+00    0.000000e+00
## 1106    0.720000000              0  0.000000e+00    0.000000e+00
## 1107    1.080000000              0  2.837139e-01    0.000000e+00
## 1108    0.000000000              0  1.350000e-02    0.000000e+00
## 1109    1.440000000              0  4.800000e-01    4.800000e-01
## 1110    1.960000000              0  0.000000e+00    0.000000e+00
## 1111    0.000000000              0  0.000000e+00    0.000000e+00
## 1112    0.000000000              0  0.000000e+00    1.800000e-01
## 1113    1.210000000              0  0.000000e+00    1.101875e-01
## 1114    4.000000000              0  0.000000e+00    0.000000e+00
## 1115    1.360000000              0  2.700000e-01    3.239000e-01
## 1116    1.210000000              0  0.000000e+00    1.129875e-01
## 1117    1.740000000              0  0.000000e+00    8.950000e-02
## 1118    1.860000000              0  0.000000e+00    0.000000e+00
## 1119    3.030000000              0  0.000000e+00    3.000000e-01
## 1120    3.020000000              0  0.000000e+00    3.000000e-01
## 1121    1.472047222              0  0.000000e+00    1.005034e-01
## 1122    1.430000000              0  4.201385e-01    4.600000e-01
## 1123    1.740000000              0  0.000000e+00    8.950000e-02
## 1124    3.030000000              0  0.000000e+00    3.000000e-01
## 1125    3.030000000              0  0.000000e+00    3.000000e-01
## 1126    2.630000000              0  7.100000e-01    2.300000e-01
## 1127    0.000000000              0  5.900000e-01    0.000000e+00
## 1128    0.000000000              0  0.000000e+00    0.000000e+00
## 1129    1.440000000              0  4.800000e-01    2.400000e-01
## 1130    1.440000000              0  4.800000e-01    2.400000e-01
## 1131    0.770000000              0  3.400000e-01    3.400000e-01
## 1132    0.870000000              0  0.000000e+00    4.300000e-01
## 1133    0.870000000              0  0.000000e+00    4.300000e-01
## 1134    2.900000000              0  0.000000e+00    3.207000e-01
## 1135    0.000000000              0  0.000000e+00    0.000000e+00
## 1136    4.040000000              0  0.000000e+00    3.600000e-01
## 1137    0.380000000              0  1.585750e-01    0.000000e+00
## 1138    3.170000000              0  3.400000e-01    8.000000e-02
## 1139    1.050000000              0  0.000000e+00    5.200000e-01
## 1140    1.480000000              0  3.813635e-01    3.300000e-01
## 1141    2.000000000              0  0.000000e+00    1.800000e-01
## 1142    3.170000000              0  3.400000e-01    8.000000e-02
## 1143    3.790000000              0  0.000000e+00    0.000000e+00
## 1144    0.000000000              0  0.000000e+00    0.000000e+00
## 1145    4.520000000              0  3.700000e-01    0.000000e+00
## 1146    1.150000000              0  0.000000e+00    0.000000e+00
## 1147    2.170000000              0  0.000000e+00    0.000000e+00
## 1148    1.090000000              0  0.000000e+00    9.000000e-02
## 1149    1.930000000              0  0.000000e+00    3.800000e-01
## 1150    3.170000000              0  1.500000e-03    0.000000e+00
## 1151    0.490000000              0  0.000000e+00    0.000000e+00
## 1152    1.930000000              0  0.000000e+00    3.800000e-01
## 1153    0.700000000              0  1.900000e-01    0.000000e+00
## 1154    2.240000000              0  0.000000e+00    3.700000e-01
## 1155    1.980000000              0  0.000000e+00    0.000000e+00
## 1156    0.410000000              0  4.100000e-01    7.406709e-02
## 1157    1.230000000              0  2.900000e-01    4.000000e-02
## 1158    0.410000000              0  4.100000e-01    7.406709e-02
## 1159    0.000000000              0  0.000000e+00   -6.647460e-17
## 1160    4.870000000              0  0.000000e+00    0.000000e+00
## 1161    1.920000000              0  4.800000e-01    0.000000e+00
## 1162    1.490000000              0  3.822635e-01    3.400000e-01
## 1163    0.000000000              0  0.000000e+00    0.000000e+00
## 1164    1.060000000              0  2.785806e-01    0.000000e+00
## 1165    1.240000000              0  0.000000e+00    4.100000e-01
## 1166    1.670000000              0  0.000000e+00    0.000000e+00
## 1167    1.670000000              0  0.000000e+00    0.000000e+00
## 1168    4.540000000              0  3.700000e-01    0.000000e+00
## 1169    3.810000000              0  1.700000e-01    5.100000e-01
## 1170    1.270000000              0  0.000000e+00    1.200000e-01
## 1171    1.650000000              0  0.000000e+00    0.000000e+00
## 1172    1.500000000              0  3.736635e-01    3.400000e-01
## 1173    1.350000000              0  0.000000e+00    0.000000e+00
## 1174    0.000000000              0  0.000000e+00    0.000000e+00
## 1175    0.000000000              0  0.000000e+00    0.000000e+00
## 1176    0.000000000              0  0.000000e+00    0.000000e+00
## 1177    0.490000000              0  3.900000e-01    0.000000e+00
## 1178    1.370000000              0  3.400000e-01    3.400000e-01
## 1179    0.270000000              0  0.000000e+00    0.000000e+00
## 1180    1.090000000              0  0.000000e+00    0.000000e+00
## 1181    1.270000000              0  0.000000e+00    1.200000e-01
## 1182    3.610000000              0  0.000000e+00    0.000000e+00
## 1183    2.470000000              0  2.400000e-01    1.544000e-01
## 1184    1.210000000              0  0.000000e+00    9.420000e-02
## 1185    1.380000000              0  0.000000e+00    4.600000e-01
## 1186    1.350000000              0  0.000000e+00    0.000000e+00
## 1187    2.940000000              0  0.000000e+00    0.000000e+00
## 1188    1.990000000              0  0.000000e+00    4.900000e-01
## 1189    1.600000000              0  0.000000e+00    0.000000e+00
## 1190    1.110000000              0  0.000000e+00    0.000000e+00
## 1191    1.700000000              0  0.000000e+00    0.000000e+00
## 1192    1.770000000              0  0.000000e+00    2.300000e-01
## 1193    0.930000000              0  0.000000e+00    0.000000e+00
## 1194    2.380000000              0  4.700000e-01    0.000000e+00
## 1195    0.930000000              0  0.000000e+00    0.000000e+00
## 1196    1.450000000              0  4.800000e-01    2.400000e-01
## 1197    2.170000000              0  0.000000e+00    0.000000e+00
## 1198    1.350000000              0  0.000000e+00    0.000000e+00
## 1199    1.420000000              0  0.000000e+00    0.000000e+00
## 1200    1.420000000              0  0.000000e+00    0.000000e+00
## 1201    1.360000000              0  3.578135e-01    3.100000e-01
## 1202    0.000000000              0  0.000000e+00    0.000000e+00
## 1203    0.700000000              0  6.000000e-01    1.000000e-01
## 1204    2.940000000              0  0.000000e+00    0.000000e+00
## 1205    1.690000000              0  0.000000e+00    0.000000e+00
## 1206    0.000000000              0  0.000000e+00    0.000000e+00
## 1207    0.920000000              0  0.000000e+00    0.000000e+00
## 1208    0.000000000              0  0.000000e+00    0.000000e+00
## 1209    1.500000000              0  3.813635e-01    3.400000e-01
## 1210    0.000000000              0  0.000000e+00    0.000000e+00
## 1211    0.470000000              0  0.000000e+00    2.300000e-01
## 1212    2.130000000              0  1.350433e-01    0.000000e+00
## 1213    0.900000000              0  0.000000e+00    0.000000e+00
## 1214    1.740000000              0  0.000000e+00    2.900000e-01
## 1215    2.410000000              0  4.800000e-01    0.000000e+00
## 1216    2.420000000              0  4.800000e-01    0.000000e+00
## 1217    2.450000000              0  4.900000e-01    0.000000e+00
## 1218    1.107114879              0  0.000000e+00    0.000000e+00
## 1219    1.360000000              0  3.596135e-01    3.100000e-01
## 1220    0.000000000              0  0.000000e+00    0.000000e+00
## 1221    1.290000000              0  0.000000e+00    1.660000e-02
## 1222    1.290000000              0  0.000000e+00    1.660000e-02
## 1223    1.290000000              0  0.000000e+00    1.660000e-02
## 1224    0.150000000              0  0.000000e+00    0.000000e+00
## 1225    2.300000000              0  6.200000e-01    2.000000e-01
## 1226    0.000000000              0  0.000000e+00    0.000000e+00
## 1227    1.470000000              0  3.824635e-01    3.400000e-01
## 1228    0.920000000              0  0.000000e+00    0.000000e+00
## 1229    1.910000000              0  3.100000e-01    9.774756e-02
## 1230    2.250000000              0  0.000000e+00    0.000000e+00
## 1231    0.920000000              0  0.000000e+00    0.000000e+00
## 1232    2.830000000              0  0.000000e+00    0.000000e+00
## 1233    2.640000000              0  0.000000e+00    0.000000e+00
## 1234    0.000000000              0  0.000000e+00    0.000000e+00
## 1235    0.000000000              0  0.000000e+00    0.000000e+00
## 1236    0.960000000              0  0.000000e+00    1.200000e-01
## 1237    1.750000000              0  9.000000e-02    2.900000e-01
## 1238    1.560000000              0  0.000000e+00    0.000000e+00
## 1239    1.090000000              0  3.600000e-01    1.347383e-01
## 1240    0.450000000              0  0.000000e+00    0.000000e+00
## 1241    2.430000000              0  0.000000e+00    9.000000e-02
## 1242    2.530000000              0  1.967250e-01    0.000000e+00
## 1243    2.530000000              0  1.967250e-01    0.000000e+00
## 1244    2.000000000              0  0.000000e+00    0.000000e+00
## 1245    1.910000000              0  0.000000e+00    0.000000e+00
## 1246    3.750000000              0  0.000000e+00    0.000000e+00
## 1247    0.520000000              0  0.000000e+00    0.000000e+00
## 1248    1.811466905              0  0.000000e+00    0.000000e+00
## 1249    1.660000000              0  0.000000e+00    0.000000e+00
## 1250    1.450000000              0  0.000000e+00    6.778333e-02
## 1251    1.690000000              0  0.000000e+00    8.588333e-02
## 1252    1.450000000              0  0.000000e+00    6.778333e-02
## 1253    0.400000000              0  1.316773e-01    0.000000e+00
## 1254    1.500000000              0  1.700000e-01    3.400000e-01
## 1255    0.000000000              0  0.000000e+00   -5.266620e-17
## 1256    3.260000000              0  0.000000e+00    0.000000e+00
## 1257    0.000000000              0  0.000000e+00    0.000000e+00
## 1258    0.960000000              0  0.000000e+00    0.000000e+00
## 1259    2.590000000              0  0.000000e+00    0.000000e+00
## 1260    1.960000000              0  0.000000e+00    0.000000e+00
## 1261    2.200000000              0  1.586583e-01    0.000000e+00
## 1262    2.080000000              0  0.000000e+00    6.678333e-02
## 1263    2.200000000              0  1.586583e-01    0.000000e+00
## 1264    2.200000000              0  1.586583e-01    0.000000e+00
## 1265    2.200000000              0  1.574583e-01    0.000000e+00
## 1266    0.000000000              0  0.000000e+00    0.000000e+00
## 1267    0.700000000              0  6.000000e-01    1.000000e-01
## 1268    0.000000000              0  0.000000e+00    0.000000e+00
## 1269    0.700000000              0  6.000000e-01    1.000000e-01
## 1270    0.870000000              0  0.000000e+00    1.700000e-01
## 1271    0.000000000              0  0.000000e+00    0.000000e+00
## 1272    1.570000000              0  5.200000e-01    0.000000e+00
## 1273    1.040000000              0  2.125279e-01    5.000000e-02
## 1274    0.870000000              0  0.000000e+00    1.700000e-01
## 1275    2.460000000              0  0.000000e+00    0.000000e+00
## 1276    1.000000000              0  1.000000e-01    2.000000e-01
## 1277    1.040000000              0  3.400000e-01    0.000000e+00
## 1278    1.270000000              0  0.000000e+00    1.200000e-01
## 1279    1.270000000              0  0.000000e+00    1.200000e-01
## 1280    0.770000000              0  5.800000e-01    2.711000e-01
## 1281    0.830000000              0  6.200000e-01    2.770000e-01
## 1282    0.000000000              0  0.000000e+00    0.000000e+00
## 1283    0.000000000              0  0.000000e+00    0.000000e+00
## 1284    1.040000000              0  2.125279e-01    5.000000e-02
## 1285    0.000000000              0  0.000000e+00    0.000000e+00
## 1286    0.830000000              0  6.200000e-01    2.636000e-01
## 1287    0.390000000              0  1.900000e-01    3.900000e-01
## 1288    0.000000000              0  0.000000e+00    0.000000e+00
## 1289    1.100000000              0  0.000000e+00    1.000000e-01
## 1290    2.780000000              0  1.745000e-01    3.900000e-01
## 1291    0.000000000              0  0.000000e+00    0.000000e+00
## 1292    2.700000000              0  0.000000e+00    0.000000e+00
## 1293    0.000000000              0  0.000000e+00    0.000000e+00
## 1294    0.000000000              0  0.000000e+00    0.000000e+00
## 1295    0.440000000              0  0.000000e+00    0.000000e+00
## 1296    2.220000000              0  5.500000e-01    0.000000e+00
## 1297    1.210000000              0  0.000000e+00    0.000000e+00
## 1298    0.530000000              0  0.000000e+00    0.000000e+00
## 1299    3.520000000              0  0.000000e+00    0.000000e+00
## 1300    0.000000000              0  0.000000e+00    0.000000e+00
## 1301    1.600000000              0  0.000000e+00    0.000000e+00
## 1302    1.600000000              0  0.000000e+00    0.000000e+00
## 1303    1.660000000              0  4.700000e-01    2.112000e-01
## 1304    1.130000000              0  3.410000e-01    1.700000e-01
## 1305    1.920000000              0  0.000000e+00    3.000000e-01
## 1306    0.220000000              0  0.000000e+00    0.000000e+00
## 1307    1.000000000              0  1.000000e-01    2.000000e-01
## 1308    0.990000000              0  0.000000e+00    0.000000e+00
## 1309    0.000000000              0  0.000000e+00    0.000000e+00
## 1310    1.880000000              0  6.200000e-01    0.000000e+00
## 1311    2.720000000              0  0.000000e+00    1.900000e-03
## 1312    1.160000000              0  0.000000e+00    0.000000e+00
## 1313    1.910000000              0  0.000000e+00    4.700000e-01
## 1314    0.810000000              0  4.504000e-01    5.700000e-01
## 1315    0.810000000              0  4.504000e-01    5.700000e-01
## 1316    3.070000000              0  0.000000e+00    0.000000e+00
## 1317    0.000000000              0  0.000000e+00    0.000000e+00
## 1318    1.350000000              0  1.000000e-01    1.700000e-01
## 1319    0.900000000              0  1.600000e-01    4.100000e-01
## 1320    2.190000000              0  0.000000e+00    5.400000e-01
## 1321    1.380000000              0  0.000000e+00    2.034126e-01
## 1322    1.280000000              0  0.000000e+00    0.000000e+00
## 1323    1.490000000              0  3.300000e-01    1.800000e-01
## 1324    0.000000000              0  0.000000e+00    0.000000e+00
## 1325    1.960000000              0  0.000000e+00    4.943913e-02
## 1326    2.380000000              0  0.000000e+00    3.400000e-01
## 1327    2.120000000              0  0.000000e+00    0.000000e+00
## 1328    0.480000000              0  0.000000e+00    0.000000e+00
## 1329    3.090000000              0  0.000000e+00    0.000000e+00
## 1330    0.920000000              0  0.000000e+00    0.000000e+00
## 1331    0.000000000              0  0.000000e+00   -7.528700e-17
## 1332    0.000000000              0  0.000000e+00   -6.265821e-17
## 1333    0.000000000              0  0.000000e+00   -7.528700e-17
## 1334    0.000000000              0  0.000000e+00   -6.265821e-17
## 1335    0.000000000              0  0.000000e+00   -7.528700e-17
## 1336    0.000000000              0  0.000000e+00   -6.265821e-17
## 1337    0.000000000              0  2.127500e-01    0.000000e+00
## 1338    0.760000000              0  5.343333e-02    0.000000e+00
## 1339    0.680000000              0  1.230000e-01    0.000000e+00
## 1340    1.710044705              0  0.000000e+00    0.000000e+00
## 1341    1.250000000              0  0.000000e+00    1.700000e-01
## 1342    1.330000000              0  0.000000e+00    0.000000e+00
## 1343    1.100000000              0  0.000000e+00    0.000000e+00
## 1344    0.000000000              0  0.000000e+00    0.000000e+00
## 1345    3.380000000              0  3.600000e-01    9.000000e-02
## 1346    1.720000000              0  4.900000e-01    1.950000e-01
## 1347    1.720000000              0  4.900000e-01    1.950000e-01
## 1348    0.000000000              0  0.000000e+00    0.000000e+00
## 1349    0.530000000              0  0.000000e+00    5.947258e-02
## 1350    3.380000000              0  3.600000e-01    9.000000e-02
## 1351    2.310000000              0  0.000000e+00    3.800000e-01
## 1352    0.000000000              0  0.000000e+00    0.000000e+00
## 1353    2.650000000              0  1.781286e-01    0.000000e+00
## 1354    0.350000000              0  5.900000e-01    1.100000e-01
## 1355    2.500000000              0  1.497096e-01    0.000000e+00
## 1356    0.570000000              0  0.000000e+00    0.000000e+00
## 1357    1.720000000              0  4.000000e-01    2.000000e-01
## 1358    1.360000000              0  5.000000e-01    4.600000e-01
## 1359    3.540000000              0  0.000000e+00    0.000000e+00
## 1360    1.720000000              0  4.000000e-01    2.000000e-01
## 1361    0.420000000              0  3.435000e-01    8.000000e-02
## 1362    1.090000000              0  0.000000e+00    9.000000e-02
## 1363    1.920000000              0  0.000000e+00    0.000000e+00
## 1364    1.720000000              0  4.000000e-01    2.000000e-01
## 1365    0.000000000              0  0.000000e+00    0.000000e+00
## 1366    0.000000000              0  0.000000e+00    0.000000e+00
## 1367    0.500000000              0  4.200000e-01    8.000000e-02
## 1368    0.500000000              0  4.200000e-01    8.000000e-02
## 1369    1.050000000              0  1.531000e-02    0.000000e+00
## 1370    0.000000000              0  0.000000e+00    0.000000e+00
## 1371    1.660000000              0  3.900000e-01    1.900000e-01
## 1372    0.000000000              0  6.200000e-02    0.000000e+00
## 1373    1.670000000              0  5.500000e-01    0.000000e+00
## 1374    0.890000000              0  0.000000e+00    0.000000e+00
## 1375    1.800000000              0  0.000000e+00    4.900000e-01
## 1376    3.890000000              0  0.000000e+00    0.000000e+00
## 1377    1.930000000              0  0.000000e+00    0.000000e+00
## 1378    0.000000000              0  4.600000e-03    0.000000e+00
## 1379    1.160000000              0  0.000000e+00    0.000000e+00
## 1380    2.120000000              0  0.000000e+00    4.200000e-01
## 1381    0.300000000              0  6.000000e-01    0.000000e+00
## 1382    0.930000000              0  0.000000e+00    0.000000e+00
## 1383    0.910000000              0  0.000000e+00    0.000000e+00
## 1384    2.180000000              0  7.200000e-01    0.000000e+00
## 1385    3.730000000              0  0.000000e+00    0.000000e+00
## 1386    1.270000000              0  3.200000e-01    5.200000e-01
## 1387    1.000000000              0  0.000000e+00    0.000000e+00
## 1388    0.060000000              0  0.000000e+00    0.000000e+00
## 1389    0.000000000              0  0.000000e+00    0.000000e+00
## 1390    0.000000000              0  0.000000e+00    0.000000e+00
## 1391    1.640000000              0  0.000000e+00    1.400000e-01
## 1392    1.800000000              0  7.200000e-01    1.921000e-01
## 1393    2.190000000              0  0.000000e+00    0.000000e+00
## 1394    0.450000000              0  0.000000e+00    0.000000e+00
## 1395    1.460000000              0  0.000000e+00    0.000000e+00
## 1396    0.730000000              0  0.000000e+00    0.000000e+00
## 1397    0.660000000              0  0.000000e+00    0.000000e+00
## 1398    1.860000000              0  0.000000e+00    0.000000e+00
## 1399    1.560000000              0  5.200000e-01    0.000000e+00
## 1400    1.440000000              0  0.000000e+00    0.000000e+00
## 1401    1.630000000              0  0.000000e+00    0.000000e+00
## 1402    0.520000000              0  0.000000e+00    0.000000e+00
## 1403    0.000000000              0  0.000000e+00    0.000000e+00
## 1404    1.010000000              0  0.000000e+00    0.000000e+00
## 1405    2.750000000              0  1.301000e-01    2.500000e-01
## 1406    2.470000000              0  0.000000e+00    1.418233e-01
## 1407    3.720000000              0  0.000000e+00    0.000000e+00
## 1408    1.540000000              0  3.478792e-01    0.000000e+00
## 1409    2.980000000              0  0.000000e+00    0.000000e+00
## 1410    0.000000000              0  0.000000e+00    0.000000e+00
## 1411    1.460000000              0  3.821135e-01    5.100000e-01
## 1412    0.000000000              0  0.000000e+00    0.000000e+00
## 1413    0.000000000              0  0.000000e+00    0.000000e+00
## 1414    0.000000000              0  0.000000e+00    0.000000e+00
## 1415    1.180000000              0  0.000000e+00    1.900000e-01
## 1416    1.440000000              0  0.000000e+00    0.000000e+00
## 1417    0.170000000              0  1.700000e-01    0.000000e+00
## 1418    0.700000000              0  6.000000e-01    1.000000e-01
## 1419    0.630000000              0  0.000000e+00    0.000000e+00
## 1420    0.000000000              0  0.000000e+00    0.000000e+00
## 1421    1.690000000              0  0.000000e+00    0.000000e+00
## 1422    1.790000000              0  2.732500e-01    0.000000e+00
## 1423    0.000000000              0  0.000000e+00    0.000000e+00
## 1424    0.420000000              0  3.435000e-01    8.000000e-02
## 1425    0.000000000              0  0.000000e+00    0.000000e+00
## 1426    3.480000000              0  0.000000e+00    6.508182e-02
## 1427    1.230000000              0  5.600000e-01    3.794133e-01
## 1428    3.530000000              0  0.000000e+00    0.000000e+00
## 1429    1.090000000              0  0.000000e+00    9.000000e-02
## 1430    0.620000000              0  0.000000e+00    0.000000e+00
## 1431    1.920000000              0  0.000000e+00    0.000000e+00
## 1432    0.930000000              0  0.000000e+00    0.000000e+00
## 1433    3.440000000              0  0.000000e+00    6.650000e-02
## 1434    0.000000000              0  0.000000e+00    0.000000e+00
## 1435    1.620000000              0  1.082179e-01    4.000000e-01
## 1436    1.210000000              0  0.000000e+00    5.084868e-02
## 1437    0.510000000              0  0.000000e+00    0.000000e+00
## 1438    1.260000000              0  4.400000e-01    3.047667e-01
## 1439    0.000000000              0  1.826318e-01    0.000000e+00
## 1440    2.940000000              0  0.000000e+00    4.200000e-01
## 1441    1.240000000              0  0.000000e+00    4.674868e-02
## 1442    3.710000000              0  0.000000e+00    0.000000e+00
## 1443    1.940000000              0  0.000000e+00    0.000000e+00
## 1444    0.640000000              0  2.398671e-01    7.000000e-02
## 1445    1.800000000              0  7.200000e-01    1.850000e-01
## 1446    2.510000000              0  0.000000e+00    0.000000e+00
## 1447    0.000000000              0  0.000000e+00    0.000000e+00
## 1448    1.360000000              0  4.600000e-01    4.600000e-01
## 1449    1.510000000              0  2.635167e-01    3.000000e-01
## 1450    2.990000000              0  0.000000e+00    0.000000e+00
## 1451    1.750000000              0  9.000000e-02    2.900000e-01
## 1452    0.710000000              0  0.000000e+00    8.700000e-03
## 1453    2.440000000              0  5.874200e-01    3.000000e-01
## 1454    0.280000000              0  0.000000e+00    0.000000e+00
## 1455    1.420000000              0  0.000000e+00    0.000000e+00
## 1456    1.110000000              0  0.000000e+00    0.000000e+00
## 1457    0.760000000              0  0.000000e+00    0.000000e+00
## 1458    0.000000000              0  0.000000e+00    0.000000e+00
## 1459    1.660000000              0  0.000000e+00    0.000000e+00
## 1460    2.100000000              0  3.500000e-01    7.596667e-02
## 1461    1.200000000              0  0.000000e+00    0.000000e+00
## 1462    3.190000000              0  0.000000e+00    0.000000e+00
## 1463    0.000000000              0  0.000000e+00    0.000000e+00
## 1464    2.000000000              0  0.000000e+00    0.000000e+00
## 1465    1.320000000              0  4.400000e-01    3.190889e-01
## 1466    1.210000000              0  0.000000e+00    0.000000e+00
## 1467    1.440000000              0  0.000000e+00    2.800000e-01
## 1468    1.350000000              0  0.000000e+00    3.800000e-01
## 1469    0.400000000              0  2.000000e-01    0.000000e+00
## 1470    2.670000000              0  0.000000e+00    0.000000e+00
## 1471    0.380000000              0  1.461273e-01    3.800000e-01
## 1472    1.470000000              0  1.018167e-01    3.200000e-01
## 1473    1.750000000              0  1.236667e-02    0.000000e+00
## 1474    1.200000000              0  0.000000e+00    4.000000e-01
## 1475    1.750000000              0  5.000000e-02    2.285857e-01
## 1476    0.690000000              0  5.900000e-01    1.900000e-01
## 1477    0.610000000              0  6.100000e-01    0.000000e+00
## 1478    2.220000000              0  0.000000e+00    0.000000e+00
## 1479    0.000000000              0  0.000000e+00    0.000000e+00
## 1480    1.300000000              0  8.000000e-02    3.400000e-01
## 1481    1.550000000              0  1.700000e-01    1.700000e-01
## 1482    1.970000000              0  0.000000e+00    5.300000e-01
## 1483    1.190000000              0  0.000000e+00    0.000000e+00
## 1484    0.000000000              0  0.000000e+00   -8.833212e-17
## 1485    0.260000000              0  0.000000e+00    0.000000e+00
## 1486    0.270000000              0  2.700000e-01    5.400000e-01
## 1487    0.650000000              0  2.507671e-01    8.000000e-02
## 1488    1.841888693              0  0.000000e+00    4.230000e-02
## 1489    0.380000000              0  0.000000e+00    0.000000e+00
## 1490    1.560000000              0  9.000000e-02    1.161476e-01
## 1491    3.840000000              0  0.000000e+00    0.000000e+00
## 1492    0.410000000              0  0.000000e+00    0.000000e+00
## 1493    1.730000000              0  0.000000e+00    0.000000e+00
## 1494    2.100000000              0  0.000000e+00    0.000000e+00
## 1495    3.070000000              0  0.000000e+00    0.000000e+00
## 1496    1.250000000              0  2.658318e-01    0.000000e+00
## 1497    0.000000000              0  0.000000e+00    0.000000e+00
## 1498    0.790000000              0  0.000000e+00    0.000000e+00
## 1499    0.950000000              0  2.622540e-01    0.000000e+00
## 1500    1.910000000              0  4.700000e-01    0.000000e+00
## 1501    0.990000000              0  2.636040e-01    0.000000e+00
## 1502    0.000000000              0  2.900000e-03    0.000000e+00
## 1503    3.270000000              0  0.000000e+00    0.000000e+00
## 1504    1.200000000              0  2.100000e-01    1.600000e-01
## 1505    2.030000000              0  0.000000e+00    0.000000e+00
## 1506    3.300000000              0  0.000000e+00    0.000000e+00
## 1507    0.000000000              0  0.000000e+00    0.000000e+00
## 1508    0.700000000              0  3.500000e-01    0.000000e+00
## 1509    0.000000000              0  0.000000e+00    0.000000e+00
## 1510    1.120000000              0  0.000000e+00    0.000000e+00
## 1511    2.400000000              0  3.971960e-01    0.000000e+00
## 1512    0.000000000              0  0.000000e+00    0.000000e+00
## 1513    0.000000000              0  0.000000e+00    0.000000e+00
## 1514    2.290000000              0  0.000000e+00    0.000000e+00
## 1515    0.000000000              0  0.000000e+00    0.000000e+00
## 1516    2.010000000              0  1.806667e-01    0.000000e+00
## 1517    1.760000000              0  0.000000e+00    0.000000e+00
## 1518    0.000000000              0  0.000000e+00    0.000000e+00
## 1519    0.500000000              0  0.000000e+00    3.300000e-01
## 1520    0.000000000              0  4.100000e-01    0.000000e+00
## 1521    2.720000000              0  0.000000e+00    0.000000e+00
## 1522    0.000000000              0  0.000000e+00    0.000000e+00
## 1523    0.000000000              0  0.000000e+00    0.000000e+00
## 1524    0.980000000              0  7.000000e-02    2.902000e-01
## 1525    2.720000000              0  0.000000e+00    0.000000e+00
## 1526    0.000000000              0  0.000000e+00    0.000000e+00
## 1527    0.000000000              0  0.000000e+00    0.000000e+00
## 1528    0.000000000              0  0.000000e+00    0.000000e+00
## 1529    0.990000000              0  4.900000e-01    3.300000e-01
## 1530    1.100000000              0  0.000000e+00    0.000000e+00
## 1531    0.000000000              0  0.000000e+00    0.000000e+00
## 1532    0.000000000              0  0.000000e+00    0.000000e+00
## 1533    1.120000000              0  2.078667e-02    0.000000e+00
## 1534    0.000000000              0  0.000000e+00    0.000000e+00
## 1535    2.750000000              0  0.000000e+00    3.000000e-01
## 1536    2.170000000              0  0.000000e+00    0.000000e+00
## 1537    1.140000000              0  0.000000e+00    3.200000e-01
## 1538    2.170000000              0  0.000000e+00    0.000000e+00
## 1539    0.980000000              0  0.000000e+00    0.000000e+00
## 1540    1.320000000              0  3.400000e-01    3.103000e-01
## 1541    0.000000000              0  0.000000e+00    0.000000e+00
## 1542    1.690000000              0  5.600000e-01    0.000000e+00
## 1543    0.070000000              0  0.000000e+00    7.000000e-02
## 1544    1.080000000              0  2.855139e-01    0.000000e+00
## 1545    0.820000000              0  0.000000e+00    0.000000e+00
## 1546    1.230000000              0  0.000000e+00    4.100000e-01
## 1547    1.020000000              0  0.000000e+00    2.900000e-01
## 1548    0.590000000              0  2.192167e-01    0.000000e+00
## 1549    3.170000000              0  3.400000e-01    8.000000e-02
## 1550    1.560000000              0  1.100000e-01    2.568227e-01
## 1551    0.580000000              0  0.000000e+00    0.000000e+00
## 1552    1.390000000              0  0.000000e+00    3.200000e-01
## 1553    1.780000000              0  0.000000e+00    4.400000e-01
## 1554    0.870000000              0  0.000000e+00    4.300000e-01
## 1555    0.000000000              0  0.000000e+00    0.000000e+00
## 1556    0.000000000              0  0.000000e+00    0.000000e+00
## 1557    0.000000000              0  0.000000e+00    0.000000e+00
## 1558    0.000000000              0  0.000000e+00    0.000000e+00
## 1559    1.050000000              0  0.000000e+00    5.200000e-01
## 1560    1.280000000              0  1.600000e-01    0.000000e+00
## 1561    4.810000000              0  0.000000e+00    0.000000e+00
## 1562    0.390000000              0  1.982750e-01    0.000000e+00
## 1563    2.200000000              0  0.000000e+00    0.000000e+00
## 1564    0.000000000              0  0.000000e+00    0.000000e+00
## 1565    0.000000000              0  0.000000e+00    0.000000e+00
## 1566    1.050000000              0  0.000000e+00    0.000000e+00
## 1567    0.000000000              0  0.000000e+00    0.000000e+00
## 1568    0.000000000              0  0.000000e+00    0.000000e+00
## 1569    1.270000000              0  3.100000e-01    2.159845e-01
## 1570    1.420000000              0  0.000000e+00    0.000000e+00
## 1571    2.150000000              0  8.080000e-02    6.283913e-02
## 1572    1.810000000              0  0.000000e+00    0.000000e+00
## 1573    1.430000000              0  0.000000e+00    0.000000e+00
## 1574    1.220000000              0  0.000000e+00    0.000000e+00
## 1575    1.810000000              0  0.000000e+00    0.000000e+00
## 1576    0.000000000              0  0.000000e+00    0.000000e+00
## 1577    1.150000000              0  4.113000e-01    3.021000e-01
## 1578    0.540000000              0  0.000000e+00    0.000000e+00
## 1579    1.150000000              0  3.170000e-01    8.000000e-02
## 1580    0.130000000              0  0.000000e+00    2.600000e-01
## 1581    4.160000000              0  0.000000e+00    0.000000e+00
## 1582    0.000000000              0  0.000000e+00    0.000000e+00
## 1583    3.120000000              0  0.000000e+00    0.000000e+00
## 1584    0.390000000              0  1.982750e-01    0.000000e+00
## 1585    0.000000000              0  0.000000e+00    0.000000e+00
## 1586    0.000000000              0  0.000000e+00    0.000000e+00
## 1587    0.000000000              0  1.407667e-01    3.800000e-01
## 1588    1.990000000              0  0.000000e+00    0.000000e+00
## 1589    0.520000000              0  2.032848e-01    5.200000e-01
## 1590    0.650000000              0  0.000000e+00    3.200000e-01
## 1591    2.850000000              0  0.000000e+00    0.000000e+00
## 1592    4.270000000              0  0.000000e+00    5.000000e-03
## 1593    1.150000000              0  4.065000e-01    3.071000e-01
## 1594    0.000000000              0  4.600000e-03    0.000000e+00
## 1595    1.210000000              0  0.000000e+00    0.000000e+00
## 1596    1.280000000              0  3.600000e-01    3.093889e-01
## 1597    2.540000000              0  2.800000e-01    0.000000e+00
## 1598    0.000000000              0  0.000000e+00    8.000000e-04
## 1599    1.420000000              0  0.000000e+00    0.000000e+00
## 1600    0.640000000              0  0.000000e+00    0.000000e+00
## 1601    1.810000000              0  4.000000e-02    1.980143e-01
## 1602    2.100000000              0  1.400000e-01    2.800000e-01
## 1603    2.080000000              0  1.300000e-01    2.700000e-01
## 1604    2.420000000              0  0.000000e+00    0.000000e+00
## 1605    1.150000000              0  4.113000e-01    3.021000e-01
## 1606    1.410000000              0  2.900000e-01    3.266889e-01
## 1607    0.000000000              0  0.000000e+00    8.000000e-04
## 1608    1.150000000              0  4.067000e-01    3.021000e-01
## 1609    1.940000000              0  6.400000e-01    0.000000e+00
## 1610    1.370000000              0  0.000000e+00    0.000000e+00
## 1611    1.210000000              0  0.000000e+00    0.000000e+00
## 1612    1.150000000              0  4.113000e-01    3.021000e-01
## 1613    2.350000000              0  7.300000e-01    2.900000e-01
## 1614    2.350000000              0  7.300000e-01    2.900000e-01
## 1615    0.000000000              0  0.000000e+00    0.000000e+00
## 1616    0.000000000              0  0.000000e+00    0.000000e+00
## 1617    1.160000000              0  0.000000e+00    0.000000e+00
## 1618    0.230000000              0  0.000000e+00    0.000000e+00
## 1619    1.180000000              0  0.000000e+00    1.055000e-01
## 1620    1.150000000              0  4.065000e-01    3.071000e-01
## 1621    2.350000000              0  8.000000e-02    4.300000e-01
## 1622    0.000000000              0  0.000000e+00    0.000000e+00
## 1623    0.850000000              0  0.000000e+00    1.598000e-01
## 1624    0.000000000              0  0.000000e+00    0.000000e+00
## 1625    0.380000000              0  1.461273e-01    3.800000e-01
## 1626    1.660000000              0  0.000000e+00    0.000000e+00
## 1627    2.320000000              0  1.300000e-01    0.000000e+00
## 1628    1.320000000              0  3.400000e-01    3.103000e-01
## 1629    1.090000000              0  2.700000e-01    0.000000e+00
## 1630    0.800000000              0  0.000000e+00    1.012917e-01
## 1631    4.540000000              0  0.000000e+00    4.800000e-03
## 1632    1.280000000              0  0.000000e+00    0.000000e+00
## 1633    2.630000000              0  0.000000e+00    0.000000e+00
## 1634    0.000000000              0  0.000000e+00    0.000000e+00
## 1635    0.810000000              0  1.300000e-01    2.700000e-01
## 1636    0.120000000              0  0.000000e+00    0.000000e+00
## 1637    0.120000000              0  0.000000e+00    0.000000e+00
## 1638    0.120000000              0  0.000000e+00    0.000000e+00
## 1639    1.780000000              0  9.000000e-02    2.900000e-01
## 1640    1.320000000              0  3.400000e-01    3.103000e-01
## 1641    0.000000000              0  0.000000e+00    0.000000e+00
## 1642    1.050000000              0  0.000000e+00    0.000000e+00
## 1643    1.070000000              0  0.000000e+00    0.000000e+00
## 1644    1.160000000              0  0.000000e+00    0.000000e+00
## 1645    1.540000000              0  0.000000e+00    2.200000e-01
## 1646    0.000000000              0  0.000000e+00    0.000000e+00
## 1647    0.000000000              0  0.000000e+00    0.000000e+00
## 1648    1.540000000              0  0.000000e+00    2.200000e-01
## 1649    0.310000000              0  2.100000e-01    0.000000e+00
## 1650    0.000000000              0  0.000000e+00    0.000000e+00
## 1651    1.740000000              0  1.040286e-01    0.000000e+00
## 1652    2.350000000              0  8.000000e-02    4.300000e-01
## 1653    2.120000000              0  3.500000e-01    6.306667e-02
## 1654    1.410000000              0  3.100000e-01    5.600000e-01
## 1655    0.090000000              0  0.000000e+00    0.000000e+00
## 1656    0.600000000              0  4.800000e-01    1.200000e-01
## 1657    1.750000000              0  5.000000e-02    2.285857e-01
## 1658    1.360000000              0  0.000000e+00    0.000000e+00
## 1659    0.000000000              0  0.000000e+00    0.000000e+00
## 1660    1.800000000              0  4.500000e-01    0.000000e+00
## 1661    1.200000000              0  8.000000e-02    4.000000e-01
## 1662    1.350000000              0  1.000000e-01    1.700000e-01
## 1663    1.870000000              0  4.600000e-01    2.800000e-01
## 1664    0.000000000              0  0.000000e+00    0.000000e+00
## 1665    0.920000000              0  0.000000e+00    5.000000e-01
## 1666    1.470000000              0  1.018167e-01    3.200000e-01
## 1667    0.000000000              0  0.000000e+00    0.000000e+00
## 1668    2.370000000              0  0.000000e+00    0.000000e+00
## 1669    0.000000000              0  0.000000e+00    0.000000e+00
## 1670    1.110000000              0  0.000000e+00    0.000000e+00
## 1671    1.210000000              0  0.000000e+00    2.400000e-01
## 1672    0.670000000              0  0.000000e+00    0.000000e+00
## 1673    1.080000000              0  0.000000e+00    3.000000e-01
## 1674    1.590000000              0  3.900000e-01    3.400000e-01
## 1675    0.000000000              0  0.000000e+00    0.000000e+00
## 1676    0.000000000              0  0.000000e+00    0.000000e+00
## 1677    2.400000000              0  0.000000e+00    0.000000e+00
## 1678    0.470000000              0  0.000000e+00    0.000000e+00
## 1679    1.140000000              0  4.900000e-01    2.950000e-01
## 1680    4.120000000              0  4.500000e-01    2.200000e-01
## 1681    0.000000000              0  0.000000e+00    0.000000e+00
## 1682    3.320000000              0  3.900000e-01    2.600000e-01
## 1683    1.300000000              0  8.000000e-02    3.400000e-01
## 1684    1.020000000              0  0.000000e+00    4.300000e-01
## 1685    1.300000000              0  8.000000e-02    3.400000e-01
## 1686    0.000000000              0  5.300000e-01    2.600000e-01
## 1687    1.070000000              0  0.000000e+00    0.000000e+00
## 1688    0.000000000              0  0.000000e+00    0.000000e+00
## 1689    0.560000000              0  0.000000e+00    0.000000e+00
## 1690    0.000000000              0  0.000000e+00    0.000000e+00
## 1691    0.000000000              0  0.000000e+00    0.000000e+00
## 1692    1.080000000              0  0.000000e+00    9.000000e-02
## 1693    2.220000000              0  5.500000e-01    5.500000e-01
## 1694    1.510000000              0  5.800000e-01    4.600000e-01
## 1695    0.740000000              0  0.000000e+00    0.000000e+00
## 1696    0.000000000              0  0.000000e+00    0.000000e+00
## 1697    1.220000000              0  0.000000e+00    0.000000e+00
## 1698    0.000000000              0  0.000000e+00    0.000000e+00
## 1699    1.450000000              0  0.000000e+00    2.900000e-01
## 1700    1.730000000              0  0.000000e+00    2.800000e-01
## 1701    0.000000000              0  0.000000e+00    0.000000e+00
## 1702    1.220000000              0  4.900000e-01    2.925000e-01
## 1703    1.240000000              0  8.000000e-02    3.500000e-01
## 1704    1.230000000              0  4.900000e-01    2.944000e-01
## 1705    1.510000000              0  5.800000e-01    4.600000e-01
## 1706    0.000000000              0  0.000000e+00    0.000000e+00
## 1707    1.250000000              0  0.000000e+00    0.000000e+00
## 1708    0.000000000              0  0.000000e+00    0.000000e+00
## 1709    1.240000000              0  8.000000e-02    3.500000e-01
## 1710    0.000000000              0  0.000000e+00    0.000000e+00
## 1711    0.000000000              0  0.000000e+00    0.000000e+00
## 1712    0.000000000              0  0.000000e+00    0.000000e+00
## 1713    1.080000000              0  0.000000e+00    9.000000e-02
## 1714    1.250000000              0  5.800000e-01    2.900000e-01
## 1715    0.000000000              0  0.000000e+00    0.000000e+00
## 1716    2.400000000              0  0.000000e+00    0.000000e+00
## 1717    1.760000000              0  5.600000e-01    3.400000e-01
## 1718    0.000000000              0  0.000000e+00    0.000000e+00
## 1719    1.390000000              0  8.000000e-02    2.600000e-01
## 1720    2.460000000              0  0.000000e+00    0.000000e+00
## 1721    0.600000000              0  6.000000e-01    0.000000e+00
## 1722    0.000000000              0  0.000000e+00    0.000000e+00
## 1723    0.000000000              0  0.000000e+00    0.000000e+00
## 1724    0.000000000              0  0.000000e+00    0.000000e+00
##       word_freq_hp word_freq_hpl word_freq_george word_freq_650
## 1     0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 2     0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 3     0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 4     0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 5     0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 6     0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 7     0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 8     0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 9     0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 10    0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 11    0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 12    0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 13    0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 14    0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 15    0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 16    0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 17    0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 18    0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 19    0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 20    0.000000e+00  0.000000e+00     0.0000000000  3.100000e-01
## 21    0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 22    0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 23    0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 24    0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 25    0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 26    0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 27    0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 28    0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 29    0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 30    0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 31    0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 32    0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 33    0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 34    0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 35    6.800000e-01  0.000000e+00     0.0000000000  6.800000e-01
## 36    0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 37    0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 38    0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 39    0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 40    0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 41    0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 42    0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 43    0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 44    0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 45    0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 46    0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 47    0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 48    0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 49    0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 50    0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 51    0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 52    0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 53    0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 54    0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 55    0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 56    0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 57    0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 58    0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 59    0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 60    0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 61    0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 62    0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 63    0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 64    3.400000e-01  3.400000e-01     0.0000000000  0.000000e+00
## 65    0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 66    0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 67    0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 68    0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 69    0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 70    0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 71    0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 72    0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 73    0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 74    0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 75    0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 76    0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 77    0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 78    0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 79    0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 80    0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 81    0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 82    0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 83    0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 84    0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 85    0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 86    0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 87    0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 88    0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 89    0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 90    0.000000e+00  0.000000e+00     0.0000000000 -1.831868e-16
## 91    0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 92    0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 93    0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 94    0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 95    0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 96    0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 97    0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 98    0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 99    0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 100   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 101   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 102   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 103   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 104   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 105   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 106   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 107   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 108   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 109   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 110   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 111   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 112   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 113   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 114   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 115   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 116   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 117   5.000000e-02  5.000000e-02     0.0000000000  0.000000e+00
## 118   5.000000e-02  5.000000e-02     0.0000000000  0.000000e+00
## 119   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 120   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 121   5.000000e-02  5.000000e-02     0.0000000000  0.000000e+00
## 122   5.000000e-02  5.000000e-02     0.0000000000  0.000000e+00
## 123   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 124   0.000000e+00  0.000000e+00     0.0000000000  1.600000e-01
## 125   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 126   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 127   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 128   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 129   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 130   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 131   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 132   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 133   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 134   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 135   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 136   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 137   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 138   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 139   1.490000e+00  1.490000e+00     0.0000000000  0.000000e+00
## 140   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 141   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 142   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 143   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 144   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 145   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 146   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 147   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 148   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 149   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 150   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 151   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 152   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 153   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 154   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 155   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 156   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 157   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 158   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 159   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 160   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 161   2.100000e-01  2.100000e-01     0.0000000000  0.000000e+00
## 162   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 163   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 164   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 165   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 166   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 167   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 168   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 169   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 170   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 171   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 172   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 173   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 174   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 175   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 176   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 177   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 178   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 179   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 180   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 181   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 182   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 183   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 184   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 185   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 186   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 187   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 188   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 189   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 190   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
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## 636   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
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## 658   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 659   0.000000e+00  0.000000e+00     0.0000000000  1.500000e-01
## 660   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
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## 718   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 719   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
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## 721   3.200000e-01  0.000000e+00     0.0000000000  0.000000e+00
## 722   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 723   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 724   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 725   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 726   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 727   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 728   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 729   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 730   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 731   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 732   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 733   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 734   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 735   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 736   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 737   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 738   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 739   1.350000e+00  1.350000e+00     0.0000000000  0.000000e+00
## 740   2.600000e-01  2.600000e-01     0.0000000000  0.000000e+00
## 741   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 742   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 743   5.200000e-01  5.200000e-01     0.0000000000  0.000000e+00
## 744   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 745   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 746   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 747   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 748   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 749   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 750   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 751   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 752   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 753   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 754   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 755   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 756   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 757   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 758   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 759   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 760   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 761   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 762   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 763   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 764   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 765   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 766   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 767   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 768   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 769   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 770   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 771   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 772   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 773   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 774   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 775   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 776   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 777   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 778   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 779   9.000000e-02  9.000000e-02     0.0000000000  0.000000e+00
## 780   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 781   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 782   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 783   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 784   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 785   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 786   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 787   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 788   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 789   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 790   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 791   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 792   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 793   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 794   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 795   1.100000e-01  1.100000e-01     0.0000000000  0.000000e+00
## 796   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 797   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 798   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 799   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 800   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 801   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 802   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 803   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 804   0.000000e+00  0.000000e+00     1.2800000000  0.000000e+00
## 805   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 806   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 807   3.400000e-01  0.000000e+00     0.0000000000  0.000000e+00
## 808   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 809   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 810   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 811   3.400000e-01  0.000000e+00     0.0000000000  0.000000e+00
## 812   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 813   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 814   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 815   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 816   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 817   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 818   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 819   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 820   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 821   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 822   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 823   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 824   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 825   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 826   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 827   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 828   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 829   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 830   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 831   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 832   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 833   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 834   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 835   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 836   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 837   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 838   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 839   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 840   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 841   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 842   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 843   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 844   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 845   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 846   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 847   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 848   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 849   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 850   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 851   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 852   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 853   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 854   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 855   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 856   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 857   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 858   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 859   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 860   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 861   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 862   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 863   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 864   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 865   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 866   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 867   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 868   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 869   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 870   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 871   1.460000e+00  1.460000e+00     0.0000000000  0.000000e+00
## 872   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 873   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 874   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 875   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 876   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 877   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 878   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 879   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 880   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 881   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 882   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 883   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 884   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 885   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 886   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 887   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 888   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 889   3.400000e-01  0.000000e+00     0.0000000000  0.000000e+00
## 890   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 891   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 892   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 893   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 894   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 895   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 896   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 897   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 898   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 899   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 900   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 901   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 902   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 903   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 904   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 905   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 906   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 907   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 908   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 909   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 910   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 911   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 912   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 913   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 914   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 915   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 916   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 917   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 918   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 919   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 920   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 921   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 922   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 923   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 924   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 925   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 926   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 927   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 928   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 929   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 930   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 931   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 932   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 933   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 934   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 935   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 936   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 937   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 938   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 939   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 940   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 941   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 942   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 943   3.800000e-01  0.000000e+00     0.0000000000  0.000000e+00
## 944   3.800000e-01  0.000000e+00     0.0000000000  0.000000e+00
## 