7  Naïve Bayes with caret

library('tidyverse')

── Attaching core tidyverse packages ──────────────────────── tidyverse 2.0.0 ──
✔ dplyr     1.1.4     ✔ readr     2.1.5
✔ forcats   1.0.0     ✔ stringr   1.5.1
✔ ggplot2   3.5.1     ✔ tibble    3.2.1
✔ lubridate 1.9.3     ✔ tidyr     1.3.1
✔ purrr     1.0.2     
── Conflicts ────────────────────────────────────────── tidyverse_conflicts() ──
✖ dplyr::filter() masks stats::filter()
✖ dplyr::lag()    masks stats::lag()
ℹ Use the conflicted package (<http://conflicted.r-lib.org/>) to force all conflicts to become errors

# read in the data 
diab_pop <- readRDS(here::here('DATA/diab_pop.RDS'))

7.0.1 Reminders about the Data

tibble::tribble(
  ~"Variable in Data", ~"Definition", ~"Data Type",
  'seqn', 'Respondent sequence number', 'Identifier',
  'riagendr', 'Gender', 'Categorical',
  'ridageyr', 'Age in years at screening', 'Continuous / Numerical',
  'ridreth1', 'Race/Hispanic origin', 'Categorical',
  'dmdeduc2', 'Education level', 'Adults 20+  - Categorical',
  'dmdmartl', 'Marital status', 'Categorical',
  'indhhin2', 'Annual household income', 'Categorical',
  'bmxbmi', 'Body Mass Index (kg/m**2)', 'Continuous / Numerical',
  'diq010', 'Doctor diagnosed diabetes', 'Categorical',
  'lbxglu', 'Fasting Glucose (mg/dL)', 'Continuous / Numerical'
) |>
  knitr::kable()

Variable in Data	Definition	Data Type
seqn	Respondent sequence number	Identifier
riagendr	Gender	Categorical
ridageyr	Age in years at screening	Continuous / Numerical
ridreth1	Race/Hispanic origin	Categorical
dmdeduc2	Education level	Adults 20+ - Categorical
dmdmartl	Marital status	Categorical
indhhin2	Annual household income	Categorical
bmxbmi	Body Mass Index (kg/m**2)	Continuous / Numerical
diq010	Doctor diagnosed diabetes	Categorical
lbxglu	Fasting Glucose (mg/dL)	Continuous / Numerical

7.0.2 Install if not Function

install_if_not <- function( list.of.packages ) {
  new.packages <- list.of.packages[!(list.of.packages %in% installed.packages()[,"Package"])]
  if(length(new.packages)) { install.packages(new.packages) } else { print(paste0("the package '", list.of.packages , "' is already installed")) }
}

7.1 The e1071 package

install_if_not('e1071')

[1] "the package 'e1071' is already installed"

install_if_not('klaR')

[1] "the package 'klaR' is already installed"

library('e1071')
library('klaR')

Loading required package: MASS

Attaching package: 'MASS'

The following object is masked from 'package:dplyr':

    select

7.2 Split Data

library('caret')

Loading required package: lattice

Attaching package: 'caret'

The following object is masked from 'package:purrr':

    lift

diab_pop.no_na <- na.omit(diab_pop)
trainIndex <- createDataPartition(diab_pop.no_na$diq010, 
                                  list = FALSE , 
                                  p = .8)

train_df <- diab_pop.no_na[trainIndex, ]
test_df <- diab_pop.no_na[-trainIndex, ]

7.3 Make Formula

features <- colnames(train_df)[!colnames(train_df) %in% c('diq010', 'seqn')]

library(e1071)

model_nb = train(x = train_df[,features],  
                 y = train_df$diq010, 
                 data = train,
                 'nb',
                 trControl = trainControl(method='cv', number=10))

Warning: In density.default(xx, ...) :
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Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 58