945   3.800000e-01  0.000000e+00     0.0000000000  0.000000e+00
## 946   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 947   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 948   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 949   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 950   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 951   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 952   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 953   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 954   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 955   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 956   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 957   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 958   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 959   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 960   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 961   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 962   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 963   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 964   2.000000e-02  0.000000e+00     0.0000000000  0.000000e+00
## 965   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 966   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 967   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 968   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 969   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 970   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 971   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 972   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 973   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 974   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 975   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 976   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 977   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 978   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 979   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 980   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 981   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 982   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 983   0.000000e+00  0.000000e+00     0.1800000000  0.000000e+00
## 984   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 985   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 986   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 987   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 988   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 989   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 990   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 991   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 992   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 993   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 994   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 995   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 996   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 997   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 998   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 999   0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1000  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1001  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1002  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1003  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1004  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1005  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1006  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1007  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1008  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1009  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1010  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1011  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1012  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1013  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1014  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1015  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1016  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1017  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1018  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1019  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1020  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1021  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1022  1.190000e+00  1.190000e+00     0.0000000000  0.000000e+00
## 1023  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1024  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1025  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1026  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1027  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1028  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1029  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1030  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1031  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1032  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1033  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1034  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1035  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1036  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1037  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1038  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1039  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1040  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1041  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1042  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1043  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1044  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1045  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1046  9.700000e-01  9.700000e-01     0.0000000000  0.000000e+00
## 1047  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1048  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1049  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1050  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1051  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1052  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1053  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1054  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1055  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1056  1.180000e+00  1.220000e+00     0.0000000000  0.000000e+00
## 1057  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1058  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1059  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1060  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1061  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1062  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1063  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1064  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1065  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1066  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1067  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1068  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1069  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1070  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1071  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1072  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1073  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1074  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1075  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1076  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1077  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1078  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1079  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1080  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1081  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1082  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1083  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1084  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1085  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1086  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1087  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1088  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1089  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1090  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1091  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1092  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1093  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1094  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1095  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1096  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1097  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1098  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1099  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1100  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1101  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1102  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1103  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1104  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1105  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1106  3.600000e-01  3.600000e-01     0.0000000000  0.000000e+00
## 1107  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1108  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1109  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1110  9.800000e-01  9.800000e-01     0.0000000000  0.000000e+00
## 1111  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1112  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1113  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1114  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1115  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1116  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1117  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1118  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1119  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1120  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1121  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1122  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1123  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1124  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1125  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1126  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1127  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1128  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1129  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1130  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1131  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1132  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1133  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1134  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1135  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1136  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1137  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1138  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1139  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1140  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1141  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1142  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1143  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1144  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1145  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1146  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1147  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1148  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1149  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1150  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1151  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1152  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1153  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1154  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1155  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1156  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1157  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1158  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1159  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1160  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1161  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1162  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1163  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1164  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1165  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1166  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1167  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1168  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1169  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1170  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1171  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1172  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1173  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1174  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1175  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1176  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1177  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1178  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1179  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1180  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1181  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1182  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1183  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1184  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1185  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1186  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1187  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1188  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1189  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1190  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1191  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1192  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1193  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1194  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1195  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1196  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1197  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1198  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1199  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1200  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1201  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1202  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1203  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1204  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1205  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1206  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1207  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1208  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1209  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1210  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1211  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1212  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1213  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1214  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1215  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1216  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1217  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1218  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1219  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1220  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1221  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1222  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1223  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1224  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1225  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1226  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1227  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1228  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1229  0.000000e+00  0.000000e+00     0.0000000000  3.100000e-01
## 1230  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1231  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1232  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1233  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1234  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1235  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1236  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1237  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1238  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1239  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1240  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1241  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1242  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1243  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1244  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1245  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1246  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1247  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1248  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1249  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1250  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1251  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1252  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1253  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1254  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1255  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1256  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1257  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1258  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1259  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1260  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1261  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1262  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1263  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1264  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1265  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1266  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1267  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1268  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1269  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1270  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1271  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1272  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1273  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1274  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1275  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1276  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1277  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1278  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1279  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1280  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1281  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1282  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1283  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1284  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1285  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1286  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1287  0.000000e+00  0.000000e+00     0.0000000000  5.900000e-01
## 1288  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1289  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1290  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1291  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1292  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1293  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1294  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1295  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1296  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1297  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1298  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1299  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1300  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1301  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1302  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1303  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1304  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1305  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1306  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1307  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1308  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1309  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1310  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1311  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1312  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1313  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1314  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1315  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1316  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1317  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1318  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1319  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1320  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1321  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1322  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1323  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1324  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1325  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1326  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1327  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1328  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1329  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1330  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1331  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1332  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1333  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1334  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1335  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1336  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1337  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1338  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1339  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1340  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1341  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1342  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1343  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1344  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1345  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1346  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1347  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1348  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1349  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1350  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1351  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1352  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1353  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1354  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1355  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1356  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1357  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1358  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1359  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1360  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1361  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1362  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1363  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1364  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1365  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1366  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1367  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1368  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1369  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1370  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1371  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1372  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1373  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1374  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1375  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1376  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1377  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1378  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1379  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1380  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1381  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1382  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1383  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1384  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1385  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1386  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1387  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1388  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1389  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1390  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1391  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1392  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1393  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1394  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1395  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1396  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1397  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1398  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1399  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1400  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1401  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1402  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1403  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1404  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1405  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1406  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1407  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1408  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1409  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1410  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1411  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1412  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1413  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1414  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1415  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1416  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1417  7.932479e-01  5.060600e-01     0.0000000000  0.000000e+00
## 1418  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1419  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1420  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1421  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1422  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1423  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1424  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1425  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1426  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1427  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1428  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1429  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1430  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1431  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1432  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1433  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1434  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1435  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1436  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1437  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1438  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1439  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1440  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1441  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1442  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1443  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1444  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1445  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1446  0.000000e+00  0.000000e+00     0.0000000000  1.000000e-01
## 1447  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1448  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1449  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1450  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1451  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1452  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1453  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1454  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1455  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1456  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1457  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1458  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1459  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1460  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1461  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1462  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1463  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1464  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1465  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1466  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1467  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1468  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1469  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1470  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1471  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1472  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1473  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1474  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1475  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1476  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1477  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1478  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1479  7.000000e-01  7.000000e-01     0.0000000000  0.000000e+00
## 1480  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1481  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1482  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1483  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1484  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1485  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1486  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1487  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1488  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1489  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1490  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1491  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1492  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1493  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1494  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1495  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1496  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1497  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1498  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1499  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1500  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1501  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1502  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1503  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1504  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1505  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1506  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1507  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1508  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1509  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1510  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1511  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1512  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1513  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1514  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1515  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1516  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1517  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1518  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1519  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1520  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1521  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1522  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1523  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1524  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1525  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1526  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1527  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1528  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1529  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1530  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1531  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1532  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1533  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1534  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1535  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1536  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1537  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1538  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1539  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1540  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1541  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1542  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1543  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1544  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1545  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1546  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1547  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1548  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1549  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1550  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1551  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1552  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1553  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1554  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1555  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1556  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1557  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1558  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1559  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1560  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1561  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1562  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1563  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1564  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1565  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1566  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1567  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1568  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1569  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1570  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1571  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1572  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1573  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1574  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1575  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1576  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1577  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1578  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1579  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1580  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1581  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1582  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1583  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1584  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1585  0.000000e+00  0.000000e+00     0.0000000000  7.300000e-01
## 1586  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1587  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1588  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1589  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1590  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1591  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1592  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1593  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1594  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1595  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1596  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1597  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1598  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1599  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1600  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1601  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1602  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1603  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1604  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1605  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1606  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1607  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1608  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1609  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1610  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1611  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1612  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1613  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1614  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1615  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1616  0.000000e+00  0.000000e+00     0.0000000000  3.600000e-01
## 1617  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1618  0.000000e+00  0.000000e+00     0.0000000000  3.500000e-01
## 1619  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1620  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1621  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1622  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1623  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1624  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1625  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1626  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1627  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1628  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1629  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1630  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1631  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1632  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1633  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1634  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1635  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1636  0.000000e+00  0.000000e+00     0.0000000000  2.500000e-01
## 1637  0.000000e+00  0.000000e+00     0.0000000000  2.400000e-01
## 1638  0.000000e+00  0.000000e+00     0.0000000000  2.400000e-01
## 1639  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1640  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1641  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1642  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1643  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1644  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1645  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1646  0.000000e+00  0.000000e+00     0.0000000000  3.600000e-02
## 1647  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1648  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1649  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1650  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1651  0.000000e+00  0.000000e+00     0.4300000000  0.000000e+00
## 1652  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1653  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1654  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1655  9.000000e-02  0.000000e+00     0.0000000000  0.000000e+00
## 1656  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1657  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1658  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1659  0.000000e+00  0.000000e+00     0.0000000000  7.421667e-02
## 1660  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1661  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1662  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1663  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1664  0.000000e+00  0.000000e+00     0.0000000000  4.200000e-01
## 1665  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1666  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1667  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1668  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1669  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1670  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1671  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1672  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1673  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1674  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1675  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1676  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1677  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1678  0.000000e+00  0.000000e+00     0.0000000000  8.050000e-02
## 1679  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1680  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1681  6.800000e-01  1.360000e+00     0.0000000000  0.000000e+00
## 1682  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1683  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1684  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1685  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1686  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1687  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1688  0.000000e+00  0.000000e+00     0.0000000000  6.691667e-02
## 1689  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1690  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1691  0.000000e+00  0.000000e+00     0.0000000000  2.800000e-01
## 1692  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1693  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1694  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1695  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1696  0.000000e+00  0.000000e+00     0.0000000000 -1.811745e-16
## 1697  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1698  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1699  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1700  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1701  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1702  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1703  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1704  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1705  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1706  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1707  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1708  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1709  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1710  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1711  0.000000e+00  0.000000e+00     0.0000000000  6.400000e-01
## 1712  0.000000e+00  0.000000e+00     0.0000000000  4.400000e-01
## 1713  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1714  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1715  0.000000e+00  0.000000e+00     0.0000000000  4.800000e-01
## 1716  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1717  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1718  0.000000e+00  0.000000e+00     0.0000000000  2.506667e-02
## 1719  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1720  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1721  0.000000e+00  0.000000e+00     0.0000000000  0.000000e+00
## 1722  0.000000e+00  0.000000e+00     0.0000000000  1.560000e-02
## 1723  0.000000e+00  0.000000e+00     0.0000000000  4.800000e-01
## 1724  0.000000e+00  0.000000e+00     0.0000000000  5.400000e-01
##      word_freq_lab word_freq_labs word_freq_telnet word_freq_857
## 1     0.000000e+00   0.000000e+00     0.000000e+00             0
## 2     0.000000e+00   0.000000e+00     0.000000e+00             0
## 3     0.000000e+00   0.000000e+00     0.000000e+00             0
## 4     0.000000e+00   0.000000e+00     0.000000e+00             0
## 5     0.000000e+00   0.000000e+00     0.000000e+00             0
## 6     0.000000e+00   0.000000e+00     0.000000e+00             0
## 7     0.000000e+00   0.000000e+00     0.000000e+00             0
## 8     0.000000e+00   0.000000e+00     0.000000e+00             0
## 9     0.000000e+00   0.000000e+00     0.000000e+00             0
## 10    0.000000e+00   0.000000e+00     0.000000e+00             0
## 11    0.000000e+00   0.000000e+00     0.000000e+00             0
## 12    0.000000e+00   0.000000e+00     0.000000e+00             0
## 13    0.000000e+00   0.000000e+00     0.000000e+00             0
## 14    0.000000e+00   0.000000e+00     0.000000e+00             0
## 15    0.000000e+00   0.000000e+00     0.000000e+00             0
## 16    0.000000e+00   0.000000e+00     0.000000e+00             0
## 17    0.000000e+00   0.000000e+00     0.000000e+00             0
## 18    0.000000e+00   0.000000e+00     0.000000e+00             0
## 19    0.000000e+00   0.000000e+00     0.000000e+00             0
## 20    0.000000e+00   0.000000e+00     0.000000e+00             0
## 21    0.000000e+00   0.000000e+00     0.000000e+00             0
## 22    0.000000e+00   0.000000e+00     0.000000e+00             0
## 23    0.000000e+00   0.000000e+00     0.000000e+00             0
## 24    0.000000e+00   0.000000e+00     0.000000e+00             0
## 25    0.000000e+00   0.000000e+00     0.000000e+00             0
## 26    0.000000e+00   0.000000e+00     0.000000e+00             0
## 27    0.000000e+00   0.000000e+00     0.000000e+00             0
## 28    0.000000e+00   0.000000e+00     0.000000e+00             0
## 29    0.000000e+00   0.000000e+00     0.000000e+00             0
## 30    0.000000e+00   0.000000e+00     0.000000e+00             0
## 31    0.000000e+00   0.000000e+00     0.000000e+00             0
## 32    0.000000e+00   0.000000e+00     0.000000e+00             0
## 33    0.000000e+00   0.000000e+00     0.000000e+00             0
## 34    0.000000e+00   0.000000e+00     0.000000e+00             0
## 35    0.000000e+00   0.000000e+00     6.500000e-03             0
## 36    0.000000e+00   0.000000e+00     0.000000e+00             0
## 37    0.000000e+00   0.000000e+00     0.000000e+00             0
## 38    0.000000e+00   0.000000e+00     0.000000e+00             0
## 39    0.000000e+00   0.000000e+00     0.000000e+00             0
## 40    0.000000e+00   0.000000e+00     0.000000e+00             0
## 41    0.000000e+00   0.000000e+00     0.000000e+00             0
## 42    0.000000e+00   0.000000e+00     0.000000e+00             0
## 43    0.000000e+00   0.000000e+00     0.000000e+00             0
## 44    0.000000e+00   0.000000e+00     0.000000e+00             0
## 45    0.000000e+00   0.000000e+00     0.000000e+00             0
## 46    0.000000e+00   0.000000e+00     0.000000e+00             0
## 47    0.000000e+00   0.000000e+00     0.000000e+00             0
## 48    0.000000e+00   0.000000e+00     0.000000e+00             0
## 49    0.000000e+00   0.000000e+00     0.000000e+00             0
## 50    0.000000e+00   0.000000e+00     0.000000e+00             0
## 51    0.000000e+00   0.000000e+00     0.000000e+00             0
## 52    0.000000e+00   0.000000e+00     0.000000e+00             0
## 53    0.000000e+00   0.000000e+00     0.000000e+00             0
## 54    0.000000e+00   0.000000e+00     0.000000e+00             0
## 55    0.000000e+00   0.000000e+00     0.000000e+00             0
## 56    0.000000e+00   0.000000e+00     0.000000e+00             0
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## 750   0.000000e+00   0.000000e+00     0.000000e+00             0
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## 946   0.000000e+00   0.000000e+00     0.000000e+00             0
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## 961   0.000000e+00   0.000000e+00     0.000000e+00             0
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## 963   0.000000e+00   0.000000e+00     0.000000e+00             0
## 964   0.000000e+00   0.000000e+00     0.000000e+00             0
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## 967   0.000000e+00   0.000000e+00     0.000000e+00             0
## 968   0.000000e+00   0.000000e+00     0.000000e+00             0
## 969   0.000000e+00   0.000000e+00     0.000000e+00             0
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## 971   0.000000e+00   0.000000e+00     0.000000e+00             0
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## 976   0.000000e+00   0.000000e+00     0.000000e+00             0
## 977   0.000000e+00   0.000000e+00     0.000000e+00             0
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## 980   0.000000e+00   0.000000e+00     0.000000e+00             0
## 981   0.000000e+00   0.000000e+00     0.000000e+00             0
## 982   0.000000e+00   0.000000e+00     0.000000e+00             0
## 983   0.000000e+00   0.000000e+00     0.000000e+00             0
## 984   0.000000e+00   0.000000e+00     0.000000e+00             0
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## 986   0.000000e+00   0.000000e+00     0.000000e+00             0
## 987   0.000000e+00   0.000000e+00     0.000000e+00             0
## 988   0.000000e+00   0.000000e+00     0.000000e+00             0
## 989   0.000000e+00   0.000000e+00     0.000000e+00             0
## 990   0.000000e+00   0.000000e+00     0.000000e+00             0
## 991   0.000000e+00   0.000000e+00     0.000000e+00             0
## 992   0.000000e+00   0.000000e+00     0.000000e+00             0
## 993   0.000000e+00   0.000000e+00     0.000000e+00             0
## 994   0.000000e+00   0.000000e+00     0.000000e+00             0
## 995   0.000000e+00   0.000000e+00     0.000000e+00             0
## 996   0.000000e+00   0.000000e+00     0.000000e+00             0
## 997   0.000000e+00   0.000000e+00     0.000000e+00             0
## 998   0.000000e+00   0.000000e+00     0.000000e+00             0
## 999   0.000000e+00   0.000000e+00     0.000000e+00             0
## 1000  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1001  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1002  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1003  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1004  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1005  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1006  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1007  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1008  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1009  0.000000e+00   0.000000e+00     0.000000e+00             0
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## 1018  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1019  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1020  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1021  5.000000e-02   0.000000e+00     0.000000e+00             0
## 1022  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1023  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1024  0.000000e+00   0.000000e+00     0.000000e+00             0
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## 1026  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1027  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1028  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1029  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1030  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1031  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1032  0.000000e+00   0.000000e+00     0.000000e+00             0
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## 1051  0.000000e+00   0.000000e+00     0.000000e+00             0
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## 1236  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1237  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1238  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1239  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1240  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1241  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1242  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1243  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1244  0.000000e+00   0.000000e+00    -6.064593e-17             0
## 1245  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1246  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1247  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1248  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1249  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1250  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1251  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1252  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1253  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1254  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1255  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1256  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1257  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1258  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1259  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1260  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1261  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1262  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1263  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1264  0.000000e+00   0.000000e+00     0.000000e+00             0
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## 1268  0.000000e+00   0.000000e+00     0.000000e+00             0
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## 1271  0.000000e+00   0.000000e+00     0.000000e+00             0
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## 1278  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1279  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1280  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1281  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1282  0.000000e+00   5.950000e-03     0.000000e+00             0
## 1283  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1284  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1285  0.000000e+00  -1.751377e-16     0.000000e+00             0
## 1286  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1287  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1288  0.000000e+00   6.200000e-03     0.000000e+00             0
## 1289  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1290  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1291  0.000000e+00   6.200000e-01     0.000000e+00             0
## 1292  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1293  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1294  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1295  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1296  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1297  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1298  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1299  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1300  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1301  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1302  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1303  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1304  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1305  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1306  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1307  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1308  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1309  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1310  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1311  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1312  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1313  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1314  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1315  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1316  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1317  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1318  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1319  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1320  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1321  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1322  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1323  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1324  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1325  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1326  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1327  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1328  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1329  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1330  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1331  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1332  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1333  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1334  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1335  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1336  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1337  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1338  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1339  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1340  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1341  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1342  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1343  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1344  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1345  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1346  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1347  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1348  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1349  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1350  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1351  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1352  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1353  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1354  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1355  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1356  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1357  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1358  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1359  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1360  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1361  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1362  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1363  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1364  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1365  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1366  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1367  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1368  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1369  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1370  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1371  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1372  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1373  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1374  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1375  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1376  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1377  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1378  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1379  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1380  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1381  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1382  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1383  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1384  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1385  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1386  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1387  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1388  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1389  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1390  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1391  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1392  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1393  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1394  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1395  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1396  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1397  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1398  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1399  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1400  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1401  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1402  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1403  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1404  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1405  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1406  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1407  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1408  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1409  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1410  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1411  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1412  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1413  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1414  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1415  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1416  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1417  0.000000e+00   1.700000e-01     0.000000e+00             0
## 1418  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1419  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1420  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1421  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1422  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1423  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1424  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1425  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1426  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1427  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1428  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1429  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1430  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1431  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1432  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1433  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1434  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1435  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1436  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1437  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1438  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1439  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1440  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1441  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1442  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1443  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1444  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1445  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1446  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1447  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1448  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1449  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1450  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1451  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1452  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1453  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1454  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1455  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1456  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1457  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1458  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1459  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1460  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1461  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1462  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1463  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1464  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1465  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1466  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1467  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1468  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1469  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1470  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1471  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1472  0.000000e+00   0.000000e+00     0.000000e+00             0
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## 1476  0.000000e+00   0.000000e+00     0.000000e+00             0