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 59

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 60

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 61

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 63

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 64

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 66

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 67

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 68

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 70

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 71

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 74

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 75

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 76

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 77

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 78

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 79

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 81

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 82

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 85

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 86

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 87

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 89

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 90

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 91

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 92

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 94

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 95

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 96

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 97

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 98

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 99

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 100

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 101

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 104

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 106

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 107

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 108

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 109

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 110

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 111

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 112

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 115

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 116

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 117

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 118

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 120

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 122

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 123

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 125

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 128

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 129

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 133

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 135

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 136

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 138

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 140

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 142

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 143

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 144

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 145

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 146

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 147

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 149

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 150

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 1

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 2

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 4

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 5

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 6

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 7

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 8

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 9

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 10

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 11

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 14

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 15

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 16

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 18

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 19

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 20

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 23

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 25

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 26

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 27

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 28

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 29

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 31

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 32

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 33

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 34

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 35

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 36

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 37

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 38

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 39

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 40

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 42

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 43

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 45

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 47

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 48

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 49

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 50

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 52

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 53

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 54

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 55

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 57

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 58

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 59

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 60

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 61

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 63

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 64

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 65

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 66

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 67

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 68

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 70

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 71

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 74

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 75

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 76

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 77

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 78

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 79

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 81

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 82

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 84

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 85

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 87

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 89

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 90

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 91

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 92

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 93

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 94

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 96

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 97

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 98

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 99

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 100

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 101

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 104

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 106

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 107

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 108

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 109

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 110

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 111

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 112

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 113

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 115

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 116

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 117

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 118

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 120

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 122

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 123

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 125

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 126

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 127

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 128

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 129

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 132

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 133

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 134

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 135

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 136

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 137

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 138

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 139

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 140

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 142

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 143

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 144

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 145

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 146

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 147

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 149

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 150

Warning: In density.default(xx, ...) :
 extra argument 'data' will be disregarded
Warning: In density.default(xx, ...) :
 extra argument 'data' will be disregarded
Warning: In density.default(xx, ...) :
 extra argument 'data' will be disregarded
Warning: In density.default(xx, ...) :
 extra argument 'data' will be disregarded
Warning: In density.default(xx, ...) :
 extra argument 'data' will be disregarded
Warning: In density.default(xx, ...) :
 extra argument 'data' will be disregarded

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 1

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 2

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 4

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 5

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 7

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 9

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 10

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 11

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 13

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 14

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 16

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 17

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 19

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 22

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 23

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 24

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 27

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 28

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 29

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 30

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 31

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 32

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 35

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 36

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 37

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 39

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 40

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 43

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 46

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 47

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 48

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 50

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 51

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 52

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 53

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 55

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 56

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 58

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 60

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 61

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 63

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 65

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 66

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 67

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 72

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 75

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 76

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 77

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 78

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 80

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 82

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 84

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 86

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 87

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 90

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 92

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 94

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 95

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 97

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 98

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 100

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 102

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 103

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 105

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 108

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 111

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 112

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 113

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 114

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 115

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 116

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 118

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 120

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 122

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 123

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 124

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 125

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 126

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 127

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 128

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 130

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 131

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 133

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 134

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 135

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 138

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 140

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 141

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 142

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 143

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 145

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 146

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 147

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 148

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 149

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 1

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 2

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 4

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 5

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 6

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 7

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 9

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 10

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 11

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 14

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 16

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 17

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 19

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 20

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 22

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 23

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 24

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 25

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 27

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 28

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 29

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 30

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 31

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 32

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 35

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 36

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 37

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 38

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 39

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 40

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 41

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 42

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 43

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 44

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 46

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 47

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 48

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 50

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 51

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 52

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 53

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 55

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 56

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 57

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 58

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 61

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 62

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 63

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 65

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 66

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 67

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 68

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 70

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 72

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 73

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 74

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 75

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 76

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 77

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 78

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 80

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 82

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 84

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 85

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 86

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 87

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 88

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 90

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 92

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 94

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 95

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 96

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 97

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 98

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 99

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 100

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 102

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 103

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 104

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 105

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 107

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 108

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 111

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 112

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 113

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 114

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 115

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 116

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 117

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 118

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 120

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 122

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 123

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 124

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 125

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 126

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 127

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 128

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 130

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 131

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 133

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 134

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 135

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 136

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 138

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 139

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 140

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 141

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 142

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 143

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 145

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 146

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 147

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 148

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 149

Warning: In density.default(xx, ...) :
 extra argument 'data' will be disregarded
Warning: In density.default(xx, ...) :
 extra argument 'data' will be disregarded
Warning: In density.default(xx, ...) :
 extra argument 'data' will be disregarded
Warning: In density.default(xx, ...) :
 extra argument 'data' will be disregarded
Warning: In density.default(xx, ...) :
 extra argument 'data' will be disregarded
Warning: In density.default(xx, ...) :
 extra argument 'data' will be disregarded

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 1

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 2

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 6

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 7

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 11

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 12

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 13

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 14

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 15

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 16

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 18

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 19

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 20

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 21

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 22

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 24

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 26

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 27

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 29

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 30

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 31

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 32

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 35

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 36

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 37

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 39

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 40

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 43

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 45

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 47

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 48

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 49

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 50

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 51

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 52

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 55

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 57

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 58

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 59

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 60

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 62

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 63

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 65

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 66

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 67

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 69

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 70

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 72

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 74

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 75

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 76

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 79

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 80

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 82

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 83

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 84

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 86

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 87

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 88

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 89

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 90

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 91

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 95

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 98

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 99

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 100

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 101

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 103

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 104

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 105

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 106

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 110

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 111

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 112

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 114

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 115

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 116

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 117

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 118

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 120

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 122

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 123

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 124

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 125

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 127

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 128

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 129

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 132

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 134

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 135

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 137

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 139

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 140

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 141

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 142

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 144

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 145

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 146

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 147

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 148

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 149

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 1

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 2

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 6

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 7

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 11

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 12

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 13

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 14

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 15

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 16

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 18

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 19

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 20

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 21

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 22

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 23

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 24

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 26

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 27

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 29

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 30

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 31

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 32

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 35

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 36

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 37

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 39

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 40

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 43

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 44

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 45

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 47

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 49

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 50

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 51

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 52

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 55

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 57

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 58

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 59

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 60

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 62

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 63

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 65

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 66

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 67

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 68

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 69

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 70

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 71

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 72

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 74

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 75

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 76

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 77

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 79

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 80

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 82

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 83

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 84

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 86

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 87

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 88

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 89

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 90

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 91

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 95

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 99

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 100

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 101

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 102

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 103

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 104

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 105

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 106

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 109

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 110

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 111

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 112

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 114

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 115

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 116

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 117

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 118

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 120

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 121

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 122

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 123

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 124

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 125

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 126

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 127

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 128

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 129

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 132

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 134

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 135

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 137

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 139

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 140

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 141

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 142

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 143

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 144

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 146

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 147

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 148

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 149

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 150

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 151

Warning: In density.default(xx, ...) :
 extra argument 'data' will be disregarded
Warning: In density.default(xx, ...) :
 extra argument 'data' will be disregarded
Warning: In density.default(xx, ...) :
 extra argument 'data' will be disregarded
Warning: In density.default(xx, ...) :
 extra argument 'data' will be disregarded
Warning: In density.default(xx, ...) :
 extra argument 'data' will be disregarded
Warning: In density.default(xx, ...) :
 extra argument 'data' will be disregarded