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## 1479  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1480  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1481  0.000000e+00   0.000000e+00     0.000000e+00             0
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## 1485  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1486  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1487  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1488  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1489  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1490  0.000000e+00   0.000000e+00     0.000000e+00             0
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## 1492  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1493  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1494  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1495  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1496  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1497  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1498  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1499  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1500  0.000000e+00   0.000000e+00     0.000000e+00             0
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## 1502  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1503  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1504  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1505  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1506  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1507  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1508  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1509  0.000000e+00   0.000000e+00     0.000000e+00             0
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## 1511  0.000000e+00   0.000000e+00     0.000000e+00             0
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## 1513  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1514  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1515  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1516  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1517  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1518  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1519  0.000000e+00   0.000000e+00     0.000000e+00             0
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## 1521  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1522  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1523  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1524  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1525  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1526  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1527  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1528  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1529  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1530  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1531  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1532  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1533  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1534  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1535  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1536  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1537  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1538  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1539  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1540  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1541  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1542  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1543  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1544  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1545  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1546  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1547  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1548  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1549  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1550  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1551  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1552  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1553  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1554  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1555  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1556  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1557  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1558  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1559  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1560  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1561  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1562  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1563  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1564  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1565  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1566  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1567  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1568  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1569  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1570  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1571  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1572  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1573  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1574  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1575  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1576  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1577  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1578  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1579  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1580  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1581  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1582  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1583  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1584  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1585  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1586  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1587  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1588  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1589  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1590  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1591  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1592  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1593  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1594  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1595  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1596  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1597  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1598  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1599  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1600  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1601  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1602  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1603  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1604  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1605  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1606  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1607  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1608  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1609  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1610  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1611  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1612  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1613  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1614  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1615  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1616  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1617  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1618  1.100000e-01   1.100000e-01     0.000000e+00             0
## 1619  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1620  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1621  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1622  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1623  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1624  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1625  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1626  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1627  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1628  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1629  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1630  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1631  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1632  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1633  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1634  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1635  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1636  1.200000e-01   1.200000e-01     0.000000e+00             0
## 1637  1.200000e-01   1.200000e-01     0.000000e+00             0
## 1638  1.200000e-01   1.200000e-01     0.000000e+00             0
## 1639  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1640  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1641  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1642  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1643  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1644  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1645  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1646  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1647  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1648  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1649  0.000000e+00   1.000000e-01     0.000000e+00             0
## 1650  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1651  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1652  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1653  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1654  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1655  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1656  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1657  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1658  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1659  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1660  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1661  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1662  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1663  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1664  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1665  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1666  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1667  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1668  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1669  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1670  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1671  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1672  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1673  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1674  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1675  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1676  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1677  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1678  4.700000e-01   0.000000e+00     0.000000e+00             0
## 1679  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1680  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1681  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1682  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1683  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1684  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1685  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1686  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1687  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1688  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1689  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1690  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1691  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1692  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1693  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1694  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1695  0.000000e+00   1.800000e-01     0.000000e+00             0
## 1696  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1697  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1698  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1699  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1700  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1701  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1702  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1703  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1704  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1705  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1706  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1707  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1708  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1709  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1710  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1711  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1712  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1713  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1714  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1715  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1716  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1717  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1718  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1719  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1720  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1721  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1722  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1723  0.000000e+00   0.000000e+00     0.000000e+00             0
## 1724  0.000000e+00   0.000000e+00     0.000000e+00             0
##      word_freq_data word_freq_415  word_freq_85 word_freq_technology
## 1      0.000000e+00             0  0.000000e+00         0.000000e+00
## 2      0.000000e+00             0  0.000000e+00         0.000000e+00
## 3      0.000000e+00             0  0.000000e+00         0.000000e+00
## 4      0.000000e+00             0  0.000000e+00         0.000000e+00
## 5      0.000000e+00             0  0.000000e+00         0.000000e+00
## 6      0.000000e+00             0  0.000000e+00         0.000000e+00
## 7      0.000000e+00             0  0.000000e+00         0.000000e+00
## 8      0.000000e+00             0  0.000000e+00         0.000000e+00
## 9      1.500000e-01             0  0.000000e+00         0.000000e+00
## 10     0.000000e+00             0  0.000000e+00         0.000000e+00
## 11     0.000000e+00             0  0.000000e+00         0.000000e+00
## 12     0.000000e+00             0  0.000000e+00         0.000000e+00
## 13     0.000000e+00             0  0.000000e+00         0.000000e+00
## 14     0.000000e+00             0  0.000000e+00         0.000000e+00
## 15     0.000000e+00             0  0.000000e+00         0.000000e+00
## 16     0.000000e+00             0  0.000000e+00         0.000000e+00
## 17     0.000000e+00             0  0.000000e+00         0.000000e+00
## 18     0.000000e+00             0  0.000000e+00         0.000000e+00
## 19     0.000000e+00             0  0.000000e+00         0.000000e+00
## 20     0.000000e+00             0  0.000000e+00         0.000000e+00
## 21     0.000000e+00             0  0.000000e+00         0.000000e+00
## 22     0.000000e+00             0  0.000000e+00         2.000000e-02
## 23     0.000000e+00             0  0.000000e+00         0.000000e+00
## 24     0.000000e+00             0  0.000000e+00         0.000000e+00
## 25     0.000000e+00             0  0.000000e+00         0.000000e+00
## 26     0.000000e+00             0  0.000000e+00         2.000000e-02
## 27     0.000000e+00             0  0.000000e+00         0.000000e+00
## 28     0.000000e+00             0  0.000000e+00         0.000000e+00
## 29     0.000000e+00             0  0.000000e+00         0.000000e+00
## 30     0.000000e+00             0  0.000000e+00         0.000000e+00
## 31     0.000000e+00             0  0.000000e+00         0.000000e+00
## 32     0.000000e+00             0  0.000000e+00         0.000000e+00
## 33     0.000000e+00             0  0.000000e+00         0.000000e+00
## 34     0.000000e+00             0  0.000000e+00         0.000000e+00
## 35     0.000000e+00             0  1.270417e-01         0.000000e+00
## 36     0.000000e+00             0  0.000000e+00         0.000000e+00
## 37     0.000000e+00             0  0.000000e+00         0.000000e+00
## 38     0.000000e+00             0  0.000000e+00         0.000000e+00
## 39     0.000000e+00             0  0.000000e+00         0.000000e+00
## 40     0.000000e+00             0  0.000000e+00         0.000000e+00
## 41     0.000000e+00             0  0.000000e+00         0.000000e+00
## 42     0.000000e+00             0  0.000000e+00         0.000000e+00
## 43     0.000000e+00             0  0.000000e+00         0.000000e+00
## 44     0.000000e+00             0  0.000000e+00         0.000000e+00
## 45     0.000000e+00             0  0.000000e+00         0.000000e+00
## 46     0.000000e+00             0  0.000000e+00         0.000000e+00
## 47     0.000000e+00             0  0.000000e+00         0.000000e+00
## 48     0.000000e+00             0  0.000000e+00         0.000000e+00
## 49     0.000000e+00             0  0.000000e+00         0.000000e+00
## 50     0.000000e+00             0  0.000000e+00         0.000000e+00
## 51     0.000000e+00             0  0.000000e+00         0.000000e+00
## 52     0.000000e+00             0  0.000000e+00         0.000000e+00
## 53     0.000000e+00             0  0.000000e+00         0.000000e+00
## 54     0.000000e+00             0  0.000000e+00         0.000000e+00
## 55     0.000000e+00             0  0.000000e+00         0.000000e+00
## 56     0.000000e+00             0  0.000000e+00         0.000000e+00
## 57     0.000000e+00             0  0.000000e+00         0.000000e+00
## 58     0.000000e+00             0  0.000000e+00         0.000000e+00
## 59     0.000000e+00             0  0.000000e+00         0.000000e+00
## 60     0.000000e+00             0  0.000000e+00         0.000000e+00
## 61     0.000000e+00             0  0.000000e+00         0.000000e+00
## 62     0.000000e+00             0  0.000000e+00         0.000000e+00
## 63     0.000000e+00             0  0.000000e+00         0.000000e+00
## 64     3.400000e-01             0  0.000000e+00         0.000000e+00
## 65     1.200000e-01             0  0.000000e+00         0.000000e+00
## 66     0.000000e+00             0  0.000000e+00         0.000000e+00
## 67     0.000000e+00             0  0.000000e+00         0.000000e+00
## 68     0.000000e+00             0  0.000000e+00         0.000000e+00
## 69     0.000000e+00             0  0.000000e+00         0.000000e+00
## 70     0.000000e+00             0  0.000000e+00         0.000000e+00
## 71     0.000000e+00             0  0.000000e+00         0.000000e+00
## 72     0.000000e+00             0  0.000000e+00         0.000000e+00
## 73     0.000000e+00             0  0.000000e+00         0.000000e+00
## 74     0.000000e+00             0  0.000000e+00         0.000000e+00
## 75     0.000000e+00             0  0.000000e+00         0.000000e+00
## 76     0.000000e+00             0  0.000000e+00         0.000000e+00
## 77     2.700000e-03             0  0.000000e+00         0.000000e+00
## 78     0.000000e+00             0  0.000000e+00         0.000000e+00
## 79     0.000000e+00             0  0.000000e+00         0.000000e+00
## 80     0.000000e+00             0  0.000000e+00         0.000000e+00
## 81     0.000000e+00             0  0.000000e+00         0.000000e+00
## 82     0.000000e+00             0  0.000000e+00         2.300000e-01
## 83     0.000000e+00             0  0.000000e+00         0.000000e+00
## 84     0.000000e+00             0  0.000000e+00         0.000000e+00
## 85     0.000000e+00             0  0.000000e+00         0.000000e+00
## 86     0.000000e+00             0  0.000000e+00         0.000000e+00
## 87     0.000000e+00             0  0.000000e+00         0.000000e+00
## 88     0.000000e+00             0  0.000000e+00         0.000000e+00
## 89     0.000000e+00             0  0.000000e+00         0.000000e+00
## 90     0.000000e+00             0  0.000000e+00         0.000000e+00
## 91     0.000000e+00             0  0.000000e+00         0.000000e+00
## 92     0.000000e+00             0  0.000000e+00         0.000000e+00
## 93     0.000000e+00             0  3.000000e-02         0.000000e+00
## 94     0.000000e+00             0  3.000000e-02         0.000000e+00
## 95     0.000000e+00             0  0.000000e+00         0.000000e+00
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## 986    0.000000e+00             0  0.000000e+00         0.000000e+00
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## 989    0.000000e+00             0  0.000000e+00         0.000000e+00
## 990    0.000000e+00             0  0.000000e+00         0.000000e+00
## 991    0.000000e+00             0  0.000000e+00         0.000000e+00
## 992    0.000000e+00             0  0.000000e+00         0.000000e+00
## 993    0.000000e+00             0  0.000000e+00         0.000000e+00
## 994    0.000000e+00             0  0.000000e+00         0.000000e+00
## 995    0.000000e+00             0  0.000000e+00         4.100000e-01
## 996    0.000000e+00             0  0.000000e+00         0.000000e+00
## 997    0.000000e+00             0  0.000000e+00         0.000000e+00
## 998    0.000000e+00             0  0.000000e+00         0.000000e+00
## 999    0.000000e+00             0  0.000000e+00         0.000000e+00
## 1000   0.000000e+00             0  0.000000e+00         0.000000e+00
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## 1023   0.000000e+00             0  0.000000e+00         0.000000e+00
## 1024   0.000000e+00             0  0.000000e+00         0.000000e+00
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## 1030   0.000000e+00             0  0.000000e+00         0.000000e+00
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## 1080   0.000000e+00             0  0.000000e+00         0.000000e+00
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## 1083   0.000000e+00             0  5.800000e-01         0.000000e+00
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## 1171   0.000000e+00             0  0.000000e+00         0.000000e+00
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## 1178   0.000000e+00             0  0.000000e+00         0.000000e+00
## 1179   0.000000e+00             0  0.000000e+00         0.000000e+00
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## 1189   0.000000e+00             0  0.000000e+00         0.000000e+00
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## 1191   0.000000e+00             0  0.000000e+00         0.000000e+00
## 1192   0.000000e+00             0  0.000000e+00         0.000000e+00
## 1193   0.000000e+00             0  0.000000e+00         0.000000e+00
## 1194   0.000000e+00             0  0.000000e+00         0.000000e+00
## 1195   0.000000e+00             0  0.000000e+00         0.000000e+00
## 1196   0.000000e+00             0  0.000000e+00         0.000000e+00
## 1197   0.000000e+00             0  0.000000e+00         0.000000e+00
## 1198   0.000000e+00             0  0.000000e+00         0.000000e+00
## 1199   0.000000e+00             0  0.000000e+00         0.000000e+00
## 1200   0.000000e+00             0  0.000000e+00         0.000000e+00
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## 1203   0.000000e+00             0  0.000000e+00         0.000000e+00
## 1204   0.000000e+00             0  0.000000e+00         0.000000e+00
## 1205   0.000000e+00             0  0.000000e+00         0.000000e+00
## 1206   0.000000e+00             0  0.000000e+00         0.000000e+00
## 1207   0.000000e+00             0  0.000000e+00         0.000000e+00
## 1208   0.000000e+00             0  0.000000e+00         0.000000e+00
## 1209   0.000000e+00             0  0.000000e+00         0.000000e+00
## 1210   0.000000e+00             0  0.000000e+00         0.000000e+00
## 1211   0.000000e+00             0  2.300000e-01         0.000000e+00
## 1212   0.000000e+00             0  0.000000e+00         0.000000e+00
## 1213   0.000000e+00             0  0.000000e+00         0.000000e+00
## 1214   0.000000e+00             0  0.000000e+00         0.000000e+00
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## 1248   1.080000e-02             0  0.000000e+00         0.000000e+00
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## 1558   0.000000e+00             0  0.000000e+00         0.000000e+00
## 1559   2.600000e-01             0  0.000000e+00         2.600000e-01
## 1560   0.000000e+00             0  0.000000e+00         0.000000e+00
## 1561   0.000000e+00             0  0.000000e+00         0.000000e+00
## 1562   0.000000e+00             0  0.000000e+00         0.000000e+00
## 1563   0.000000e+00             0  0.000000e+00         0.000000e+00
## 1564   0.000000e+00             0  0.000000e+00         0.000000e+00
## 1565   0.000000e+00             0  0.000000e+00         0.000000e+00
## 1566   0.000000e+00             0  0.000000e+00         0.000000e+00
## 1567   0.000000e+00             0  0.000000e+00         0.000000e+00
## 1568   0.000000e+00             0  0.000000e+00         0.000000e+00
## 1569   0.000000e+00             0  0.000000e+00         0.000000e+00
## 1570   0.000000e+00             0  0.000000e+00         0.000000e+00
## 1571   0.000000e+00             0  0.000000e+00         0.000000e+00
## 1572   0.000000e+00             0  0.000000e+00         0.000000e+00
## 1573   0.000000e+00             0  0.000000e+00         0.000000e+00
## 1574   0.000000e+00             0  0.000000e+00         2.000000e-01
## 1575   0.000000e+00             0  0.000000e+00         0.000000e+00
## 1576   0.000000e+00             0  0.000000e+00         0.000000e+00
## 1577   0.000000e+00             0  1.900000e-01         0.000000e+00
## 1578   0.000000e+00             0  0.000000e+00         2.700000e-01
## 1579   0.000000e+00             0  0.000000e+00         0.000000e+00
## 1580   0.000000e+00             0  0.000000e+00         0.000000e+00
## 1581   0.000000e+00             0  0.000000e+00         0.000000e+00
## 1582   0.000000e+00             0  0.000000e+00         0.000000e+00
## 1583   0.000000e+00             0  0.000000e+00         0.000000e+00
## 1584   0.000000e+00             0  0.000000e+00         0.000000e+00
## 1585   0.000000e+00             0  0.000000e+00         5.826000e-02
## 1586   0.000000e+00             0  0.000000e+00         0.000000e+00
## 1587   0.000000e+00             0  0.000000e+00         0.000000e+00
## 1588   0.000000e+00             0  0.000000e+00         0.000000e+00
## 1589   0.000000e+00             0  0.000000e+00         0.000000e+00
## 1590   0.000000e+00             0  0.000000e+00         0.000000e+00
## 1591   0.000000e+00             0  0.000000e+00         0.000000e+00
## 1592   0.000000e+00             0  0.000000e+00         0.000000e+00
## 1593   0.000000e+00             0  1.900000e-01         0.000000e+00
## 1594   0.000000e+00             0  0.000000e+00         0.000000e+00
## 1595   0.000000e+00             0  0.000000e+00         0.000000e+00
## 1596   0.000000e+00             0  0.000000e+00         0.000000e+00
## 1597   0.000000e+00             0  0.000000e+00         0.000000e+00
## 1598   0.000000e+00             0  0.000000e+00         0.000000e+00
## 1599   0.000000e+00             0  0.000000e+00         0.000000e+00
## 1600   0.000000e+00             0  0.000000e+00         4.200000e-01
## 1601   0.000000e+00             0  0.000000e+00         0.000000e+00
## 1602   0.000000e+00             0  0.000000e+00         0.000000e+00
## 1603   0.000000e+00             0  0.000000e+00         0.000000e+00
## 1604   0.000000e+00             0  0.000000e+00         0.000000e+00
## 1605   0.000000e+00             0  1.900000e-01         0.000000e+00
## 1606   0.000000e+00             0  0.000000e+00         0.000000e+00
## 1607   0.000000e+00             0  0.000000e+00         0.000000e+00
## 1608   0.000000e+00             0  1.900000e-01         0.000000e+00
## 1609   0.000000e+00             0  0.000000e+00         0.000000e+00
## 1610   0.000000e+00             0  0.000000e+00         0.000000e+00
## 1611   0.000000e+00             0  0.000000e+00         0.000000e+00
## 1612   0.000000e+00             0  1.900000e-01         0.000000e+00
## 1613   0.000000e+00             0  0.000000e+00         0.000000e+00
## 1614   0.000000e+00             0  0.000000e+00         0.000000e+00
## 1615   0.000000e+00             0  0.000000e+00         0.000000e+00
## 1616   0.000000e+00             0  0.000000e+00         0.000000e+00
## 1617   0.000000e+00             0  0.000000e+00         0.000000e+00
## 1618   0.000000e+00             0  0.000000e+00         5.800000e-01
## 1619   0.000000e+00             0  0.000000e+00         0.000000e+00
## 1620   0.000000e+00             0  1.900000e-01         0.000000e+00
## 1621   0.000000e+00             0  0.000000e+00         8.000000e-02
## 1622   0.000000e+00             0  0.000000e+00         0.000000e+00
## 1623   0.000000e+00             0  0.000000e+00         0.000000e+00
## 1624   0.000000e+00             0  0.000000e+00         0.000000e+00
## 1625   0.000000e+00             0  0.000000e+00         0.000000e+00
## 1626   0.000000e+00             0  0.000000e+00         0.000000e+00
## 1627   0.000000e+00             0  0.000000e+00         1.300000e-01
## 1628   0.000000e+00             0  0.000000e+00         0.000000e+00
## 1629   0.000000e+00             0  0.000000e+00         0.000000e+00
## 1630   0.000000e+00             0  0.000000e+00         0.000000e+00
## 1631   0.000000e+00             0  0.000000e+00         0.000000e+00
## 1632   0.000000e+00             0  0.000000e+00         0.000000e+00
## 1633   0.000000e+00             0  0.000000e+00         0.000000e+00
## 1634   0.000000e+00             0  0.000000e+00         0.000000e+00
## 1635   0.000000e+00             0  0.000000e+00         0.000000e+00
## 1636   0.000000e+00             0  0.000000e+00         6.400000e-01
## 1637   0.000000e+00             0  0.000000e+00         6.200000e-01
## 1638   0.000000e+00             0  0.000000e+00         6.000000e-01
## 1639   0.000000e+00             0  9.000000e-02         0.000000e+00
## 1640   0.000000e+00             0  0.000000e+00         0.000000e+00
## 1641   0.000000e+00             0  0.000000e+00         0.000000e+00
## 1642   0.000000e+00             0  0.000000e+00         0.000000e+00
## 1643   0.000000e+00             0  0.000000e+00         0.000000e+00
## 1644   0.000000e+00             0  0.000000e+00         0.000000e+00
## 1645   0.000000e+00             0  0.000000e+00         0.000000e+00
## 1646   0.000000e+00             0  0.000000e+00         0.000000e+00
## 1647   0.000000e+00             0  0.000000e+00         0.000000e+00
## 1648   0.000000e+00             0  0.000000e+00         0.000000e+00
## 1649   0.000000e+00             0  0.000000e+00         6.300000e-01
## 1650   0.000000e+00             0  0.000000e+00         0.000000e+00
## 1651   0.000000e+00             0  0.000000e+00         0.000000e+00
## 1652   0.000000e+00             0  0.000000e+00         8.000000e-02
## 1653   0.000000e+00             0  0.000000e+00         0.000000e+00
## 1654   0.000000e+00             0  0.000000e+00         0.000000e+00
## 1655   1.900000e-01             0  0.000000e+00         0.000000e+00
## 1656   0.000000e+00             0  0.000000e+00         0.000000e+00
## 1657   0.000000e+00             0  0.000000e+00         0.000000e+00
## 1658   0.000000e+00             0  0.000000e+00         0.000000e+00
## 1659   0.000000e+00             0  0.000000e+00         0.000000e+00
## 1660   0.000000e+00             0  0.000000e+00         0.000000e+00
## 1661   0.000000e+00             0  0.000000e+00         0.000000e+00
## 1662   0.000000e+00             0  0.000000e+00         0.000000e+00
## 1663   0.000000e+00             0  0.000000e+00         0.000000e+00
## 1664   0.000000e+00             0  0.000000e+00         4.200000e-01
## 1665   0.000000e+00             0  0.000000e+00         0.000000e+00
## 1666   0.000000e+00             0  0.000000e+00         0.000000e+00
## 1667   0.000000e+00             0  0.000000e+00         0.000000e+00
## 1668   0.000000e+00             0  0.000000e+00         0.000000e+00
## 1669   0.000000e+00             0  0.000000e+00         5.300000e-01
## 1670   0.000000e+00             0  0.000000e+00         0.000000e+00
## 1671   0.000000e+00             0  0.000000e+00         0.000000e+00
## 1672   0.000000e+00             0  0.000000e+00         0.000000e+00
## 1673   0.000000e+00             0  0.000000e+00         0.000000e+00
## 1674   2.000000e-02             0  0.000000e+00         0.000000e+00
## 1675   0.000000e+00             0  0.000000e+00         0.000000e+00
## 1676   0.000000e+00             0  0.000000e+00         0.000000e+00
## 1677   0.000000e+00             0  0.000000e+00         0.000000e+00
## 1678   0.000000e+00             0  0.000000e+00         0.000000e+00
## 1679   0.000000e+00             0  0.000000e+00         0.000000e+00
## 1680   0.000000e+00             0  0.000000e+00         2.200000e-01
## 1681   0.000000e+00             0  0.000000e+00         0.000000e+00
## 1682   0.000000e+00             0  0.000000e+00         0.000000e+00
## 1683   8.000000e-02             0  0.000000e+00         8.000000e-02
## 1684   0.000000e+00             0  0.000000e+00         0.000000e+00
## 1685   8.000000e-02             0  0.000000e+00         8.000000e-02
## 1686   0.000000e+00             0  0.000000e+00         0.000000e+00
## 1687   0.000000e+00             0  0.000000e+00         0.000000e+00
## 1688   0.000000e+00             0  0.000000e+00         0.000000e+00
## 1689   0.000000e+00             0  0.000000e+00         0.000000e+00
## 1690   0.000000e+00             0  0.000000e+00         0.000000e+00
## 1691   0.000000e+00             0  0.000000e+00         1.479056e-01
## 1692   0.000000e+00             0  0.000000e+00         0.000000e+00
## 1693   0.000000e+00             0  0.000000e+00         0.000000e+00
## 1694   0.000000e+00             0  0.000000e+00         0.000000e+00
## 1695   3.700000e-01             0  0.000000e+00         5.200000e-02
## 1696   0.000000e+00             0  0.000000e+00         0.000000e+00
## 1697   0.000000e+00             0  0.000000e+00         0.000000e+00
## 1698   0.000000e+00             0  0.000000e+00         0.000000e+00
## 1699   0.000000e+00             0  0.000000e+00         0.000000e+00
## 1700   0.000000e+00             0  0.000000e+00         0.000000e+00
## 1701   0.000000e+00             0  0.000000e+00         0.000000e+00
## 1702   0.000000e+00             0  0.000000e+00         0.000000e+00
## 1703   8.000000e-02             0  0.000000e+00         0.000000e+00
## 1704   0.000000e+00             0  0.000000e+00         0.000000e+00
## 1705   0.000000e+00             0  0.000000e+00         0.000000e+00
## 1706   0.000000e+00             0  0.000000e+00         0.000000e+00
## 1707   0.000000e+00             0  0.000000e+00         0.000000e+00
## 1708   0.000000e+00             0  0.000000e+00         0.000000e+00
## 1709   8.000000e-02             0  0.000000e+00         0.000000e+00
## 1710   0.000000e+00             0  0.000000e+00         7.800000e-03
## 1711   3.200000e-01             0  0.000000e+00         0.000000e+00
## 1712   0.000000e+00             0  0.000000e+00         0.000000e+00
## 1713   0.000000e+00             0  0.000000e+00         0.000000e+00
## 1714   0.000000e+00             0  0.000000e+00         0.000000e+00
## 1715   0.000000e+00             0  0.000000e+00         2.400000e-01
## 1716   0.000000e+00             0  0.000000e+00         0.000000e+00
## 1717   0.000000e+00             0  0.000000e+00         0.000000e+00
## 1718   0.000000e+00             0  0.000000e+00         0.000000e+00
## 1719   8.000000e-02             0  0.000000e+00         0.000000e+00
## 1720   0.000000e+00             0  0.000000e+00         0.000000e+00
## 1721   0.000000e+00             0  0.000000e+00         0.000000e+00
## 1722   0.000000e+00             0  0.000000e+00         0.000000e+00
## 1723   0.000000e+00             0  0.000000e+00         2.400000e-01
## 1724   0.000000e+00             0  0.000000e+00         5.400000e-01
##      word_freq_1999 word_freq_parts  word_freq_pm word_freq_direct
## 1      0.000000e+00               0  0.000000e+00     0.000000e+00
## 2      7.000000e-02               0  0.000000e+00     0.000000e+00
## 3      0.000000e+00               0  0.000000e+00     6.000000e-02
## 4      0.000000e+00               0  0.000000e+00     0.000000e+00
## 5      0.000000e+00               0  0.000000e+00     0.000000e+00
## 6      0.000000e+00               0  0.000000e+00     0.000000e+00
## 7      0.000000e+00               0  0.000000e+00     0.000000e+00
## 8      0.000000e+00               0  0.000000e+00     0.000000e+00
## 9      0.000000e+00               0  0.000000e+00     0.000000e+00
## 10     0.000000e+00               0  0.000000e+00     0.000000e+00
## 11     0.000000e+00               0  0.000000e+00     2.200000e-03
## 12     0.000000e+00               0  0.000000e+00     0.000000e+00
## 13     0.000000e+00               0  0.000000e+00     0.000000e+00
## 14     0.000000e+00               0  0.000000e+00     0.000000e+00
## 15     0.000000e+00               0  0.000000e+00     0.000000e+00
## 16     5.300000e-03               0  0.000000e+00     3.000000e-03
## 17     0.000000e+00               0  0.000000e+00     0.000000e+00
## 18     0.000000e+00               0  0.000000e+00     0.000000e+00
## 19     0.000000e+00               0  0.000000e+00     0.000000e+00
## 20     0.000000e+00               0  0.000000e+00     8.500000e-03
## 21     0.000000e+00               0  0.000000e+00     0.000000e+00
## 22     1.000000e-01               0  0.000000e+00     0.000000e+00
## 23     0.000000e+00               0  0.000000e+00     0.000000e+00
## 24     0.000000e+00               0  0.000000e+00     0.000000e+00
## 25     0.000000e+00               0  0.000000e+00     0.000000e+00
## 26     1.000000e-01               0  0.000000e+00     0.000000e+00
## 27     0.000000e+00               0  0.000000e+00     0.000000e+00
## 28     0.000000e+00               0  0.000000e+00     0.000000e+00
## 29     0.000000e+00               0  0.000000e+00     0.000000e+00
## 30     0.000000e+00               0  0.000000e+00     0.000000e+00
## 31     0.000000e+00               0  0.000000e+00     0.000000e+00
## 32     0.000000e+00               0  0.000000e+00     0.000000e+00
## 33     0.000000e+00               0  0.000000e+00     0.000000e+00
## 34     0.000000e+00               0  0.000000e+00     0.000000e+00
## 35     5.220000e-02               0  0.000000e+00     0.000000e+00
## 36     0.000000e+00               0  0.000000e+00     0.000000e+00
## 37     0.000000e+00               0  0.000000e+00     0.000000e+00
## 38     0.000000e+00               0  0.000000e+00     0.000000e+00
## 39     0.000000e+00               0  0.000000e+00     0.000000e+00
## 40     0.000000e+00               0  0.000000e+00     0.000000e+00
## 41     3.000000e-01               0  0.000000e+00     0.000000e+00
## 42     0.000000e+00               0  0.000000e+00     0.000000e+00
## 43     0.000000e+00               0  0.000000e+00     0.000000e+00
## 44     0.000000e+00               0  0.000000e+00     0.000000e+00
## 45     0.000000e+00               0  0.000000e+00     0.000000e+00
## 46     0.000000e+00               0  0.000000e+00     0.000000e+00
## 47     0.000000e+00               0  0.000000e+00     0.000000e+00
## 48     0.000000e+00               0  0.000000e+00     0.000000e+00
## 49     0.000000e+00               0  0.000000e+00     0.000000e+00
## 50     0.000000e+00               0  0.000000e+00     0.000000e+00
## 51     0.000000e+00               0  0.000000e+00     0.000000e+00
## 52     0.000000e+00               0  0.000000e+00     0.000000e+00
## 53     0.000000e+00               0  0.000000e+00     0.000000e+00
## 54     0.000000e+00               0  0.000000e+00     0.000000e+00
## 55     0.000000e+00               0  0.000000e+00     0.000000e+00
## 56     0.000000e+00               0  0.000000e+00     0.000000e+00
## 57     0.000000e+00               0  0.000000e+00     0.000000e+00
## 58     0.000000e+00               0  0.000000e+00     0.000000e+00
## 59     0.000000e+00               0  0.000000e+00     0.000000e+00
## 60     0.000000e+00               0  0.000000e+00     0.000000e+00
## 61     0.000000e+00               0  0.000000e+00     0.000000e+00
## 62     0.000000e+00               0  0.000000e+00     0.000000e+00
## 63     0.000000e+00               0  0.000000e+00     0.000000e+00
## 64     0.000000e+00               0  0.000000e+00     0.000000e+00
## 65     1.200000e-01               0  0.000000e+00     1.200000e-01
## 66     0.000000e+00               0  0.000000e+00     0.000000e+00
## 67     5.600000e-03               0  0.000000e+00    -1.144917e-18
## 68     0.000000e+00               0  0.000000e+00     0.000000e+00
## 69     0.000000e+00               0  0.000000e+00     0.000000e+00
## 70    -8.805456e-17               0  0.000000e+00     0.000000e+00
## 71     0.000000e+00               0  0.000000e+00     0.000000e+00
## 72     0.000000e+00               0  0.000000e+00     0.000000e+00
## 73     0.000000e+00               0  0.000000e+00     0.000000e+00
## 74     0.000000e+00               0  0.000000e+00     6.500000e-03
## 75     0.000000e+00               0  0.000000e+00     0.000000e+00
## 76     0.000000e+00               0  0.000000e+00     0.000000e+00
## 77     0.000000e+00               0  0.000000e+00     0.000000e+00
## 78     1.200000e-01               0  0.000000e+00     1.200000e-01
## 79     0.000000e+00               0  0.000000e+00     0.000000e+00
## 80     0.000000e+00               0  0.000000e+00     0.000000e+00
## 81     0.000000e+00               0  0.000000e+00     0.000000e+00
## 82     2.300000e-01               0  0.000000e+00     0.000000e+00
## 83     0.000000e+00               0  0.000000e+00     0.000000e+00
## 84     0.000000e+00               0  0.000000e+00     0.000000e+00
## 85     0.000000e+00               0  0.000000e+00     0.000000e+00
## 86     4.300000e-03               0  0.000000e+00     5.700000e-03
## 87     0.000000e+00               0  0.000000e+00     0.000000e+00
## 88     0.000000e+00               0  0.000000e+00     0.000000e+00
## 89     0.000000e+00               0  0.000000e+00     0.000000e+00
## 90     0.000000e+00               0  0.000000e+00     0.000000e+00
## 91     0.000000e+00               0  0.000000e+00     0.000000e+00
## 92     0.000000e+00               0  0.000000e+00     0.000000e+00
## 93     0.000000e+00               0  0.000000e+00     0.000000e+00
## 94     0.000000e+00               0  0.000000e+00     0.000000e+00
## 95     0.000000e+00               0  0.000000e+00     2.100000e-02
## 96     0.000000e+00               0  0.000000e+00     0.000000e+00
## 97     0.000000e+00               0  0.000000e+00     0.000000e+00
## 98     0.000000e+00               0  0.000000e+00     0.000000e+00
## 99     0.000000e+00               0  0.000000e+00     0.000000e+00
## 100    0.000000e+00               0  0.000000e+00     0.000000e+00
## 101    0.000000e+00               0  0.000000e+00     0.000000e+00
## 102    6.400000e-01               0  0.000000e+00     0.000000e+00
## 103    2.510000e-02               0  0.000000e+00     0.000000e+00
## 104    6.400000e-01               0  0.000000e+00     0.000000e+00
## 105    2.510000e-02               0  0.000000e+00     0.000000e+00
## 106    6.400000e-01               0  0.000000e+00     0.000000e+00
## 107    2.510000e-02               0  0.000000e+00     0.000000e+00
## 108    7.900000e-01               0  0.000000e+00     0.000000e+00
## 109    2.510000e-02               0  0.000000e+00     0.000000e+00
## 110    0.000000e+00               0  0.000000e+00     0.000000e+00
## 111    0.000000e+00               0  0.000000e+00     0.000000e+00
## 112    0.000000e+00               0  0.000000e+00     0.000000e+00
## 113    0.000000e+00               0  0.000000e+00     0.000000e+00
## 114    0.000000e+00               0  0.000000e+00     0.000000e+00
## 115    0.000000e+00               0  0.000000e+00     0.000000e+00
## 116    0.000000e+00               0  0.000000e+00     0.000000e+00
## 117    0.000000e+00               0  0.000000e+00     0.000000e+00
## 118    0.000000e+00               0  0.000000e+00     0.000000e+00
## 119    0.000000e+00               0  0.000000e+00     0.000000e+00
## 120    0.000000e+00               0  0.000000e+00     0.000000e+00
## 121    0.000000e+00               0  0.000000e+00     0.000000e+00
## 122    0.000000e+00               0  0.000000e+00     0.000000e+00
## 123    0.000000e+00               0  0.000000e+00     0.000000e+00
## 124    0.000000e+00               0  0.000000e+00     0.000000e+00
## 125    0.000000e+00               0  0.000000e+00     0.000000e+00
## 126    0.000000e+00               0  0.000000e+00     1.600000e-01
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## 1013   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1014   4.416000e-02               0  0.000000e+00     0.000000e+00
## 1015   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1016   2.266000e-02               0  0.000000e+00     0.000000e+00
## 1017   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1018   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1019   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1020   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1021   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1022   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1023   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1024   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1025   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1026   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1027   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1028   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1029   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1030   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1031   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1032   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1033   0.000000e+00               0  0.000000e+00     8.000000e-02
## 1034   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1035   0.000000e+00               0  2.700000e-01     0.000000e+00
## 1036   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1037   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1038   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1039   5.400000e-01               0  0.000000e+00     0.000000e+00
## 1040   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1041   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1042   6.800000e-01               0  0.000000e+00     0.000000e+00
## 1043   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1044   9.000000e-02               0  0.000000e+00     0.000000e+00
## 1045   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1046   1.027705e-01               0  0.000000e+00     0.000000e+00
## 1047   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1048   0.000000e+00               0  1.000000e-01     0.000000e+00
## 1049   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1050   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1051   4.360000e-02               0  0.000000e+00     0.000000e+00
## 1052   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1053   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1054   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1055   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1056   2.587000e-01               0  0.000000e+00     0.000000e+00
## 1057   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1058   8.000000e-02               0  0.000000e+00     0.000000e+00
## 1059   0.000000e+00               0  1.000000e-01     0.000000e+00
## 1060   2.200000e-01               0  0.000000e+00     0.000000e+00
## 1061   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1062   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1063   0.000000e+00               0  0.000000e+00     0.000000e+00
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## 1065   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1066   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1067   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1068   8.100000e-01               0  0.000000e+00     0.000000e+00
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## 1070   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1071   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1072   0.000000e+00               0  0.000000e+00     0.000000e+00
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## 1078   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1079   4.533333e-02               0  0.000000e+00     0.000000e+00
## 1080   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1081   0.000000e+00               0  0.000000e+00     1.400000e-01
## 1082   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1083   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1084   1.400000e-01               0  0.000000e+00     0.000000e+00
## 1085   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1086   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1087   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1088   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1089   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1090   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1091   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1092   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1093   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1094   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1095   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1096   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1097   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1098   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1099   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1100   0.000000e+00               0  0.000000e+00     4.295000e-02
## 1101   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1102   0.000000e+00               0  0.000000e+00     3.400000e-03
## 1103   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1104   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1105   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1106   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1107   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1108   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1109   0.000000e+00               0  0.000000e+00     0.000000e+00
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## 1116   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1117   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1118   0.000000e+00               0  0.000000e+00    -2.550044e-18
## 1119   0.000000e+00               0  0.000000e+00     0.000000e+00
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## 1123   0.000000e+00               0  0.000000e+00     0.000000e+00
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## 1128   0.000000e+00               0  0.000000e+00     0.000000e+00
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## 1130   0.000000e+00               0  0.000000e+00     2.400000e-01
## 1131   0.000000e+00               0  0.000000e+00     0.000000e+00
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## 1138   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1139   2.600000e-01               0  1.700000e-02     0.000000e+00
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## 1168   3.700000e-01               0  0.000000e+00     0.000000e+00
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## 1178   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1179   3.910000e-02               0  0.000000e+00     0.000000e+00
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## 1186   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1187  -8.597290e-17               0  0.000000e+00     0.000000e+00
## 1188   4.300000e-03               0  0.000000e+00    -1.578598e-18
## 1189   0.000000e+00               0  0.000000e+00     0.000000e+00
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## 1194   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1195   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1196   0.000000e+00               0  0.000000e+00     2.400000e-01
## 1197   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1198   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1199   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1200   0.000000e+00               0  0.000000e+00     0.000000e+00
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## 1203   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1204  -8.736067e-17               0  0.000000e+00     0.000000e+00
## 1205   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1206   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1207   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1208   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1209   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1210   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1211   2.300000e-01               0  0.000000e+00     0.000000e+00
## 1212   4.200000e-01               0  0.000000e+00     0.000000e+00
## 1213   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1214   0.000000e+00               0  0.000000e+00     0.000000e+00
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## 1216   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1217   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1218   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1219   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1220   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1221   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1222   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1223   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1224   7.600000e-01               0  0.000000e+00     0.000000e+00
## 1225   0.000000e+00               0  2.000000e-01     0.000000e+00
## 1226   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1227   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1228   0.000000e+00               0  0.000000e+00     0.000000e+00
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## 1230   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1231   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1232   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1233   1.700000e-01               0  0.000000e+00     0.000000e+00
## 1234   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1235   8.800000e-01               0  0.000000e+00     0.000000e+00
## 1236   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1237   0.000000e+00               0  9.000000e-02     9.000000e-02
## 1238   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1239   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1240   0.000000e+00               0  0.000000e+00     0.000000e+00
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## 1245   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1246   0.000000e+00               0  0.000000e+00     0.000000e+00
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## 1248   0.000000e+00               0  0.000000e+00     0.000000e+00
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## 1286   0.000000e+00               0  0.000000e+00     0.000000e+00
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## 1289   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1290   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1291   0.000000e+00               0  0.000000e+00     0.000000e+00
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## 1293   0.000000e+00               0  0.000000e+00     0.000000e+00
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## 1298   0.000000e+00               0  0.000000e+00     0.000000e+00
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## 1398   0.000000e+00               0  0.000000e+00     0.000000e+00
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## 1409   0.000000e+00               0  0.000000e+00     0.000000e+00
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## 1439   4.700000e-01               0  0.000000e+00     0.000000e+00
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## 1507   0.000000e+00               0  0.000000e+00     0.000000e+00
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## 1516   0.000000e+00               0  0.000000e+00     0.000000e+00
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## 1587   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1588   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1589   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1590   0.000000e+00               0  0.000000e+00     8.000000e-02