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 1

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 2

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 3

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 4

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 6

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 9

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 10

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 11

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 12

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 13

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 14

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 15

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 16

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 17

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 18

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 19

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 21

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 22

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 23

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 25

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 26

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 28

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 29

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 30

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 31

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 33

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 34

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 35

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 36

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 37

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 38

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 39

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 40

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 41

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 44

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 45

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 47

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 48

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 49

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 51

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 52

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 53

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 54

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 59

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 63

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 64

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 65

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 68

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 70

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 71

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 72

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 74

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 75

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 76

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 77

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 78

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 79

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 81

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 83

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 84

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 85

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 87

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 89

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 90

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 91

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 92

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 94

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 96

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 97

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 101

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 102

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 103

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 104

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 105

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 106

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 107

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 108

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 110

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 112

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 113

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 114

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 115

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 116

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 118

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 119

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 120

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 121

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 122

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 124

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 126

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 127

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 128

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 130

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 131

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 132

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 133

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 134

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 135

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 136

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 137

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 138

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 141

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 142

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 143

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 144

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 145

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 146

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 147

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 148

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 149

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 150

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 1

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 2

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 3

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 4

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 5

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 6

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 9

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 10

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 11

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 12

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 13

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 14

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 15

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 16

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 17

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 18

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 19

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 21

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 22

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 23

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 25

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 26

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 28

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 29

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 30

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 31

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 33

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 34

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 35

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 37

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 38

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 39

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 40

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 41

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 44

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 45

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 47

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 48

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 49

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 51

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 52

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 53

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 54

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 59

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 61

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 63

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 64

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 65

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 67

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 68

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 70

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 71

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 72

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 74

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 75

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 76

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 77

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 78

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 79

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 81

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 83

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 84

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 85

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 86

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 87

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 89

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 90

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 91

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 92

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 93

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 94

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 95

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 96

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 97

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 101

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 102

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 103

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 104

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 105

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 106

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 107

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 108

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 110

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 112

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 113

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 114

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 115

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 116

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 118

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 119

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 120

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 121

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 122

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 124

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 126

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 127

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 128

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 130

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 131

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 132

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 133

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 134

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 135

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 136

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 137

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 138

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 141

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 142

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 143

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 144

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 145

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 146

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 147

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 148

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 149

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 150

Warning: In density.default(xx, ...) :
 extra argument 'data' will be disregarded
Warning: In density.default(xx, ...) :
 extra argument 'data' will be disregarded
Warning: In density.default(xx, ...) :
 extra argument 'data' will be disregarded
Warning: In density.default(xx, ...) :
 extra argument 'data' will be disregarded
Warning: In density.default(xx, ...) :
 extra argument 'data' will be disregarded
Warning: In density.default(xx, ...) :
 extra argument 'data' will be disregarded

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 1

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 2

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 3

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 4

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 5

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 6

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 7

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 8

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 9

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 10

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 13

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 14

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 19

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 20

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 21

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 22

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 23

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 24

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 25

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 26

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 28

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 30

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 31

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 33

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 34

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 36

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 38

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 39

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 40

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 41

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 42

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 44

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 45

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 47

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 49

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 51

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 52

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 53

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 56

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 57

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 59

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 61

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 62

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 63

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 64

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 65

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 66

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 67

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 68

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 69

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 70

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 72

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 73

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 74

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 77

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 78

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 79

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 82

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 83

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 84

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 85

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 86

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 87

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 88

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 91

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 92

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 93

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 94

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 95

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 96

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 97

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 98

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 99

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 100

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 101

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 102

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 103

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 104

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 105

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 107

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 108

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 109

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 110

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 114

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 115

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 116

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 117

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 118

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 119

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 121

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 123

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 124

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 127

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 128

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 130

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 131

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 132

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 135

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 136

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 139

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 140

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 141

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 142

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 143

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 144

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 145

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 148

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 149

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 151

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 1

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 2

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 3

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 4

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 5

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 6

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 7

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 9

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 10

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 11

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 13

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 14

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 15

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 18

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 19

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 20

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 21

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 22

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 23

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 24

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 25

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 26

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 28

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 30

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 33

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 34

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 35

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 36

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 38

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 39

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 40

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 41

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 42

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 44

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 45

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 47

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 48

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 49

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 51

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 52

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 53

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 56

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 57

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 59

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 61

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 62

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 63

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 64

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 65

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 66

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 67

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 68

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 69

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 70

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 72

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 73

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 76

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 77

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 78

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 79

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 80

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 82

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 83

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 84

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 85

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 86

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 87

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 88

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 89

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 90

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 91

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 92

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 93

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 94

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 95

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 96

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 97

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 98

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 99

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 100

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 101

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 102

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 103

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 104

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 105

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 107

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 108

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 109

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 110

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 113

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 114

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 115

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 117

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 118

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 119

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 121

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 123

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 124

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 126

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 127

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 128

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 129

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 130

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 131

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 132

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 135

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 136

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 139

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 140

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 141

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 142

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 143

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 144

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 145

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 146

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 148

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 149

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 150

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 151

Warning: In density.default(xx, ...) :
 extra argument 'data' will be disregarded
Warning: In density.default(xx, ...) :
 extra argument 'data' will be disregarded
Warning: In density.default(xx, ...) :
 extra argument 'data' will be disregarded
Warning: In density.default(xx, ...) :
 extra argument 'data' will be disregarded
Warning: In density.default(xx, ...) :
 extra argument 'data' will be disregarded
Warning: In density.default(xx, ...) :
 extra argument 'data' will be disregarded

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 1

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 2

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 3

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 5

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 6

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 7

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 8

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 9

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 10

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 11

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 12

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 14

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 15

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 17

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 18

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 19

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 20

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 21

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 22

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 23

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 24

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 25

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 26

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 27

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 28

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 29

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 30

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 32

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 33

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 34

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 36

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 37

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 38

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 39

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 40

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 41

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 42

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 43

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 44

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 47

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 50

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 51

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 52

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 53

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 58

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 59

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 60

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 61

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 62

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 63

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 64

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 68

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 69

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 70

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 71

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 72

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 74

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 79

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 82

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 83

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 84

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 86

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 88

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 89

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 90

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 91

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 93

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 94

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 95

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 97

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 99

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 100

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 102

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 103

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 104

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 105

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 106

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 107

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 108

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 109

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 110

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 111

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 112

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 113

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 114

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 116

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 117

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 119

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 120

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 122

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 123

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 126

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 128

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 131

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 132

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 134

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 135

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 136

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 138

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 139

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 140

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 142

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 143

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 144

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 146

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 148

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 149

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 150

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 151

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 1

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 2

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 3

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 4

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 5

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 6

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 7

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 8

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 9

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 10

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 11

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 12

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 13

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 14

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 15

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 16

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 17

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 18

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 19

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 20

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 21

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 22

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 23

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 24

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 25

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 26

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 27

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 28

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 29

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 30

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 32

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 33

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 34

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 36

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 37

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 38

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 39

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 40

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 41

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 42

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 43

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 44

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 45

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 47

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 48

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 49

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 50

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 51

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 52

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 53

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 55

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 58

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 59

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 61

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 62

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 63

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 64

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 66

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 67

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 68

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 69

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 70

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 71

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 72

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 74

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 79

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 81

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 82

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 83

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 84

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 86

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 88

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 89

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 90

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 91

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 93

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 94

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 95

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 97

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 99

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 100

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 102

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 103

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 104

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 105

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 106

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 107

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 108

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 109

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 110

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 112

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 113

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 114

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 116

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 117

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 119

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 122

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 123

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 126

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 128

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 131

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 132

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 134

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 135

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 136

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 138

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 140

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 141

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 143

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 144

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 146

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 147

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 148

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 149

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 150

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 151

Warning: In density.default(xx, ...) :
 extra argument 'data' will be disregarded
Warning: In density.default(xx, ...) :
 extra argument 'data' will be disregarded
Warning: In density.default(xx, ...) :
 extra argument 'data' will be disregarded
Warning: In density.default(xx, ...) :
 extra argument 'data' will be disregarded
Warning: In density.default(xx, ...) :
 extra argument 'data' will be disregarded
Warning: In density.default(xx, ...) :
 extra argument 'data' will be disregarded