## 1591   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1592   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1593   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1594   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1595   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1596   0.000000e+00               0  0.000000e+00     4.000000e-02
## 1597   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1598   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1599   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1600   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1601   0.000000e+00               0  0.000000e+00     4.000000e-02
## 1602   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1603   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1604   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1605   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1606   0.000000e+00               0  0.000000e+00     3.000000e-02
## 1607   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1608   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1609   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1610   0.000000e+00               0  0.000000e+00     1.700000e-01
## 1611   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1612   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1613   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1614   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1615   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1616   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1617   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1618   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1619   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1620   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1621   0.000000e+00               0  0.000000e+00     8.000000e-02
## 1622   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1623   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1624   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1625   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1626   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1627   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1628   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1629   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1630   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1631   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1632   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1633   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1634   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1635   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1636   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1637   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1638   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1639   0.000000e+00               0  9.000000e-02     9.000000e-02
## 1640   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1641   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1642   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1643   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1644   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1645   0.000000e+00               0  0.000000e+00     1.000000e-03
## 1646   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1647   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1648   0.000000e+00               0  0.000000e+00     1.000000e-03
## 1649   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1650   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1651   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1652   0.000000e+00               0  0.000000e+00     8.000000e-02
## 1653   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1654   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1655   0.000000e+00               0  1.900000e-01     0.000000e+00
## 1656   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1657   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1658   0.000000e+00               0  0.000000e+00     3.500000e-03
## 1659   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1660   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1661   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1662   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1663   0.000000e+00               0  0.000000e+00     2.800000e-01
## 1664   0.000000e+00               0  2.100000e-01     0.000000e+00
## 1665   0.000000e+00               0  0.000000e+00     8.000000e-02
## 1666   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1667   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1668   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1669   0.000000e+00               0  3.520000e-02     0.000000e+00
## 1670   0.000000e+00               0  0.000000e+00     9.000000e-04
## 1671   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1672   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1673   0.000000e+00               0  0.000000e+00     2.610000e-02
## 1674   0.000000e+00               0  0.000000e+00     3.100000e-01
## 1675   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1676   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1677   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1678   0.000000e+00               0  4.700000e-01     0.000000e+00
## 1679   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1680   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1681   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1682   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1683   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1684   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1685   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1686   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1687   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1688   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1689   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1690   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1691   0.000000e+00               0  6.890000e-02     0.000000e+00
## 1692   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1693   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1694   0.000000e+00               0  3.400000e-01     0.000000e+00
## 1695   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1696   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1697   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1698   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1699   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1700   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1701   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1702   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1703   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1704   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1705   0.000000e+00               0  3.400000e-01     0.000000e+00
## 1706   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1707   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1708   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1709   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1710   0.000000e+00               0 -4.518955e-17     0.000000e+00
## 1711   0.000000e+00               0  5.087000e-02     0.000000e+00
## 1712   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1713   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1714   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1715   0.000000e+00               0  4.800000e-01     0.000000e+00
## 1716   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1717   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1718   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1719   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1720   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1721   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1722   0.000000e+00               0  0.000000e+00     0.000000e+00
## 1723   0.000000e+00               0  4.800000e-01     0.000000e+00
## 1724   0.000000e+00               0  1.298300e-01     0.000000e+00
##      word_freq_cs word_freq_meeting word_freq_original word_freq_project
## 1               0      0.000000e+00       0.000000e+00      0.000000e+00
## 2               0      0.000000e+00       0.000000e+00      0.000000e+00
## 3               0      0.000000e+00       1.200000e-01      0.000000e+00
## 4               0      0.000000e+00       0.000000e+00      0.000000e+00
## 5               0      0.000000e+00       0.000000e+00      0.000000e+00
## 6               0      0.000000e+00       0.000000e+00      0.000000e+00
## 7               0      0.000000e+00       0.000000e+00      0.000000e+00
## 8               0      0.000000e+00       0.000000e+00      0.000000e+00
## 9               0      0.000000e+00       7.700000e-03      0.000000e+00
## 10              0      0.000000e+00       0.000000e+00      6.000000e-02
## 11              0      0.000000e+00       0.000000e+00      0.000000e+00
## 12              0      0.000000e+00       0.000000e+00      0.000000e+00
## 13              0      0.000000e+00       0.000000e+00      0.000000e+00
## 14              0      0.000000e+00       0.000000e+00      0.000000e+00
## 15              0      0.000000e+00       0.000000e+00      0.000000e+00
## 16              0      0.000000e+00       0.000000e+00      0.000000e+00
## 17              0      0.000000e+00       0.000000e+00      0.000000e+00
## 18              0      0.000000e+00       0.000000e+00      0.000000e+00
## 19              0      0.000000e+00       0.000000e+00      0.000000e+00
## 20              0      0.000000e+00       0.000000e+00      0.000000e+00
## 21              0      0.000000e+00       0.000000e+00      0.000000e+00
## 22              0      0.000000e+00       0.000000e+00      0.000000e+00
## 23              0      0.000000e+00       0.000000e+00      0.000000e+00
## 24              0      0.000000e+00       0.000000e+00      0.000000e+00
## 25              0      0.000000e+00       0.000000e+00      0.000000e+00
## 26              0      0.000000e+00       0.000000e+00      0.000000e+00
## 27              0      0.000000e+00       0.000000e+00      0.000000e+00
## 28              0      0.000000e+00       0.000000e+00      0.000000e+00
## 29              0      0.000000e+00       0.000000e+00      0.000000e+00
## 30              0      0.000000e+00       0.000000e+00      0.000000e+00
## 31              0      0.000000e+00       0.000000e+00      0.000000e+00
## 32              0      0.000000e+00       0.000000e+00      0.000000e+00
## 33              0      0.000000e+00       0.000000e+00      0.000000e+00
## 34              0      0.000000e+00       0.000000e+00      0.000000e+00
## 35              0      0.000000e+00       0.000000e+00      0.000000e+00
## 36              0      0.000000e+00       0.000000e+00      0.000000e+00
## 37              0      0.000000e+00       0.000000e+00      0.000000e+00
## 38              0      0.000000e+00       0.000000e+00      0.000000e+00
## 39              0      0.000000e+00       0.000000e+00      0.000000e+00
## 40              0      0.000000e+00       0.000000e+00      0.000000e+00
## 41              0      0.000000e+00       0.000000e+00      0.000000e+00
## 42              0      0.000000e+00       0.000000e+00      0.000000e+00
## 43              0      0.000000e+00       0.000000e+00      0.000000e+00
## 44              0      0.000000e+00       0.000000e+00      0.000000e+00
## 45              0      0.000000e+00       0.000000e+00      0.000000e+00
## 46              0      0.000000e+00       0.000000e+00      0.000000e+00
## 47              0      0.000000e+00       6.000000e-02      0.000000e+00
## 48              0      0.000000e+00       0.000000e+00      0.000000e+00
## 49              0      0.000000e+00       0.000000e+00      0.000000e+00
## 50              0      0.000000e+00       0.000000e+00      0.000000e+00
## 51              0      0.000000e+00       0.000000e+00      0.000000e+00
## 52              0      0.000000e+00       0.000000e+00      0.000000e+00
## 53              0      0.000000e+00       0.000000e+00      6.000000e-02
## 54              0      0.000000e+00       0.000000e+00      0.000000e+00
## 55              0      0.000000e+00       0.000000e+00      0.000000e+00
## 56              0      0.000000e+00       0.000000e+00      0.000000e+00
## 57              0      0.000000e+00       0.000000e+00      0.000000e+00
## 58              0      0.000000e+00       0.000000e+00      0.000000e+00
## 59              0      0.000000e+00       0.000000e+00      0.000000e+00
## 60              0      0.000000e+00       0.000000e+00      0.000000e+00
## 61              0      0.000000e+00       0.000000e+00      0.000000e+00
## 62              0      0.000000e+00       0.000000e+00      0.000000e+00
## 63              0      0.000000e+00       0.000000e+00      0.000000e+00
## 64              0      0.000000e+00       0.000000e+00      0.000000e+00
## 65              0      0.000000e+00       0.000000e+00      0.000000e+00
## 66              0      0.000000e+00       0.000000e+00      0.000000e+00
## 67              0      0.000000e+00       0.000000e+00      0.000000e+00
## 68              0      0.000000e+00       0.000000e+00      0.000000e+00
## 69              0      0.000000e+00       0.000000e+00      0.000000e+00
## 70              0      0.000000e+00       0.000000e+00      0.000000e+00
## 71              0      0.000000e+00       0.000000e+00      0.000000e+00
## 72              0      0.000000e+00       0.000000e+00      0.000000e+00
## 73              0      0.000000e+00       0.000000e+00      0.000000e+00
## 74              0      0.000000e+00       0.000000e+00      0.000000e+00
## 75              0      0.000000e+00       0.000000e+00      0.000000e+00
## 76              0      0.000000e+00       0.000000e+00      0.000000e+00
## 77              0      0.000000e+00       0.000000e+00      0.000000e+00
## 78              0      0.000000e+00       6.000000e-02      0.000000e+00
## 79              0      0.000000e+00       0.000000e+00      0.000000e+00
## 80              0      0.000000e+00       0.000000e+00      0.000000e+00
## 81              0      0.000000e+00       0.000000e+00      0.000000e+00
## 82              0      0.000000e+00       0.000000e+00      0.000000e+00
## 83              0      0.000000e+00       0.000000e+00      0.000000e+00
## 84              0      0.000000e+00       0.000000e+00      0.000000e+00
## 85              0      0.000000e+00       0.000000e+00      0.000000e+00
## 86              0      0.000000e+00       0.000000e+00      0.000000e+00
## 87              0      0.000000e+00       0.000000e+00      0.000000e+00
## 88              0      0.000000e+00       0.000000e+00      0.000000e+00
## 89              0      1.300000e-01       0.000000e+00      0.000000e+00
## 90              0      0.000000e+00       0.000000e+00      0.000000e+00
## 91              0      0.000000e+00       0.000000e+00      0.000000e+00
## 92              0      0.000000e+00       0.000000e+00      0.000000e+00
## 93              0      0.000000e+00       0.000000e+00      0.000000e+00
## 94              0      0.000000e+00       0.000000e+00      0.000000e+00
## 95              0      0.000000e+00       0.000000e+00      0.000000e+00
## 96              0      0.000000e+00       0.000000e+00      0.000000e+00
## 97              0      0.000000e+00       0.000000e+00      0.000000e+00
## 98              0      0.000000e+00       0.000000e+00      0.000000e+00
## 99              0      0.000000e+00       0.000000e+00      0.000000e+00
## 100             0      0.000000e+00       0.000000e+00      0.000000e+00
## 101             0      0.000000e+00       0.000000e+00      0.000000e+00
## 102             0      0.000000e+00       0.000000e+00      0.000000e+00
## 103             0      0.000000e+00       0.000000e+00      0.000000e+00
## 104             0      0.000000e+00       0.000000e+00      0.000000e+00
## 105             0      0.000000e+00       0.000000e+00      0.000000e+00
## 106             0      0.000000e+00       0.000000e+00      0.000000e+00
## 107             0      0.000000e+00       0.000000e+00      0.000000e+00
## 108             0      0.000000e+00       0.000000e+00      0.000000e+00
## 109             0      0.000000e+00       0.000000e+00      0.000000e+00
## 110             0      0.000000e+00       0.000000e+00      0.000000e+00
## 111             0      0.000000e+00       0.000000e+00      0.000000e+00
## 112             0      0.000000e+00       0.000000e+00      0.000000e+00
## 113             0      0.000000e+00       0.000000e+00      0.000000e+00
## 114             0      0.000000e+00       0.000000e+00      0.000000e+00
## 115             0      0.000000e+00       1.200000e-01      0.000000e+00
## 116             0      0.000000e+00       0.000000e+00      0.000000e+00
## 117             0      0.000000e+00       0.000000e+00      5.000000e-02
## 118             0      0.000000e+00       0.000000e+00      5.000000e-02
## 119             0      0.000000e+00       0.000000e+00      0.000000e+00
## 120             0      0.000000e+00       0.000000e+00      0.000000e+00
## 121             0      0.000000e+00       0.000000e+00      5.000000e-02
## 122             0      0.000000e+00       0.000000e+00      5.000000e-02
## 123             0      0.000000e+00       0.000000e+00      0.000000e+00
## 124             0      0.000000e+00       0.000000e+00      0.000000e+00
## 125             0      0.000000e+00       0.000000e+00      0.000000e+00
## 126             0      0.000000e+00       0.000000e+00      0.000000e+00
## 127             0      0.000000e+00       0.000000e+00      0.000000e+00
## 128             0      0.000000e+00       0.000000e+00      0.000000e+00
## 129             0      0.000000e+00       0.000000e+00      0.000000e+00
## 130             0      0.000000e+00       0.000000e+00      0.000000e+00
## 131             0      0.000000e+00       0.000000e+00      0.000000e+00
## 132             0      0.000000e+00       0.000000e+00      0.000000e+00
## 133             0      0.000000e+00       0.000000e+00      0.000000e+00
## 134             0      0.000000e+00       0.000000e+00      0.000000e+00
## 135             0      0.000000e+00       0.000000e+00      0.000000e+00
## 136             0      0.000000e+00       0.000000e+00      0.000000e+00
## 137             0      0.000000e+00       0.000000e+00      0.000000e+00
## 138             0      0.000000e+00       0.000000e+00      0.000000e+00
## 139             0      0.000000e+00       0.000000e+00      0.000000e+00
## 140             0      0.000000e+00       0.000000e+00      0.000000e+00
## 141             0      0.000000e+00       0.000000e+00      0.000000e+00
## 142             0      0.000000e+00       0.000000e+00      0.000000e+00
## 143             0      0.000000e+00       0.000000e+00      0.000000e+00
## 144             0      0.000000e+00       0.000000e+00      0.000000e+00
## 145             0      0.000000e+00       0.000000e+00      0.000000e+00
## 146             0      0.000000e+00       0.000000e+00      0.000000e+00
## 147             0      0.000000e+00       0.000000e+00      0.000000e+00
## 148             0      0.000000e+00       0.000000e+00      0.000000e+00
## 149             0      0.000000e+00       0.000000e+00      0.000000e+00
## 150             0      0.000000e+00       0.000000e+00      0.000000e+00
## 151             0      0.000000e+00       0.000000e+00      0.000000e+00
## 152             0      0.000000e+00       0.000000e+00      0.000000e+00
## 153             0      0.000000e+00       0.000000e+00      0.000000e+00
## 154             0      0.000000e+00       0.000000e+00      0.000000e+00
## 155             0      0.000000e+00       0.000000e+00      0.000000e+00
## 156             0      0.000000e+00       0.000000e+00      0.000000e+00
## 157             0      0.000000e+00       0.000000e+00      0.000000e+00
## 158             0      0.000000e+00       0.000000e+00      0.000000e+00
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## 757             0      0.000000e+00       0.000000e+00      0.000000e+00
## 758             0      0.000000e+00       0.000000e+00      0.000000e+00
## 759             0      0.000000e+00       0.000000e+00      0.000000e+00
## 760             0      0.000000e+00       0.000000e+00      0.000000e+00
## 761             0      0.000000e+00       0.000000e+00      0.000000e+00
## 762             0      0.000000e+00       0.000000e+00      0.000000e+00
## 763             0      0.000000e+00       0.000000e+00      0.000000e+00
## 764             0      0.000000e+00       0.000000e+00      0.000000e+00
## 765             0      0.000000e+00       0.000000e+00      0.000000e+00
## 766             0      0.000000e+00       0.000000e+00      0.000000e+00
## 767             0      0.000000e+00       0.000000e+00      0.000000e+00
## 768             0      0.000000e+00       0.000000e+00      0.000000e+00
## 769             0      0.000000e+00       0.000000e+00      0.000000e+00
## 770             0      0.000000e+00       0.000000e+00      0.000000e+00
## 771             0      0.000000e+00       0.000000e+00      0.000000e+00
## 772             0      0.000000e+00       0.000000e+00      0.000000e+00
## 773             0      0.000000e+00       0.000000e+00      0.000000e+00
## 774             0      0.000000e+00      -9.560061e-17      0.000000e+00
## 775             0      0.000000e+00       0.000000e+00      0.000000e+00
## 776             0      0.000000e+00       0.000000e+00      0.000000e+00
## 777             0      0.000000e+00       0.000000e+00      0.000000e+00
## 778             0      0.000000e+00       1.100000e-03      0.000000e+00
## 779             0      0.000000e+00       1.900000e-01      0.000000e+00
## 780             0      0.000000e+00       0.000000e+00      0.000000e+00
## 781             0      0.000000e+00       0.000000e+00      0.000000e+00
## 782             0      0.000000e+00       0.000000e+00      0.000000e+00
## 783             0      0.000000e+00       0.000000e+00      0.000000e+00
## 784             0      0.000000e+00       0.000000e+00      0.000000e+00
## 785             0      0.000000e+00       0.000000e+00      0.000000e+00
## 786             0      0.000000e+00       0.000000e+00      0.000000e+00
## 787             0      0.000000e+00       0.000000e+00      0.000000e+00
## 788             0      0.000000e+00       0.000000e+00      0.000000e+00
## 789             0      0.000000e+00       0.000000e+00      0.000000e+00
## 790             0      0.000000e+00       0.000000e+00      0.000000e+00
## 791             0      0.000000e+00       0.000000e+00      0.000000e+00
## 792             0      0.000000e+00       0.000000e+00      0.000000e+00
## 793             0      0.000000e+00       0.000000e+00      0.000000e+00
## 794             0      0.000000e+00       0.000000e+00      0.000000e+00
## 795             0      0.000000e+00       0.000000e+00      0.000000e+00
## 796             0      0.000000e+00       0.000000e+00      0.000000e+00
## 797             0      0.000000e+00       0.000000e+00      0.000000e+00
## 798             0      0.000000e+00       0.000000e+00      0.000000e+00
## 799             0      0.000000e+00       0.000000e+00      0.000000e+00
## 800             0      0.000000e+00       0.000000e+00      0.000000e+00
## 801             0      0.000000e+00       0.000000e+00      0.000000e+00
## 802             0      0.000000e+00       0.000000e+00      0.000000e+00
## 803             0      0.000000e+00       1.700000e-01      8.000000e-02
## 804             0      0.000000e+00       0.000000e+00      0.000000e+00
## 805             0      0.000000e+00       0.000000e+00      0.000000e+00
## 806             0      0.000000e+00       0.000000e+00      0.000000e+00
## 807             0      0.000000e+00       0.000000e+00      0.000000e+00
## 808             0      0.000000e+00       0.000000e+00      0.000000e+00
## 809             0      0.000000e+00       0.000000e+00      0.000000e+00
## 810             0      0.000000e+00       0.000000e+00      0.000000e+00
## 811             0      0.000000e+00       0.000000e+00      0.000000e+00
## 812             0      0.000000e+00       0.000000e+00      0.000000e+00
## 813             0      0.000000e+00       1.700000e-01      8.000000e-02
## 814             0      0.000000e+00       0.000000e+00      0.000000e+00
## 815             0      0.000000e+00       0.000000e+00      0.000000e+00
## 816             0      0.000000e+00       0.000000e+00      0.000000e+00
## 817             0      0.000000e+00       0.000000e+00      0.000000e+00
## 818             0      0.000000e+00       0.000000e+00      0.000000e+00
## 819             0      0.000000e+00       0.000000e+00      0.000000e+00
## 820             0      0.000000e+00       0.000000e+00      0.000000e+00
## 821             0      0.000000e+00       0.000000e+00      0.000000e+00
## 822             0      0.000000e+00       0.000000e+00      0.000000e+00
## 823             0      0.000000e+00       0.000000e+00      0.000000e+00
## 824             0      0.000000e+00       0.000000e+00      0.000000e+00
## 825             0      0.000000e+00       0.000000e+00      0.000000e+00
## 826             0      0.000000e+00       0.000000e+00      0.000000e+00
## 827             0      0.000000e+00       0.000000e+00      0.000000e+00
## 828             0      0.000000e+00       0.000000e+00      0.000000e+00
## 829             0      0.000000e+00       0.000000e+00      0.000000e+00
## 830             0      0.000000e+00       0.000000e+00      0.000000e+00
## 831             0      0.000000e+00       0.000000e+00      0.000000e+00
## 832             0      0.000000e+00       0.000000e+00      0.000000e+00
## 833             0      0.000000e+00       0.000000e+00      0.000000e+00
## 834             0      0.000000e+00       0.000000e+00      0.000000e+00
## 835             0      0.000000e+00       0.000000e+00      0.000000e+00
## 836             0      0.000000e+00       0.000000e+00      0.000000e+00
## 837             0      0.000000e+00       0.000000e+00      0.000000e+00
## 838             0      0.000000e+00       0.000000e+00      0.000000e+00
## 839             0      0.000000e+00       0.000000e+00      0.000000e+00
## 840             0      0.000000e+00       0.000000e+00      0.000000e+00
## 841             0      0.000000e+00       0.000000e+00      0.000000e+00
## 842             0      0.000000e+00       0.000000e+00      0.000000e+00
## 843             0      0.000000e+00       0.000000e+00      0.000000e+00
## 844             0      0.000000e+00       0.000000e+00      0.000000e+00
## 845             0      0.000000e+00       0.000000e+00      0.000000e+00
## 846             0      0.000000e+00       0.000000e+00      0.000000e+00
## 847             0      0.000000e+00       0.000000e+00      0.000000e+00
## 848             0      0.000000e+00       0.000000e+00      0.000000e+00
## 849             0      0.000000e+00       0.000000e+00      0.000000e+00
## 850             0      0.000000e+00       0.000000e+00      0.000000e+00
## 851             0      0.000000e+00       0.000000e+00      0.000000e+00
## 852             0      0.000000e+00       2.000000e-01      0.000000e+00
## 853             0      0.000000e+00       0.000000e+00      0.000000e+00
## 854             0      0.000000e+00       0.000000e+00      0.000000e+00
## 855             0      0.000000e+00       0.000000e+00      0.000000e+00
## 856             0      0.000000e+00       0.000000e+00      0.000000e+00
## 857             0      0.000000e+00       0.000000e+00      0.000000e+00
## 858             0      0.000000e+00       0.000000e+00      0.000000e+00
## 859             0      0.000000e+00       0.000000e+00      0.000000e+00
## 860             0      0.000000e+00       0.000000e+00      0.000000e+00
## 861             0      0.000000e+00       0.000000e+00      0.000000e+00
## 862             0      0.000000e+00       0.000000e+00      4.000000e-02
## 863             0      0.000000e+00       0.000000e+00      0.000000e+00
## 864             0      0.000000e+00       0.000000e+00      0.000000e+00
## 865             0      0.000000e+00       0.000000e+00      0.000000e+00
## 866             0      0.000000e+00       0.000000e+00      0.000000e+00
## 867             0      0.000000e+00       0.000000e+00      0.000000e+00
## 868             0      0.000000e+00       0.000000e+00      0.000000e+00
## 869             0      0.000000e+00       0.000000e+00      0.000000e+00
## 870             0      0.000000e+00       0.000000e+00      0.000000e+00
## 871             0      0.000000e+00       0.000000e+00      0.000000e+00
## 872             0      0.000000e+00       0.000000e+00      0.000000e+00
## 873             0      0.000000e+00       0.000000e+00      0.000000e+00
## 874             0      0.000000e+00       0.000000e+00      0.000000e+00
## 875             0      0.000000e+00       0.000000e+00     -8.795048e-18
## 876             0      0.000000e+00       0.000000e+00      0.000000e+00
## 877             0      0.000000e+00       0.000000e+00      0.000000e+00
## 878             0      0.000000e+00       0.000000e+00      0.000000e+00
## 879             0      0.000000e+00       0.000000e+00      0.000000e+00
## 880             0      0.000000e+00       0.000000e+00      0.000000e+00
## 881             0      0.000000e+00       0.000000e+00      0.000000e+00
## 882             0      0.000000e+00       0.000000e+00      0.000000e+00
## 883             0      0.000000e+00       0.000000e+00      0.000000e+00
## 884             0      0.000000e+00       0.000000e+00      0.000000e+00
## 885             0      0.000000e+00       0.000000e+00      0.000000e+00
## 886             0      0.000000e+00       0.000000e+00      0.000000e+00
## 887             0      0.000000e+00       0.000000e+00      0.000000e+00
## 888             0      0.000000e+00       0.000000e+00      0.000000e+00
## 889             0      0.000000e+00       0.000000e+00      0.000000e+00
## 890             0      0.000000e+00       0.000000e+00      0.000000e+00
## 891             0      0.000000e+00       0.000000e+00      0.000000e+00
## 892             0      0.000000e+00       0.000000e+00      0.000000e+00
## 893             0      0.000000e+00       0.000000e+00      0.000000e+00
## 894             0      0.000000e+00       0.000000e+00      0.000000e+00
## 895             0      0.000000e+00       0.000000e+00      0.000000e+00
## 896             0      0.000000e+00       0.000000e+00      0.000000e+00
## 897             0      0.000000e+00       0.000000e+00      0.000000e+00
## 898             0      0.000000e+00       0.000000e+00      0.000000e+00
## 899             0      0.000000e+00       0.000000e+00      0.000000e+00
## 900             0      0.000000e+00       0.000000e+00      0.000000e+00
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## 902             0      0.000000e+00       0.000000e+00      0.000000e+00
## 903             0      0.000000e+00       0.000000e+00      0.000000e+00
## 904             0      0.000000e+00       0.000000e+00      0.000000e+00
## 905             0      0.000000e+00       0.000000e+00      0.000000e+00
## 906             0      0.000000e+00       0.000000e+00      0.000000e+00
## 907             0      0.000000e+00       0.000000e+00      0.000000e+00
## 908             0      0.000000e+00       1.000000e-01      0.000000e+00
## 909             0      0.000000e+00       0.000000e+00      0.000000e+00
## 910             0      0.000000e+00       0.000000e+00      0.000000e+00
## 911             0      0.000000e+00       0.000000e+00      0.000000e+00
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## 913             0      0.000000e+00       0.000000e+00      0.000000e+00
## 914             0      0.000000e+00       0.000000e+00      0.000000e+00
## 915             0      0.000000e+00       0.000000e+00      0.000000e+00
## 916             0      0.000000e+00       0.000000e+00      0.000000e+00
## 917             0      0.000000e+00       0.000000e+00      0.000000e+00
## 918             0      0.000000e+00       0.000000e+00      0.000000e+00
## 919             0      0.000000e+00       0.000000e+00      0.000000e+00
## 920             0      0.000000e+00       0.000000e+00      0.000000e+00
## 921             0      0.000000e+00       0.000000e+00      0.000000e+00
## 922             0      0.000000e+00       0.000000e+00      0.000000e+00
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## 939             0      1.100000e-01       0.000000e+00      0.000000e+00
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## 1622            0      0.000000e+00       0.000000e+00      0.000000e+00
## 1623            0      0.000000e+00       0.000000e+00      0.000000e+00
## 1624            0      0.000000e+00       0.000000e+00      0.000000e+00
## 1625            0      0.000000e+00       0.000000e+00      0.000000e+00
## 1626            0      0.000000e+00       0.000000e+00      0.000000e+00
## 1627            0      0.000000e+00       0.000000e+00      0.000000e+00
## 1628            0      0.000000e+00       0.000000e+00      2.000000e-02
## 1629            0      0.000000e+00       0.000000e+00      0.000000e+00
## 1630            0      0.000000e+00       0.000000e+00      0.000000e+00
## 1631            0      0.000000e+00       0.000000e+00      0.000000e+00
## 1632            0      0.000000e+00       0.000000e+00      0.000000e+00
## 1633            0      0.000000e+00       0.000000e+00      0.000000e+00
## 1634            0      0.000000e+00       0.000000e+00      0.000000e+00
## 1635            0      0.000000e+00       0.000000e+00      0.000000e+00
## 1636            0      3.800000e-01       0.000000e+00      0.000000e+00
## 1637            0      3.700000e-01       0.000000e+00      0.000000e+00
## 1638            0      3.600000e-01       0.000000e+00      0.000000e+00
## 1639            0      0.000000e+00       0.000000e+00      0.000000e+00
## 1640            0      0.000000e+00       0.000000e+00      2.000000e-02
## 1641            0      0.000000e+00       0.000000e+00      0.000000e+00
## 1642            0      0.000000e+00       0.000000e+00      0.000000e+00
## 1643            0      0.000000e+00       0.000000e+00      0.000000e+00
## 1644            0      0.000000e+00       0.000000e+00      0.000000e+00
## 1645            0      0.000000e+00       0.000000e+00      0.000000e+00
## 1646            0      0.000000e+00       0.000000e+00      0.000000e+00
## 1647            0      0.000000e+00       0.000000e+00      0.000000e+00
## 1648            0      0.000000e+00       0.000000e+00      0.000000e+00
## 1649            0      0.000000e+00       0.000000e+00      0.000000e+00
## 1650            0      0.000000e+00       0.000000e+00      0.000000e+00
## 1651            0      0.000000e+00       0.000000e+00      0.000000e+00
## 1652            0      0.000000e+00       0.000000e+00      0.000000e+00
## 1653            0      0.000000e+00       0.000000e+00      0.000000e+00
## 1654            0      0.000000e+00       0.000000e+00      0.000000e+00
## 1655            0      0.000000e+00       0.000000e+00      0.000000e+00
## 1656            0      0.000000e+00       2.400000e-01      0.000000e+00
## 1657            0      0.000000e+00       0.000000e+00      0.000000e+00
## 1658            0      0.000000e+00       0.000000e+00      0.000000e+00
## 1659            0      0.000000e+00       0.000000e+00      0.000000e+00
## 1660            0      0.000000e+00       0.000000e+00      0.000000e+00
## 1661            0      0.000000e+00       0.000000e+00      0.000000e+00
## 1662            0      3.000000e-02       0.000000e+00      0.000000e+00
## 1663            0      0.000000e+00       0.000000e+00      0.000000e+00
## 1664            0      0.000000e+00       0.000000e+00      0.000000e+00
## 1665            0      0.000000e+00       0.000000e+00      0.000000e+00
## 1666            0      0.000000e+00       0.000000e+00      1.600000e-01
## 1667            0      0.000000e+00       0.000000e+00      0.000000e+00
## 1668            0      0.000000e+00       0.000000e+00      0.000000e+00
## 1669            0      0.000000e+00       0.000000e+00      0.000000e+00
## 1670            0      0.000000e+00       0.000000e+00      0.000000e+00
## 1671            0      0.000000e+00       0.000000e+00      0.000000e+00
## 1672            0      0.000000e+00       0.000000e+00      0.000000e+00
## 1673            0      0.000000e+00       0.000000e+00      0.000000e+00
## 1674            0      0.000000e+00       0.000000e+00      5.000000e-02
## 1675            0      0.000000e+00       0.000000e+00      0.000000e+00
## 1676            0      0.000000e+00       0.000000e+00      0.000000e+00
## 1677            0      0.000000e+00       0.000000e+00      0.000000e+00
## 1678            0      0.000000e+00       0.000000e+00      0.000000e+00
## 1679            0      0.000000e+00       0.000000e+00      0.000000e+00
## 1680            0      0.000000e+00       0.000000e+00      0.000000e+00
## 1681            0      0.000000e+00       0.000000e+00      0.000000e+00
## 1682            0      0.000000e+00       0.000000e+00      0.000000e+00
## 1683            0      0.000000e+00       0.000000e+00      0.000000e+00
## 1684            0      0.000000e+00       0.000000e+00      0.000000e+00
## 1685            0      0.000000e+00       0.000000e+00      0.000000e+00
## 1686            0      0.000000e+00       0.000000e+00      0.000000e+00
## 1687            0      0.000000e+00       0.000000e+00      0.000000e+00
## 1688            0      0.000000e+00       0.000000e+00      0.000000e+00
## 1689            0      0.000000e+00       0.000000e+00      0.000000e+00
## 1690            0      0.000000e+00       0.000000e+00      0.000000e+00
## 1691            0      0.000000e+00       0.000000e+00      0.000000e+00
## 1692            0      0.000000e+00       0.000000e+00      0.000000e+00
## 1693            0      0.000000e+00       0.000000e+00      0.000000e+00
## 1694            0      0.000000e+00       0.000000e+00      0.000000e+00
## 1695            0      0.000000e+00       0.000000e+00      0.000000e+00
## 1696            0      0.000000e+00       0.000000e+00      0.000000e+00
## 1697            0      0.000000e+00       0.000000e+00      0.000000e+00
## 1698            0      0.000000e+00       0.000000e+00      0.000000e+00
## 1699            0      0.000000e+00       0.000000e+00      0.000000e+00
## 1700            0      0.000000e+00       0.000000e+00      0.000000e+00
## 1701            0      0.000000e+00       0.000000e+00      0.000000e+00
## 1702            0      0.000000e+00       0.000000e+00      0.000000e+00
## 1703            0      0.000000e+00       0.000000e+00      0.000000e+00
## 1704            0      0.000000e+00       0.000000e+00      0.000000e+00
## 1705            0      0.000000e+00       0.000000e+00      0.000000e+00
## 1706            0      0.000000e+00       0.000000e+00      0.000000e+00
## 1707            0      0.000000e+00       0.000000e+00      0.000000e+00
## 1708            0      0.000000e+00       0.000000e+00      0.000000e+00
## 1709            0      0.000000e+00       0.000000e+00      0.000000e+00
## 1710            0      0.000000e+00       0.000000e+00      0.000000e+00
## 1711            0      0.000000e+00       0.000000e+00      0.000000e+00
## 1712            0      0.000000e+00       0.000000e+00      0.000000e+00
## 1713            0      0.000000e+00       0.000000e+00      0.000000e+00
## 1714            0      0.000000e+00       7.000000e-02      0.000000e+00
## 1715            0      0.000000e+00       0.000000e+00      0.000000e+00
## 1716            0      0.000000e+00       0.000000e+00      0.000000e+00
## 1717            0      0.000000e+00       0.000000e+00      0.000000e+00
## 1718            0      0.000000e+00       0.000000e+00     -1.935951e-17
## 1719            0      0.000000e+00       0.000000e+00      0.000000e+00
## 1720            0      0.000000e+00       0.000000e+00      0.000000e+00
## 1721            0      0.000000e+00       0.000000e+00      0.000000e+00
## 1722            0      0.000000e+00       0.000000e+00     -1.824495e-17
## 1723            0      0.000000e+00       0.000000e+00      0.000000e+00
## 1724            0      0.000000e+00       0.000000e+00      0.000000e+00
##       word_freq_re word_freq_edu word_freq_table word_freq_conference
## 1     0.000000e+00  0.000000e+00               0                    0
## 2     0.000000e+00  0.000000e+00               0                    0
## 3     6.000000e-02  6.000000e-02               0                    0
## 4     0.000000e+00  0.000000e+00               0                    0
## 5     0.000000e+00  0.000000e+00               0                    0
## 6     0.000000e+00  0.000000e+00               0                    0
## 7     0.000000e+00  0.000000e+00               0                    0
## 8     0.000000e+00  0.000000e+00               0                    0
## 9     0.000000e+00  0.000000e+00               0                    0
## 10    0.000000e+00  0.000000e+00               0                    0
## 11    0.000000e+00  0.000000e+00               0                    0
## 12    0.000000e+00  0.000000e+00               0                    0
## 13    0.000000e+00  0.000000e+00               0                    0
## 14    0.000000e+00  0.000000e+00               0                    0
## 15    0.000000e+00  0.000000e+00               0                    0
## 16    0.000000e+00  0.000000e+00               0                    0
## 17    0.000000e+00  0.000000e+00               0                    0
## 18    0.000000e+00  0.000000e+00               0                    0
## 19    0.000000e+00  0.000000e+00               0                    0
## 20    0.000000e+00  0.000000e+00               0                    0
## 21    0.000000e+00  0.000000e+00               0                    0
## 22    0.000000e+00  0.000000e+00               0                    0
## 23    0.000000e+00  0.000000e+00               0                    0
## 24    0.000000e+00  0.000000e+00               0                    0
## 25    1.440000e+00  0.000000e+00               0                    0
## 26    0.000000e+00  0.000000e+00               0                    0
## 27    1.440000e+00  0.000000e+00               0                    0
## 28    0.000000e+00  0.000000e+00               0                    0
## 29    0.000000e+00  0.000000e+00               0                    0
## 30    0.000000e+00  0.000000e+00               0                    0
## 31    1.170000e+00  0.000000e+00               0                    0
## 32    0.000000e+00  0.000000e+00               0                    0
## 33    0.000000e+00  0.000000e+00               0                    0
## 34    0.000000e+00  0.000000e+00               0                    0
## 35    0.000000e+00  0.000000e+00               0                    0
## 36    0.000000e+00  0.000000e+00               0                    0
## 37    0.000000e+00  0.000000e+00               0                    0
## 38    4.800000e-01  0.000000e+00               0                    0
## 39    0.000000e+00  0.000000e+00               0                    0
## 40    4.100000e-01  0.000000e+00               0                    0
## 41    0.000000e+00  0.000000e+00               0                    0
## 42    0.000000e+00  0.000000e+00               0                    0
## 43    0.000000e+00  0.000000e+00               0                    0
## 44    0.000000e+00  0.000000e+00               0                    0
## 45    0.000000e+00  0.000000e+00               0                    0
## 46    1.500000e-01  0.000000e+00               0                    0
## 47    6.000000e-02  0.000000e+00               0                    0
## 48    0.000000e+00  0.000000e+00               0                    0
## 49    2.000000e-02  0.000000e+00               0                    0
## 50    0.000000e+00  0.000000e+00               0                    0
## 51    0.000000e+00  0.000000e+00               0                    0
## 52    0.000000e+00  0.000000e+00               0                    0
## 53    0.000000e+00  0.000000e+00               0                    0
## 54    1.260000e+00  0.000000e+00               0                    0
## 55    0.000000e+00  0.000000e+00               0                    0
## 56    0.000000e+00  0.000000e+00               0                    0
## 57    0.000000e+00  0.000000e+00               0                    0
## 58    0.000000e+00  0.000000e+00               0                    0
## 59    0.000000e+00  0.000000e+00               0                    0
## 60    4.200000e-01  0.000000e+00               0                    0
## 61    0.000000e+00  0.000000e+00               0                    0
## 62    7.100000e-01  0.000000e+00               0                    0
## 63    0.000000e+00  0.000000e+00               0                    0
## 64    0.000000e+00  0.000000e+00               0                    0
## 65    0.000000e+00  0.000000e+00               0                    0
## 66    0.000000e+00  0.000000e+00               0                    0
## 67    0.000000e+00  0.000000e+00               0                    0
## 68    0.000000e+00  0.000000e+00               0                    0
## 69    3.000000e-01  0.000000e+00               0                    0
## 70    0.000000e+00  0.000000e+00               0                    0
## 71    0.000000e+00  0.000000e+00               0                    0
## 72    0.000000e+00  0.000000e+00               0                    0
## 73    4.400000e-01  0.000000e+00               0                    0
## 74    4.600000e-01  0.000000e+00               0                    0
## 75    4.800000e-01  0.000000e+00               0                    0
## 76    0.000000e+00  0.000000e+00               0                    0
## 77    0.000000e+00  0.000000e+00               0                    0
## 78    0.000000e+00  0.000000e+00               0                    0
## 79    4.100000e-01  6.200000e-01               0                    0
## 80    0.000000e+00  0.000000e+00               0                    0
## 81    0.000000e+00  0.000000e+00               0                    0
## 82    0.000000e+00  0.000000e+00               0                    0
## 83    0.000000e+00  0.000000e+00               0                    0
## 84    0.000000e+00  0.000000e+00               0                    0
## 85    0.000000e+00  0.000000e+00               0                    0
## 86    0.000000e+00  0.000000e+00               0                    0
## 87    0.000000e+00  0.000000e+00               0                    0
## 88    7.900000e-01  0.000000e+00               0                    0
## 89    6.000000e-02  0.000000e+00               0                    0
## 90    0.000000e+00  0.000000e+00               0                    0
## 91    0.000000e+00  0.000000e+00               0                    0
## 92    2.000000e-02  0.000000e+00               0                    0
## 93    7.000000e-02  0.000000e+00               0                    0
## 94    7.000000e-02  0.000000e+00               0                    0
## 95    0.000000e+00  0.000000e+00               0                    0
## 96    4.600000e-01  0.000000e+00               0                    0
## 97    3.500000e-01  0.000000e+00               0                    0
## 98    0.000000e+00  0.000000e+00               0                    0
## 99    0.000000e+00  0.000000e+00               0                    0
## 100   4.100000e-01  0.000000e+00               0                    0
## 101   0.000000e+00  0.000000e+00               0                    0
## 102   0.000000e+00  0.000000e+00               0                    0
## 103   0.000000e+00  0.000000e+00               0                    0
## 104   0.000000e+00  0.000000e+00               0                    0
## 105   0.000000e+00  0.000000e+00               0                    0
## 106   0.000000e+00  0.000000e+00               0                    0
## 107   0.000000e+00  0.000000e+00               0                    0
## 108   0.000000e+00  0.000000e+00               0                    0
## 109   0.000000e+00  0.000000e+00               0                    0
## 110   0.000000e+00  0.000000e+00               0                    0
## 111   0.000000e+00  0.000000e+00               0                    0
## 112   0.000000e+00  0.000000e+00               0                    0
## 113   0.000000e+00  0.000000e+00               0                    0
## 114   0.000000e+00  0.000000e+00               0                    0
## 115   0.000000e+00  0.000000e+00               0                    0
## 116   5.100000e-01  0.000000e+00               0                    0
## 117   5.000000e-02  0.000000e+00               0                    0
## 118   5.000000e-02  0.000000e+00               0                    0
## 119   0.000000e+00  0.000000e+00               0                    0
## 120   0.000000e+00  0.000000e+00               0                    0
## 121   5.000000e-02  0.000000e+00               0                    0
## 122   5.000000e-02  0.000000e+00               0                    0
## 123   3.000000e-02  0.000000e+00               0                    0
## 124   0.000000e+00  0.000000e+00               0                    0
## 125   0.000000e+00  0.000000e+00               0                    0
## 126   0.000000e+00  0.000000e+00               0                    0
## 127   1.010000e+00  0.000000e+00               0                    0
## 128   0.000000e+00  0.000000e+00               0                    0
## 129   0.000000e+00  0.000000e+00               0                    0
## 130   0.000000e+00  0.000000e+00               0                    0
## 131   1.140000e+00  0.000000e+00               0                    0
## 132   0.000000e+00  0.000000e+00               0                    0
## 133   5.600000e-01  0.000000e+00               0                    0
## 134   0.000000e+00  0.000000e+00               0                    0
## 135   1.260000e+00  0.000000e+00               0                    0
## 136   0.000000e+00  0.000000e+00               0                    0
## 137   0.000000e+00  0.000000e+00               0                    0
## 138   0.000000e+00  0.000000e+00               0                    0
## 139   0.000000e+00  0.000000e+00               0                    0
## 140   0.000000e+00  0.000000e+00               0                    0
## 141   0.000000e+00  0.000000e+00               0                    0
## 142   0.000000e+00  0.000000e+00               0                    0
## 143   3.000000e-02  0.000000e+00               0                    0
## 144   0.000000e+00  0.000000e+00               0                    0
## 145   0.000000e+00  0.000000e+00               0                    0
## 146   1.260000e+00  0.000000e+00               0                    0
## 147   0.000000e+00  0.000000e+00               0                    0
## 148   1.400000e-01  0.000000e+00               0                    0
## 149   0.000000e+00  0.000000e+00               0                    0
## 150   0.000000e+00  0.000000e+00               0                    0
## 151   0.000000e+00  0.000000e+00               0                    0
## 152   0.000000e+00  0.000000e+00               0                    0
## 153   0.000000e+00  0.000000e+00               0                    0
## 154   0.000000e+00  0.000000e+00               0                    0
## 155   3.300000e-01  0.000000e+00               0                    0
## 156   0.000000e+00  0.000000e+00               0                    0
## 157   0.000000e+00  0.000000e+00               0                    0
## 158   0.000000e+00  0.000000e+00               0                    0
## 159   0.000000e+00  0.000000e+00               0                    0
## 160   0.000000e+00  0.000000e+00               0                    0
## 161   0.000000e+00  0.000000e+00               0                    0
## 162   0.000000e+00  0.000000e+00               0                    0
## 163   5.800000e-01  0.000000e+00               0                    0
## 164   0.000000e+00  0.000000e+00               0                    0
## 165   0.000000e+00  0.000000e+00               0                    0
## 166   0.000000e+00  0.000000e+00               0                    0
## 167   0.000000e+00  0.000000e+00               0                    0
## 168   0.000000e+00  0.000000e+00               0                    0
## 169   0.000000e+00  0.000000e+00               0                    0
## 170   0.000000e+00  0.000000e+00               0                    0
## 171   0.000000e+00  0.000000e+00               0                    0
## 172   0.000000e+00  0.000000e+00               0                    0
## 173   5.000000e-01  0.000000e+00               0                    0
## 174   5.400000e-01  0.000000e+00               0                    0
## 175   0.000000e+00  0.000000e+00               0                    0
## 176   0.000000e+00  0.000000e+00               0                    0
## 177   0.000000e+00  0.000000e+00               0                    0
## 178   4.400000e-01  0.000000e+00               0                    0
## 179   3.300000e-01  0.000000e+00               0                    0
## 180   0.000000e+00  0.000000e+00               0                    0
## 181   1.700000e-01  0.000000e+00               0                    0
## 182   1.700000e-01  0.000000e+00               0                    0
## 183   0.000000e+00  0.000000e+00               0                    0
## 184   4.400000e-01  0.000000e+00               0                    0
## 185   3.600000e-01  0.000000e+00               0                    0
## 186   0.000000e+00  0.000000e+00               0                    0
## 187   0.000000e+00  0.000000e+00               0                    0
## 188   0.000000e+00  0.000000e+00               0                    0
## 189   0.000000e+00  0.000000e+00               0                    0
## 190   0.000000e+00  0.000000e+00               0                    0
## 191   0.000000e+00  0.000000e+00               0                    0
## 192   0.000000e+00  0.000000e+00               0                    0
## 193   0.000000e+00  0.000000e+00               0                    0
## 194   0.000000e+00  0.000000e+00               0                    0
## 195   0.000000e+00  0.000000e+00               0                    0
## 196   0.000000e+00  0.000000e+00               0                    0
## 197   5.400000e-01  0.000000e+00               0                    0
## 198   0.000000e+00  0.000000e+00               0                    0
## 199   5.300000e-01  0.000000e+00               0                    0
## 200   0.000000e+00  0.000000e+00               0                    0
## 201   0.000000e+00  0.000000e+00               0                    0
## 202   1.150000e+00  0.000000e+00               0                    0
## 203   1.170000e+00  0.000000e+00               0                    0
## 204   0.000000e+00  0.000000e+00               0                    0
## 205   0.000000e+00  0.000000e+00               0                    0
## 206   5.600000e-01  0.000000e+00               0                    0
## 207   5.500000e-01  0.000000e+00               0                    0
## 208   0.000000e+00  0.000000e+00               0                    0
## 209   0.000000e+00  0.000000e+00               0                    0
## 210   0.000000e+00  0.000000e+00               0                    0
## 211   1.700000e-01  0.000000e+00               0                    0
## 212   0.000000e+00  0.000000e+00               0                    0
## 213   0.000000e+00  0.000000e+00               0                    0
## 214   5.400000e-01  0.000000e+00               0                    0
## 215   0.000000e+00  0.000000e+00               0                    0
## 216   9.000000e-01  0.000000e+00               0                    0
## 217   2.000000e-02  0.000000e+00               0                    0
## 218   2.000000e-02  0.000000e+00               0                    0
## 219   8.000000e-02  0.000000e+00               0                    0
## 220   4.800000e-01  0.000000e+00               0                    0
## 221   0.000000e+00  0.000000e+00               0                    0
## 222   3.400000e-01  0.000000e+00               0                    0
## 223   0.000000e+00  0.000000e+00               0                    0
## 224   0.000000e+00  0.000000e+00               0                    0
## 225   3.200000e-01  0.000000e+00               0                    0
## 226   3.200000e-01  0.000000e+00               0                    0
## 227   0.000000e+00  0.000000e+00               0                    0
## 228   0.000000e+00  0.000000e+00               0                    0
## 229   7.100000e-01  0.000000e+00               0                    0
## 230   0.000000e+00  0.000000e+00               0                    0
## 231   0.000000e+00  0.000000e+00               0                    0
## 232   5.500000e-01  0.000000e+00               0                    0
## 233   0.000000e+00  0.000000e+00               0                    0
## 234   0.000000e+00  0.000000e+00               0                    0
## 235   0.000000e+00  0.000000e+00               0                    0
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## 1656  0.000000e+00  1.200000e-01               0                    0
## 1657  2.000000e-01  0.000000e+00               0                    0
## 1658  4.500000e-01  0.000000e+00               0                    0
## 1659  0.000000e+00  1.059286e-01               0                    0
## 1660  0.000000e+00  0.000000e+00               0                    0
## 1661  0.000000e+00  0.000000e+00               0                    0
## 1662  0.000000e+00  0.000000e+00               0                    0
## 1663  2.800000e-01  4.000000e-02               0                    0
## 1664  0.000000e+00  6.502000e-02               0                    0
## 1665  8.000000e-02  0.000000e+00               0                    0
## 1666  0.000000e+00  0.000000e+00               0                    0
## 1667  0.000000e+00  0.000000e+00               0                    0
## 1668  0.000000e+00  0.000000e+00               0                    0
## 1669  0.000000e+00  0.000000e+00               0                    0
## 1670  0.000000e+00  0.000000e+00               0                    0
## 1671  2.400000e-01  0.000000e+00               0                    0
## 1672  0.000000e+00  0.000000e+00               0                    0
## 1673  0.000000e+00  0.000000e+00               0                    0
## 1674  2.300000e-01  2.000000e-02               0                    0
## 1675  0.000000e+00  0.000000e+00               0                    0
## 1676  0.000000e+00  1.150000e-02               0                    0
## 1677  0.000000e+00  0.000000e+00               0                    0
## 1678  0.000000e+00  9.400000e-01               0                    0
## 1679  0.000000e+00  0.000000e+00               0                    0
## 1680  0.000000e+00  0.000000e+00               0                    0
## 1681  0.000000e+00  0.000000e+00               0                    0
## 1682  0.000000e+00  0.000000e+00               0                    0
## 1683  8.000000e-02  8.000000e-02               0                    0
## 1684  2.900000e-01  0.000000e+00               0                    0
## 1685  8.000000e-02  8.000000e-02               0                    0
## 1686  0.000000e+00  0.000000e+00               0                    0
## 1687  0.000000e+00  0.000000e+00               0                    0
## 1688  0.000000e+00  1.059286e-01               0                    0
## 1689  0.000000e+00  0.000000e+00               0                    0
## 1690  0.000000e+00  0.000000e+00               0                    0
## 1691  0.000000e+00  5.700000e-01               0                    0
## 1692  0.000000e+00  0.000000e+00               0                    0
## 1693  0.000000e+00  0.000000e+00               0                    0
## 1694  1.100000e-01  0.000000e+00               0                    0
## 1695  0.000000e+00  0.000000e+00               0                    0
## 1696  0.000000e+00  0.000000e+00               0                    0
## 1697  0.000000e+00  0.000000e+00               0                    0
## 1698  0.000000e+00  0.000000e+00               0                    0
## 1699  0.000000e+00  0.000000e+00               0                    0
## 1700  0.000000e+00  0.000000e+00               0                    0
## 1701  0.000000e+00  0.000000e+00               0                    0
## 1702  0.000000e+00  0.000000e+00               0                    0
## 1703  2.600000e-01  8.000000e-02               0                    0
## 1704  0.000000e+00  0.000000e+00               0                    0
## 1705  1.100000e-01  0.000000e+00               0                    0
## 1706  0.000000e+00  0.000000e+00               0                    0
## 1707  0.000000e+00  0.000000e+00               0                    0
## 1708  0.000000e+00  0.000000e+00               0                    0
## 1709  2.600000e-01  8.000000e-02               0                    0
## 1710  0.000000e+00  0.000000e+00               0                    0
## 1711  0.000000e+00  0.000000e+00               0                    0
## 1712  0.000000e+00  4.400000e-01               0                    0
## 1713  0.000000e+00  0.000000e+00               0                    0
## 1714  0.000000e+00  0.000000e+00               0                    0
## 1715  0.000000e+00  0.000000e+00               0                    0
## 1716  0.000000e+00  0.000000e+00               0                    0
## 1717  0.000000e+00  0.000000e+00               0                    0
## 1718  0.000000e+00  6.135778e-02               0                    0
## 1719  2.600000e-01  8.000000e-02               0                    0
## 1720  0.000000e+00  0.000000e+00               0                    0
## 1721  0.000000e+00  0.000000e+00               0                    0
## 1722  0.000000e+00  7.185778e-02               0                    0
## 1723  0.000000e+00  0.000000e+00               0                    0
## 1724  0.000000e+00  0.000000e+00               0                    0
##      char_freq_semicolon char_freq_openbracket char_freq_openboxbracket
## 1           0.000000e+00           0.000000000             0.000000e+00
## 2           0.000000e+00           0.132000000             0.000000e+00
## 3           1.000000e-02           0.143000000             0.000000e+00
## 4           0.000000e+00           0.137000000             0.000000e+00
## 5           0.000000e+00           0.135000000             0.000000e+00
## 6           0.000000e+00           0.223000000             0.000000e+00
## 7           0.000000e+00           0.054000000             0.000000e+00
## 8           0.000000e+00           0.206000000             0.000000e+00
## 9           0.000000e+00           0.271000000             0.000000e+00
## 10          4.000000e-02           0.030000000             0.000000e+00
## 11          0.000000e+00           0.000000000             0.000000e+00
## 12          2.200000e-02           0.044000000             0.000000e+00
## 13          0.000000e+00           0.056000000             0.000000e+00
## 14          0.000000e+00           0.000000000             0.000000e+00
## 15          0.000000e+00           0.102000000             0.000000e+00
## 16          0.000000e+00           0.063000000             0.000000e+00
## 17          0.000000e+00           0.000000000             0.000000e+00
## 18          0.000000e+00           0.000000000             0.000000e+00
## 19          0.000000e+00           0.182000000             0.000000e+00
## 20          0.000000e+00           0.275000000             0.000000e+00
## 21          0.000000e+00           0.729000000             0.000000e+00
## 22          4.200000e-02           0.101000000             1.600000e-02
## 23          1.250000e-03           0.404000000             0.000000e+00
## 24          0.000000e+00           0.133000000             0.000000e+00
## 25          0.000000e+00           0.196000000             0.000000e+00
## 26          4.200000e-02           0.101000000             1.600000e-02
## 27          0.000000e+00           0.196000000             0.000000e+00
## 28          0.000000e+00           0.000000000             0.000000e+00
## 29          0.000000e+00           0.352000000             0.000000e+00
## 30          0.000000e+00           0.459000000             0.000000e+00
## 31          0.000000e+00           0.000000000             0.000000e+00
## 32          0.000000e+00           0.352000000             0.000000e+00
## 33          0.000000e+00           0.045000000             0.000000e+00
## 34          0.000000e+00           0.000000000             0.000000e+00
## 35          0.000000e+00           0.000000000             6.600000e-04
## 36          0.000000e+00           0.308000000             0.000000e+00
## 37          1.250000e-03           0.436000000             0.000000e+00
## 38          0.000000e+00           0.081000000             0.000000e+00
## 39          0.000000e+00           0.080000000             0.000000e+00
## 40          0.000000e+00           0.068000000             0.000000e+00
## 41          0.000000e+00           0.051000000             0.000000e+00
## 42         -9.627715e-18           0.335000000             0.000000e+00
## 43         -9.627715e-18           0.355000000             0.000000e+00
## 44          0.000000e+00           0.182000000             0.000000e+00
## 45          0.000000e+00           0.073000000             0.000000e+00
## 46          0.000000e+00           0.250000000             0.000000e+00
## 47          1.000000e-02           0.052000000             0.000000e+00
## 48          0.000000e+00           0.340000000             0.000000e+00
## 49          0.000000e+00           0.065000000             0.000000e+00
## 50          3.600000e-02           0.084000000             0.000000e+00
## 51          0.000000e+00           0.000000000             0.000000e+00
## 52          0.000000e+00           0.110000000             0.000000e+00
## 53          4.000000e-02           0.030000000             0.000000e+00
## 54          0.000000e+00           0.198000000             0.000000e+00
## 55          0.000000e+00           0.111000000             0.000000e+00
## 56          0.000000e+00           0.000000000             0.000000e+00
## 57          6.100000e-02           0.246000000             0.000000e+00
## 58          0.000000e+00           0.000000000             0.000000e+00
## 59          0.000000e+00           0.000000000             0.000000e+00
## 60          0.000000e+00           0.066000000             0.000000e+00
## 61          0.000000e+00           0.257000000             0.000000e+00
## 62          4.300000e-02           0.043000000             0.000000e+00
## 63          6.900000e-02           0.000000000             0.000000e+00
## 64          0.000000e+00           0.000000000             0.000000e+00
## 65          0.000000e+00           0.059000000             0.000000e+00
## 66          0.000000e+00           0.000000000             0.000000e+00
## 67          0.000000e+00           0.073000000             0.000000e+00
## 68          0.000000e+00           0.000000000             0.000000e+00
## 69          0.000000e+00           0.100000000             0.000000e+00
## 70          0.000000e+00           0.201000000             0.000000e+00
## 71          0.000000e+00           0.000000000             0.000000e+00
## 72          0.000000e+00           0.087000000             0.000000e+00
## 73          0.000000e+00           0.073000000             0.000000e+00
## 74          0.000000e+00           0.000000000             0.000000e+00
## 75          0.000000e+00           0.081000000             0.000000e+00
## 76          0.000000e+00           0.000000000             0.000000e+00
## 77          0.000000e+00           0.165000000             0.000000e+00
## 78          0.000000e+00           0.085000000             5.300000e-02
## 79          0.000000e+00           0.000000000             0.000000e+00
## 80          0.000000e+00           0.000000000             0.000000e+00
## 81          0.000000e+00           0.000000000             0.000000e+00
## 82          0.000000e+00           0.123000000             0.000000e+00
## 83          0.000000e+00           0.123000000             0.000000e+00
## 84          0.000000e+00           0.181000000             0.000000e+00
## 85          0.000000e+00           0.278000000             0.000000e+00
## 86          0.000000e+00           0.071000000             0.000000e+00
## 87          0.000000e+00           0.122000000             0.000000e+00
## 88          0.000000e+00           0.268000000             0.000000e+00
## 89          2.100000e-02           0.107000000             0.000000e+00
## 90          0.000000e+00           0.206667573             0.000000e+00
## 91          0.000000e+00           0.250000000             0.000000e+00
## 92          4.000000e-03           0.066000000             0.000000e+00
## 93          0.000000e+00           0.075000000             0.000000e+00
## 94          0.000000e+00           0.075000000             0.000000e+00
## 95          0.000000e+00           0.494000000             0.000000e+00
## 96          0.000000e+00           0.000000000             0.000000e+00
## 97          0.000000e+00           0.122000000             0.000000e+00
## 98          0.000000e+00           0.147000000             0.000000e+00
## 99          4.562483e-02           0.518000000             9.235000e-03
## 100         0.000000e+00           0.065000000             0.000000e+00
## 101         0.000000e+00           0.000000000             0.000000e+00
## 102         9.400000e-02           0.189000000             1.395929e-02
## 103         4.113750e-03           0.611000000             0.000000e+00
## 104         9.400000e-02           0.189000000             1.395929e-02
## 105         4.113750e-03           0.611000000             0.000000e+00
## 106         9.400000e-02           0.189000000             1.395929e-02
## 107         4.113750e-03           0.611000000             0.000000e+00
## 108         1.150000e-01           0.231000000             9.338333e-03
## 109         4.113750e-03           0.611000000             0.000000e+00
## 110         0.000000e+00           0.000000000             0.000000e+00
## 111         0.000000e+00           0.000000000             0.000000e+00
## 112         0.000000e+00           0.147000000             0.000000e+00
## 113         0.000000e+00           0.000000000             0.000000e+00
## 114         0.000000e+00           0.365000000             0.000000e+00
## 115         1.900000e-02           0.379000000             5.505000e-03
## 116         0.000000e+00           0.090000000             0.000000e+00
## 117         0.000000e+00           0.045000000             0.000000e+00
## 118         0.000000e+00           0.036000000             0.000000e+00
## 119         0.000000e+00           0.000000000             0.000000e+00
## 120         0.000000e+00           0.248000000             0.000000e+00
## 121         0.000000e+00           0.045000000             0.000000e+00
## 122         0.000000e+00           0.036000000             0.000000e+00
## 123         1.100000e-02           0.077000000             0.000000e+00
## 124         0.000000e+00           0.000000000             0.000000e+00
## 125         4.600000e-02           0.000000000             0.000000e+00
## 126         0.000000e+00           0.190000000             0.000000e+00
## 127         0.000000e+00           0.089000000             0.000000e+00
## 128         0.000000e+00           0.000000000             0.000000e+00
## 129         0.000000e+00           0.000000000             0.000000e+00
## 130         0.000000e+00           0.000000000             0.000000e+00
## 131         0.000000e+00           0.299000000             0.000000e+00
## 132         0.000000e+00           0.000000000             0.000000e+00
## 133         0.000000e+00           0.101000000             0.000000e+00
## 134         0.000000e+00           0.024000000             0.000000e+00
## 135         0.000000e+00           0.215000000             0.000000e+00
## 136         0.000000e+00           0.128000000             0.000000e+00
## 137         0.000000e+00           0.128000000             0.000000e+00
## 138         0.000000e+00           0.060000000             0.000000e+00
## 139         0.000000e+00           0.000000000             0.000000e+00
## 140         0.000000e+00           0.415000000             0.000000e+00
## 141         0.000000e+00           0.060000000             0.000000e+00
## 142         0.000000e+00           0.000000000             0.000000e+00
## 143         1.100000e-02           0.077000000             0.000000e+00
## 144         0.000000e+00           0.000000000             0.000000e+00
## 145         0.000000e+00           0.000000000             0.000000e+00
## 146         0.000000e+00           0.215000000             0.000000e+00
## 147         0.000000e+00           0.060000000             0.000000e+00
## 148         0.000000e+00           0.000000000             0.000000e+00
## 149         6.300000e-02           0.126000000             0.000000e+00
## 150         0.000000e+00           0.040000000             0.000000e+00
## 151         0.000000e+00           0.000000000             0.000000e+00
## 152         0.000000e+00           0.247000000             0.000000e+00
## 153         0.000000e+00           0.000000000             0.000000e+00
## 154         0.000000e+00           0.105000000             0.000000e+00
## 155         0.000000e+00           0.060000000             0.000000e+00
## 156         0.000000e+00           0.000000000             0.000000e+00
## 157         0.000000e+00           0.000000000             0.000000e+00
## 158         0.000000e+00           0.135000000             0.000000e+00
## 159         0.000000e+00           0.000000000             0.000000e+00
## 160         0.000000e+00           0.000000000             9.200000e-02
## 161         0.000000e+00           0.000000000             7.300000e-02
## 162         0.000000e+00           0.490000000             0.000000e+00
## 163         0.000000e+00           0.024000000             0.000000e+00
## 164         0.000000e+00           0.094000000             0.000000e+00
## 165         0.000000e+00           0.490000000             0.000000e+00
## 166         0.000000e+00           0.310000000             0.000000e+00
## 167         0.000000e+00           0.000000000             0.000000e+00
## 168         0.000000e+00           0.058000000             0.000000e+00
## 169         0.000000e+00           0.000000000             0.000000e+00
## 170         0.000000e+00           0.000000000             0.000000e+00
## 171         0.000000e+00           0.656000000             0.000000e+00
## 172         0.000000e+00           0.081000000             2.700000e-02
## 173         0.000000e+00           0.357000000             0.000000e+00
## 174         0.000000e+00           0.096000000             0.000000e+00
## 175         0.000000e+00           0.000000000             0.000000e+00
## 176         0.000000e+00           0.000000000             0.000000e+00
## 177         0.000000e+00           0.000000000             0.000000e+00
## 178         0.000000e+00           0.000000000             0.000000e+00
## 179         0.000000e+00           0.053000000             0.000000e+00
## 180         0.000000e+00           0.000000000             0.000000e+00
## 181         0.000000e+00           0.048000000             0.000000e+00
## 182         0.000000e+00           0.048000000             0.000000e+00
## 183         0.000000e+00           0.000000000             0.000000e+00
## 184         0.000000e+00           0.000000000             0.000000e+00
## 185         0.000000e+00           0.059000000             0.000000e+00
## 186         0.000000e+00           0.000000000             0.000000e+00
## 187         0.000000e+00           0.064000000             1.000000e-02
## 188         0.000000e+00           0.000000000             0.000000e+00
## 189         0.000000e+00           0.467000000             0.000000e+00
## 190         0.000000e+00           0.135000000             0.000000e+00
## 191         0.000000e+00           0.000000000             0.000000e+00
## 192         0.000000e+00           0.000000000             0.000000e+00
## 193         0.000000e+00           0.000000000             0.000000e+00
## 194         0.000000e+00           0.000000000             0.000000e+00
## 195         0.000000e+00           0.081000000             2.700000e-02
## 196         1.470000e-01           0.000000000             0.000000e+00
## 197         0.000000e+00           0.000000000             0.000000e+00
## 198         0.000000e+00           0.081000000             2.700000e-02
## 199         0.000000e+00           0.000000000             0.000000e+00
## 200         0.000000e+00           0.135000000             0.000000e+00
## 201         0.000000e+00           0.241000000             0.000000e+00
## 202         0.000000e+00           0.061000000             0.000000e+00
## 203         0.000000e+00           0.062000000             0.000000e+00
## 204         1.400000e-01           0.000000000             0.000000e+00
## 205         0.000000e+00           0.037000000             0.000000e+00
## 206         0.000000e+00           0.102000000             0.000000e+00
## 207         0.000000e+00           0.099000000             0.000000e+00
## 208         0.000000e+00           0.000000000             0.000000e+00
## 209         0.000000e+00           0.176000000             0.000000e+00
## 210         0.000000e+00           0.000000000             0.000000e+00
## 211         0.000000e+00           0.063000000             0.000000e+00
## 212         0.000000e+00           0.000000000             0.000000e+00
## 213         0.000000e+00           0.000000000             0.000000e+00
## 214         0.000000e+00           0.000000000             0.000000e+00
## 215         0.000000e+00           0.000000000             0.000000e+00
## 216         0.000000e+00           0.000000000             0.000000e+00
## 217         1.100000e-02           0.022000000             0.000000e+00
## 218         1.100000e-02           0.022000000             0.000000e+00
## 219         0.000000e+00           0.066000000             0.000000e+00
## 220         0.000000e+00           0.133000000             6.600000e-02
## 221         0.000000e+00           0.490000000             0.000000e+00
## 222         0.000000e+00           0.000000000             0.000000e+00
## 223         0.000000e+00           0.000000000             0.000000e+00
## 224         0.000000e+00           0.129000000             0.000000e+00
## 225         0.000000e+00           0.104000000             0.000000e+00
## 226         0.000000e+00           0.106000000             0.000000e+00
## 227         0.000000e+00           0.000000000             0.000000e+00
## 228         0.000000e+00           0.037000000             0.000000e+00
## 229         0.000000e+00           0.121000000             0.000000e+00
## 230         0.000000e+00           0.171000000             0.000000e+00
## 231         0.000000e+00           0.088000000             0.000000e+00
## 232         0.000000e+00           0.097000000             0.000000e+00
## 233         0.000000e+00           0.000000000             0.000000e+00
## 234         5.300000e-02           0.265000000             0.000000e+00
## 235         0.000000e+00           0.000000000             0.000000e+00
## 236         0.000000e+00           0.000000000             0.000000e+00
## 237         0.000000e+00           0.000000000             0.000000e+00
## 238         0.000000e+00           0.081000000             2.700000e-02
## 239         0.000000e+00           0.157000000             0.000000e+00
## 240         0.000000e+00           0.082000000             0.000000e+00
## 241         0.000000e+00           0.000000000             0.000000e+00
## 242         6.400000e-02           0.258000000             0.000000e+00
## 243         0.000000e+00           0.159000000             0.000000e+00
## 244         0.000000e+00           0.000000000             0.000000e+00
## 245         0.000000e+00           0.105000000             0.000000e+00
## 246         0.000000e+00           0.000000000             0.000000e+00
## 247         0.000000e+00           0.159000000             0.000000e+00
## 248         0.000000e+00           0.000000000             0.000000e+00
## 249         0.000000e+00           0.131000000             6.500000e-02
## 250         0.000000e+00           0.088000000             0.000000e+00
## 251         0.000000e+00           0.000000000             0.000000e+00
## 252         0.000000e+00           0.069602750             0.000000e+00
## 253         0.000000e+00           0.085000000             6.100000e-02
## 254         0.000000e+00           0.105000000             0.000000e+00
## 255         0.000000e+00           0.105000000             0.000000e+00
## 256         0.000000e+00           0.000000000             0.000000e+00
## 257         0.000000e+00           0.000000000             0.000000e+00
## 258         0.000000e+00           0.000000000             0.000000e+00
## 259         0.000000e+00           0.108000000             0.000000e+00
## 260         4.900000e-02           0.069000000             0.000000e+00
## 261         0.000000e+00           0.107000000             0.000000e+00
## 262         0.000000e+00           0.088000000             0.000000e+00
## 263         0.000000e+00           0.086000000             0.000000e+00
## 264         0.000000e+00           0.000000000             0.000000e+00
## 265         0.000000e+00           0.271000000             0.000000e+00
## 266         0.000000e+00           0.204000000             0.000000e+00
## 267         0.000000e+00           0.000000000             0.000000e+00
## 268         0.000000e+00           0.000000000             0.000000e+00
## 269         0.000000e+00           0.270000000             0.000000e+00
## 270         0.000000e+00           0.204000000             0.000000e+00
## 271         0.000000e+00           0.204000000             0.000000e+00
## 272         0.000000e+00           0.000000000             0.000000e+00
## 273         0.000000e+00           0.082000000             0.000000e+00
## 274         0.000000e+00           0.000000000             0.000000e+00
## 275         0.000000e+00           0.081000000             0.000000e+00
## 276         2.800000e-02           0.143000000             2.800000e-02
## 277         0.000000e+00           0.133000000             6.600000e-02
## 278         0.000000e+00           0.081000000             0.000000e+00
## 279         0.000000e+00           0.000000000             0.000000e+00
## 280         0.000000e+00           0.081000000             0.000000e+00
## 281         0.000000e+00           0.360000000             0.000000e+00
## 282         0.000000e+00           0.080000000             0.000000e+00
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## 998         0.000000e+00           0.265000000             0.000000e+00