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 2

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 4

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 7

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 9

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 10

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 11

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 12

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 13

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 14

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 16

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 17

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 18

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 20

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 21

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 22

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 23

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 24

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 25

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 26

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 27

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 29

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 30

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 35

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 37

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 38

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 39

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 41

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 42

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 43

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 44

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 45

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 46

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 47

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 50

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 51

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 52

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 53

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 54

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 55

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 56

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 57

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 58

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 59

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 60

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 61

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 62

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 63

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 64

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 65

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 66

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 67

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 68

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 69

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 71

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 74

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 75

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 76

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 77

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 79

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 81

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 82

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 83

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 84

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 85

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 86

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 88

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 89

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 90

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 92

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 94

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 96

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 97

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 98

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 99

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 101

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 102

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 103

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 104

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 105

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 106

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 107

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 109

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 110

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 111

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 112

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 113

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 115

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 117

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 118

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 120

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 122

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 123

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 126

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 129

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 130

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 131

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 132

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 133

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 134

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 135

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 136

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 137

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 140

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 142

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 143

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 144

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 145

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 146

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 147

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 150

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 1

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 2

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 3

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 4

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 6

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 7

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 9

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 10

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 11

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 12

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 13

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 14

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 16

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 17

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 18

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 20

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 21

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 22

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 23

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 24

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 25

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 26

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 27

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 29

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 30

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 32

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 35

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 37

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 38

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 39

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 41

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 42

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 44

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 45

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 46

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 47

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 48

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 50

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 51

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 52

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 53

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 54

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 55

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 56

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 57

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 58

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 59

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 60

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 61

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 62

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 63

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 64

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 65

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 66

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 67

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 68

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 69

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 71

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 74

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 75

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 76

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 77

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 79

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 80

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 81

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 82

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 83

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 84

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 85

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 86

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 88

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 89

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 90

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 91

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 92

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 94

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 96

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 97

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 98

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 99

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 101

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 102

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 103

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 104

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 105

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 106

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 107

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 109

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 110

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 111

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 112

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 113

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 116

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 117

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 118

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 119

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 120

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 122

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 123

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 125

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 126

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 127

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 129

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 130

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 131

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 132

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 133

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 134

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 135

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 136

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 137

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 140

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 141

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 142

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 143

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 144

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 145

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 146

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 147

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 150

Warning: In density.default(xx, ...) :
 extra argument 'data' will be disregarded
Warning: In density.default(xx, ...) :
 extra argument 'data' will be disregarded
Warning: In density.default(xx, ...) :
 extra argument 'data' will be disregarded
Warning: In density.default(xx, ...) :
 extra argument 'data' will be disregarded
Warning: In density.default(xx, ...) :
 extra argument 'data' will be disregarded
Warning: In density.default(xx, ...) :
 extra argument 'data' will be disregarded