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## 1181        0.000000e+00           0.165000000             0.000000e+00
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## 1188        0.000000e+00           0.078000000             0.000000e+00
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## 1193        0.000000e+00           0.189000000             0.000000e+00
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## 1195        0.000000e+00           0.189000000             0.000000e+00
## 1196        0.000000e+00           0.036000000             0.000000e+00
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## 1198        0.000000e+00           0.000000000             0.000000e+00
## 1199        0.000000e+00           0.056000000             0.000000e+00
## 1200        0.000000e+00           0.056000000             0.000000e+00
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## 1203        0.000000e+00           0.110000000             0.000000e+00
## 1204        0.000000e+00           0.147000000             0.000000e+00
## 1205        0.000000e+00           0.260000000             0.000000e+00
## 1206        0.000000e+00           0.000000000             0.000000e+00
## 1207        0.000000e+00           0.186000000             0.000000e+00
## 1208        0.000000e+00           0.462000000             0.000000e+00
## 1209        0.000000e+00           0.068000000             0.000000e+00
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## 1211        0.000000e+00           0.000000000             0.000000e+00
## 1212        0.000000e+00           0.000000000             0.000000e+00
## 1213        2.900000e-02           0.178000000             0.000000e+00
## 1214        0.000000e+00           0.430000000             0.000000e+00
## 1215        0.000000e+00           0.083000000             0.000000e+00
## 1216        0.000000e+00           0.084000000             0.000000e+00
## 1217        0.000000e+00           0.084000000             0.000000e+00
## 1218        0.000000e+00           0.000000000             0.000000e+00
## 1219        0.000000e+00           0.065000000             0.000000e+00
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## 1221        0.000000e+00           0.468000000             0.000000e+00
## 1222        0.000000e+00           0.468000000             0.000000e+00
## 1223        0.000000e+00           0.468000000             0.000000e+00
## 1224        2.255000e-02           0.067000000             0.000000e+00
## 1225        0.000000e+00           0.153000000             0.000000e+00
## 1226        0.000000e+00           0.000000000             0.000000e+00
## 1227        0.000000e+00           0.068000000             0.000000e+00
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## 1230        0.000000e+00           0.260000000             0.000000e+00
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## 1232        0.000000e+00           0.000000000             0.000000e+00
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## 1238        0.000000e+00           0.000000000             0.000000e+00
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## 1258        0.000000e+00           0.098000000             4.900000e-02
## 1259        0.000000e+00           0.000000000             0.000000e+00
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## 1261        3.270000e-03           0.000000000             0.000000e+00
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## 1291        0.000000e+00           0.098000000             0.000000e+00
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## 1293        0.000000e+00           0.299000000             0.000000e+00
## 1294        0.000000e+00           0.319000000             0.000000e+00
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## 1299        0.000000e+00           0.000000000             0.000000e+00
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## 1303        0.000000e+00           0.038000000             0.000000e+00
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## 1418        0.000000e+00           0.110000000             0.000000e+00
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## 1451        0.000000e+00           0.000000000             2.067143e-03
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## 1518        0.000000e+00           0.213000000             0.000000e+00
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## 1607        0.000000e+00           0.102000000             0.000000e+00
## 1608        2.700000e-02           0.027000000             0.000000e+00
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## 1639        0.000000e+00           0.000000000             2.067143e-03
## 1640        1.600000e-02           0.058000000             0.000000e+00
## 1641        0.000000e+00           0.000000000             0.000000e+00
## 1642        0.000000e+00           0.178000000             0.000000e+00
## 1643        0.000000e+00           0.216000000             0.000000e+00
## 1644        0.000000e+00           0.086000000             0.000000e+00
## 1645        0.000000e+00           0.085000000             0.000000e+00
## 1646        0.000000e+00           0.000000000             0.000000e+00
## 1647        0.000000e+00           0.000000000             0.000000e+00
## 1648        0.000000e+00           0.085000000             0.000000e+00
## 1649        0.000000e+00           0.101000000             0.000000e+00
## 1650        0.000000e+00           0.037000000             0.000000e+00
## 1651        0.000000e+00           0.000000000             0.000000e+00
## 1652        5.600000e-02           0.241000000             4.200000e-02
## 1653        0.000000e+00           0.117000000             0.000000e+00
## 1654        3.100000e-02           0.122000000             1.000000e-02
## 1655        1.500000e-02           0.137000000             0.000000e+00
## 1656        0.000000e+00           0.117000000             0.000000e+00
## 1657        8.000000e-03           0.035000000             0.000000e+00
## 1658        0.000000e+00           0.160000000             0.000000e+00
## 1659        1.210000e-01           0.605000000             0.000000e+00
## 1660        0.000000e+00           0.000000000             0.000000e+00
## 1661        0.000000e+00           0.000000000             0.000000e+00
## 1662        0.000000e+00           0.071000000             0.000000e+00
## 1663        0.000000e+00           0.101000000             0.000000e+00
## 1664        0.000000e+00           0.057000000             0.000000e+00
## 1665        1.400000e-02           0.029000000             0.000000e+00
## 1666        0.000000e+00           0.000000000             0.000000e+00
## 1667        0.000000e+00           0.290000000             0.000000e+00
## 1668        0.000000e+00           0.113000000             0.000000e+00
## 1669        0.000000e+00           0.087000000             0.000000e+00
## 1670        2.000000e-04           0.000000000             0.000000e+00
## 1671        0.000000e+00           0.036000000             0.000000e+00
## 1672        1.140000e-01           0.114000000             0.000000e+00
## 1673        0.000000e+00           0.128000000             0.000000e+00
## 1674        3.000000e-02           0.083000000             0.000000e+00
## 1675        0.000000e+00           0.057000000             0.000000e+00
## 1676        0.000000e+00           0.364000000             0.000000e+00
## 1677        0.000000e+00           0.000000000             0.000000e+00
## 1678        0.000000e+00           0.332000000             0.000000e+00
## 1679        0.000000e+00           0.095000000             0.000000e+00
## 1680        2.800000e-02           0.114000000             0.000000e+00
## 1681        0.000000e+00           0.000000000             0.000000e+00
## 1682        1.100000e-02           0.023000000             0.000000e+00
## 1683        9.600000e-02           0.234000000             0.000000e+00
## 1684        5.000000e-02           0.382000000             0.000000e+00
## 1685        9.600000e-02           0.234000000             0.000000e+00
## 1686        0.000000e+00           0.000000000             0.000000e+00
## 1687        0.000000e+00           0.000000000             0.000000e+00
## 1688        9.800000e-02           0.589000000             0.000000e+00
## 1689        0.000000e+00           0.277000000             0.000000e+00
## 1690        0.000000e+00           0.000000000             0.000000e+00
## 1691        0.000000e+00           0.103000000             0.000000e+00
## 1692        7.360000e-03           0.037000000             0.000000e+00
## 1693        0.000000e+00           0.000000000             0.000000e+00
## 1694        0.000000e+00           0.125000000             0.000000e+00
## 1695        0.000000e+00           0.058000000             0.000000e+00
## 1696        0.000000e+00           0.194119824             0.000000e+00
## 1697        0.000000e+00           0.000000000             0.000000e+00
## 1698        0.000000e+00           0.000000000             0.000000e+00
## 1699        0.000000e+00           0.042000000             0.000000e+00
## 1700        0.000000e+00           0.461000000             0.000000e+00
## 1701        0.000000e+00           0.000000000             0.000000e+00
## 1702        0.000000e+00           0.095000000             0.000000e+00
## 1703        9.800000e-02           0.226000000             0.000000e+00
## 1704        0.000000e+00           0.096000000             0.000000e+00
## 1705        0.000000e+00           0.125000000             0.000000e+00
## 1706       -9.887924e-18           0.000000000             0.000000e+00
## 1707        0.000000e+00           0.000000000             0.000000e+00
## 1708        0.000000e+00           0.000000000             0.000000e+00
## 1709        9.800000e-02           0.226000000             0.000000e+00
## 1710        0.000000e+00           0.075000000             0.000000e+00
## 1711        0.000000e+00           0.254000000             0.000000e+00
## 1712        0.000000e+00           0.000000000             0.000000e+00
## 1713        6.360000e-03           0.037000000             0.000000e+00
## 1714        0.000000e+00           0.000000000             0.000000e+00
## 1715        0.000000e+00           0.186000000             0.000000e+00
## 1716        0.000000e+00           0.000000000             0.000000e+00
## 1717        1.000000e-02           0.200000000             0.000000e+00
## 1718        0.000000e+00           0.381000000             0.000000e+00
## 1719        9.700000e-02           0.222000000             0.000000e+00
## 1720        0.000000e+00           0.000000000             0.000000e+00
## 1721        0.000000e+00           0.000000000             0.000000e+00
## 1722        0.000000e+00           0.299000000             0.000000e+00
## 1723        0.000000e+00           0.185000000             0.000000e+00
## 1724        3.700000e-02           0.226000000             0.000000e+00
##      char_freq_exclamation char_freq_dollar char_freq_hash
## 1               0.77800000     0.000000e+00   0.000000e+00
## 2               0.37200000     1.800000e-01   4.800000e-02
## 3               0.27600000     1.840000e-01   1.000000e-02
## 4               0.13700000     0.000000e+00   0.000000e+00
## 5               0.13500000     0.000000e+00   0.000000e+00
## 6               0.00000000     0.000000e+00   0.000000e+00
## 7               0.16400000     5.400000e-02   0.000000e+00
## 8               0.00000000     0.000000e+00   0.000000e+00
## 9               0.18100000     2.030000e-01   2.200000e-02
## 10              0.24400000     8.100000e-02   0.000000e+00
## 11              0.46200000     0.000000e+00   0.000000e+00
## 12              0.66300000     0.000000e+00   0.000000e+00
## 13              0.78600000     0.000000e+00   0.000000e+00
## 14              0.00000000     0.000000e+00   0.000000e+00
## 15              0.35700000     0.000000e+00   0.000000e+00
## 16              0.57200000     6.300000e-02   0.000000e+00
## 17              0.42800000     0.000000e+00   0.000000e+00
## 18              0.31696917     3.700000e-01   0.000000e+00
## 19              0.45500000     0.000000e+00   0.000000e+00
## 20              0.05500000     1.586429e-01   0.000000e+00
## 21              0.72900000     0.000000e+00   0.000000e+00
## 22              0.25000000     4.600000e-02   5.900000e-02
## 23              0.80900000     0.000000e+00   0.000000e+00
## 24              0.66700000     0.000000e+00   0.000000e+00
## 25              0.39200000     1.960000e-01   0.000000e+00
## 26              0.25000000     4.600000e-02   5.900000e-02
## 27              0.39200000     1.960000e-01   0.000000e+00
## 28              0.36800000     0.000000e+00   0.000000e+00
## 29              0.35200000     0.000000e+00   0.000000e+00
## 30              0.09100000     0.000000e+00   0.000000e+00
## 31              0.88600000     0.000000e+00   0.000000e+00
## 32              0.41352828     0.000000e+00   0.000000e+00
## 33              0.00000000     9.100000e-02   0.000000e+00
## 34              0.00000000     3.020000e-01   0.000000e+00
## 35              0.00000000     0.000000e+00   0.000000e+00
## 36              1.54300000     0.000000e+00   0.000000e+00
## 37              0.87300000     0.000000e+00   0.000000e+00
## 38              0.48800000     2.440000e-01   0.000000e+00
## 39              0.96300000     0.000000e+00   0.000000e+00
## 40              0.75000000     0.000000e+00   0.000000e+00
## 41              0.20700000     2.070000e-01   0.000000e+00
## 42              0.67100000     0.000000e+00   0.000000e+00
## 43              0.71100000     0.000000e+00   0.000000e+00
## 44              0.42600000     0.000000e+00   0.000000e+00
## 45              0.81300000     3.600000e-02   1.470000e-01
## 46              1.31800000     6.800000e-02   0.000000e+00
## 47              0.01000000     1.670000e-01   0.000000e+00
## 48              0.17000000     0.000000e+00   0.000000e+00
## 49              0.32500000     2.123999e-01   1.242622e-01
## 50              0.27800000     2.300000e-01   8.400000e-02
## 51              0.00000000     0.000000e+00   0.000000e+00
## 52              0.49800000     3.320000e-01   0.000000e+00
## 53              0.24400000     7.100000e-02   0.000000e+00
## 54              0.19800000     1.378184e-01   0.000000e+00
## 55              0.50000000     3.330000e-01   0.000000e+00
## 56              1.47800000     0.000000e+00   0.000000e+00
## 57              0.61500000     6.100000e-02   6.100000e-02
## 58              0.00000000     0.000000e+00   0.000000e+00
## 59              1.50100000     0.000000e+00   0.000000e+00
## 60              0.66900000     0.000000e+00   0.000000e+00
## 61              0.00000000     0.000000e+00   0.000000e+00
## 62              0.17500000     0.000000e+00   0.000000e+00
## 63              0.00000000     0.000000e+00   6.900000e-02
## 64              0.04800000     4.800000e-02   0.000000e+00
## 65              0.01900000     1.900000e-02   0.000000e+00
## 66              0.49059994     0.000000e+00   0.000000e+00
## 67              0.58900000     2.940000e-01   0.000000e+00
## 68              0.50000000     0.000000e+00   0.000000e+00
## 69              1.05300000     3.510000e-01   3.087163e-02
## 70              0.00000000     1.000000e-01   0.000000e+00
## 71              0.53700000     0.000000e+00   0.000000e+00
## 72              0.87700000     0.000000e+00   0.000000e+00
## 73              0.80700000     0.000000e+00   0.000000e+00
## 74              0.29800000     2.230000e-01   0.000000e+00
## 75              0.48600000     2.430000e-01   0.000000e+00
## 76              1.36600000     0.000000e+00   0.000000e+00
## 77              0.16500000     8.200000e-02   0.000000e+00
## 78              0.43700000     2.340000e-01   6.400000e-02
## 79              0.13200000     0.000000e+00   0.000000e+00
## 80              0.00000000     3.380000e-01   0.000000e+00
## 81              1.43100000     0.000000e+00   0.000000e+00
## 82              0.19700000     0.000000e+00   2.400000e-02
## 83              0.49500000     0.000000e+00   0.000000e+00
## 84              0.72400000     0.000000e+00   0.000000e+00
## 85              0.83400000     0.000000e+00   0.000000e+00
## 86              0.57100000     2.140000e-01   0.000000e+00
## 87              0.06100000     6.100000e-02   0.000000e+00
## 88              0.26800000     0.000000e+00   0.000000e+00
## 89              0.09600000     8.500000e-02   1.000000e-02
## 90              0.00000000     0.000000e+00   0.000000e+00
## 91              1.08300000     3.330000e-01   0.000000e+00
## 92              0.32200000     2.149699e-01   1.188445e-01
## 93              0.61300000     2.203752e-01   1.370000e-01
## 94              0.61200000     2.203752e-01   1.370000e-01
## 95              0.08200000     2.191420e-01   0.000000e+00
## 96              0.00000000     0.000000e+00   0.000000e+00
## 97              1.28400000     0.000000e+00   0.000000e+00
## 98              0.73600000     0.000000e+00   0.000000e+00
## 99              0.31000000     0.000000e+00   0.000000e+00
## 100             0.46100000     6.762467e-02   0.000000e+00
## 101             0.38000000     0.000000e+00   0.000000e+00
## 102             0.66200000     0.000000e+00   0.000000e+00
## 103             1.52900000     0.000000e+00   0.000000e+00
## 104             0.66200000     0.000000e+00   0.000000e+00
## 105             1.52900000     0.000000e+00   0.000000e+00
## 106             0.66200000     0.000000e+00   0.000000e+00
## 107             1.52900000     0.000000e+00   0.000000e+00
## 108             0.46200000     0.000000e+00   0.000000e+00
## 109             1.52900000     0.000000e+00   0.000000e+00
## 110             0.00000000     0.000000e+00   0.000000e+00
## 111             0.25812023     0.000000e+00   0.000000e+00
## 112             0.00000000     0.000000e+00   0.000000e+00
## 113             0.00000000     1.770000e-01   5.900000e-02
## 114             0.00000000     0.000000e+00   0.000000e+00
## 115             0.00000000     1.190000e-01   0.000000e+00
## 116             0.54200000     0.000000e+00   0.000000e+00
## 117             0.05400000     1.180000e-01   0.000000e+00
## 118             0.05400000     1.180000e-01   0.000000e+00
## 119             0.54200000     0.000000e+00   0.000000e+00
## 120             1.15800000     3.310000e-01   0.000000e+00
## 121             0.05400000     1.180000e-01   0.000000e+00
## 122             0.05400000     1.180000e-01   0.000000e+00
## 123             0.33500000     2.255738e-01   1.250000e-01
## 124             0.27100000     2.400000e-02   4.900000e-02
## 125             0.09200000     3.220000e-01   0.000000e+00
## 126             1.19400000     5.400000e-02   0.000000e+00
## 127             0.08900000     1.780000e-01   0.000000e+00
## 128             0.42700000     0.000000e+00   0.000000e+00
## 129             0.70600000     2.120000e-01   0.000000e+00
## 130             0.97000000     1.490000e-01   0.000000e+00
## 131             0.59800000     1.790000e-01   0.000000e+00
## 132             0.12100000     0.000000e+00   0.000000e+00
## 133             0.60600000     0.000000e+00   0.000000e+00
## 134             0.29900000     1.740000e-01   0.000000e+00
## 135             0.21500000     4.310000e-01   0.000000e+00
## 136             0.16000000     1.600000e-01   0.000000e+00
## 137             0.16000000     1.600000e-01   0.000000e+00
## 138             0.12000000     1.354542e-01   0.000000e+00
## 139             0.00000000     0.000000e+00   0.000000e+00
## 140             0.00000000     0.000000e+00   0.000000e+00
## 141             0.12000000     1.354542e-01   0.000000e+00
## 142             0.55800000     2.790000e-01   0.000000e+00
## 143             0.33500000     2.255738e-01   1.250000e-01
## 144             0.55800000     2.790000e-01   0.000000e+00
## 145             0.71500000     0.000000e+00   0.000000e+00
## 146             0.21500000     4.310000e-01   0.000000e+00
## 147             0.12000000     1.354542e-01   0.000000e+00
## 148             0.86500000     2.300000e-02   4.600000e-02
## 149             0.06300000     1.260000e-01   0.000000e+00
## 150             0.56500000     1.210000e-01   0.000000e+00
## 151             0.26100000     0.000000e+00   0.000000e+00
## 152             1.32000000     3.300000e-01   0.000000e+00
## 153             0.20000000     0.000000e+00   0.000000e+00
## 154             1.05500000     0.000000e+00   0.000000e+00
## 155             0.48400000     0.000000e+00   0.000000e+00
## 156             0.00000000     0.000000e+00   0.000000e+00
## 157             0.11700000     1.170000e-01   0.000000e+00
## 158             0.13500000     0.000000e+00   0.000000e+00
## 159             1.08800000     0.000000e+00   0.000000e+00
## 160             0.00000000     1.850000e-01   1.224267e-02
## 161             0.14600000     1.460000e-01   1.696975e-02
## 162             0.08100000     2.191420e-01   0.000000e+00
## 163             0.26500000     0.000000e+00   0.000000e+00
## 164             0.00000000     0.000000e+00   0.000000e+00
## 165             0.08100000     2.191420e-01   0.000000e+00
## 166             0.51700000     0.000000e+00   0.000000e+00
## 167             0.00000000     0.000000e+00   0.000000e+00
## 168             0.70000000     0.000000e+00   0.000000e+00
## 169             0.56700000     2.400000e-02   4.900000e-02
## 170             0.51800000     0.000000e+00   0.000000e+00
## 171             0.31000000     0.000000e+00   0.000000e+00
## 172             0.09500000     1.300000e-02   0.000000e+00
## 173             0.89200000     0.000000e+00   0.000000e+00
## 174             1.44300000     0.000000e+00   0.000000e+00
## 175             0.88900000     0.000000e+00   0.000000e+00
## 176             0.96800000     0.000000e+00   0.000000e+00
## 177             0.00000000     0.000000e+00   0.000000e+00
## 178             0.94400000     1.450000e-01   7.200000e-02
## 179             0.58300000     0.000000e+00   0.000000e+00
## 180             0.96900000     0.000000e+00   0.000000e+00
## 181             0.25800000     2.580000e-01   1.130000e-01
## 182             0.25900000     2.590000e-01   6.400000e-02
## 183             0.83500000     0.000000e+00   0.000000e+00
## 184             1.08300000     1.440000e-01   7.200000e-02
## 185             0.11800000     0.000000e+00   0.000000e+00
## 186             0.04825393     0.000000e+00   0.000000e+00
## 187             0.03200000     1.400000e-01   0.000000e+00
## 188             0.00000000     0.000000e+00   0.000000e+00
## 189             0.28000000     1.860000e-01   0.000000e+00
## 190             0.13500000     0.000000e+00   0.000000e+00
## 191             0.00000000     0.000000e+00   0.000000e+00
## 192             0.83000000     6.900000e-02   0.000000e+00
## 193             1.19200000     0.000000e+00   0.000000e+00
## 194             0.58500000     4.600000e-02   4.600000e-02
## 195             0.09500000     1.300000e-02   0.000000e+00
## 196             0.29400000     1.470000e-01   0.000000e+00
## 197             1.18000000     2.520000e-01   0.000000e+00
## 198             0.10800000     1.300000e-02   0.000000e+00
## 199             1.18300000     2.530000e-01   0.000000e+00
## 200             0.06700000     0.000000e+00   0.000000e+00
## 201             1.04500000     3.210000e-01   0.000000e+00
## 202             0.98500000     1.840000e-01   0.000000e+00
## 203             0.86900000     1.860000e-01   0.000000e+00
## 204             0.91500000     0.000000e+00   0.000000e+00
## 205             0.18700000     1.120000e-01   0.000000e+00
## 206             0.61500000     0.000000e+00   0.000000e+00
## 207             0.89300000     0.000000e+00   0.000000e+00
## 208             0.81600000     6.800000e-02   0.000000e+00
## 209             0.35300000     0.000000e+00   0.000000e+00
## 210             0.56300000     1.500000e-01   0.000000e+00
## 211             0.28700000     2.230000e-01   7.900000e-02
## 212             0.00000000     0.000000e+00   0.000000e+00
## 213             0.20200000     5.528334e-02   0.000000e+00
## 214             1.18200000     2.530000e-01   0.000000e+00
## 215             0.08000000     0.000000e+00   0.000000e+00
## 216             0.16500000     1.650000e-01   0.000000e+00
## 217             0.00000000     2.200000e-02   0.000000e+00
## 218             0.00000000     2.200000e-02   0.000000e+00
## 219             0.21200000     1.850000e-01   1.300000e-02
## 220             0.46800000     2.670000e-01   0.000000e+00
## 221             0.08100000     2.191420e-01   0.000000e+00
## 222             0.36600000     6.100000e-02   0.000000e+00
## 223             0.63300000     6.300000e-02   0.000000e+00
## 224             0.77900000     2.100000e-02   2.100000e-02
## 225             0.00000000     1.570000e-01   5.200000e-02
## 226             0.00000000     1.590000e-01   5.300000e-02
## 227             0.25800000     3.200000e-02   0.000000e+00
## 228             0.18800000     1.120000e-01   0.000000e+00
## 229             1.09400000     0.000000e+00   0.000000e+00
## 230             0.00000000     1.710000e-01   1.587000e-02
## 231             0.88400000     5.300008e-02   2.200000e-02
## 232             0.68300000     0.000000e+00   0.000000e+00
## 233             0.77300000     8.000000e-02   8.000000e-02
## 234             0.00000000     0.000000e+00   0.000000e+00
## 235             1.11300000     2.780000e-01   9.200000e-02
## 236             0.00000000     0.000000e+00   0.000000e+00
## 237             0.00000000     0.000000e+00   0.000000e+00
## 238             0.08800000     1.300000e-02   0.000000e+00
## 239             0.47100000     0.000000e+00   7.800000e-02
## 240             0.00000000     8.200000e-02   1.418722e-02
## 241             0.44961432     0.000000e+00   0.000000e+00
## 242             0.12900000     1.930000e-01   0.000000e+00
## 243             0.47900000     0.000000e+00   7.900000e-02
## 244             0.81400000     0.000000e+00   0.000000e+00
## 245             0.00000000     1.580000e-01   0.000000e+00
## 246             0.93700000     0.000000e+00   0.000000e+00
## 247             0.47900000     0.000000e+00   7.900000e-02
## 248             0.14500000     4.370000e-01   1.270000e-03
## 249             0.46100000     2.630000e-01   0.000000e+00
## 250             0.86200000     6.200167e-02   2.200000e-02
## 251             0.00000000     0.000000e+00   0.000000e+00
## 252             0.40793763     3.658355e-02   0.000000e+00
## 253             0.39000000     9.700000e-02   1.200000e-02
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## 686             1.13200000     7.700000e-02   1.200000e-02
## 687             0.45300000     2.352232e-01   1.190000e-01
## 688             0.33700000     1.410000e-01   0.000000e+00
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## 691             0.00000000     0.000000e+00   0.000000e+00
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## 698             0.59300000     2.170000e-01   3.900000e-02
## 699             0.49000000     1.580000e-01   1.500000e-02
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## 910             1.01100000     0.000000e+00   0.000000e+00
## 911             0.45400000     2.189300e-01   1.360000e-01
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## 916             1.15400000     7.736384e-02   0.000000e+00
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## 1564            0.00000000     0.000000e+00   0.000000e+00
## 1565            0.95200000     0.000000e+00   0.000000e+00
## 1566            0.74000000     0.000000e+00   0.000000e+00
## 1567            0.00000000     0.000000e+00   0.000000e+00
## 1568            1.40500000     0.000000e+00   0.000000e+00
## 1569            0.43500000     1.931617e-01   2.200000e-02
## 1570            0.59100000     0.000000e+00   0.000000e+00
## 1571            0.49557298     1.654312e-01   6.530000e-03
## 1572            0.19900000     0.000000e+00   0.000000e+00
## 1573            0.07300000     2.950000e-01   0.000000e+00
## 1574            1.23200000     0.000000e+00   0.000000e+00
## 1575            0.19900000     0.000000e+00   0.000000e+00
## 1576            0.96300000     0.000000e+00   0.000000e+00
## 1577            0.43800000     1.910000e-01   5.400000e-02
## 1578            0.16600000     8.300000e-02   0.000000e+00
## 1579            0.22500000     2.110000e-01   1.400000e-02
## 1580            0.00000000     6.800000e-02   0.000000e+00
## 1581            0.00000000     0.000000e+00   0.000000e+00
## 1582            0.67500000     0.000000e+00   0.000000e+00
## 1583            1.28500000     7.500000e-02   1.420714e-02
## 1584            0.06700000     1.350000e-01   0.000000e+00
## 1585            0.00000000     1.050000e-01   0.000000e+00
## 1586            0.23800000     0.000000e+00   0.000000e+00
## 1587            0.00000000     3.500000e-01   0.000000e+00
## 1588            0.35600000     0.000000e+00   2.382431e-02
## 1589            0.49542152     1.274387e-01   0.000000e+00
## 1590            0.36000000     3.000000e-02   0.000000e+00
## 1591            0.14700000     0.000000e+00   0.000000e+00
## 1592            0.88100000     0.000000e+00   0.000000e+00
## 1593            0.43800000     1.910000e-01   5.400000e-02
## 1594            0.67962621     0.000000e+00   0.000000e+00
## 1595            0.00000000     0.000000e+00   0.000000e+00
## 1596            0.37000000     1.520000e-01   0.000000e+00
## 1597            1.14700000     4.500000e-02   0.000000e+00
## 1598            0.10200000     1.258692e-02   0.000000e+00
## 1599            0.59100000     0.000000e+00   0.000000e+00
## 1600            0.03100000     5.805806e-02   1.550500e-02
## 1601            0.14500000     1.210000e-01   8.000000e-03
## 1602            0.38100000     5.000000e-02   0.000000e+00
## 1603            0.37900000     5.000000e-02   0.000000e+00
## 1604            0.00000000     8.600000e-02   0.000000e+00
## 1605            0.43800000     1.910000e-01   5.400000e-02
## 1606            0.33400000     1.390000e-01   0.000000e+00
## 1607            0.10200000     1.258692e-02   0.000000e+00
## 1608            0.43700000     1.910000e-01   5.400000e-02
## 1609            0.11600000     1.160000e-01   0.000000e+00
## 1610            0.05600000     1.960000e-01   0.000000e+00
## 1611            0.36415489     0.000000e+00  -2.279427e-17
## 1612            0.43800000     1.910000e-01   5.400000e-02
## 1613            1.00300000     2.150000e-01   4.700000e-02
## 1614            1.00400000     2.150000e-01   4.700000e-02
## 1615            0.00000000     2.700000e-02   0.000000e+00
## 1616            0.00000000     0.000000e+00   0.000000e+00
## 1617            0.00000000     0.000000e+00   0.000000e+00
## 1618            0.01600000     0.000000e+00   0.000000e+00
## 1619            0.29300000     0.000000e+00   0.000000e+00
## 1620            0.43800000     1.910000e-01   5.400000e-02
## 1621            0.70900000     5.600000e-02   0.000000e+00
## 1622            0.00000000     0.000000e+00   0.000000e+00
## 1623            0.53500000     1.330000e-01   0.000000e+00
## 1624            0.00000000     0.000000e+00   0.000000e+00
## 1625            0.60100000     1.200000e-01   0.000000e+00
## 1626            0.98600000     0.000000e+00   0.000000e+00
## 1627            0.36400000     6.400000e-02   2.336333e-02
## 1628            0.63800000     1.650000e-01   3.722000e-02
## 1629            0.47200000     1.280000e-01   0.000000e+00
## 1630            0.10500000     5.200000e-02   5.200000e-02
## 1631            0.34691988     0.000000e+00   0.000000e+00
## 1632            0.69900000     6.767323e-03   0.000000e+00
## 1633            0.00000000     0.000000e+00   0.000000e+00
## 1634            0.40300000     0.000000e+00   0.000000e+00
## 1635            0.47400000     1.970000e-01   6.500000e-02
## 1636            0.00000000     0.000000e+00   0.000000e+00
## 1637            0.00000000     0.000000e+00   0.000000e+00
## 1638            0.00000000     0.000000e+00   0.000000e+00
## 1639            0.41200000     2.220000e-01   1.500000e-02
## 1640            0.63900000     1.650000e-01   3.722000e-02
## 1641            0.00000000     1.129652e-02   0.000000e+00
## 1642            0.00000000     0.000000e+00   0.000000e+00
## 1643            0.43200000     1.800000e-01   7.200000e-02
## 1644            0.60600000     0.000000e+00   4.300000e-02
## 1645            0.65900000     1.140000e-01   2.800000e-02
## 1646            0.00000000     0.000000e+00   0.000000e+00
## 1647            0.00000000     0.000000e+00   0.000000e+00
## 1648            0.65900000     1.140000e-01   2.800000e-02
## 1649            0.05000000     1.149446e-01   1.019333e-02
## 1650            0.00000000     0.000000e+00   0.000000e+00
## 1651            0.29800000     1.490000e-01   7.400000e-02
## 1652            0.70900000     5.600000e-02   0.000000e+00
## 1653            0.35300000     0.000000e+00   0.000000e+00
## 1654            0.34500000     4.200000e-01   1.033217e-01
## 1655            0.06100000     0.000000e+00   0.000000e+00
## 1656            0.23400000     2.340000e-01   0.000000e+00
## 1657            0.14900000     1.310000e-01   8.000000e-03
## 1658            0.64000000     1.600000e-01   0.000000e+00
## 1659            0.00000000     0.000000e+00   0.000000e+00
## 1660            0.82000000     4.100000e-01   0.000000e+00
## 1661            0.85500000     1.533670e-01   0.000000e+00
## 1662            0.00600000     6.500000e-02   0.000000e+00
## 1663            0.52200000     1.090000e-01   6.200000e-02
## 1664            0.00000000     0.000000e+00   0.000000e+00
## 1665            0.52300000     3.780000e-01   0.000000e+00
## 1666            0.00000000     2.900000e-01   2.900000e-02
## 1667            0.19300000     0.000000e+00   0.000000e+00
## 1668            0.02800000     8.400000e-02   0.000000e+00
## 1669            0.00000000     0.000000e+00   0.000000e+00
## 1670            1.42900000     9.500000e-02   0.000000e+00
## 1671            1.02100000     2.910000e-01   1.090000e-01
## 1672            0.22800000     2.280000e-01   0.000000e+00
## 1673            0.61500000     2.500000e-02   0.000000e+00
## 1674            0.53800000     1.450000e-01   7.000000e-02
## 1675            0.00000000     0.000000e+00   0.000000e+00
## 1676            0.00000000     0.000000e+00   0.000000e+00
## 1677            0.15100000     3.020000e-01   0.000000e+00
## 1678            0.00000000     0.000000e+00   0.000000e+00
## 1679            0.75100000     2.550000e-01   9.500000e-02
## 1680            0.91900000     2.290000e-01   2.800000e-02
## 1681            0.30900000     0.000000e+00   0.000000e+00
## 1682            0.44900000     2.650000e-01   3.400000e-02
## 1683            0.35800000     2.610000e-01   1.100000e-01
## 1684            0.76400000     0.000000e+00   0.000000e+00
## 1685            0.35800000     2.610000e-01   1.100000e-01
## 1686            0.55500000     0.000000e+00   1.540500e-02
## 1687            0.19200000     0.000000e+00   0.000000e+00
## 1688            0.00000000     0.000000e+00   0.000000e+00
## 1689            0.49300000     6.100000e-02   3.000000e-02
## 1690            0.42170110     0.000000e+00   0.000000e+00
## 1691            0.00000000     0.000000e+00   0.000000e+00
## 1692            0.37006688     1.117073e-01   0.000000e+00
## 1693            0.27300000     3.640000e-01   4.500000e-02
## 1694            0.73300000     1.040000e-01   5.302591e-02
## 1695            0.00000000     2.900000e-02   1.073000e-02
## 1696            0.00000000     0.000000e+00   0.000000e+00
## 1697            0.54400000     7.700000e-02   0.000000e+00
## 1698            0.00000000     0.000000e+00   0.000000e+00
## 1699            0.00000000     8.500000e-02   0.000000e+00
## 1700            1.38500000     0.000000e+00   4.600000e-02
## 1701            0.00000000     0.000000e+00   0.000000e+00
## 1702            0.84500000     2.550000e-01   9.500000e-02
## 1703            0.35300000     2.540000e-01   1.130000e-01
## 1704            0.73600000     2.560000e-01   9.600000e-02
## 1705            0.73300000     1.040000e-01   5.302591e-02
## 1706            0.00000000     0.000000e+00   0.000000e+00
## 1707            0.00000000     0.000000e+00   9.060000e-03
## 1708            0.00000000     0.000000e+00   0.000000e+00
## 1709            0.35300000     2.540000e-01   1.130000e-01
## 1710            0.00000000     0.000000e+00   0.000000e+00
## 1711            0.00000000     0.000000e+00   0.000000e+00
## 1712            0.00000000     0.000000e+00   0.000000e+00
## 1713            0.36146771     1.130915e-01   0.000000e+00
## 1714            0.31900000     2.660000e-01   7.356750e-02
## 1715            0.00000000     0.000000e+00   0.000000e+00
## 1716            0.14500000     2.910000e-01   0.000000e+00
## 1717            0.44100000     4.210000e-01   4.000000e-02
## 1718            0.00000000     0.000000e+00   1.050000e-03
## 1719            0.44400000     2.500000e-01   1.110000e-01
## 1720            0.23200000     1.139356e-01   0.000000e+00
## 1721            0.41200000     2.060000e-01   1.030000e-01
## 1722            0.00000000     0.000000e+00   4.090000e-03
## 1723            0.00000000     0.000000e+00   0.000000e+00
## 1724            0.03700000     0.000000e+00   0.000000e+00
##      capital_run_length_average capital_run_length_longest
## 1                      3.756000                   61.00000
## 2                      5.114000                  101.00000
## 3                      9.821000                   97.56615
## 4                      3.537000                   40.00000
## 5                      3.537000                   40.00000
## 6                      3.000000                   15.00000
## 7                      1.671000                    4.00000
## 8                      2.450000                   11.00000
## 9                      9.744000                  103.47625
## 10                     1.729000                   43.00000
## 11                     1.312000                    6.00000
## 12                     1.243000                   11.00000
## 13                     3.728000                   61.00000
## 14                     2.083000                    7.00000
## 15                     1.971000                   24.00000
## 16                     5.659000                   55.00000
## 17                     4.652000                   31.00000
## 18                     6.749311                   95.00000
## 19                     1.320000                    4.00000
## 20                     3.509000                   91.00000
## 21                     3.833000                    9.00000
## 22                     2.569000                   66.00000
## 23                     4.857000                   12.00000
## 24                     1.131000                    5.00000
## 25                     5.466000                   22.00000
## 26                     2.565000                   66.00000
## 27                     5.466000                   22.00000
## 28                     2.611000                   12.00000
## 29                     4.000000                   11.00000
## 30                     2.687000                   66.00000
## 31                     1.966000                   10.00000
## 32                     3.909000                   11.00000
## 33                     1.390000                   11.00000
## 34                     1.700000                    5.00000
## 35                     3.826000                   30.00000
## 36                     2.777000                    6.00000
## 37                     4.142000                   12.00000
## 38                     5.431000                   78.00000
## 39                     3.100000                   61.00000
## 40                     3.851000                  121.00000
## 41                     2.132000                   30.00000
## 42                     4.000000                   12.00000
## 43                     4.000000                   12.00000
## 44                     1.283000                    4.00000
## 45                     2.145000                   38.00000
## 46                     5.301000                  130.00000
## 47                     1.733000                   12.00000
## 48                     1.468000                    8.00000
## 49                     5.891000                  193.00000
## 50                     3.887000                   40.00000
## 51                     2.750000                   12.00000
## 52                     3.254000                   30.00000
## 53                     1.732000                   43.00000
## 54                     3.833000                   17.00000
## 55                     3.259000                   30.00000
## 56                     2.000000                   30.00000
## 57                     3.318000                   59.00000
## 58                     3.642000                    8.00000
## 59                     2.777000                   61.00000
## 60                     3.837000                  121.00000
## 61                     8.586000                   66.00000
## 62                     1.294000                   11.00000
## 63                     1.442000                    8.00000
## 64                     1.411000                   15.00000
## 65                     1.714000                   34.00000
## 66                     3.184000                   34.00000
## 67                     4.850000                   47.00000
## 68                     1.214000                    3.00000
## 69                     3.884000                   66.00000
## 70                     4.548000                   59.00000
## 71                     6.255302                   97.37876
## 72                     3.400000                   61.00000
## 73                     3.849000                  121.00000
## 74                     2.156000                   13.00000
## 75                     5.130000                   78.00000
## 76                     5.902227                   82.92350
## 77                     2.325000                   16.00000
## 78                     3.675000                   45.00000
## 79                     1.650000                   15.00000
## 80                     1.666000                    5.00000
## 81                     4.071000                   29.00000
## 82                     5.038000                   76.77533
## 83                     1.525000                    8.00000
## 84                     3.071000                    9.00000
## 85                     5.130000                   27.00000
## 86                     4.630000                   64.00000
## 87                     1.775000                   20.00000
## 88                     2.815000                   26.00000
## 89                     3.353000                  144.00000
## 90                     3.800000                   23.00000
## 91                     4.974000                  140.00000
## 92                     6.100000                  193.00000
## 93                     7.300000                  146.74000
## 94                     7.300000                  146.74000
## 95                     3.400000                   12.00000
## 96                     2.676000                   32.00000
## 97                     3.639000                   61.00000
## 98                     2.810000                   61.00000
## 99                     4.897000                   17.00000
## 100                    3.166000                   19.00000
## 101                    1.153000                    3.00000
## 102                   10.068000                  131.00000
## 103                    5.500000                   22.00000
## 104                   10.068000                  131.00000
## 105                    5.500000                   22.00000
## 106                   10.068000                  131.00000
## 107                    5.500000                   22.00000
## 108                    5.793000                   22.00000
## 109                    5.500000                   22.00000
## 110                    6.166000                   60.00000
## 111                    1.285000                    7.00000
## 112                    2.913000                   27.00000
## 113                    3.836000                   79.00000
## 114                    1.238000                    6.00000
## 115                    4.155000                   38.00000
## 116                    1.972000                   19.00000
## 117                    2.370000                   96.00000
## 118                    2.379000                   96.00000
## 119                    6.303558                  100.47776
## 120                    4.875000                  140.00000
## 121                    2.370000                   96.00000
## 122                    2.379000                   96.00000
## 123                    7.202000                  137.90000
## 124                    5.709000                  149.00000
## 125                    2.074000                   49.00000
## 126                    5.567000                  101.00000
## 127                    3.416000                   53.00000
## 128                   10.000000                   33.00000
## 129                    1.838000                   13.00000
## 130                    4.911103                   73.28245
## 131                    4.523000                   78.00000
## 132                    1.979000                   12.00000
## 133                    2.360000                   19.00000
## 134                    1.891000                   24.00000
## 135                    4.000000                   25.00000
## 136                    2.128000                   31.00000
## 137                    2.128000                   31.00000
## 138                    5.428000                   21.00000
## 139                    1.100000                    2.00000
## 140                    1.769000                   11.00000
## 141                    5.428000                   21.00000
## 142                    3.272000                   23.00000
## 143                    7.202000                  137.90000
## 144                    3.272000                   23.00000
## 145                    1.181000                    2.00000
## 146                    4.277000                   27.00000
## 147                    5.428000                   21.00000
## 148                    5.133000                  132.00000
## 149                    2.562000                   35.00000
## 150                    1.617000                   18.00000
## 151                    1.461000                   19.00000
## 152                    5.135000                  140.00000
## 153                    1.064000                    3.00000
## 154                    2.033000                   16.00000
## 155                    1.796000                   19.00000
## 156                    2.375000                   11.00000
## 157                    5.987472                  186.00000
## 158                    5.571000                   46.00000
## 159                    5.714000                  107.00000
## 160                    7.313000                   99.00000
## 161                    6.233000                   99.00000
## 162                    3.400000                   12.00000
## 163                    3.121000                   38.00000
## 164                    3.131000                   13.00000
## 165                    3.400000                   12.00000
## 166                    3.363000                   22.00000
## 167                    4.500000                   34.00000
## 168                    3.768000                   61.00000
## 169                    5.425000                  132.00000
## 170                   10.117000                   33.00000
## 171                    5.549000                   71.00000
## 172                    4.070000                   48.00000
## 173                    2.000000                   19.00000
## 174                    1.969000                   16.00000
## 175                    2.130000                   15.00000
## 176                    2.179000                   18.00000
## 177                    1.100000                    2.00000
## 178                    2.451000                   28.00000
## 179                    4.024000                  121.00000
## 180                    2.179000                   18.00000
## 181                    5.297000                   96.05345
## 182                    3.335000                   62.00000
## 183                    5.114000                  107.00000
## 184                    2.428000                   28.00000
## 185                    1.307000                    7.00000
## 186                    1.000000                    1.00000
## 187                    1.364000                   14.00000
## 188                    9.428000                   60.00000
## 189                    2.823000                   85.00000
## 190                    4.000000                   46.00000
## 191                    1.416000                    5.00000
## 192                    3.215000                   43.00000
## 193                    1.463000                   12.00000
## 194                    5.020000                  132.00000
## 195                    4.070000                   48.00000
## 196                    2.333000                   11.00000
## 197                    5.323000                   68.00000
## 198                    4.070000                   48.00000
## 199                    5.454000                   68.00000
## 200                    2.676000                   17.00000
## 201                    5.047000                  140.00000
## 202                    3.923000                   78.00000
## 203                    4.000000                   78.00000
## 204                    3.891000                   47.00000
## 205                    3.184000                   30.00000
## 206                    2.403000                   19.00000
## 207                    2.122000                   16.00000
## 208                    3.173000                   43.00000
## 209                    2.250000                   13.00000
## 210                    5.603619                  106.40519
## 211                    3.314000                   62.00000
## 212                    3.812000                   11.00000
## 213                    6.271792                  223.00000
## 214                    5.454000                   68.00000
## 215                    2.111000                   18.00000
## 216                    6.266000                   41.00000
## 217                    1.423000                   20.00000
## 218                    1.423000                   20.00000
## 219                    6.815000                  104.29750
## 220                    3.315000                   61.00000
## 221                    3.400000                   12.00000
## 222                    1.895000                   12.00000
## 223                    9.043000                   84.11698
## 224                    2.689000                   49.00000
## 225                    1.537000                   10.00000
## 226                    1.537000                   10.00000
## 227                    3.112000                   43.00000
## 228                    3.105000                   30.00000
## 229                    2.021000                   16.00000
## 230                    8.421746                  140.00000
## 231                    5.328000                   47.00000
## 232                    2.338000                   19.00000
## 233                    6.586000                  132.00000
## 234                    1.543000                   13.00000
## 235                    6.078151                   92.02274
## 236                    1.103000                    3.00000
## 237                    1.103000                    3.00000
## 238                    4.160000                   48.00000
## 239                    6.117214                  147.00000
## 240                    7.170000                   42.00000
## 241                    1.293000                    5.00000
## 242                    7.258000                   71.00000
## 243                    6.162944                  147.00000
## 244                    2.600000                   15.00000
## 245                    1.494000                   10.00000
## 246                   11.888000                  116.00000
## 247                    6.162944                  147.00000
## 248                    1.823000                   10.00000
## 249                    3.493000                   61.00000
## 250                    5.423000                   51.00000
## 251                    2.500000                   21.00000
## 252                    5.607000                   25.00000
## 253                    5.594000                  119.00000
## 254                    3.401000                   94.00000
## 255                    3.401000                   94.00000
## 256                    4.153000                   26.00000
## 257                    9.053453                  117.00000
## 258                    2.604000                   22.00000
## 259                    2.195000                   50.00000
## 260                    3.456000                   44.00000
## 261                    2.195000                   50.00000
## 262                    5.423000                   51.00000
## 263                    1.741000                   14.00000
## 264                    6.294000                  132.00000
## 265                    3.257000                   26.00000
## 266                    2.962000                   73.00000
## 267                    5.687000                   39.00000
## 268                    2.866000                   34.00000
## 269                    1.829000                    9.00000
## 270                    2.962000                   73.00000
## 271                    2.962000                   73.00000
## 272                    2.529000                    8.00000
## 273                    3.181000                   32.00000
## 274                    9.428000                   60.00000
## 275                    6.295228                  147.00000
## 276                    3.564000                   39.00000
## 277                    3.459000                   61.00000
## 278                    6.295228                  147.00000
## 279                    6.364000                  149.00000
## 280                    6.295228                  147.00000
## 281                    7.914032                  140.00000
## 282                    4.979000                   45.00000
## 283                    6.789000                  132.00000
## 284                    3.946000                   64.00000
## 285                    2.900000                   28.00000
## 286                    5.058000                   45.00000
## 287                    2.220000                   20.00000
## 288                    1.206000                    7.00000
## 289                    1.733000                   12.00000
## 290                    4.064000                   92.00000
## 291                    5.831855                   98.23774
## 292                    5.163000                   63.00000
## 293                    5.392000                  119.00000
## 294                    1.862000                   52.00000
## 295                    1.206000                   15.00000
## 296                    6.487000                   47.00000
## 297                    1.494000                   10.00000
## 298                    2.345000                   22.00000
## 299                    2.000000                   16.00000
## 300                    2.623000                   35.00000
## 301                    2.917000                   60.00000
## 302                    1.888000                    6.00000
## 303                    2.542000                   34.00000
## 304                    2.333000                   22.00000
## 305                    1.494000                   10.00000
## 306                    2.333000                   22.00000
## 307                    2.616000                   23.00000
## 308                    2.900000                   28.00000
## 309                    1.333000                   11.00000
## 310                    5.800000                   46.00000
## 311                    1.200000                    6.00000
## 312                    3.718000                   61.00000
## 313                    5.289000                   52.00000
## 314                    1.740000                   12.00000
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## 1651                 133.0000      1
## 1652                1123.0000      1
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## 1654                1008.4073      1
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## 1661                 353.0000      1
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## 1663                1076.8422      1
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## 1665                 897.0000      1
## 1666                 158.0000      1
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## 1670                 186.0000      1
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## 1672                 168.0000      1
## 1673                 186.0000      1
## 1674                1029.3684      1
## 1675                  99.0000      1
## 1676                 126.0000      1
## 1677                  47.0000      1
## 1678                 161.0000      1
## 1679                 712.0000      1
## 1680                 400.0000      1
## 1681                  32.0000      1
## 1682                 883.5713      1
## 1683                 979.0000      1
## 1684                 469.0000      1
## 1685                 981.0000      1
## 1686                 886.0000      1
## 1687                  49.0000      1
## 1688                  92.0000      1
## 1689                 253.0000      1
## 1690                  95.0000      1
## 1691                 162.0000      1
## 1692                 755.0000      1
## 1693                 352.0000      1
## 1694                1360.0000      1
## 1695                 208.0000      1
## 1696                  42.0000      1
## 1697                 111.0000      1
## 1698                  33.0000      1
## 1699                 247.0000      1
## 1700                 396.0000      1
## 1701                   7.0000      1
## 1702                 713.0000      1
## 1703                 966.0000      1
## 1704                 701.0000      1
## 1705                1360.0000      1
## 1706                  78.0000      1
## 1707                 255.0000      1
## 1708                  13.0000      1
## 1709                 968.0000      1
## 1710                 118.0000      1
## 1711                 153.0000      1
## 1712                 186.0000      1
## 1713                 768.0000      1
## 1714                1163.0000      1
## 1715                 240.0000      1
## 1716                  45.0000      1
## 1717                1449.0000      1
## 1718                  61.0000      1
## 1719                 929.0000      1
## 1720                  43.0000      1
## 1721                 237.0000      1
## 1722                 106.0000      1
## 1723                 241.0000      1
## 1724                 208.0000      1
##  [ reached getOption("max.print") -- omitted 2877 rows ]