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 1

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 2

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 3

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 5

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 6

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 8

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 9

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 10

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 13

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 16

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 17

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 19

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 20

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 21

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 22

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 23

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 24

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 26

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 27

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 28

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 29

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 30

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 34

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 35

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 36

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 37

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 38

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 40

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 41

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 42

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 43

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 44

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 47

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 49

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 50

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 51

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 52

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 54

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 59

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 61

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 62

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 63

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 64

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 65

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 66

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 67

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 68

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 69

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 70

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 71

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 73

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 74

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 75

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 76

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 78

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 79

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 80

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 82

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 85

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 86

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 87

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 89

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 90

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 91

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 92

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 95

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 96

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 97

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 100

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 101

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 104

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 105

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 108

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 110

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 111

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 112

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 115

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 116

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 117

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 118

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 119

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 124

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 125

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 127

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 128

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 129

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 130

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 131

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 132

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 134

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 136

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 138

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 139

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 140

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 143

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 144

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 146

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 147

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 1

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 2

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 3

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 5

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 6

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 8

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 9

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 10

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 12

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 13

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 16

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 17

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 19

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 20

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 21

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 22

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 23

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 24

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 26

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 27

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 28

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 29

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 30

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 34

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 35

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 36

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 38

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 40

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 41

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 42

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 43

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 44

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 47

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 49

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 50

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 51

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 52

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 53

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 54

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 56

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 59

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 61

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 62

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 63

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 64

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 65

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 66

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 67

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 68

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 69

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 70

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 71

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 73

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 74

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 75

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 76

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 78

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 79

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 80

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 82

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 83

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 84

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 85

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 86

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 87

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 89

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 90

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 91

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 92

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 93

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 95

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 96

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 97

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 98

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 99

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 100

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 101

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 102

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 103

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 104

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 105

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 106

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 108

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 110

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 111

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 112

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 114

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 115

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 116

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 117

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 118

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 119

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 120

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 124

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 125

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 126

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 127

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 128

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 129

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 130

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 131

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 132

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 134

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 136

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 138

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 139

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 140

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 141

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 143

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 144

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 146

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 147

Warning: In density.default(xx, ...) :
 extra argument 'data' will be disregarded
Warning: In density.default(xx, ...) :
 extra argument 'data' will be disregarded
Warning: In density.default(xx, ...) :
 extra argument 'data' will be disregarded
Warning: In density.default(xx, ...) :
 extra argument 'data' will be disregarded
Warning: In density.default(xx, ...) :
 extra argument 'data' will be disregarded
Warning: In density.default(xx, ...) :
 extra argument 'data' will be disregarded

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 1

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 3

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 4

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 7

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 8

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 9

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 10

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 11

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 12

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 13

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 14

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 18

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 19

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 20

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 21

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 22

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 23

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 25

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 26

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 27

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 28

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 29

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 30

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 32

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 33

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 34

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 35

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 36

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 38

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 39

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 41

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 42

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 44

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 45

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 46

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 47

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 49

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 51

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 52

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 53

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 54

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 55

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 56

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 57

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 59

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 60

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 61

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 62

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 63

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 64

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 65

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 66

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 67

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 68

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 70

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 72

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 73

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 75

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 76

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 78

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 79

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 80

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 82

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 83

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 86

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 87

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 88

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 89

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 90

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 91

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 94

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 97

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 98

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 99

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 100

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 101

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 105

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 106

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 108

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 109

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 110

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 111

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 113

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 114

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 116

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 120

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 121

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 122

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 123

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 125

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 126

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 128

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 129

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 130

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 132

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 133

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 135

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 137

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 138

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 139

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 140

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 142

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 143

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 144

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 145

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 147

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 148

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 150

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 1

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 3

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 4

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 6

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 7

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 8

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 9

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 10

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 11

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 12

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 13

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 14

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 18

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 19

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 20

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 21

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 22

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 23

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 25

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 26

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 27

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 28

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 29

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 30

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 32

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 33

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 34

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 35

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 36

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 37

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 38

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 39

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 42

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 43

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 44

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 45

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 46

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 47

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 49

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 51

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 52

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 53

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 54

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 55

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 56

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 58

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 59

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 60

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 61

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 62

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 63

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 64

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 65

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 66

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 67

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 68

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 70

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 72

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 73

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 74

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 75

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 76

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 80

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 81

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 82

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 83

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 85

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 86

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 87

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 88

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 89

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 90

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 91

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 94

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 97

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 98

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 99

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 100

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 101

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 105

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 106

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 108

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 109

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 110

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 111

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 113

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 116

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 117

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 119

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 120

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 121

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 122

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 123

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 125

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 126

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 128

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 129

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 130

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 132

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 133

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 134

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 135

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 137

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 138

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 139

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 140

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 142

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 143

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 144

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 145

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 146

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 147

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 148

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 150

summary(model_nb)

            Length Class      Mode     
apriori     2      table      numeric  
tables      8      -none-     list     
levels      2      -none-     character
call        6      -none-     call     
x           8      data.frame list     
usekernel   1      -none-     logical  
varnames    8      -none-     character
xNames      8      -none-     character
problemType 1      -none-     character
tuneValue   3      data.frame list     
obsLevels   2      -none-     character
param       1      -none-     list     

plot(model_nb)