Checking the miss forest imputation error

dfrSpamDatasetOutlier.imp$OOBerror
##     NRMSE       PFC 
## 0.2738461 0.0000000

**The imputed data has about 27% error.

Creating the imputed dataframe

dfrSpamDatasetImpute <- dfrSpamDatasetOutlier.imp$ximp
class(dfrSpamDatasetImpute)
## [1] "data.frame"
head(dfrSpamDatasetImpute)
##   word_freq_make word_freq_address word_freq_all word_freq_3d
## 1           0.00              0.64          0.64            0
## 2           0.21              0.28          0.50            0
## 3           0.06              0.00          0.71            0
## 4           0.00              0.00          0.00            0
## 5           0.00              0.00          0.00            0
## 6           0.00              0.00          0.00            0
##   word_freq_our word_freq_over word_freq_remove word_freq_internet
## 1          0.32           0.00             0.00       0.000000e+00
## 2          0.14           0.28             0.21       7.000000e-02
## 3          1.23           0.19             0.19       1.200000e-01
## 4          0.63           0.00             0.31       8.511667e-02
## 5          0.63           0.00             0.31       8.511667e-02
## 6          1.85           0.00             0.00      -5.607320e-16
##   word_freq_order word_freq_mail word_freq_receive word_freq_will
## 1            0.00           0.00              0.00           0.64
## 2            0.00           0.94              0.21           0.79
## 3            0.64           0.25              0.38           0.45
## 4            0.31           0.63              0.31           0.31
## 5            0.31           0.63              0.31           0.31
## 6            0.00           0.00              0.00           0.00
##   word_freq_people word_freq_report word_freq_addresses word_freq_free
## 1        0.0000000            0.000              0.0000           0.32
## 2        0.2576353            0.007              0.1400           0.14
## 3        0.1200000            0.000              0.0332           0.06
## 4        0.3100000            0.000              0.0000           0.31
## 5        0.3100000            0.000              0.0000           0.31
## 6        0.0000000            0.000              0.0000           0.00
##   word_freq_business word_freq_email word_freq_you word_freq_credit
## 1               0.00       0.5399817          1.93             0.00
## 2               0.07       0.2800000          3.47             0.00
## 3               0.06       1.0300000          1.36             0.32
## 4               0.00       0.0000000          3.18             0.00
## 5               0.00       0.0000000          3.18             0.00
## 6               0.00       0.0000000          0.00             0.00
##   word_freq_your word_freq_font word_freq_000 word_freq_money word_freq_hp
## 1           0.96              0     0.0000000            0.00            0
## 2           1.59              0     0.4300000            0.43            0
## 3           0.51              0     0.2671667            0.06            0
## 4           0.31              0     0.0000000            0.00            0
## 5           0.31              0     0.0000000            0.00            0
## 6           0.00              0     0.0000000            0.00            0
##   word_freq_hpl word_freq_george word_freq_650 word_freq_lab
## 1             0                0             0             0
## 2             0                0             0             0
## 3             0                0             0             0
## 4             0                0             0             0
## 5             0                0             0             0
## 6             0                0             0             0
##   word_freq_labs word_freq_telnet word_freq_857 word_freq_data
## 1              0                0             0              0
## 2              0                0             0              0
## 3              0                0             0              0
## 4              0                0             0              0
## 5              0                0             0              0
## 6              0                0             0              0
##   word_freq_415 word_freq_85 word_freq_technology word_freq_1999
## 1             0            0                    0           0.00
## 2             0            0                    0           0.07
## 3             0            0                    0           0.00
## 4             0            0                    0           0.00
## 5             0            0                    0           0.00
## 6             0            0                    0           0.00
##   word_freq_parts word_freq_pm word_freq_direct word_freq_cs
## 1               0            0             0.00            0
## 2               0            0             0.00            0
## 3               0            0             0.06            0
## 4               0            0             0.00            0
## 5               0            0             0.00            0
## 6               0            0             0.00            0
##   word_freq_meeting word_freq_original word_freq_project word_freq_re
## 1                 0               0.00                 0         0.00
## 2                 0               0.00                 0         0.00
## 3                 0               0.12                 0         0.06
## 4                 0               0.00                 0         0.00
## 5                 0               0.00                 0         0.00
## 6                 0               0.00                 0         0.00
##   word_freq_edu word_freq_table word_freq_conference char_freq_semicolon
## 1          0.00               0                    0                0.00
## 2          0.00               0                    0                0.00
## 3          0.06               0                    0                0.01
## 4          0.00               0                    0                0.00
## 5          0.00               0                    0                0.00
## 6          0.00               0                    0                0.00
##   char_freq_openbracket char_freq_openboxbracket char_freq_exclamation
## 1                 0.000                        0                 0.778
## 2                 0.132                        0                 0.372
## 3                 0.143                        0                 0.276
## 4                 0.137                        0                 0.137
## 5                 0.135                        0                 0.135
## 6                 0.223                        0                 0.000
##   char_freq_dollar char_freq_hash capital_run_length_average
## 1            0.000          0.000                      3.756
## 2            0.180          0.048                      5.114
## 3            0.184          0.010                      9.821
## 4            0.000          0.000                      3.537
## 5            0.000          0.000                      3.537
## 6            0.000          0.000                      3.000
##   capital_run_length_longest capital_run_length_total status
## 1                   61.00000                   278.00      1
## 2                  101.00000                  1028.00      1
## 3                   97.56615                  1032.11      1
## 4                   40.00000                   191.00      1
## 5                   40.00000                   191.00      1
## 6                   15.00000                    54.00      1

Missing Data

lapply(dfrSpamDatasetImpute, FUN=detectNA)
## $word_freq_make
## [1] 0
## 
## $word_freq_address
## [1] 0
## 
## $word_freq_all
## [1] 0
## 
## $word_freq_3d
## [1] 0
## 
## $word_freq_our
## [1] 0
## 
## $word_freq_over
## [1] 0
## 
## $word_freq_remove
## [1] 0
## 
## $word_freq_internet
## [1] 0
## 
## $word_freq_order
## [1] 0
## 
## $word_freq_mail
## [1] 0
## 
## $word_freq_receive
## [1] 0
## 
## $word_freq_will
## [1] 0
## 
## $word_freq_people
## [1] 0
## 
## $word_freq_report
## [1] 0
## 
## $word_freq_addresses
## [1] 0
## 
## $word_freq_free
## [1] 0
## 
## $word_freq_business
## [1] 0
## 
## $word_freq_email
## [1] 0
## 
## $word_freq_you
## [1] 0
## 
## $word_freq_credit
## [1] 0
## 
## $word_freq_your
## [1] 0
## 
## $word_freq_font
## [1] 0
## 
## $word_freq_000
## [1] 0
## 
## $word_freq_money
## [1] 0
## 
## $word_freq_hp
## [1] 0
## 
## $word_freq_hpl
## [1] 0
## 
## $word_freq_george
## [1] 0
## 
## $word_freq_650
## [1] 0
## 
## $word_freq_lab
## [1] 0
## 
## $word_freq_labs
## [1] 0
## 
## $word_freq_telnet
## [1] 0
## 
## $word_freq_857
## [1] 0
## 
## $word_freq_data
## [1] 0
## 
## $word_freq_415
## [1] 0
## 
## $word_freq_85
## [1] 0
## 
## $word_freq_technology
## [1] 0
## 
## $word_freq_1999
## [1] 0
## 
## $word_freq_parts
## [1] 0
## 
## $word_freq_pm
## [1] 0
## 
## $word_freq_direct
## [1] 0
## 
## $word_freq_cs
## [1] 0
## 
## $word_freq_meeting
## [1] 0
## 
## $word_freq_original
## [1] 0
## 
## $word_freq_project
## [1] 0
## 
## $word_freq_re
## [1] 0
## 
## $word_freq_edu
## [1] 0
## 
## $word_freq_table
## [1] 0
## 
## $word_freq_conference
## [1] 0
## 
## $char_freq_semicolon
## [1] 0
## 
## $char_freq_openbracket
## [1] 0
## 
## $char_freq_openboxbracket
## [1] 0
## 
## $char_freq_exclamation
## [1] 0
## 
## $char_freq_dollar
## [1] 0
## 
## $char_freq_hash
## [1] 0
## 
## $capital_run_length_average
## [1] 0
## 
## $capital_run_length_longest
## [1] 0
## 
## $capital_run_length_total
## [1] 0
## 
## $status
## [1] 0

Result
Therefore we see that the imputed dataframe as 0 NA values.

Dataframe Stucture

str(dfrSpamDatasetImpute)
## 'data.frame':    4601 obs. of  58 variables:
##  $ word_freq_make            : num  0 0.21 0.06 0 0 0 0 0 0.15 0.06 ...
##  $ word_freq_address         : num  0.64 0.28 0 0 0 0 0 0 0 0.12 ...
##  $ word_freq_all             : num  0.64 0.5 0.71 0 0 0 0 0 0.46 0.77 ...
##  $ word_freq_3d              : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ word_freq_our             : num  0.32 0.14 1.23 0.63 0.63 1.85 1.92 1.88 0.61 0.19 ...
##  $ word_freq_over            : num  0 0.28 0.19 0 0 0 0 0 0 0.32 ...
##  $ word_freq_remove          : num  0 0.21 0.19 0.31 0.31 0 0 0 0.3 0.38 ...
##  $ word_freq_internet        : num  0 0.07 0.12 0.0851 0.0851 ...
##  $ word_freq_order           : num  0 0 0.64 0.31 0.31 ...
##  $ word_freq_mail            : num  0 0.94 0.25 0.63 0.63 0 0.64 0 0.76 0 ...
##  $ word_freq_receive         : num  0 0.21 0.38 0.31 0.31 ...
##  $ word_freq_will            : num  0.64 0.79 0.45 0.31 0.31 0 1.28 0 0.92 0.64 ...
##  $ word_freq_people          : num  0 0.258 0.12 0.31 0.31 ...
##  $ word_freq_report          : num  0 0.007 0 0 0 0 0 0 0 0 ...
##  $ word_freq_addresses       : num  0 0.14 0.0332 0 0 0 0 0 0 0.12 ...
##  $ word_freq_free            : num  0.32 0.14 0.06 0.31 0.31 0 0.96 0 0 0 ...
##  $ word_freq_business        : num  0 0.07 0.06 0 0 0 0 0 0 0 ...
##  $ word_freq_email           : num  0.54 0.28 1.03 0 0 ...
##  $ word_freq_you             : num  1.93 3.47 1.36 3.18 3.18 0 3.85 0 1.23 1.67 ...
##  $ word_freq_credit          : num  0 0 0.32 0 0 0 0 0 0.0304 0.06 ...
##  $ word_freq_your            : num  0.96 1.59 0.51 0.31 0.31 0 0.64 0 2 0.71 ...
##  $ word_freq_font            : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ word_freq_000             : num  0 0.43 0.267 0 0 ...
##  $ word_freq_money           : num  0 0.43 0.06 0 0 0 0 0 0.15 0 ...
##  $ word_freq_hp              : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ word_freq_hpl             : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ word_freq_george          : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ word_freq_650             : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ word_freq_lab             : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ word_freq_labs            : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ word_freq_telnet          : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ word_freq_857             : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ word_freq_data            : num  0 0 0 0 0 0 0 0 0.15 0 ...
##  $ word_freq_415             : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ word_freq_85              : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ word_freq_technology      : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ word_freq_1999            : num  0 0.07 0 0 0 0 0 0 0 0 ...
##  $ word_freq_parts           : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ word_freq_pm              : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ word_freq_direct          : num  0 0 0.06 0 0 0 0 0 0 0 ...
##  $ word_freq_cs              : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ word_freq_meeting         : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ word_freq_original        : num  0 0 0.12 0 0 ...
##  $ word_freq_project         : num  0 0 0 0 0 0 0 0 0 0.06 ...
##  $ word_freq_re              : num  0 0 0.06 0 0 0 0 0 0 0 ...
##  $ word_freq_edu             : num  0 0 0.06 0 0 0 0 0 0 0 ...
##  $ word_freq_table           : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ word_freq_conference      : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ char_freq_semicolon       : num  0 0 0.01 0 0 0 0 0 0 0.04 ...
##  $ char_freq_openbracket     : num  0 0.132 0.143 0.137 0.135 0.223 0.054 0.206 0.271 0.03 ...
##  $ char_freq_openboxbracket  : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ char_freq_exclamation     : num  0.778 0.372 0.276 0.137 0.135 0 0.164 0 0.181 0.244 ...
##  $ char_freq_dollar          : num  0 0.18 0.184 0 0 0 0.054 0 0.203 0.081 ...
##  $ char_freq_hash            : num  0 0.048 0.01 0 0 0 0 0 0.022 0 ...
##  $ capital_run_length_average: num  3.76 5.11 9.82 3.54 3.54 ...
##  $ capital_run_length_longest: num  61 101 97.6 40 40 ...
##  $ capital_run_length_total  : num  278 1028 1032 191 191 ...
##  $ status                    : Factor w/ 2 levels "0","1": 2 2 2 2 2 2 2 2 2 2 ...

Dataframe Summary

lapply(dfrSpamDatasetImpute, FUN=summary)
## $word_freq_make
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
## 0.00000 0.00000 0.00000 0.05145 0.00000 0.65000 
## 
## $word_freq_address
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
## 0.00000 0.00000 0.00000 0.04686 0.00000 0.67000 
## 
## $word_freq_all
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.0000  0.0000  0.0000  0.2375  0.3800  1.8800 
## 
## $word_freq_3d
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##       0       0       0       0       0       0 
## 
## $word_freq_our
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##   0.000   0.000   0.000   0.241   0.350   2.060 
## 
## $word_freq_over
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
## 0.00000 0.00000 0.00000 0.05261 0.00000 0.63000 
## 
## $word_freq_remove
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
## 0.00000 0.00000 0.00000 0.04605 0.00000 0.74000 
## 
## $word_freq_internet
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
## 0.00000 0.00000 0.00000 0.03963 0.00000 0.60000 
## 
## $word_freq_order
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
## 0.00000 0.00000 0.00000 0.04593 0.00000 0.65000 
## 
## $word_freq_mail
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.0000  0.0000  0.0000  0.1582  0.1100  1.5700 
## 
## $word_freq_receive
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
## 0.00000 0.00000 0.00000 0.02455 0.00000 0.38000 
## 
## $word_freq_will
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.0000  0.0000  0.0900  0.4719  0.7600  3.3800 
## 
## $word_freq_people
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.0000  0.0000  0.0000  0.0434  0.0000  0.6100 
## 
## $word_freq_report
##     Min.  1st Qu.   Median     Mean  3rd Qu.     Max. 
## 0.000000 0.000000 0.000000 0.003484 0.000000 0.200000 
## 
## $word_freq_addresses
##     Min.  1st Qu.   Median     Mean  3rd Qu.     Max. 
## 0.000000 0.000000 0.000000 0.003249 0.000000 0.170000 
## 
## $word_freq_free
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.0000  0.0000  0.0000  0.1318  0.0833  1.4900 
## 
## $word_freq_business
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
## 0.00000 0.00000 0.00000 0.06608 0.00000 0.82000 
## 
## $word_freq_email
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
## 0.00000 0.00000 0.00000 0.09462 0.00000 1.21000 
## 
## $word_freq_you
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##   0.000   0.000   1.310   1.626   2.630   8.690 
## 
## $word_freq_credit
##     Min.  1st Qu.   Median     Mean  3rd Qu.     Max. 
## 0.000000 0.000000 0.000000 0.008556 0.000000 0.320000 
## 
## $word_freq_your
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.0000  0.0000  0.2200  0.7408  1.2500  5.0600 
## 
## $word_freq_font
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##       0       0       0       0       0       0 
## 
## $word_freq_000
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
## 0.00000 0.00000 0.00000 0.04391 0.00000 0.73000 
## 
## $word_freq_money
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
## 0.00000 0.00000 0.00000 0.03757 0.00000 0.57000 
## 
## $word_freq_hp
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.0000  0.0000  0.0000  0.2985  0.0000  3.0600 
## 
## $word_freq_hpl
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##   0.000   0.000   0.000   0.129   0.000   1.690 
## 
## $word_freq_george
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.0000  0.0000  0.0000  0.1323  0.0000  2.7300 
## 
## $word_freq_650
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
## 0.00000 0.00000 0.00000 0.03418 0.00000 0.80000 
## 
## $word_freq_lab
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.0000  0.0000  0.0000  0.0157  0.0000  0.5000 
## 
## $word_freq_labs
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
## 0.00000 0.00000 0.00000 0.02668 0.00000 0.66000 
## 
## $word_freq_telnet
##     Min.  1st Qu.   Median     Mean  3rd Qu.     Max. 
## 0.000000 0.000000 0.000000 0.006039 0.000000 0.280000 
## 
## $word_freq_857
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##       0       0       0       0       0       0 
## 
## $word_freq_data
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
## 0.00000 0.00000 0.00000 0.01092 0.00000 0.45000 
## 
## $word_freq_415
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##       0       0       0       0       0       0 
## 
## $word_freq_85
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
## 0.00000 0.00000 0.00000 0.02954 0.00000 0.62000 
## 
## $word_freq_technology
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
## 0.00000 0.00000 0.00000 0.03315 0.00000 0.65000 
## 
## $word_freq_1999
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
## 0.00000 0.00000 0.00000 0.06519 0.00000 0.93000 
## 
## $word_freq_parts
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##       0       0       0       0       0       0 
## 
## $word_freq_pm
##     Min.  1st Qu.   Median     Mean  3rd Qu.     Max. 
## 0.000000 0.000000 0.000000 0.009817 0.000000 0.490000 
## 
## $word_freq_direct
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
## 0.00000 0.00000 0.00000 0.01108 0.00000 0.36000 
## 
## $word_freq_cs
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##       0       0       0       0       0       0 
## 
## $word_freq_meeting
##     Min.  1st Qu.   Median     Mean  3rd Qu.     Max. 
## 0.000000 0.000000 0.000000 0.006437 0.000000 0.540000 
## 
## $word_freq_original
##     Min.  1st Qu.   Median     Mean  3rd Qu.     Max. 
## 0.000000 0.000000 0.000000 0.006668 0.000000 0.270000 
## 
## $word_freq_project
##     Min.  1st Qu.   Median     Mean  3rd Qu.     Max. 
## 0.000000 0.000000 0.000000 0.002306 0.000000 0.240000 
## 
## $word_freq_re
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.0000  0.0000  0.0000  0.1441  0.0600  1.5600 
## 
## $word_freq_edu
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
## 0.00000 0.00000 0.00000 0.03054 0.00000 1.02000 
## 
## $word_freq_table
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##       0       0       0       0       0       0 
## 
## $word_freq_conference
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##       0       0       0       0       0       0 
## 
## $char_freq_semicolon
##     Min.  1st Qu.   Median     Mean  3rd Qu.     Max. 
## 0.000000 0.000000 0.000000 0.009133 0.000000 0.172000 
## 
## $char_freq_openbracket
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.0000  0.0000  0.0640  0.1209  0.1840  0.8020 
## 
## $char_freq_openboxbracket
##     Min.  1st Qu.   Median     Mean  3rd Qu.     Max. 
## 0.000000 0.000000 0.000000 0.003683 0.000000 0.093000 
## 
## $char_freq_exclamation
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.0000  0.0000  0.0000  0.1964  0.3050  1.5660 
## 
## $char_freq_dollar
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
## 0.00000 0.00000 0.00000 0.04504 0.04600 0.45200 
## 
## $char_freq_hash
##     Min.  1st Qu.   Median     Mean  3rd Qu.     Max. 
## 0.000000 0.000000 0.000000 0.007658 0.000000 0.147000 
## 
## $capital_run_length_average
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##   1.000   1.588   2.276   2.934   3.702  11.960 
## 
## $capital_run_length_longest
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##    1.00    6.00   15.00   31.75   43.00  235.00 
## 
## $capital_run_length_total
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##     1.0    35.0    95.0   225.9   264.0  1561.0 
## 
## $status
##    0    1 
## 2788 1813

Check output

dfrQltyFreq <- summarise(group_by(dfrSpamDatasetImpute, status), count=n())
# boxplot of mpg by car cylinders
ggplot(dfrQltyFreq, aes(x=status, y=count)) +
    geom_bar(stat="identity", aes(fill=count)) +
    labs(title="Spam mail status Frequency Distribution") +
    labs(x="Status") +
    labs(y="Counts")

Find Corelations

## find correlations
vcnCorsData <- abs(sapply(colnames(dfrSpamDatasetImpute), detectCor))
summary(vcnCorsData)
##     Min.  1st Qu.   Median     Mean  3rd Qu.     Max. 
## 0.002525 0.148800 0.253300 0.276900 0.354700 1.000000

Show Corelations

vcnCorsData
##             word_freq_make          word_freq_address 
##                 0.24069974                 0.29750940 
##              word_freq_all               word_freq_3d 
##                 0.33283147                 0.09077776 
##              word_freq_our             word_freq_over 
##                 0.40913946                 0.31864550 
##           word_freq_remove         word_freq_internet 
##                 0.51877779                 0.34379623 
##            word_freq_order             word_freq_mail 
##                 0.30073703                 0.29682394 
##          word_freq_receive             word_freq_will 
##                 0.35496682                 0.14847653 
##           word_freq_people           word_freq_report 
##                 0.21287588                 0.14977533 
##        word_freq_addresses             word_freq_free 
##                 0.26515743                 0.50416922 
##         word_freq_business            word_freq_email 
##                 0.35290749                 0.29909391 
##              word_freq_you           word_freq_credit 
##                 0.36110406                 0.32418657 
##             word_freq_your             word_freq_font 
##                 0.50159062                 0.13797471 
##              word_freq_000            word_freq_money 
##                 0.42580256                 0.47215455 
##               word_freq_hp              word_freq_hpl 
##                 0.39981558                 0.34188069 
##           word_freq_george              word_freq_650 
##                 0.35393063                 0.22619064 
##              word_freq_lab             word_freq_labs 
##                 0.22068802                 0.24580530 
##           word_freq_telnet              word_freq_857 
##                 0.20467400                 0.16983798 
##             word_freq_data              word_freq_415 
##                 0.15756347                 0.15802818 
##               word_freq_85       word_freq_technology 
##                 0.21413087                 0.16680254 
##             word_freq_1999            word_freq_parts 
##                 0.26070752                 0.00252536 
##               word_freq_pm           word_freq_direct 
##                 0.14721389                 0.02813193 
##               word_freq_cs          word_freq_meeting 
##                 0.14453750                 0.19574176 
##         word_freq_original          word_freq_project 
##                 0.10781412                 0.14453744 
##               word_freq_re              word_freq_edu 
##                 0.07176763                 0.19702549 
##            word_freq_table       word_freq_conference 
##                 0.02266674                 0.13903044 
##        char_freq_semicolon      char_freq_openbracket 
##                 0.05683530                 0.03263555 
##   char_freq_openboxbracket      char_freq_exclamation 
##                 0.11122690                 0.59785363 
##           char_freq_dollar             char_freq_hash 
##                 0.56563314                 0.26668614 
## capital_run_length_average capital_run_length_longest 
##                 0.48794983                 0.51515693 
##   capital_run_length_total                     status 
##                 0.44397367                 1.00000000

Plot Corelations

corrgram(dfrSpamDatasetImpute)
## Warning in cor(x, use = "pairwise.complete.obs", method = cor.method): the
## standard deviation is zero
## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

## Warning in cor(x, y, use = "pair", method = cor.method): the standard
## deviation is zero

High Corelations

vcnCorsData[vcnCorsData>0.8]
## status 
##      1

Observations
1. We see that the high correlation for the dependent variable exist only with itself.

Dataset Split

set.seed(707)
vctTrnRecs <- createDataPartition(y=dfrSpamDatasetImpute$status, p=0.8, list=FALSE)
dfrSpamTrnDataImpute <- dfrSpamDatasetImpute[vctTrnRecs,]
dfrSpamTstDataImpute <- dfrSpamDatasetImpute[-vctTrnRecs,]

Training Dataset RowCount & ColCount

dim(dfrSpamTrnDataImpute)
## [1] 3682   58

Testing Dataset RowCount & ColCount

dim(dfrSpamTstDataImpute)
## [1] 919  58

Training Dataset Head

head(dfrSpamTrnData)
##   word_freq_make word_freq_address word_freq_all word_freq_3d
## 1           0.00              0.64          0.64            0
## 2           0.21              0.28          0.50            0
## 6           0.00              0.00          0.00            0
## 7           0.00              0.00          0.00            0
## 8           0.00              0.00          0.00            0
## 9           0.15              0.00          0.46            0
##   word_freq_our word_freq_over word_freq_remove word_freq_internet
## 1          0.32           0.00             0.00               0.00
## 2          0.14           0.28             0.21               0.07
## 6          1.85           0.00             0.00               1.85
## 7          1.92           0.00             0.00               0.00
## 8          1.88           0.00             0.00               1.88
## 9          0.61           0.00             0.30               0.00
##   word_freq_order word_freq_mail word_freq_receive word_freq_will
## 1            0.00           0.00              0.00           0.64
## 2            0.00           0.94              0.21           0.79
## 6            0.00           0.00              0.00           0.00
## 7            0.00           0.64              0.96           1.28
## 8            0.00           0.00              0.00           0.00
## 9            0.92           0.76              0.76           0.92
##   word_freq_people word_freq_report word_freq_addresses word_freq_free
## 1             0.00             0.00                0.00           0.32
## 2             0.65             0.21                0.14           0.14
## 6             0.00             0.00                0.00           0.00
## 7             0.00             0.00                0.00           0.96
## 8             0.00             0.00                0.00           0.00
## 9             0.00             0.00                0.00           0.00
##   word_freq_business word_freq_email word_freq_you word_freq_credit
## 1               0.00            1.29          1.93             0.00
## 2               0.07            0.28          3.47             0.00
## 6               0.00            0.00          0.00             0.00
## 7               0.00            0.32          3.85             0.00
## 8               0.00            0.00          0.00             0.00
## 9               0.00            0.15          1.23             3.53
##   word_freq_your word_freq_font word_freq_000 word_freq_money word_freq_hp
## 1           0.96              0          0.00            0.00            0
## 2           1.59              0          0.43            0.43            0
## 6           0.00              0          0.00            0.00            0
## 7           0.64              0          0.00            0.00            0
## 8           0.00              0          0.00            0.00            0
## 9           2.00              0          0.00            0.15            0
##   word_freq_hpl word_freq_george word_freq_650 word_freq_lab
## 1             0                0             0             0
## 2             0                0             0             0
## 6             0                0             0             0
## 7             0                0             0             0
## 8             0                0             0             0
## 9             0                0             0             0
##   word_freq_labs word_freq_telnet word_freq_857 word_freq_data
## 1              0                0             0           0.00
## 2              0                0             0           0.00
## 6              0                0             0           0.00
## 7              0                0             0           0.00
## 8              0                0             0           0.00
## 9              0                0             0           0.15
##   word_freq_415 word_freq_85 word_freq_technology word_freq_1999
## 1             0            0                    0           0.00
## 2             0            0                    0           0.07
## 6             0            0                    0           0.00
## 7             0            0                    0           0.00
## 8             0            0                    0           0.00
## 9             0            0                    0           0.00
##   word_freq_parts word_freq_pm word_freq_direct word_freq_cs
## 1               0            0                0            0
## 2               0            0                0            0
## 6               0            0                0            0
## 7               0            0                0            0
## 8               0            0                0            0
## 9               0            0                0            0
##   word_freq_meeting word_freq_original word_freq_project word_freq_re
## 1                 0                0.0                 0            0
## 2                 0                0.0                 0            0
## 6                 0                0.0                 0            0
## 7                 0                0.0                 0            0
## 8                 0                0.0                 0            0
## 9                 0                0.3                 0            0
##   word_freq_edu word_freq_table word_freq_conference char_freq_semicolon
## 1             0               0                    0                   0
## 2             0               0                    0                   0
## 6             0               0                    0                   0
## 7             0               0                    0                   0
## 8             0               0                    0                   0
## 9             0               0                    0                   0
##   char_freq_openbracket char_freq_openboxbracket char_freq_exclamation
## 1                 0.000                        0                 0.778
## 2                 0.132                        0                 0.372
## 6                 0.223                        0                 0.000
## 7                 0.054                        0                 0.164
## 8                 0.206                        0                 0.000
## 9                 0.271                        0                 0.181
##   char_freq_dollar char_freq_hash capital_run_length_average
## 1            0.000          0.000                      3.756
## 2            0.180          0.048                      5.114
## 6            0.000          0.000                      3.000
## 7            0.054          0.000                      1.671
## 8            0.000          0.000                      2.450
## 9            0.203          0.022                      9.744
##   capital_run_length_longest capital_run_length_total status
## 1                         61                      278      1
## 2                        101                     1028      1
## 6                         15                       54      1
## 7                          4                      112      1
## 8                         11                       49      1
## 9                        445                     1257      1

Testing Dataset Head

head(dfrSpamTstDataImpute)
##    word_freq_make word_freq_address word_freq_all word_freq_3d
## 3            0.06         0.0000000          0.71            0
## 4            0.00         0.0000000          0.00            0
## 5            0.00         0.0000000          0.00            0
## 13           0.00         0.2052632          0.34            0
## 14           0.00         0.0000000          0.00            0
## 23           0.00         0.0000000          0.00            0
##    word_freq_our word_freq_over word_freq_remove word_freq_internet
## 3     1.23000000           0.19          0.19000         0.12000000
## 4     0.63000000           0.00          0.31000         0.08511667
## 5     0.63000000           0.00          0.31000         0.08511667
## 13    0.34000000           0.00          0.00000         0.00000000
## 14    0.90000000           0.00          0.03986         0.00000000
## 23    0.02184527           0.00          0.00000         0.00000000
##    word_freq_order word_freq_mail word_freq_receive word_freq_will
## 3             0.64           0.25      3.800000e-01           0.45
## 4             0.31           0.63      3.100000e-01           0.31
## 5             0.31           0.63      3.100000e-01           0.31
## 13            0.00           0.00      0.000000e+00           0.69
## 14            0.00           0.90     -1.872114e-16           0.00
## 23            0.00           0.00      0.000000e+00           0.00
##    word_freq_people word_freq_report word_freq_addresses word_freq_free
## 3      1.200000e-01                0              0.0332     0.06000000
## 4      3.100000e-01                0              0.0000     0.31000000
## 5      3.100000e-01                0              0.0000     0.31000000
## 13     0.000000e+00                0              0.0000     0.34000000
## 14    -1.383615e-16                0              0.0000     0.00000000
## 23     0.000000e+00                0              0.0000     0.05308898
##    word_freq_business word_freq_email word_freq_you word_freq_credit
## 3                0.06       1.0300000          1.36             0.32
## 4                0.00       0.0000000          3.18             0.00
## 5                0.00       0.0000000          3.18             0.00
## 13               0.00       0.3729318          2.09             0.00
## 14               0.00       0.0000000          2.72             0.00
## 23               0.00       0.0000000          0.00             0.00
##    word_freq_your word_freq_font word_freq_000 word_freq_money
## 3            0.51              0     0.2671667            0.06
## 4            0.31              0     0.0000000            0.00
## 5            0.31              0     0.0000000            0.00
## 13           1.04              0     0.0000000            0.00
## 14           0.90              0     0.0000000            0.00
## 23           0.00              0     0.0000000            0.00
##    word_freq_hp word_freq_hpl word_freq_george word_freq_650 word_freq_lab
## 3             0             0                0             0             0
## 4             0             0                0             0             0
## 5             0             0                0             0             0
## 13            0             0                0             0             0
## 14            0             0                0             0             0
## 23            0             0                0             0             0
##    word_freq_labs word_freq_telnet word_freq_857 word_freq_data
## 3               0                0             0              0
## 4               0                0             0              0
## 5               0                0             0              0
## 13              0                0             0              0
## 14              0                0             0              0
## 23              0                0             0              0
##    word_freq_415 word_freq_85 word_freq_technology word_freq_1999
## 3              0            0                    0              0
## 4              0            0                    0              0
## 5              0            0                    0              0
## 13             0            0                    0              0
## 14             0            0                    0              0
## 23             0            0                    0              0
##    word_freq_parts word_freq_pm word_freq_direct word_freq_cs
## 3                0            0             0.06            0
## 4                0            0             0.00            0
## 5                0            0             0.00            0
## 13               0            0             0.00            0
## 14               0            0             0.00            0
## 23               0            0             0.00            0
##    word_freq_meeting word_freq_original word_freq_project word_freq_re
## 3                  0               0.12                 0         0.06
## 4                  0               0.00                 0         0.00
## 5                  0               0.00                 0         0.00
## 13                 0               0.00                 0         0.00
## 14                 0               0.00                 0         0.00
## 23                 0               0.00                 0         0.00
##    word_freq_edu word_freq_table word_freq_conference char_freq_semicolon
## 3           0.06               0                    0             0.01000
## 4           0.00               0                    0             0.00000
## 5           0.00               0                    0             0.00000
## 13          0.00               0                    0             0.00000
## 14          0.00               0                    0             0.00000
## 23          0.00               0                    0             0.00125
##    char_freq_openbracket char_freq_openboxbracket char_freq_exclamation
## 3                  0.143                        0                 0.276
## 4                  0.137                        0                 0.137
## 5                  0.135                        0                 0.135
## 13                 0.056                        0                 0.786
## 14                 0.000                        0                 0.000
## 23                 0.404                        0                 0.809
##    char_freq_dollar char_freq_hash capital_run_length_average
## 3             0.184           0.01                      9.821
## 4             0.000           0.00                      3.537
## 5             0.000           0.00                      3.537
## 13            0.000           0.00                      3.728
## 14            0.000           0.00                      2.083
## 23            0.000           0.00                      4.857
##    capital_run_length_longest capital_run_length_total status
## 3                    97.56615                  1032.11      1
## 4                    40.00000                   191.00      1
## 5                    40.00000                   191.00      1
## 13                   61.00000                   261.00      1
## 14                    7.00000                    25.00      1
## 23                   12.00000                    34.00      1

Training Dataset Summary

lapply(dfrSpamTrnDataImpute, FUN=summary)
## $word_freq_make
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
## 0.00000 0.00000 0.00000 0.05221 0.00000 0.65000 
## 
## $word_freq_address
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
## 0.00000 0.00000 0.00000 0.04663 0.00000 0.67000 
## 
## $word_freq_all
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.0000  0.0000  0.0000  0.2373  0.3800  1.8800 
## 
## $word_freq_3d
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##       0       0       0       0       0       0 
## 
## $word_freq_our
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.0000  0.0000  0.0000  0.2392  0.3400  2.0600 
## 
## $word_freq_over
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
## 0.00000 0.00000 0.00000 0.05273 0.00000 0.63000 
## 
## $word_freq_remove
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
## 0.00000 0.00000 0.00000 0.04611 0.00000 0.74000 
## 
## $word_freq_internet
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
## 0.00000 0.00000 0.00000 0.03917 0.00000 0.60000 
## 
## $word_freq_order
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
## 0.00000 0.00000 0.00000 0.04506 0.00000 0.65000 
## 
## $word_freq_mail
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.0000  0.0000  0.0000  0.1582  0.1083  1.5700 
## 
## $word_freq_receive
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
## 0.00000 0.00000 0.00000 0.02443 0.00000 0.38000 
## 
## $word_freq_will
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##   0.000   0.000   0.100   0.477   0.760   3.380 
## 
## $word_freq_people
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
## 0.00000 0.00000 0.00000 0.04389 0.00000 0.61000 
## 
## $word_freq_report
##     Min.  1st Qu.   Median     Mean  3rd Qu.     Max. 
## 0.000000 0.000000 0.000000 0.003488 0.000000 0.200000 
## 
## $word_freq_addresses
##     Min.  1st Qu.   Median     Mean  3rd Qu.     Max. 
## 0.000000 0.000000 0.000000 0.003237 0.000000 0.170000 
## 
## $word_freq_free
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
## 0.00000 0.00000 0.00000 0.13400 0.08144 1.49000 
## 
## $word_freq_business
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.0000  0.0000  0.0000  0.0647  0.0000  0.8200 
## 
## $word_freq_email
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
## 0.00000 0.00000 0.00000 0.09495 0.00000 1.21000 
## 
## $word_freq_you
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##   0.000   0.000   1.290   1.627   2.630   8.570 
## 
## $word_freq_credit
##     Min.  1st Qu.   Median     Mean  3rd Qu.     Max. 
## 0.000000 0.000000 0.000000 0.007957 0.000000 0.320000 
## 
## $word_freq_your
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.0000  0.0000  0.1800  0.7404  1.2500  5.0600 
## 
## $word_freq_font
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##       0       0       0       0       0       0 
## 
## $word_freq_000
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
## 0.00000 0.00000 0.00000 0.04407 0.00000 0.73000 
## 
## $word_freq_money
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
## 0.00000 0.00000 0.00000 0.03717 0.00000 0.57000 
## 
## $word_freq_hp
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.0000  0.0000  0.0000  0.3011  0.0000  3.0600 
## 
## $word_freq_hpl
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.0000  0.0000  0.0000  0.1303  0.0000  1.6900 
## 
## $word_freq_george
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.0000  0.0000  0.0000  0.1333  0.0000  2.7300 
## 
## $word_freq_650
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
## 0.00000 0.00000 0.00000 0.03554 0.00000 0.80000 
## 
## $word_freq_lab
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
## 0.00000 0.00000 0.00000 0.01639 0.00000 0.50000 
## 
## $word_freq_labs
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.0000  0.0000  0.0000  0.0277  0.0000  0.6600 
## 
## $word_freq_telnet
##     Min.  1st Qu.   Median     Mean  3rd Qu.     Max. 
## 0.000000 0.000000 0.000000 0.006026 0.000000 0.280000 
## 
## $word_freq_857
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##       0       0       0       0       0       0 
## 
## $word_freq_data
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
## 0.00000 0.00000 0.00000 0.01095 0.00000 0.45000 
## 
## $word_freq_415
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##       0       0       0       0       0       0 
## 
## $word_freq_85
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
## 0.00000 0.00000 0.00000 0.03026 0.00000 0.62000 
## 
## $word_freq_technology
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
## 0.00000 0.00000 0.00000 0.03431 0.00000 0.65000 
## 
## $word_freq_1999
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
## 0.00000 0.00000 0.00000 0.06404 0.00000 0.93000 
## 
## $word_freq_parts
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##       0       0       0       0       0       0 
## 
## $word_freq_pm
##     Min.  1st Qu.   Median     Mean  3rd Qu.     Max. 
## 0.000000 0.000000 0.000000 0.009391 0.000000 0.490000 
## 
## $word_freq_direct
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
## 0.00000 0.00000 0.00000 0.01097 0.00000 0.36000 
## 
## $word_freq_cs
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##       0       0       0       0       0       0 
## 
## $word_freq_meeting
##     Min.  1st Qu.   Median     Mean  3rd Qu.     Max. 
## 0.000000 0.000000 0.000000 0.006425 0.000000 0.530000 
## 
## $word_freq_original
##     Min.  1st Qu.   Median     Mean  3rd Qu.     Max. 
## 0.000000 0.000000 0.000000 0.006344 0.000000 0.270000 
## 
## $word_freq_project
##     Min.  1st Qu.   Median     Mean  3rd Qu.     Max. 
## 0.000000 0.000000 0.000000 0.002079 0.000000 0.240000 
## 
## $word_freq_re
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
## 0.00000 0.00000 0.00000 0.14620 0.06219 1.56000 
## 
## $word_freq_edu
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
## 0.00000 0.00000 0.00000 0.02857 0.00000 1.02000 
## 
## $word_freq_table
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##       0       0       0       0       0       0 
## 
## $word_freq_conference
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##       0       0       0       0       0       0 
## 
## $char_freq_semicolon
##     Min.  1st Qu.   Median     Mean  3rd Qu.     Max. 
## 0.000000 0.000000 0.000000 0.009375 0.000000 0.172000 
## 
## $char_freq_openbracket
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
## 0.00000 0.00000 0.06348 0.12110 0.18470 0.80200 
## 
## $char_freq_openboxbracket
##     Min.  1st Qu.   Median     Mean  3rd Qu.     Max. 
## 0.000000 0.000000 0.000000 0.003688 0.000000 0.093000 
## 
## $char_freq_exclamation
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.0000  0.0000  0.0000  0.2014  0.3115  1.5620 
## 
## $char_freq_dollar
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
## 0.00000 0.00000 0.00000 0.04557 0.04700 0.45200 
## 
## $char_freq_hash
##     Min.  1st Qu.   Median     Mean  3rd Qu.     Max. 
## 0.000000 0.000000 0.000000 0.007719 0.000000 0.147000 
## 
## $capital_run_length_average
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##   1.000   1.600   2.272   2.933   3.702  11.960 
## 
## $capital_run_length_longest
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##    1.00    6.00   14.50   31.74   43.00  235.00 
## 
## $capital_run_length_total
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##    1.00   34.25   95.00  227.90  267.00 1561.00 
## 
## $status
##    0    1 
## 2231 1451

Testing Dataset Summary

lapply(dfrSpamTstDataImpute, FUN=summary)
## $word_freq_make
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
## 0.00000 0.00000 0.00000 0.04842 0.00000 0.65000 
## 
## $word_freq_address
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
## 0.00000 0.00000 0.00000 0.04779 0.00000 0.65000 
## 
## $word_freq_all
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.0000  0.0000  0.0000  0.2384  0.3700  1.8500 
## 
## $word_freq_3d
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##       0       0       0       0       0       0 
## 
## $word_freq_our
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.0000  0.0000  0.0000  0.2485  0.3776  2.0600 
## 
## $word_freq_over
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
## 0.00000 0.00000 0.00000 0.05214 0.00000 0.63000 
## 
## $word_freq_remove
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
## 0.00000 0.00000 0.00000 0.04579 0.00000 0.74000 
## 
## $word_freq_internet
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
## 0.00000 0.00000 0.00000 0.04144 0.00000 0.59000 
## 
## $word_freq_order
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
## 0.00000 0.00000 0.00000 0.04943 0.00000 0.65000 
## 
## $word_freq_mail
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.0000  0.0000  0.0000  0.1581  0.1450  1.5700 
## 
## $word_freq_receive
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
## 0.00000 0.00000 0.00000 0.02503 0.00000 0.38000 
## 
## $word_freq_will
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.0000  0.0000  0.0000  0.4518  0.7500  3.3300 
## 
## $word_freq_people
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
## 0.00000 0.00000 0.00000 0.04144 0.00000 0.61000 
## 
## $word_freq_report
##     Min.  1st Qu.   Median     Mean  3rd Qu.     Max. 
## 0.000000 0.000000 0.000000 0.003471 0.000000 0.190000 
## 
## $word_freq_addresses
##     Min.  1st Qu.   Median     Mean  3rd Qu.     Max. 
## 0.000000 0.000000 0.000000 0.003299 0.000000 0.170000 
## 
## $word_freq_free
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
## 0.00000 0.00000 0.00000 0.12280 0.08665 1.44000 
## 
## $word_freq_business
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
## 0.00000 0.00000 0.00000 0.07161 0.00000 0.82000 
## 
## $word_freq_email
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.0000  0.0000  0.0000  0.0933  0.0000  1.1900 
## 
## $word_freq_you
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##    0.00    0.00    1.31    1.62    2.59    8.69 
## 
## $word_freq_credit
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
## 0.00000 0.00000 0.00000 0.01095 0.00000 0.32000 
## 
## $word_freq_your
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.0000  0.0000  0.3100  0.7424  1.2300  4.8700 
## 
## $word_freq_font
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##       0       0       0       0       0       0 
## 
## $word_freq_000
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
## 0.00000 0.00000 0.00000 0.04327 0.00000 0.65000 
## 
## $word_freq_money
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
## 0.00000 0.00000 0.00000 0.03917 0.00000 0.56000 
## 
## $word_freq_hp
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.0000  0.0000  0.0000  0.2878  0.0000  3.0500 
## 
## $word_freq_hpl
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.0000  0.0000  0.0000  0.1242  0.0000  1.6900 
## 
## $word_freq_george
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.0000  0.0000  0.0000  0.1284  0.0000  2.6300 
## 
## $word_freq_650
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
## 0.00000 0.00000 0.00000 0.02872 0.00000 0.75000 
## 
## $word_freq_lab
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
## 0.00000 0.00000 0.00000 0.01297 0.00000 0.50000 
## 
## $word_freq_labs
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.0000  0.0000  0.0000  0.0226  0.0000  0.6600 
## 
## $word_freq_telnet
##     Min.  1st Qu.   Median     Mean  3rd Qu.     Max. 
## 0.000000 0.000000 0.000000 0.006093 0.000000 0.270000 
## 
## $word_freq_857
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##       0       0       0       0       0       0 
## 
## $word_freq_data
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.0000  0.0000  0.0000  0.0108  0.0000  0.4400 
## 
## $word_freq_415
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##       0       0       0       0       0       0 
## 
## $word_freq_85
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
## 0.00000 0.00000 0.00000 0.02667 0.00000 0.61000 
## 
## $word_freq_technology
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
## 0.00000 0.00000 0.00000 0.02851 0.00000 0.62000 
## 
## $word_freq_1999
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
## 0.00000 0.00000 0.00000 0.06979 0.00000 0.93000 
## 
## $word_freq_parts
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##       0       0       0       0       0       0 
## 
## $word_freq_pm
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
## 0.00000 0.00000 0.00000 0.01152 0.00000 0.48000 
## 
## $word_freq_direct
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
## 0.00000 0.00000 0.00000 0.01154 0.00000 0.34000 
## 
## $word_freq_cs
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##       0       0       0       0       0       0 
## 
## $word_freq_meeting
##     Min.  1st Qu.   Median     Mean  3rd Qu.     Max. 
## 0.000000 0.000000 0.000000 0.006487 0.000000 0.540000 
## 
## $word_freq_original
##     Min.  1st Qu.   Median     Mean  3rd Qu.     Max. 
## 0.000000 0.000000 0.000000 0.007969 0.000000 0.270000 
## 
## $word_freq_project
##     Min.  1st Qu.   Median     Mean  3rd Qu.     Max. 
## 0.000000 0.000000 0.000000 0.003216 0.000000 0.240000 
## 
## $word_freq_re
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
## 0.00000 0.00000 0.00000 0.13550 0.03088 1.55000 
## 
## $word_freq_edu
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
## 0.00000 0.00000 0.00000 0.03846 0.00000 1.01000 
## 
## $word_freq_table
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##       0       0       0       0       0       0 
## 
## $word_freq_conference
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##       0       0       0       0       0       0 
## 
## $char_freq_semicolon
##     Min.  1st Qu.   Median     Mean  3rd Qu.     Max. 
## 0.000000 0.000000 0.000000 0.008167 0.000000 0.168000 
## 
## $char_freq_openbracket
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.0000  0.0000  0.0670  0.1202  0.1808  0.7810 
## 
## $char_freq_openboxbracket
##     Min.  1st Qu.   Median     Mean  3rd Qu.     Max. 
## 0.000000 0.000000 0.000000 0.003663 0.000000 0.086000 
## 
## $char_freq_exclamation
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.0000  0.0000  0.0000  0.1763  0.2630  1.5660 
## 
## $char_freq_dollar
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
## 0.00000 0.00000 0.00000 0.04289 0.04100 0.43700 
## 
## $char_freq_hash
##     Min.  1st Qu.   Median     Mean  3rd Qu.     Max. 
## 0.000000 0.000000 0.000000 0.007413 0.000000 0.143000 
## 
## $capital_run_length_average
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##   1.000   1.558   2.309   2.940   3.701  11.890 
## 
## $capital_run_length_longest
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##    1.00    6.50   15.00   31.79   41.50  235.00 
## 
## $capital_run_length_total
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##     1.0    37.0    94.0   217.9   258.0  1514.0 
## 
## $status
##   0   1 
## 557 362

Train Dataframe Stucture

str(dfrSpamTrnDataImpute)
## 'data.frame':    3682 obs. of  58 variables:
##  $ word_freq_make            : num  0 0.21 0 0 0 0.15 0.06 0 0 0 ...
##  $ word_freq_address         : num  0.64 0.28 0 0 0 0 0.12 0 0 0 ...
##  $ word_freq_all             : num  0.64 0.5 0 0 0 0.46 0.77 0 0.25 1.42 ...
##  $ word_freq_3d              : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ word_freq_our             : num  0.32 0.14 1.85 1.92 1.88 0.61 0.19 0 0.38 0.71 ...
##  $ word_freq_over            : num  0 0.28 0 0 0 0 0.32 0 0.25 0.35 ...
##  $ word_freq_remove          : num  0 0.21 0 0 0 ...
##  $ word_freq_internet        : num  0.00 7.00e-02 -5.61e-16 0.00 -5.61e-16 ...
##  $ word_freq_order           : num  0 0 0 0 0 ...
##  $ word_freq_mail            : num  0 0.94 0 0.64 0 ...
##  $ word_freq_receive         : num  0 0.21 0 0.0154 0 ...
##  $ word_freq_will            : num  0.64 0.79 0 1.28 0 0.92 0.64 0 0.12 0.35 ...
##  $ word_freq_people          : num  0 0.258 0 0 0 ...
##  $ word_freq_report          : num  0 0.007 0 0 0 0 0 0 0 0 ...
##  $ word_freq_addresses       : num  0 0.14 0 0 0 0 0.12 0 0 0 ...
##  $ word_freq_free            : num  0.32 0.14 0 0.96 0 ...
##  $ word_freq_business        : num  0 0.07 0 0 0 0 0 0 0 0 ...
##  $ word_freq_email           : num  0.54 0.28 0 0.32 0 ...
##  $ word_freq_you             : num  1.93 3.47 0 3.85 0 1.23 1.67 3.84 1.16 3.21 ...
##  $ word_freq_credit          : num  0 0 0 0 0 0.0304 0.06 0 0 0 ...
##  $ word_freq_your            : num  0.96 1.59 0 0.64 0 2 0.71 0.96 0.77 2.85 ...
##  $ word_freq_font            : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ word_freq_000             : num  0 0.43 0 0 0 0 0.19 0 0 0.35 ...
##  $ word_freq_money           : num  0 0.43 0 0 0 0.15 0 0 0 0 ...
##  $ word_freq_hp              : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ word_freq_hpl             : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ word_freq_george          : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ word_freq_650             : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ word_freq_lab             : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ word_freq_labs            : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ word_freq_telnet          : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ word_freq_857             : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ word_freq_data            : num  0 0 0 0 0 0.15 0 0 0 0 ...
##  $ word_freq_415             : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ word_freq_85              : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ word_freq_technology      : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ word_freq_1999            : num  0 0.07 0 0 0 0 0 0 0 0 ...
##  $ word_freq_parts           : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ word_freq_pm              : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ word_freq_direct          : num  0 0 0 0 0 ...
##  $ word_freq_cs              : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ word_freq_meeting         : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ word_freq_original        : num  0 0 0 0 0 ...
##  $ word_freq_project         : num  0 0 0 0 0 0 0.06 0 0 0 ...
##  $ word_freq_re              : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ word_freq_edu             : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ word_freq_table           : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ word_freq_conference      : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ char_freq_semicolon       : num  0 0 0 0 0 0 0.04 0 0.022 0 ...
##  $ char_freq_openbracket     : num  0 0.132 0.223 0.054 0.206 0.271 0.03 0 0.044 0.102 ...
##  $ char_freq_openboxbracket  : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ char_freq_exclamation     : num  0.778 0.372 0 0.164 0 0.181 0.244 0.462 0.663 0.357 ...
##  $ char_freq_dollar          : num  0 0.18 0 0.054 0 0.203 0.081 0 0 0 ...
##  $ char_freq_hash            : num  0 0.048 0 0 0 0.022 0 0 0 0 ...
##  $ capital_run_length_average: num  3.76 5.11 3 1.67 2.45 ...
##  $ capital_run_length_longest: num  61 101 15 4 11 ...
##  $ capital_run_length_total  : num  278 1028 54 112 49 ...
##  $ status                    : Factor w/ 2 levels "0","1": 2 2 2 2 2 2 2 2 2 2 ...

Test Dataframe Stucture

str(dfrSpamTstDataImpute)
## 'data.frame':    919 obs. of  58 variables:
##  $ word_freq_make            : num  0.06 0 0 0 0 0 0 0 0 0 ...
##  $ word_freq_address         : num  0 0 0 0.205 0 ...
##  $ word_freq_all             : num  0.71 0 0 0.34 0 0 0 0 0.46 0 ...
##  $ word_freq_3d              : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ word_freq_our             : num  1.23 0.63 0.63 0.34 0.9 ...
##  $ word_freq_over            : num  0.19 0 0 0 0 0 0.27 0 0 0 ...
##  $ word_freq_remove          : num  0.19 0.31 0.31 0 0.0399 ...
##  $ word_freq_internet        : num  0.12 0.0851 0.0851 0 0 ...
##  $ word_freq_order           : num  0.64 0.31 0.31 0 0 0 0 0 0 0 ...
##  $ word_freq_mail            : num  0.25 0.63 0.63 0 0.9 0 0 0 0 0.34 ...
##  $ word_freq_receive         : num  3.80e-01 3.10e-01 3.10e-01 0.00 -1.87e-16 ...
##  $ word_freq_will            : num  0.45 0.31 0.31 0.69 0 0 0.81 1.92 0.93 0 ...
##  $ word_freq_people          : num  1.20e-01 3.10e-01 3.10e-01 0.00 -1.38e-16 ...
##  $ word_freq_report          : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ word_freq_addresses       : num  0.0332 0 0 0 0 0 0 0 0 0 ...
##  $ word_freq_free            : num  0.06 0.31 0.31 0.34 0 ...
##  $ word_freq_business        : num  0.06 0 0 0 0 0 0 0 0 0 ...
##  $ word_freq_email           : num  1.03 0 0 0.373 0 ...
##  $ word_freq_you             : num  1.36 3.18 3.18 2.09 2.72 0 3.51 1.92 0.93 3.42 ...
##  $ word_freq_credit          : num  0.32 0 0 0 0 0 0 0 0 0 ...
##  $ word_freq_your            : num  0.51 0.31 0.31 1.04 0.9 0 2.7 3.84 0.46 2.73 ...
##  $ word_freq_font            : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ word_freq_000             : num  0.267 0 0 0 0 ...
##  $ word_freq_money           : num  0.06 0 0 0 0 0 0.27 0 0 0 ...
##  $ word_freq_hp              : num  0 0 0 0 0 0 0 0 0 0.34 ...
##  $ word_freq_hpl             : num  0 0 0 0 0 0 0 0 0 0.34 ...
##  $ word_freq_george          : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ word_freq_650             : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ word_freq_lab             : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ word_freq_labs            : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ word_freq_telnet          : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ word_freq_857             : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ word_freq_data            : num  0 0 0 0 0 0 0 0 0 0.34 ...
##  $ word_freq_415             : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ word_freq_85              : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ word_freq_technology      : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ word_freq_1999            : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ word_freq_parts           : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ word_freq_pm              : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ word_freq_direct          : num  0.06 0 0 0 0 0 0 0 0 0 ...
##  $ word_freq_cs              : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ word_freq_meeting         : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ word_freq_original        : num  0.12 0 0 0 0 0 0 0 0 0 ...
##  $ word_freq_project         : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ word_freq_re              : num  0.06 0 0 0 0 0 0 0 0 0 ...
##  $ word_freq_edu             : num  0.06 0 0 0 0 0 0 0 0 0 ...
##  $ word_freq_table           : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ word_freq_conference      : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ char_freq_semicolon       : num  0.01 0 0 0 0 ...
##  $ char_freq_openbracket     : num  0.143 0.137 0.135 0.056 0 0.404 0.045 0 0 0 ...
##  $ char_freq_openboxbracket  : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ char_freq_exclamation     : num  0.276 0.137 0.135 0.786 0 0.809 0 0 0 0.048 ...
##  $ char_freq_dollar          : num  0.184 0 0 0 0 0 0.091 0 0 0.048 ...
##  $ char_freq_hash            : num  0.01 0 0 0 0 0 0 0 0.069 0 ...
##  $ capital_run_length_average: num  9.82 3.54 3.54 3.73 2.08 ...
##  $ capital_run_length_longest: num  97.6 40 40 61 7 ...
##  $ capital_run_length_total  : num  1032 191 191 261 25 ...
##  $ status                    : Factor w/ 2 levels "0","1": 2 2 2 2 2 2 2 2 2 2 ...

***************************************Random Forest*************************************

1. Default Method

Create Model - Random Forest (Default)

vctProcStrt <- proc.time()
rf_default_impute  <- randomForest(status~., data=dfrSpamTrnDataImpute)
vctProcEnds <- proc.time()
print(paste("Model Created ...",vctProcEnds[1] - vctProcStrt[1]))
## [1] "Model Created ... 13"

View Model - Default Random Forest

rf_default_impute
## 
## Call:
##  randomForest(formula = status ~ ., data = dfrSpamTrnDataImpute) 
##                Type of random forest: classification
##                      Number of trees: 500
## No. of variables tried at each split: 7
## 
##         OOB estimate of  error rate: 5.38%
## Confusion matrix:
##      0    1 class.error
## 0 2159   72  0.03227252
## 1  126 1325  0.08683666

Observations
This Default model has an error rate about 5.21%

Plot error rate

plot(rf_default_impute)

Observations
1. Therefore we see that for tress value > 300 there is no significant change in all the error graph.
2. Hence we try to tune the model by keeping ntrees value to be 400.

Tune random forest

tuneranfor <- tuneRF(dfrSpamTrnDataImpute[,-58], dfrSpamTrnDataImpute[,58],
                     stepFactor = 0.5,
                     plot = TRUE,
                     ntreeTry = 400,
                     trace = TRUE,
                     improve = 0.05)
## mtry = 7  OOB error = 4.94% 
## Searching left ...
## mtry = 14    OOB error = 5.16% 
## -0.04395604 0.05 
## Searching right ...
## mtry = 3     OOB error = 5.59% 
## -0.1318681 0.05

2. Tuned Random forest Method

vctProcStrt <- proc.time()
rf_modified_impute <- randomForest(status~., data=dfrSpamTrnDataImpute,
                                  ntree = 400,
                                  mtry  = 7,
                                  importance = TRUE,
                                  proximity = TRUE)
vctProcEnds <- proc.time()
print(paste("Tuned Model Created ...",vctProcEnds[1] - vctProcStrt[1]))
## [1] "Tuned Model Created ... 31.1600000000003"

View Model - Modified Random Forest

rf_modified_impute
## 
## Call:
##  randomForest(formula = status ~ ., data = dfrSpamTrnDataImpute,      ntree = 400, mtry = 7, importance = TRUE, proximity = TRUE) 
##                Type of random forest: classification
##                      Number of trees: 400
## No. of variables tried at each split: 7
## 
##         OOB estimate of  error rate: 5.05%
## Confusion matrix:
##      0    1 class.error
## 0 2164   67  0.03003138
## 1  119 1332  0.08201241

Observations
This Default model has an error rate about 5.3%

3. Boosting Algorithm: GBM method with 10 fold cross validation

vctProcStrt <- proc.time()
cvCtrl <- trainControl(method="cv",  number=10, allowParallel=T)
rf_GBMModel_imptute <- train(status~., 
                   method="gbm", 
                   data=dfrSpamTrnDataImpute, 
                   trControl=cvCtrl
)
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0.06, 0, 0, 0, :
## variable 4: word_freq_3d has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0.06, 0, 0, 0, :
## variable 22: word_freq_font has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0.06, 0, 0, 0, :
## variable 32: word_freq_857 has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0.06, 0, 0, 0, :
## variable 34: word_freq_415 has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0.06, 0, 0, 0, :
## variable 38: word_freq_parts has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0.06, 0, 0, 0, :
## variable 41: word_freq_cs has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0.06, 0, 0, 0, :
## variable 47: word_freq_table has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0.06, 0, 0, 0, :
## variable 48: word_freq_conference has no variation.
## Iter   TrainDeviance   ValidDeviance   StepSize   Improve
##      1        1.2763             nan     0.1000    0.0314
##      2        1.2198             nan     0.1000    0.0274
##      3        1.1681             nan     0.1000    0.0251
##      4        1.1277             nan     0.1000    0.0208
##      5        1.0878             nan     0.1000    0.0185
##      6        1.0501             nan     0.1000    0.0182
##      7        1.0198             nan     0.1000    0.0133
##      8        0.9899             nan     0.1000    0.0149
##      9        0.9635             nan     0.1000    0.0135
##     10        0.9372             nan     0.1000    0.0121
##     20        0.7614             nan     0.1000    0.0061
##     40        0.5849             nan     0.1000    0.0025
##     60        0.5006             nan     0.1000    0.0011
##     80        0.4495             nan     0.1000    0.0006
##    100        0.4210             nan     0.1000    0.0003
##    120        0.3978             nan     0.1000    0.0002
##    140        0.3809             nan     0.1000    0.0001
##    150        0.3736             nan     0.1000   -0.0000
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0.06, 0, 0, 0, :
## variable 4: word_freq_3d has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0.06, 0, 0, 0, :
## variable 22: word_freq_font has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0.06, 0, 0, 0, :
## variable 32: word_freq_857 has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0.06, 0, 0, 0, :
## variable 34: word_freq_415 has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0.06, 0, 0, 0, :
## variable 38: word_freq_parts has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0.06, 0, 0, 0, :
## variable 41: word_freq_cs has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0.06, 0, 0, 0, :
## variable 47: word_freq_table has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0.06, 0, 0, 0, :
## variable 48: word_freq_conference has no variation.
## Iter   TrainDeviance   ValidDeviance   StepSize   Improve
##      1        1.2533             nan     0.1000    0.0431
##      2        1.1781             nan     0.1000    0.0375
##      3        1.1169             nan     0.1000    0.0296
##      4        1.0562             nan     0.1000    0.0282
##      5        1.0070             nan     0.1000    0.0233
##      6        0.9630             nan     0.1000    0.0199
##      7        0.9270             nan     0.1000    0.0166
##      8        0.8921             nan     0.1000    0.0165
##      9        0.8601             nan     0.1000    0.0152
##     10        0.8341             nan     0.1000    0.0117
##     20        0.6181             nan     0.1000    0.0059
##     40        0.4581             nan     0.1000    0.0011
##     60        0.3953             nan     0.1000    0.0020
##     80        0.3568             nan     0.1000    0.0003
##    100        0.3336             nan     0.1000    0.0001
##    120        0.3184             nan     0.1000   -0.0002
##    140        0.3044             nan     0.1000   -0.0001
##    150        0.2984             nan     0.1000   -0.0000
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0.06, 0, 0, 0, :
## variable 4: word_freq_3d has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0.06, 0, 0, 0, :
## variable 22: word_freq_font has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0.06, 0, 0, 0, :
## variable 32: word_freq_857 has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0.06, 0, 0, 0, :
## variable 34: word_freq_415 has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0.06, 0, 0, 0, :
## variable 38: word_freq_parts has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0.06, 0, 0, 0, :
## variable 41: word_freq_cs has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0.06, 0, 0, 0, :
## variable 47: word_freq_table has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0.06, 0, 0, 0, :
## variable 48: word_freq_conference has no variation.
## Iter   TrainDeviance   ValidDeviance   StepSize   Improve
##      1        1.2407             nan     0.1000    0.0489
##      2        1.1526             nan     0.1000    0.0438
##      3        1.0849             nan     0.1000    0.0325
##      4        1.0207             nan     0.1000    0.0313
##      5        0.9677             nan     0.1000    0.0256
##      6        0.9195             nan     0.1000    0.0226
##      7        0.8761             nan     0.1000    0.0210
##      8        0.8392             nan     0.1000    0.0175
##      9        0.8067             nan     0.1000    0.0152
##     10        0.7758             nan     0.1000    0.0138
##     20        0.5646             nan     0.1000    0.0096
##     40        0.4026             nan     0.1000    0.0017
##     60        0.3486             nan     0.1000    0.0005
##     80        0.3150             nan     0.1000    0.0004
##    100        0.2907             nan     0.1000   -0.0001
##    120        0.2726             nan     0.1000   -0.0003
##    140        0.2581             nan     0.1000    0.0001
##    150        0.2522             nan     0.1000   -0.0001
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0, 0, 0, 0, 0, :
## variable 4: word_freq_3d has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0, 0, 0, 0, 0, :
## variable 22: word_freq_font has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0, 0, 0, 0, 0, :
## variable 32: word_freq_857 has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0, 0, 0, 0, 0, :
## variable 34: word_freq_415 has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0, 0, 0, 0, 0, :
## variable 38: word_freq_parts has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0, 0, 0, 0, 0, :
## variable 41: word_freq_cs has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0, 0, 0, 0, 0, :
## variable 47: word_freq_table has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0, 0, 0, 0, 0, :
## variable 48: word_freq_conference has no variation.
## Iter   TrainDeviance   ValidDeviance   StepSize   Improve
##      1        1.2725             nan     0.1000    0.0323
##      2        1.2189             nan     0.1000    0.0262
##      3        1.1662             nan     0.1000    0.0263
##      4        1.1252             nan     0.1000    0.0208
##      5        1.0868             nan     0.1000    0.0190
##      6        1.0534             nan     0.1000    0.0155
##      7        1.0195             nan     0.1000    0.0153
##      8        0.9897             nan     0.1000    0.0152
##      9        0.9618             nan     0.1000    0.0135
##     10        0.9369             nan     0.1000    0.0118
##     20        0.7598             nan     0.1000    0.0058
##     40        0.5831             nan     0.1000    0.0026
##     60        0.4959             nan     0.1000    0.0011
##     80        0.4490             nan     0.1000    0.0002
##    100        0.4159             nan     0.1000    0.0005
##    120        0.3935             nan     0.1000    0.0001
##    140        0.3759             nan     0.1000    0.0001
##    150        0.3694             nan     0.1000    0.0000
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0, 0, 0, 0, 0, :
## variable 4: word_freq_3d has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0, 0, 0, 0, 0, :
## variable 22: word_freq_font has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0, 0, 0, 0, 0, :
## variable 32: word_freq_857 has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0, 0, 0, 0, 0, :
## variable 34: word_freq_415 has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0, 0, 0, 0, 0, :
## variable 38: word_freq_parts has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0, 0, 0, 0, 0, :
## variable 41: word_freq_cs has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0, 0, 0, 0, 0, :
## variable 47: word_freq_table has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0, 0, 0, 0, 0, :
## variable 48: word_freq_conference has no variation.
## Iter   TrainDeviance   ValidDeviance   StepSize   Improve
##      1        1.2589             nan     0.1000    0.0410
##      2        1.1816             nan     0.1000    0.0378
##      3        1.1176             nan     0.1000    0.0311
##      4        1.0606             nan     0.1000    0.0269
##      5        1.0090             nan     0.1000    0.0250
##      6        0.9679             nan     0.1000    0.0199
##      7        0.9285             nan     0.1000    0.0186
##      8        0.8948             nan     0.1000    0.0153
##      9        0.8592             nan     0.1000    0.0171
##     10        0.8298             nan     0.1000    0.0139
##     20        0.6287             nan     0.1000    0.0059
##     40        0.4552             nan     0.1000    0.0026
##     60        0.3904             nan     0.1000    0.0015
##     80        0.3526             nan     0.1000    0.0006
##    100        0.3311             nan     0.1000    0.0000
##    120        0.3130             nan     0.1000   -0.0000
##    140        0.3000             nan     0.1000   -0.0001
##    150        0.2941             nan     0.1000   -0.0002
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0, 0, 0, 0, 0, :
## variable 4: word_freq_3d has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0, 0, 0, 0, 0, :
## variable 22: word_freq_font has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0, 0, 0, 0, 0, :
## variable 32: word_freq_857 has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0, 0, 0, 0, 0, :
## variable 34: word_freq_415 has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0, 0, 0, 0, 0, :
## variable 38: word_freq_parts has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0, 0, 0, 0, 0, :
## variable 41: word_freq_cs has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0, 0, 0, 0, 0, :
## variable 47: word_freq_table has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0, 0, 0, 0, 0, :
## variable 48: word_freq_conference has no variation.
## Iter   TrainDeviance   ValidDeviance   StepSize   Improve
##      1        1.2438             nan     0.1000    0.0480
##      2        1.1605             nan     0.1000    0.0401
##      3        1.0873             nan     0.1000    0.0382
##      4        1.0277             nan     0.1000    0.0283
##      5        0.9689             nan     0.1000    0.0279
##      6        0.9218             nan     0.1000    0.0224
##      7        0.8766             nan     0.1000    0.0224
##      8        0.8420             nan     0.1000    0.0163
##      9        0.8071             nan     0.1000    0.0169
##     10        0.7737             nan     0.1000    0.0163
##     20        0.5648             nan     0.1000    0.0055
##     40        0.4043             nan     0.1000    0.0023
##     60        0.3493             nan     0.1000    0.0008
##     80        0.3189             nan     0.1000   -0.0005
##    100        0.2994             nan     0.1000    0.0002
##    120        0.2794             nan     0.1000   -0.0001
##    140        0.2647             nan     0.1000   -0.0001
##    150        0.2583             nan     0.1000    0.0000
## Warning in gbm.fit(x = structure(c(0, 0, 0, 0.06, 0, 0, 0, 0, 0, 0, 0, 0, :
## variable 4: word_freq_3d has no variation.
## Warning in gbm.fit(x = structure(c(0, 0, 0, 0.06, 0, 0, 0, 0, 0, 0, 0, 0, :
## variable 22: word_freq_font has no variation.
## Warning in gbm.fit(x = structure(c(0, 0, 0, 0.06, 0, 0, 0, 0, 0, 0, 0, 0, :
## variable 32: word_freq_857 has no variation.
## Warning in gbm.fit(x = structure(c(0, 0, 0, 0.06, 0, 0, 0, 0, 0, 0, 0, 0, :
## variable 34: word_freq_415 has no variation.
## Warning in gbm.fit(x = structure(c(0, 0, 0, 0.06, 0, 0, 0, 0, 0, 0, 0, 0, :
## variable 38: word_freq_parts has no variation.
## Warning in gbm.fit(x = structure(c(0, 0, 0, 0.06, 0, 0, 0, 0, 0, 0, 0, 0, :
## variable 41: word_freq_cs has no variation.
## Warning in gbm.fit(x = structure(c(0, 0, 0, 0.06, 0, 0, 0, 0, 0, 0, 0, 0, :
## variable 47: word_freq_table has no variation.
## Warning in gbm.fit(x = structure(c(0, 0, 0, 0.06, 0, 0, 0, 0, 0, 0, 0, 0, :
## variable 48: word_freq_conference has no variation.
## Iter   TrainDeviance   ValidDeviance   StepSize   Improve
##      1        1.2786             nan     0.1000    0.0312
##      2        1.2222             nan     0.1000    0.0283
##      3        1.1752             nan     0.1000    0.0235
##      4        1.1319             nan     0.1000    0.0207
##      5        1.0935             nan     0.1000    0.0179
##      6        1.0577             nan     0.1000    0.0179
##      7        1.0257             nan     0.1000    0.0152
##      8        0.9976             nan     0.1000    0.0135
##      9        0.9715             nan     0.1000    0.0130
##     10        0.9468             nan     0.1000    0.0120
##     20        0.7693             nan     0.1000    0.0061
##     40        0.5897             nan     0.1000    0.0033
##     60        0.5018             nan     0.1000    0.0019
##     80        0.4531             nan     0.1000    0.0004
##    100        0.4229             nan     0.1000   -0.0000
##    120        0.3982             nan     0.1000    0.0003
##    140        0.3797             nan     0.1000    0.0001
##    150        0.3723             nan     0.1000    0.0001
## Warning in gbm.fit(x = structure(c(0, 0, 0, 0.06, 0, 0, 0, 0, 0, 0, 0, 0, :
## variable 4: word_freq_3d has no variation.
## Warning in gbm.fit(x = structure(c(0, 0, 0, 0.06, 0, 0, 0, 0, 0, 0, 0, 0, :
## variable 22: word_freq_font has no variation.
## Warning in gbm.fit(x = structure(c(0, 0, 0, 0.06, 0, 0, 0, 0, 0, 0, 0, 0, :
## variable 32: word_freq_857 has no variation.
## Warning in gbm.fit(x = structure(c(0, 0, 0, 0.06, 0, 0, 0, 0, 0, 0, 0, 0, :
## variable 34: word_freq_415 has no variation.
## Warning in gbm.fit(x = structure(c(0, 0, 0, 0.06, 0, 0, 0, 0, 0, 0, 0, 0, :
## variable 38: word_freq_parts has no variation.
## Warning in gbm.fit(x = structure(c(0, 0, 0, 0.06, 0, 0, 0, 0, 0, 0, 0, 0, :
## variable 41: word_freq_cs has no variation.
## Warning in gbm.fit(x = structure(c(0, 0, 0, 0.06, 0, 0, 0, 0, 0, 0, 0, 0, :
## variable 47: word_freq_table has no variation.
## Warning in gbm.fit(x = structure(c(0, 0, 0, 0.06, 0, 0, 0, 0, 0, 0, 0, 0, :
## variable 48: word_freq_conference has no variation.
## Iter   TrainDeviance   ValidDeviance   StepSize   Improve
##      1        1.2592             nan     0.1000    0.0406
##      2        1.1903             nan     0.1000    0.0329
##      3        1.1214             nan     0.1000    0.0340
##      4        1.0635             nan     0.1000    0.0287
##      5        1.0174             nan     0.1000    0.0219
##      6        0.9720             nan     0.1000    0.0216
##      7        0.9358             nan     0.1000    0.0169
##      8        0.9021             nan     0.1000    0.0152
##      9        0.8719             nan     0.1000    0.0141
##     10        0.8395             nan     0.1000    0.0161
##     20        0.6289             nan     0.1000    0.0062
##     40        0.4583             nan     0.1000    0.0015
##     60        0.3932             nan     0.1000    0.0010
##     80        0.3583             nan     0.1000    0.0001
##    100        0.3381             nan     0.1000    0.0001
##    120        0.3167             nan     0.1000    0.0001
##    140        0.3013             nan     0.1000    0.0000
##    150        0.2960             nan     0.1000   -0.0001
## Warning in gbm.fit(x = structure(c(0, 0, 0, 0.06, 0, 0, 0, 0, 0, 0, 0, 0, :
## variable 4: word_freq_3d has no variation.
## Warning in gbm.fit(x = structure(c(0, 0, 0, 0.06, 0, 0, 0, 0, 0, 0, 0, 0, :
## variable 22: word_freq_font has no variation.
## Warning in gbm.fit(x = structure(c(0, 0, 0, 0.06, 0, 0, 0, 0, 0, 0, 0, 0, :
## variable 32: word_freq_857 has no variation.
## Warning in gbm.fit(x = structure(c(0, 0, 0, 0.06, 0, 0, 0, 0, 0, 0, 0, 0, :
## variable 34: word_freq_415 has no variation.
## Warning in gbm.fit(x = structure(c(0, 0, 0, 0.06, 0, 0, 0, 0, 0, 0, 0, 0, :
## variable 38: word_freq_parts has no variation.
## Warning in gbm.fit(x = structure(c(0, 0, 0, 0.06, 0, 0, 0, 0, 0, 0, 0, 0, :
## variable 41: word_freq_cs has no variation.
## Warning in gbm.fit(x = structure(c(0, 0, 0, 0.06, 0, 0, 0, 0, 0, 0, 0, 0, :
## variable 47: word_freq_table has no variation.
## Warning in gbm.fit(x = structure(c(0, 0, 0, 0.06, 0, 0, 0, 0, 0, 0, 0, 0, :
## variable 48: word_freq_conference has no variation.
## Iter   TrainDeviance   ValidDeviance   StepSize   Improve
##      1        1.2424             nan     0.1000    0.0478
##      2        1.1570             nan     0.1000    0.0422
##      3        1.0874             nan     0.1000    0.0343
##      4        1.0235             nan     0.1000    0.0308
##      5        0.9685             nan     0.1000    0.0245
##      6        0.9232             nan     0.1000    0.0223
##      7        0.8822             nan     0.1000    0.0198
##      8        0.8453             nan     0.1000    0.0172
##      9        0.8131             nan     0.1000    0.0161
##     10        0.7810             nan     0.1000    0.0137
##     20        0.5763             nan     0.1000    0.0057
##     40        0.4131             nan     0.1000    0.0018
##     60        0.3531             nan     0.1000    0.0003
##     80        0.3177             nan     0.1000    0.0004
##    100        0.2945             nan     0.1000    0.0001
##    120        0.2772             nan     0.1000    0.0002
##    140        0.2631             nan     0.1000    0.0002
##    150        0.2563             nan     0.1000   -0.0003
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0.06, 0, 0, 0, :
## variable 4: word_freq_3d has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0.06, 0, 0, 0, :
## variable 22: word_freq_font has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0.06, 0, 0, 0, :
## variable 32: word_freq_857 has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0.06, 0, 0, 0, :
## variable 34: word_freq_415 has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0.06, 0, 0, 0, :
## variable 38: word_freq_parts has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0.06, 0, 0, 0, :
## variable 41: word_freq_cs has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0.06, 0, 0, 0, :
## variable 47: word_freq_table has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0.06, 0, 0, 0, :
## variable 48: word_freq_conference has no variation.
## Iter   TrainDeviance   ValidDeviance   StepSize   Improve
##      1        1.2725             nan     0.1000    0.0332
##      2        1.2171             nan     0.1000    0.0283
##      3        1.1682             nan     0.1000    0.0248
##      4        1.1253             nan     0.1000    0.0215
##      5        1.0871             nan     0.1000    0.0171
##      6        1.0507             nan     0.1000    0.0179
##      7        1.0182             nan     0.1000    0.0164
##      8        0.9892             nan     0.1000    0.0140
##      9        0.9632             nan     0.1000    0.0122
##     10        0.9369             nan     0.1000    0.0120
##     20        0.7598             nan     0.1000    0.0054
##     40        0.5848             nan     0.1000    0.0031
##     60        0.5000             nan     0.1000    0.0020
##     80        0.4493             nan     0.1000    0.0007
##    100        0.4185             nan     0.1000    0.0002
##    120        0.3951             nan     0.1000    0.0001
##    140        0.3765             nan     0.1000    0.0004
##    150        0.3699             nan     0.1000    0.0001
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0.06, 0, 0, 0, :
## variable 4: word_freq_3d has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0.06, 0, 0, 0, :
## variable 22: word_freq_font has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0.06, 0, 0, 0, :
## variable 32: word_freq_857 has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0.06, 0, 0, 0, :
## variable 34: word_freq_415 has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0.06, 0, 0, 0, :
## variable 38: word_freq_parts has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0.06, 0, 0, 0, :
## variable 41: word_freq_cs has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0.06, 0, 0, 0, :
## variable 47: word_freq_table has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0.06, 0, 0, 0, :
## variable 48: word_freq_conference has no variation.
## Iter   TrainDeviance   ValidDeviance   StepSize   Improve
##      1        1.2485             nan     0.1000    0.0426
##      2        1.1737             nan     0.1000    0.0362
##      3        1.1125             nan     0.1000    0.0285
##      4        1.0599             nan     0.1000    0.0268
##      5        1.0111             nan     0.1000    0.0240
##      6        0.9651             nan     0.1000    0.0226
##      7        0.9218             nan     0.1000    0.0204
##      8        0.8886             nan     0.1000    0.0162
##      9        0.8553             nan     0.1000    0.0167
##     10        0.8292             nan     0.1000    0.0122
##     20        0.6219             nan     0.1000    0.0056
##     40        0.4596             nan     0.1000    0.0030
##     60        0.3946             nan     0.1000    0.0006
##     80        0.3602             nan     0.1000    0.0009
##    100        0.3366             nan     0.1000    0.0001
##    120        0.3186             nan     0.1000    0.0000
##    140        0.3030             nan     0.1000    0.0001
##    150        0.2959             nan     0.1000   -0.0001
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0.06, 0, 0, 0, :
## variable 4: word_freq_3d has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0.06, 0, 0, 0, :
## variable 22: word_freq_font has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0.06, 0, 0, 0, :
## variable 32: word_freq_857 has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0.06, 0, 0, 0, :
## variable 34: word_freq_415 has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0.06, 0, 0, 0, :
## variable 38: word_freq_parts has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0.06, 0, 0, 0, :
## variable 41: word_freq_cs has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0.06, 0, 0, 0, :
## variable 47: word_freq_table has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0.06, 0, 0, 0, :
## variable 48: word_freq_conference has no variation.
## Iter   TrainDeviance   ValidDeviance   StepSize   Improve
##      1        1.2401             nan     0.1000    0.0492
##      2        1.1546             nan     0.1000    0.0410
##      3        1.0857             nan     0.1000    0.0336
##      4        1.0242             nan     0.1000    0.0291
##      5        0.9681             nan     0.1000    0.0261
##      6        0.9233             nan     0.1000    0.0219
##      7        0.8791             nan     0.1000    0.0222
##      8        0.8442             nan     0.1000    0.0165
##      9        0.8133             nan     0.1000    0.0144
##     10        0.7801             nan     0.1000    0.0157
##     20        0.5632             nan     0.1000    0.0047
##     40        0.4107             nan     0.1000    0.0008
##     60        0.3482             nan     0.1000    0.0002
##     80        0.3154             nan     0.1000   -0.0001
##    100        0.2939             nan     0.1000    0.0005
##    120        0.2774             nan     0.1000   -0.0001
##    140        0.2648             nan     0.1000   -0.0003
##    150        0.2589             nan     0.1000   -0.0002
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0.15, 0.06, 0, 0, 0, 0, :
## variable 4: word_freq_3d has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0.15, 0.06, 0, 0, 0, 0, :
## variable 22: word_freq_font has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0.15, 0.06, 0, 0, 0, 0, :
## variable 32: word_freq_857 has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0.15, 0.06, 0, 0, 0, 0, :
## variable 34: word_freq_415 has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0.15, 0.06, 0, 0, 0, 0, :
## variable 38: word_freq_parts has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0.15, 0.06, 0, 0, 0, 0, :
## variable 41: word_freq_cs has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0.15, 0.06, 0, 0, 0, 0, :
## variable 47: word_freq_table has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0.15, 0.06, 0, 0, 0, 0, :
## variable 48: word_freq_conference has no variation.
## Iter   TrainDeviance   ValidDeviance   StepSize   Improve
##      1        1.2730             nan     0.1000    0.0339
##      2        1.2154             nan     0.1000    0.0268
##      3        1.1599             nan     0.1000    0.0279
##      4        1.1159             nan     0.1000    0.0217
##      5        1.0775             nan     0.1000    0.0187
##      6        1.0417             nan     0.1000    0.0166
##      7        1.0080             nan     0.1000    0.0164
##      8        0.9793             nan     0.1000    0.0134
##      9        0.9527             nan     0.1000    0.0134
##     10        0.9294             nan     0.1000    0.0108
##     20        0.7503             nan     0.1000    0.0060
##     40        0.5740             nan     0.1000    0.0022
##     60        0.4881             nan     0.1000    0.0013
##     80        0.4399             nan     0.1000    0.0011
##    100        0.4062             nan     0.1000    0.0004
##    120        0.3842             nan     0.1000    0.0002
##    140        0.3673             nan     0.1000   -0.0001
##    150        0.3604             nan     0.1000   -0.0000
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0.15, 0.06, 0, 0, 0, 0, :
## variable 4: word_freq_3d has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0.15, 0.06, 0, 0, 0, 0, :
## variable 22: word_freq_font has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0.15, 0.06, 0, 0, 0, 0, :
## variable 32: word_freq_857 has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0.15, 0.06, 0, 0, 0, 0, :
## variable 34: word_freq_415 has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0.15, 0.06, 0, 0, 0, 0, :
## variable 38: word_freq_parts has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0.15, 0.06, 0, 0, 0, 0, :
## variable 41: word_freq_cs has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0.15, 0.06, 0, 0, 0, 0, :
## variable 47: word_freq_table has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0.15, 0.06, 0, 0, 0, 0, :
## variable 48: word_freq_conference has no variation.
## Iter   TrainDeviance   ValidDeviance   StepSize   Improve
##      1        1.2514             nan     0.1000    0.0444
##      2        1.1790             nan     0.1000    0.0368
##      3        1.1178             nan     0.1000    0.0295
##      4        1.0587             nan     0.1000    0.0297
##      5        1.0129             nan     0.1000    0.0227
##      6        0.9629             nan     0.1000    0.0256
##      7        0.9250             nan     0.1000    0.0172
##      8        0.8857             nan     0.1000    0.0191
##      9        0.8532             nan     0.1000    0.0167
##     10        0.8213             nan     0.1000    0.0145
##     20        0.6154             nan     0.1000    0.0060
##     40        0.4464             nan     0.1000    0.0024
##     60        0.3819             nan     0.1000    0.0001
##     80        0.3481             nan     0.1000    0.0001
##    100        0.3229             nan     0.1000    0.0001
##    120        0.3075             nan     0.1000   -0.0001
##    140        0.2922             nan     0.1000    0.0001
##    150        0.2870             nan     0.1000   -0.0000
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0.15, 0.06, 0, 0, 0, 0, :
## variable 4: word_freq_3d has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0.15, 0.06, 0, 0, 0, 0, :
## variable 22: word_freq_font has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0.15, 0.06, 0, 0, 0, 0, :
## variable 32: word_freq_857 has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0.15, 0.06, 0, 0, 0, 0, :
## variable 34: word_freq_415 has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0.15, 0.06, 0, 0, 0, 0, :
## variable 38: word_freq_parts has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0.15, 0.06, 0, 0, 0, 0, :
## variable 41: word_freq_cs has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0.15, 0.06, 0, 0, 0, 0, :
## variable 47: word_freq_table has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0.15, 0.06, 0, 0, 0, 0, :
## variable 48: word_freq_conference has no variation.
## Iter   TrainDeviance   ValidDeviance   StepSize   Improve
##      1        1.2368             nan     0.1000    0.0509
##      2        1.1507             nan     0.1000    0.0405
##      3        1.0784             nan     0.1000    0.0368
##      4        1.0139             nan     0.1000    0.0301
##      5        0.9581             nan     0.1000    0.0260
##      6        0.9086             nan     0.1000    0.0244
##      7        0.8667             nan     0.1000    0.0201
##      8        0.8286             nan     0.1000    0.0189
##      9        0.7954             nan     0.1000    0.0161
##     10        0.7648             nan     0.1000    0.0148
##     20        0.5587             nan     0.1000    0.0058
##     40        0.4026             nan     0.1000    0.0010
##     60        0.3418             nan     0.1000    0.0004
##     80        0.3064             nan     0.1000   -0.0001
##    100        0.2853             nan     0.1000   -0.0000
##    120        0.2648             nan     0.1000   -0.0002
##    140        0.2490             nan     0.1000    0.0001
##    150        0.2427             nan     0.1000    0.0000
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0.06, 0, 0, 0, :
## variable 4: word_freq_3d has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0.06, 0, 0, 0, :
## variable 22: word_freq_font has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0.06, 0, 0, 0, :
## variable 32: word_freq_857 has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0.06, 0, 0, 0, :
## variable 34: word_freq_415 has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0.06, 0, 0, 0, :
## variable 38: word_freq_parts has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0.06, 0, 0, 0, :
## variable 41: word_freq_cs has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0.06, 0, 0, 0, :
## variable 47: word_freq_table has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0.06, 0, 0, 0, :
## variable 48: word_freq_conference has no variation.
## Iter   TrainDeviance   ValidDeviance   StepSize   Improve
##      1        1.2727             nan     0.1000    0.0332
##      2        1.2111             nan     0.1000    0.0302
##      3        1.1614             nan     0.1000    0.0243
##      4        1.1174             nan     0.1000    0.0218
##      5        1.0798             nan     0.1000    0.0179
##      6        1.0431             nan     0.1000    0.0177
##      7        1.0115             nan     0.1000    0.0156
##      8        0.9813             nan     0.1000    0.0139
##      9        0.9543             nan     0.1000    0.0124
##     10        0.9290             nan     0.1000    0.0123
##     20        0.7556             nan     0.1000    0.0079
##     40        0.5785             nan     0.1000    0.0030
##     60        0.4922             nan     0.1000    0.0011
##     80        0.4412             nan     0.1000    0.0000
##    100        0.4132             nan     0.1000    0.0003
##    120        0.3907             nan     0.1000    0.0002
##    140        0.3697             nan     0.1000    0.0007
##    150        0.3629             nan     0.1000    0.0000
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0.06, 0, 0, 0, :
## variable 4: word_freq_3d has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0.06, 0, 0, 0, :
## variable 22: word_freq_font has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0.06, 0, 0, 0, :
## variable 32: word_freq_857 has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0.06, 0, 0, 0, :
## variable 34: word_freq_415 has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0.06, 0, 0, 0, :
## variable 38: word_freq_parts has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0.06, 0, 0, 0, :
## variable 41: word_freq_cs has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0.06, 0, 0, 0, :
## variable 47: word_freq_table has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0.06, 0, 0, 0, :
## variable 48: word_freq_conference has no variation.
## Iter   TrainDeviance   ValidDeviance   StepSize   Improve
##      1        1.2542             nan     0.1000    0.0417
##      2        1.1781             nan     0.1000    0.0366
##      3        1.1088             nan     0.1000    0.0333
##      4        1.0529             nan     0.1000    0.0273
##      5        1.0009             nan     0.1000    0.0246
##      6        0.9580             nan     0.1000    0.0202
##      7        0.9202             nan     0.1000    0.0182
##      8        0.8844             nan     0.1000    0.0169
##      9        0.8515             nan     0.1000    0.0165
##     10        0.8243             nan     0.1000    0.0129
##     20        0.6117             nan     0.1000    0.0053
##     40        0.4478             nan     0.1000    0.0006
##     60        0.3870             nan     0.1000    0.0005
##     80        0.3484             nan     0.1000    0.0001
##    100        0.3242             nan     0.1000    0.0002
##    120        0.3061             nan     0.1000    0.0002
##    140        0.2925             nan     0.1000    0.0001
##    150        0.2871             nan     0.1000   -0.0003
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0.06, 0, 0, 0, :
## variable 4: word_freq_3d has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0.06, 0, 0, 0, :
## variable 22: word_freq_font has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0.06, 0, 0, 0, :
## variable 32: word_freq_857 has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0.06, 0, 0, 0, :
## variable 34: word_freq_415 has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0.06, 0, 0, 0, :
## variable 38: word_freq_parts has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0.06, 0, 0, 0, :
## variable 41: word_freq_cs has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0.06, 0, 0, 0, :
## variable 47: word_freq_table has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0.06, 0, 0, 0, :
## variable 48: word_freq_conference has no variation.
## Iter   TrainDeviance   ValidDeviance   StepSize   Improve
##      1        1.2402             nan     0.1000    0.0497
##      2        1.1539             nan     0.1000    0.0428
##      3        1.0858             nan     0.1000    0.0331
##      4        1.0206             nan     0.1000    0.0311
##      5        0.9679             nan     0.1000    0.0254
##      6        0.9180             nan     0.1000    0.0249
##      7        0.8776             nan     0.1000    0.0193
##      8        0.8390             nan     0.1000    0.0184
##      9        0.8068             nan     0.1000    0.0160
##     10        0.7755             nan     0.1000    0.0154
##     20        0.5569             nan     0.1000    0.0067
##     40        0.4019             nan     0.1000    0.0011
##     60        0.3445             nan     0.1000    0.0011
##     80        0.3116             nan     0.1000   -0.0000
##    100        0.2893             nan     0.1000    0.0001
##    120        0.2712             nan     0.1000   -0.0002
##    140        0.2592             nan     0.1000   -0.0001
##    150        0.2518             nan     0.1000   -0.0003
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0.06, 0, 0, 0, :
## variable 4: word_freq_3d has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0.06, 0, 0, 0, :
## variable 22: word_freq_font has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0.06, 0, 0, 0, :
## variable 32: word_freq_857 has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0.06, 0, 0, 0, :
## variable 34: word_freq_415 has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0.06, 0, 0, 0, :
## variable 38: word_freq_parts has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0.06, 0, 0, 0, :
## variable 41: word_freq_cs has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0.06, 0, 0, 0, :
## variable 47: word_freq_table has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0.06, 0, 0, 0, :
## variable 48: word_freq_conference has no variation.
## Iter   TrainDeviance   ValidDeviance   StepSize   Improve
##      1        1.2751             nan     0.1000    0.0329
##      2        1.2173             nan     0.1000    0.0274
##      3        1.1683             nan     0.1000    0.0241
##      4        1.1299             nan     0.1000    0.0176
##      5        1.0924             nan     0.1000    0.0183
##      6        1.0564             nan     0.1000    0.0177
##      7        1.0228             nan     0.1000    0.0164
##      8        0.9933             nan     0.1000    0.0142
##      9        0.9677             nan     0.1000    0.0124
##     10        0.9431             nan     0.1000    0.0118
##     20        0.7683             nan     0.1000    0.0065
##     40        0.5939             nan     0.1000    0.0019
##     60        0.5083             nan     0.1000    0.0018
##     80        0.4559             nan     0.1000    0.0007
##    100        0.4233             nan     0.1000    0.0004
##    120        0.4025             nan     0.1000    0.0002
##    140        0.3860             nan     0.1000    0.0001
##    150        0.3769             nan     0.1000    0.0001
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0.06, 0, 0, 0, :
## variable 4: word_freq_3d has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0.06, 0, 0, 0, :
## variable 22: word_freq_font has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0.06, 0, 0, 0, :
## variable 32: word_freq_857 has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0.06, 0, 0, 0, :
## variable 34: word_freq_415 has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0.06, 0, 0, 0, :
## variable 38: word_freq_parts has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0.06, 0, 0, 0, :
## variable 41: word_freq_cs has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0.06, 0, 0, 0, :
## variable 47: word_freq_table has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0.06, 0, 0, 0, :
## variable 48: word_freq_conference has no variation.
## Iter   TrainDeviance   ValidDeviance   StepSize   Improve
##      1        1.2586             nan     0.1000    0.0418
##      2        1.1799             nan     0.1000    0.0385
##      3        1.1166             nan     0.1000    0.0314
##      4        1.0577             nan     0.1000    0.0279
##      5        1.0095             nan     0.1000    0.0233
##      6        0.9646             nan     0.1000    0.0224
##      7        0.9278             nan     0.1000    0.0169
##      8        0.8943             nan     0.1000    0.0157
##      9        0.8629             nan     0.1000    0.0155
##     10        0.8369             nan     0.1000    0.0125
##     20        0.6315             nan     0.1000    0.0095
##     40        0.4622             nan     0.1000    0.0020
##     60        0.4028             nan     0.1000    0.0003
##     80        0.3673             nan     0.1000    0.0004
##    100        0.3417             nan     0.1000    0.0007
##    120        0.3243             nan     0.1000   -0.0000
##    140        0.3104             nan     0.1000   -0.0001
##    150        0.3041             nan     0.1000   -0.0001
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0.06, 0, 0, 0, :
## variable 4: word_freq_3d has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0.06, 0, 0, 0, :
## variable 22: word_freq_font has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0.06, 0, 0, 0, :
## variable 32: word_freq_857 has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0.06, 0, 0, 0, :
## variable 34: word_freq_415 has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0.06, 0, 0, 0, :
## variable 38: word_freq_parts has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0.06, 0, 0, 0, :
## variable 41: word_freq_cs has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0.06, 0, 0, 0, :
## variable 47: word_freq_table has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0.06, 0, 0, 0, :
## variable 48: word_freq_conference has no variation.
## Iter   TrainDeviance   ValidDeviance   StepSize   Improve
##      1        1.2450             nan     0.1000    0.0474
##      2        1.1583             nan     0.1000    0.0425
##      3        1.0897             nan     0.1000    0.0353
##      4        1.0262             nan     0.1000    0.0316
##      5        0.9726             nan     0.1000    0.0263
##      6        0.9268             nan     0.1000    0.0225
##      7        0.8836             nan     0.1000    0.0214
##      8        0.8476             nan     0.1000    0.0174
##      9        0.8150             nan     0.1000    0.0156
##     10        0.7840             nan     0.1000    0.0152
##     20        0.5756             nan     0.1000    0.0096
##     40        0.4133             nan     0.1000    0.0014
##     60        0.3575             nan     0.1000    0.0002
##     80        0.3230             nan     0.1000   -0.0001
##    100        0.3004             nan     0.1000    0.0001
##    120        0.2826             nan     0.1000    0.0001
##    140        0.2689             nan     0.1000   -0.0002
##    150        0.2621             nan     0.1000   -0.0001
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0.06, 0, 0, 0, :
## variable 4: word_freq_3d has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0.06, 0, 0, 0, :
## variable 22: word_freq_font has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0.06, 0, 0, 0, :
## variable 32: word_freq_857 has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0.06, 0, 0, 0, :
## variable 34: word_freq_415 has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0.06, 0, 0, 0, :
## variable 38: word_freq_parts has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0.06, 0, 0, 0, :
## variable 41: word_freq_cs has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0.06, 0, 0, 0, :
## variable 47: word_freq_table has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0.06, 0, 0, 0, :
## variable 48: word_freq_conference has no variation.
## Iter   TrainDeviance   ValidDeviance   StepSize   Improve
##      1        1.2756             nan     0.1000    0.0329
##      2        1.2181             nan     0.1000    0.0292
##      3        1.1705             nan     0.1000    0.0231
##      4        1.1226             nan     0.1000    0.0227
##      5        1.0845             nan     0.1000    0.0183
##      6        1.0483             nan     0.1000    0.0171
##      7        1.0153             nan     0.1000    0.0161
##      8        0.9865             nan     0.1000    0.0139
##      9        0.9599             nan     0.1000    0.0124
##     10        0.9338             nan     0.1000    0.0117
##     20        0.7543             nan     0.1000    0.0063
##     40        0.5797             nan     0.1000    0.0023
##     60        0.4907             nan     0.1000    0.0015
##     80        0.4396             nan     0.1000    0.0006
##    100        0.4105             nan     0.1000    0.0004
##    120        0.3857             nan     0.1000    0.0003
##    140        0.3709             nan     0.1000    0.0001
##    150        0.3653             nan     0.1000    0.0000
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0.06, 0, 0, 0, :
## variable 4: word_freq_3d has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0.06, 0, 0, 0, :
## variable 22: word_freq_font has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0.06, 0, 0, 0, :
## variable 32: word_freq_857 has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0.06, 0, 0, 0, :
## variable 34: word_freq_415 has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0.06, 0, 0, 0, :
## variable 38: word_freq_parts has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0.06, 0, 0, 0, :
## variable 41: word_freq_cs has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0.06, 0, 0, 0, :
## variable 47: word_freq_table has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0.06, 0, 0, 0, :
## variable 48: word_freq_conference has no variation.
## Iter   TrainDeviance   ValidDeviance   StepSize   Improve
##      1        1.2577             nan     0.1000    0.0423
##      2        1.1789             nan     0.1000    0.0396
##      3        1.1120             nan     0.1000    0.0335
##      4        1.0574             nan     0.1000    0.0270
##      5        1.0075             nan     0.1000    0.0239
##      6        0.9603             nan     0.1000    0.0223
##      7        0.9196             nan     0.1000    0.0200
##      8        0.8820             nan     0.1000    0.0176
##      9        0.8512             nan     0.1000    0.0147
##     10        0.8210             nan     0.1000    0.0142
##     20        0.6078             nan     0.1000    0.0088
##     40        0.4451             nan     0.1000    0.0010
##     60        0.3840             nan     0.1000    0.0010
##     80        0.3465             nan     0.1000    0.0003
##    100        0.3238             nan     0.1000    0.0000
##    120        0.3061             nan     0.1000    0.0002
##    140        0.2935             nan     0.1000    0.0000
##    150        0.2871             nan     0.1000   -0.0003
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0.06, 0, 0, 0, :
## variable 4: word_freq_3d has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0.06, 0, 0, 0, :
## variable 22: word_freq_font has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0.06, 0, 0, 0, :
## variable 32: word_freq_857 has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0.06, 0, 0, 0, :
## variable 34: word_freq_415 has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0.06, 0, 0, 0, :
## variable 38: word_freq_parts has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0.06, 0, 0, 0, :
## variable 41: word_freq_cs has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0.06, 0, 0, 0, :
## variable 47: word_freq_table has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0.06, 0, 0, 0, :
## variable 48: word_freq_conference has no variation.
## Iter   TrainDeviance   ValidDeviance   StepSize   Improve
##      1        1.2416             nan     0.1000    0.0473
##      2        1.1584             nan     0.1000    0.0411
##      3        1.0832             nan     0.1000    0.0358
##      4        1.0156             nan     0.1000    0.0335
##      5        0.9585             nan     0.1000    0.0271
##      6        0.9119             nan     0.1000    0.0226
##      7        0.8675             nan     0.1000    0.0224
##      8        0.8309             nan     0.1000    0.0178
##      9        0.7951             nan     0.1000    0.0180
##     10        0.7666             nan     0.1000    0.0135
##     20        0.5550             nan     0.1000    0.0065
##     40        0.3997             nan     0.1000    0.0011
##     60        0.3425             nan     0.1000    0.0002
##     80        0.3112             nan     0.1000   -0.0002
##    100        0.2878             nan     0.1000    0.0002
##    120        0.2715             nan     0.1000   -0.0001
##    140        0.2579             nan     0.1000    0.0000
##    150        0.2506             nan     0.1000   -0.0001
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0.06, 0, 0, 0, :
## variable 4: word_freq_3d has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0.06, 0, 0, 0, :
## variable 22: word_freq_font has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0.06, 0, 0, 0, :
## variable 32: word_freq_857 has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0.06, 0, 0, 0, :
## variable 34: word_freq_415 has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0.06, 0, 0, 0, :
## variable 38: word_freq_parts has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0.06, 0, 0, 0, :
## variable 41: word_freq_cs has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0.06, 0, 0, 0, :
## variable 47: word_freq_table has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0.06, 0, 0, 0, :
## variable 48: word_freq_conference has no variation.
## Iter   TrainDeviance   ValidDeviance   StepSize   Improve
##      1        1.2785             nan     0.1000    0.0324
##      2        1.2211             nan     0.1000    0.0289
##      3        1.1722             nan     0.1000    0.0244
##      4        1.1300             nan     0.1000    0.0196
##      5        1.0916             nan     0.1000    0.0186
##      6        1.0548             nan     0.1000    0.0172
##      7        1.0213             nan     0.1000    0.0163
##      8        0.9929             nan     0.1000    0.0136
##      9        0.9651             nan     0.1000    0.0130
##     10        0.9402             nan     0.1000    0.0119
##     20        0.7652             nan     0.1000    0.0056
##     40        0.5874             nan     0.1000    0.0024
##     60        0.5022             nan     0.1000    0.0019
##     80        0.4486             nan     0.1000    0.0008
##    100        0.4184             nan     0.1000    0.0004
##    120        0.3962             nan     0.1000    0.0001
##    140        0.3775             nan     0.1000    0.0002
##    150        0.3714             nan     0.1000    0.0001
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0.06, 0, 0, 0, :
## variable 4: word_freq_3d has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0.06, 0, 0, 0, :
## variable 22: word_freq_font has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0.06, 0, 0, 0, :
## variable 32: word_freq_857 has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0.06, 0, 0, 0, :
## variable 34: word_freq_415 has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0.06, 0, 0, 0, :
## variable 38: word_freq_parts has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0.06, 0, 0, 0, :
## variable 41: word_freq_cs has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0.06, 0, 0, 0, :
## variable 47: word_freq_table has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0.06, 0, 0, 0, :
## variable 48: word_freq_conference has no variation.
## Iter   TrainDeviance   ValidDeviance   StepSize   Improve
##      1        1.2569             nan     0.1000    0.0411
##      2        1.1884             nan     0.1000    0.0340
##      3        1.1169             nan     0.1000    0.0339
##      4        1.0574             nan     0.1000    0.0297
##      5        1.0083             nan     0.1000    0.0229
##      6        0.9710             nan     0.1000    0.0184
##      7        0.9338             nan     0.1000    0.0178
##      8        0.8968             nan     0.1000    0.0174
##      9        0.8626             nan     0.1000    0.0170
##     10        0.8331             nan     0.1000    0.0140
##     20        0.6363             nan     0.1000    0.0067
##     40        0.4603             nan     0.1000    0.0029
##     60        0.3952             nan     0.1000    0.0005
##     80        0.3619             nan     0.1000    0.0003
##    100        0.3399             nan     0.1000    0.0005
##    120        0.3230             nan     0.1000   -0.0001
##    140        0.3088             nan     0.1000   -0.0002
##    150        0.3009             nan     0.1000    0.0002
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0.06, 0, 0, 0, :
## variable 4: word_freq_3d has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0.06, 0, 0, 0, :
## variable 22: word_freq_font has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0.06, 0, 0, 0, :
## variable 32: word_freq_857 has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0.06, 0, 0, 0, :
## variable 34: word_freq_415 has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0.06, 0, 0, 0, :
## variable 38: word_freq_parts has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0.06, 0, 0, 0, :
## variable 41: word_freq_cs has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0.06, 0, 0, 0, :
## variable 47: word_freq_table has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0.06, 0, 0, 0, :
## variable 48: word_freq_conference has no variation.
## Iter   TrainDeviance   ValidDeviance   StepSize   Improve
##      1        1.2411             nan     0.1000    0.0499
##      2        1.1592             nan     0.1000    0.0398
##      3        1.0910             nan     0.1000    0.0342
##      4        1.0244             nan     0.1000    0.0321
##      5        0.9739             nan     0.1000    0.0245
##      6        0.9237             nan     0.1000    0.0252
##      7        0.8833             nan     0.1000    0.0197
##      8        0.8434             nan     0.1000    0.0190
##      9        0.8119             nan     0.1000    0.0149
##     10        0.7840             nan     0.1000    0.0134
##     20        0.5721             nan     0.1000    0.0058
##     40        0.4097             nan     0.1000    0.0016
##     60        0.3559             nan     0.1000    0.0007
##     80        0.3190             nan     0.1000    0.0003
##    100        0.2972             nan     0.1000   -0.0002
##    120        0.2794             nan     0.1000   -0.0002
##    140        0.2655             nan     0.1000   -0.0003
##    150        0.2593             nan     0.1000   -0.0003
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0.15, 0.06, 0, 0, 0, 0, 0, :
## variable 4: word_freq_3d has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0.15, 0.06, 0, 0, 0, 0, 0, :
## variable 22: word_freq_font has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0.15, 0.06, 0, 0, 0, 0, 0, :
## variable 32: word_freq_857 has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0.15, 0.06, 0, 0, 0, 0, 0, :
## variable 34: word_freq_415 has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0.15, 0.06, 0, 0, 0, 0, 0, :
## variable 38: word_freq_parts has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0.15, 0.06, 0, 0, 0, 0, 0, :
## variable 41: word_freq_cs has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0.15, 0.06, 0, 0, 0, 0, 0, :
## variable 47: word_freq_table has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0.15, 0.06, 0, 0, 0, 0, 0, :
## variable 48: word_freq_conference has no variation.
## Iter   TrainDeviance   ValidDeviance   StepSize   Improve
##      1        1.2730             nan     0.1000    0.0336
##      2        1.2159             nan     0.1000    0.0277
##      3        1.1699             nan     0.1000    0.0225
##      4        1.1215             nan     0.1000    0.0231
##      5        1.0827             nan     0.1000    0.0188
##      6        1.0463             nan     0.1000    0.0175
##      7        1.0137             nan     0.1000    0.0151
##      8        0.9826             nan     0.1000    0.0154
##      9        0.9563             nan     0.1000    0.0131
##     10        0.9332             nan     0.1000    0.0105
##     20        0.7575             nan     0.1000    0.0060
##     40        0.5834             nan     0.1000    0.0023
##     60        0.4953             nan     0.1000    0.0021
##     80        0.4437             nan     0.1000    0.0011
##    100        0.4112             nan     0.1000    0.0002
##    120        0.3898             nan     0.1000    0.0000
##    140        0.3707             nan     0.1000    0.0000
##    150        0.3638             nan     0.1000    0.0001
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0.15, 0.06, 0, 0, 0, 0, 0, :
## variable 4: word_freq_3d has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0.15, 0.06, 0, 0, 0, 0, 0, :
## variable 22: word_freq_font has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0.15, 0.06, 0, 0, 0, 0, 0, :
## variable 32: word_freq_857 has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0.15, 0.06, 0, 0, 0, 0, 0, :
## variable 34: word_freq_415 has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0.15, 0.06, 0, 0, 0, 0, 0, :
## variable 38: word_freq_parts has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0.15, 0.06, 0, 0, 0, 0, 0, :
## variable 41: word_freq_cs has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0.15, 0.06, 0, 0, 0, 0, 0, :
## variable 47: word_freq_table has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0.15, 0.06, 0, 0, 0, 0, 0, :
## variable 48: word_freq_conference has no variation.
## Iter   TrainDeviance   ValidDeviance   StepSize   Improve
##      1        1.2531             nan     0.1000    0.0436
##      2        1.1812             nan     0.1000    0.0363
##      3        1.1206             nan     0.1000    0.0296
##      4        1.0615             nan     0.1000    0.0288
##      5        1.0161             nan     0.1000    0.0224
##      6        0.9731             nan     0.1000    0.0207
##      7        0.9298             nan     0.1000    0.0214
##      8        0.8925             nan     0.1000    0.0178
##      9        0.8570             nan     0.1000    0.0175
##     10        0.8279             nan     0.1000    0.0130
##     20        0.6257             nan     0.1000    0.0078
##     40        0.4567             nan     0.1000    0.0018
##     60        0.3885             nan     0.1000    0.0006
##     80        0.3532             nan     0.1000    0.0004
##    100        0.3303             nan     0.1000    0.0005
##    120        0.3118             nan     0.1000   -0.0001
##    140        0.2972             nan     0.1000   -0.0000
##    150        0.2909             nan     0.1000   -0.0000
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0.15, 0.06, 0, 0, 0, 0, 0, :
## variable 4: word_freq_3d has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0.15, 0.06, 0, 0, 0, 0, 0, :
## variable 22: word_freq_font has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0.15, 0.06, 0, 0, 0, 0, 0, :
## variable 32: word_freq_857 has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0.15, 0.06, 0, 0, 0, 0, 0, :
## variable 34: word_freq_415 has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0.15, 0.06, 0, 0, 0, 0, 0, :
## variable 38: word_freq_parts has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0.15, 0.06, 0, 0, 0, 0, 0, :
## variable 41: word_freq_cs has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0.15, 0.06, 0, 0, 0, 0, 0, :
## variable 47: word_freq_table has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0.15, 0.06, 0, 0, 0, 0, 0, :
## variable 48: word_freq_conference has no variation.
## Iter   TrainDeviance   ValidDeviance   StepSize   Improve
##      1        1.2440             nan     0.1000    0.0491
##      2        1.1624             nan     0.1000    0.0398
##      3        1.0852             nan     0.1000    0.0386
##      4        1.0259             nan     0.1000    0.0295
##      5        0.9684             nan     0.1000    0.0268
##      6        0.9221             nan     0.1000    0.0210
##      7        0.8812             nan     0.1000    0.0202
##      8        0.8416             nan     0.1000    0.0191
##      9        0.8087             nan     0.1000    0.0161
##     10        0.7804             nan     0.1000    0.0132
##     20        0.5749             nan     0.1000    0.0062
##     40        0.4034             nan     0.1000    0.0013
##     60        0.3448             nan     0.1000    0.0010
##     80        0.3119             nan     0.1000    0.0000
##    100        0.2897             nan     0.1000   -0.0000
##    120        0.2742             nan     0.1000   -0.0001
##    140        0.2602             nan     0.1000   -0.0003
##    150        0.2541             nan     0.1000   -0.0001
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0.06, 0, 0, 0, :
## variable 4: word_freq_3d has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0.06, 0, 0, 0, :
## variable 22: word_freq_font has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0.06, 0, 0, 0, :
## variable 32: word_freq_857 has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0.06, 0, 0, 0, :
## variable 34: word_freq_415 has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0.06, 0, 0, 0, :
## variable 38: word_freq_parts has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0.06, 0, 0, 0, :
## variable 41: word_freq_cs has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0.06, 0, 0, 0, :
## variable 47: word_freq_table has no variation.
## Warning in gbm.fit(x = structure(c(0, 0.21, 0, 0, 0, 0.15, 0.06, 0, 0, 0, :
## variable 48: word_freq_conference has no variation.
## Iter   TrainDeviance   ValidDeviance   StepSize   Improve
##      1        1.2419             nan     0.1000    0.0499
##      2        1.1509             nan     0.1000    0.0446
##      3        1.0772             nan     0.1000    0.0355
##      4        1.0178             nan     0.1000    0.0300
##      5        0.9668             nan     0.1000    0.0250
##      6        0.9185             nan     0.1000    0.0239
##      7        0.8812             nan     0.1000    0.0184
##      8        0.8443             nan     0.1000    0.0176
##      9        0.8119             nan     0.1000    0.0148
##     10        0.7816             nan     0.1000    0.0139
##     20        0.5667             nan     0.1000    0.0045
##     40        0.4115             nan     0.1000    0.0010
##     60        0.3513             nan     0.1000    0.0004
##     80        0.3199             nan     0.1000    0.0002
##    100        0.2987             nan     0.1000   -0.0000
##    120        0.2812             nan     0.1000    0.0001
##    140        0.2665             nan     0.1000    0.0001
##    150        0.2600             nan     0.1000   -0.0005
vctProcEnds <- proc.time()
print(paste("Boosting algorithm random forest was created in...",vctProcEnds[1] - vctProcStrt[1]))
## [1] "Boosting algorithm random forest was created in... 45.25"

View Model - Boosting algorithm Random Forest

rf_GBMModel_imptute
## Stochastic Gradient Boosting 
## 
## 3682 samples
##   57 predictor
##    2 classes: '0', '1' 
## 
## No pre-processing
## Resampling: Cross-Validated (10 fold) 
## Summary of sample sizes: 3314, 3314, 3314, 3313, 3314, 3314, ... 
## Resampling results across tuning parameters:
## 
##   interaction.depth  n.trees  Accuracy   Kappa    
##   1                   50      0.9155311  0.8194654
##   1                  100      0.9263911  0.8438214
##   1                  150      0.9337236  0.8595913
##   2                   50      0.9282933  0.8478919
##   2                  100      0.9350816  0.8626077
##   2                  150      0.9380670  0.8691645
##   3                   50      0.9296490  0.8509458
##   3                  100      0.9407815  0.8748958
##   3                  150      0.9453988  0.8847048
## 
## Tuning parameter 'shrinkage' was held constant at a value of 0.1
## 
## Tuning parameter 'n.minobsinnode' was held constant at a value of 10
## Accuracy was used to select the optimal model using  the largest value.
## The final values used for the model were n.trees = 150,
##  interaction.depth = 3, shrinkage = 0.1 and n.minobsinnode = 10.

Observation
The Boosting Algorithm: GBM method with 10 fold cross validation gives error rate of about 5.76%

4. Boosting Algorithm: with 10 fold cross validation

vctProcStrt <- proc.time()
cvCtrl <- trainControl(method="cv",  number=10, allowParallel=T)
rf_crossfold_impute <- train(status~ ., 
                   method="rf", 
                   data=dfrSpamTrnDataImpute, 
                   verbose=F,
                   importance=T,
                   trControl=cvCtrl
)
vctProcEnds <- proc.time()
print(paste("Ten fold default algorithm random forest model was created in...",vctProcEnds[1] - vctProcStrt[1]))
## [1] "Ten fold default algorithm random forest model was created in... 833.84"

View Model - Ten fold default algorithm Random Forest

rf_crossfold_impute
## Random Forest 
## 
## 3682 samples
##   57 predictor
##    2 classes: '0', '1' 
## 
## No pre-processing
## Resampling: Cross-Validated (10 fold) 
## Summary of sample sizes: 3313, 3314, 3314, 3314, 3313, 3314, ... 
## Resampling results across tuning parameters:
## 
##   mtry  Accuracy   Kappa    
##    2    0.9372599  0.8667187
##   29    0.9440512  0.8823104
##   57    0.9402505  0.8744790
## 
## Accuracy was used to select the optimal model using  the largest value.
## The final value used for the model was mtry = 29.

Observation
Boosting Algorithm: with 10 fold cross validation gives an error rate of about 5.65%

5. Boosting Algorithm: OOB method

## set seed
set.seed(707)
# start time
vctProcStrt <- proc.time()
# random forest (default)
myControl <- trainControl(method="oob", number=10, repeats=3)
myMetric <- "Accuracy"
myMtry <- sqrt(ncol(dfrSpamTrnData)-2)
myNtrees <- 500
myTuneGrid <- expand.grid(.mtry=myMtry)
rf_OOBModel_impute <- train(status~., data=dfrSpamTrnDataImpute, 
                    verbose=F, metric=myMetric, trControl=myControl, 
                    tuneGrid=myTuneGrid, ntree=myNtrees)
# end time
vctProcEnds <- proc.time()
# print
print(paste("OOB method Random forest Model Created in secs :",vctProcEnds[1] - vctProcStrt[1]))
## [1] "OOB method Random forest Model Created in secs : 24.75"

View Model - Random Formbest (OOB)

rf_OOBModel_impute
## Random Forest 
## 
## 3682 samples
##   57 predictor
##    2 classes: '0', '1' 
## 
## No pre-processing
## Resampling results:
## 
##   Accuracy   Kappa    
##   0.9473112  0.8889758
## 
## Tuning parameter 'mtry' was held constant at a value of 7.483315

Observation
The Boosting Algorithm: OOB method gives error rate of about 5.45%

Conclusion
1. Hence we see that in the secomnd part Random Forest default algorithm gives the best result i.e the minimum error rate of about 5.21% which is still more than the first part’s error rate.
2. Therefore from the first and the second part the best result is obtained in the first part with an accuracy of about 95.55%

View Model Summary - Modified Random Forest

summary(rf_modified)
##                 Length   Class  Mode     
## call                   7 -none- call     
## type                   1 -none- character
## predicted           3682 factor numeric  
## err.rate             900 -none- numeric  
## confusion              6 -none- numeric  
## votes               7364 matrix numeric  
## oob.times           3682 -none- numeric  
## classes                2 -none- character
## importance           228 -none- numeric  
## importanceSD         171 -none- numeric  
## localImportance        0 -none- NULL     
## proximity       13557124 -none- numeric  
## ntree                  1 -none- numeric  
## mtry                   1 -none- numeric  
## forest                14 -none- list     
## y                   3682 factor numeric  
## test                   0 -none- NULL     
## inbag                  0 -none- NULL     
## terms                  3 terms  call

Top 10 Important Variables - Modified Random Forest

varImpPlot(rf_modified,
           sort = T,
           n.var = 10,
           main = "Top 10 - Variable Importance")

importance(rf_modified)
##                                     0          1 MeanDecreaseAccuracy
## word_freq_make              3.3591912  5.7495350           6.32249834
## word_freq_address           5.7746428  5.6824905           7.21065435
## word_freq_all               4.6913011  8.7517140           8.02190558
## word_freq_3d                4.6733791  0.2466784           3.89112517
## word_freq_our              15.5494163 17.1086412          20.40985273
## word_freq_over             10.2219232  9.0816319          12.84102439
## word_freq_remove           28.8389718 24.0990472          30.81305978
## word_freq_internet         13.1632614  8.9919643          13.94471861
## word_freq_order             6.3949399  6.5614530           7.59619956
## word_freq_mail              8.0013721  8.9075894          10.55843683
## word_freq_receive          11.4625063  5.2224899          11.79507713
## word_freq_will              6.3830735 14.0629679          14.66325793
## word_freq_people            1.4385797  9.2271343           7.75833012
## word_freq_report            3.6120901  4.1409907           4.83239507
## word_freq_addresses         5.4553414  3.5789091           6.19419923
## word_freq_free             26.3234944 25.4793944          29.92712324
## word_freq_business         12.7426370 10.9524175          14.35764338
## word_freq_email             7.7227185  6.8382037           9.29272247
## word_freq_you              11.0620084 17.8197381          19.34724619
## word_freq_credit            7.6991914  4.4515989           7.86418907
## word_freq_your             16.7186774 20.6078844          25.00899906
## word_freq_font              6.4934607  4.7028271           7.55504445
## word_freq_000              15.3382471  7.4746142          15.95092968
## word_freq_money            14.1606263 12.5526619          16.44154377
## word_freq_hp               19.2990091 24.1379616          27.26257599
## word_freq_hpl              11.1139858 17.4416534          18.86211876
## word_freq_george           14.6701439 19.1833431          20.79610767
## word_freq_650               8.9290503 10.3844195          13.57326588
## word_freq_lab               0.5372463  7.6648842           7.89951153
## word_freq_labs              5.2282198  8.6912701           9.51329829
## word_freq_telnet            3.5898237  6.8358661           7.22733789
## word_freq_857               1.9831074  5.4744328           6.00107821
## word_freq_data              3.8298480  8.0575507           8.52891354
## word_freq_415               2.9273494  5.1015665           5.64309753
## word_freq_85                6.0756770 10.2919824          10.21969630
## word_freq_technology       10.5623725  6.8011498          12.29900362
## word_freq_1999             11.3106383 16.0631002          17.36516613
## word_freq_parts            -1.9217733  4.3512949           2.08474324
## word_freq_pm                3.8621411 10.8729823          10.73175238
## word_freq_direct            5.4139657  1.7038704           5.82917198
## word_freq_cs                1.0373144  4.2630192           4.38402873
## word_freq_meeting           7.7680294 13.8229403          14.84297622
## word_freq_original          2.2188557  7.5566858           7.90815865
## word_freq_project           1.6947052  7.2571216           7.18376513
## word_freq_re               11.0128626 15.9380521          18.22984072
## word_freq_edu              16.5302654 20.8921919          23.24122806
## word_freq_table            -2.8682328  2.5030428          -0.02660313
## word_freq_conference        3.2066941  6.4710035           7.13785352
## char_freq_semicolon         7.2577441  8.1610568          11.17286397
## char_freq_openbracket       7.4696456 15.5713246          14.79998625
## char_freq_openboxbracket    4.3809996  5.5368212           6.68190426
## char_freq_exclamation      30.4789066 33.1800017          39.61872504
## char_freq_dollar           25.4894878 21.6022275          30.02121482
## char_freq_hash              6.3916094  4.6080058           7.23429954
## capital_run_length_average 25.8714490 22.5201723          30.97789027
## capital_run_length_longest 19.8193722 19.1657483          25.91289709
## capital_run_length_total   18.5253429 15.9021583          23.46781723
##                            MeanDecreaseGini
## word_freq_make                    6.6174352
## word_freq_address                 8.3002736
## word_freq_all                    20.1076487
## word_freq_3d                      1.8365616
## word_freq_our                    49.2666234
## word_freq_over                   12.9890176
## word_freq_remove                133.2448235
## word_freq_internet               23.2217085
## word_freq_order                   8.8592413
## word_freq_mail                   12.4747410
## word_freq_receive                14.8287471
## word_freq_will                   18.7925117
## word_freq_people                  5.3677003
## word_freq_report                  2.9484498
## word_freq_addresses               2.2540465
## word_freq_free                  128.0335472
## word_freq_business               22.0590973
## word_freq_email                  14.9756961
## word_freq_you                    48.5421172
## word_freq_credit                  9.0884574
## word_freq_your                  107.1306473
## word_freq_font                    2.4750190
## word_freq_000                    41.0379586
## word_freq_money                  64.7945875
## word_freq_hp                     73.5898021
## word_freq_hpl                    36.0321386
## word_freq_george                 37.2486298
## word_freq_650                     9.6392722
## word_freq_lab                     3.5448429
## word_freq_labs                    7.2594567
## word_freq_telnet                  3.9689816
## word_freq_857                     1.3506373
## word_freq_data                    6.1069533
## word_freq_415                     1.1567337
## word_freq_85                      6.5750979
## word_freq_technology              6.2076794
## word_freq_1999                   20.6639745
## word_freq_parts                   1.0790736
## word_freq_pm                      5.9490353
## word_freq_direct                  1.7371077
## word_freq_cs                      1.2820058
## word_freq_meeting                 8.7453069
## word_freq_original                2.1261928
## word_freq_project                 3.7425935
## word_freq_re                     15.3518016
## word_freq_edu                    27.0169206
## word_freq_table                   0.3754614
## word_freq_conference              2.3070838
## char_freq_semicolon               7.4159738
## char_freq_openbracket            19.9736772
## char_freq_openboxbracket          3.5465396
## char_freq_exclamation           231.3225049
## char_freq_dollar                140.3984546
## char_freq_hash                    5.9517660
## capital_run_length_average      114.1013223
## capital_run_length_longest       88.6492724
## capital_run_length_total         71.4952417
varUsed(rf_modified)
##  [1] 1129  976 2132  203 2394 1152 1714 1155  651 1672 1075 2940  935  485
## [15]  192 2312 1173 1577 4336  464 3330  315  875 1027 1811 1038 1340  621
## [29]  382  492  223  103  812  110  467  752 1295  162  685  267  225  952
## [43]  278  596 2181 1786   78  312 1152 3194  568 3954 1913  803 5231 4742
## [57] 5085

Summary
1. The exploratory analysis on the various instances(Master, Train, Test, Imputed) of the Spam dataset was perfeomred.
2. The dataset was checked for missing values, the given dataset had none.
3. The outliers were detected and they were imputed with the help of missforest concept.
4. The data properties and relationship between various attributes of data were shown with suitable plots.
5. Various Random forest Algorithm were used so as to learn the various methods available in R.
6.a. The testing data was predicted for most of the random forest model and the best one was higlighted.
6.b. The testing data prediction was carried out for without imputation part since all the model obtained by without imputation were comapritively stronger/accurate as compared to the ones with imputation.
7. Confusion Matrix was provided for each predicted results.

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