7.4 Score

class <- predict(model_nb, test_df)

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 1

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 2

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 3

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 4

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 5

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 6

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 7

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 9

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 10

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 12

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 13

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 15

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 17

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 18

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 19

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 20

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 21

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 22

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 23

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 24

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 25

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 27

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 28

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 29

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 31

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 35

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 36

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 38

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 39

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 40

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 41

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 42

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 43

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 44

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 45

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 47

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 48

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 50

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 51

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 55

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 57

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 59

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 60

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 61

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 62

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 64

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 65

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 66

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 67

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 68

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 69

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 70

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 71

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 72

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 74

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 75

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 76

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 77

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 79

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 80

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 81

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 82

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 83

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 84

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 85

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 86

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 87

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 88

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 89

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 91

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 92

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 93

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 94

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 96

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 98

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 99

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 100

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 101

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 103

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 104

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 106

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 108

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 109

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 110

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 111

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 112

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 113

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 114

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 116

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 117

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 119

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 120

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 122

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 124

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 125

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 126

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 127

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 128

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 129

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 131

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 132

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 134

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 136

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 137

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 138

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 139

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 141

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 143

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 145

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 149

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 151

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 152

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 153

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 154

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 155

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 156

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 157

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 159

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 160

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 162

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 163

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 164

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 165

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 166

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 170

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 171

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 172

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 173

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 174

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 175

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 176

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 177

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 178

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 180

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 181

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 182

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 183

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 184

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 185

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 186

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 190

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 191

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 192

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 193

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 194

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 196

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 197

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 198

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 199

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 200

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 201

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 202

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 206

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 207

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 208

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 211

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 212

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 213

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 214

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 215

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 216

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 217

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 219

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 220

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 221

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 223

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 224

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 225

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 226

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 228

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 229

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 230

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 231

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 232

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 234

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 235

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 237

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 239

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 240

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 241

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 242

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 245

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 246

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 247

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 248

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 250

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 251

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 253

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 255

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 256

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 259

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 260

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 261

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 262

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 263

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 264

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 265

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 266

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 267

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 269

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 270

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 272

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 276

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 277

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 279

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 280

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 281

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 282

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 283

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 284

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 285

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 286

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 287

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 288

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 289

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 290

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 291

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 292

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 293

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 294

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 295

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 296

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 297

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 298

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 300

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 301

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 302

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 303

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 304

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 305

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 307

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 308

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 309

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 311

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 312

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 313

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 314

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 315

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 316

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 317

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 319

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 320

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 321

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 322

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 323

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 324

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 325

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 326

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 327

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 328

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 332

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 333

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 334

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 335

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 336

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 337

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 338

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 339

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 340

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 341

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 342

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 343

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 344

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 345

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 346

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 347

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 348

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 349

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 350

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 351

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 352

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 353

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 354

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 355

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 356

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 357

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 358

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 359

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 360

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 361

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 362

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 363

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 364

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 366

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 368

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 369

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 371

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 372

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 373

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 374

probs <- predict(model_nb, test_df, 'prob')

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 1

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 2

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 3

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 4

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 5

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 6

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 7

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 9

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 10

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 12

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 13

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 15

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 17

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 18

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 19

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 20

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 21

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 22

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 23

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 24

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 25

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 27

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 28

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 29

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 31

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 35

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 36

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 38

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 39

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 40

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 41

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 42

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 43

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 44

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 45

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 47

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 48

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 50

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 51

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 55

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 57

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 59

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 60

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 61

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 62

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 64

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 65

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 66

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 67

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 68

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 69

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 70

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 71

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 72

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 74

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 75

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 76

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 77

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 79

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 80

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 81

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 82

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 83

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 84

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 85

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 86

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 87

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 88

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 89

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 91

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 92

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 93

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 94

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 96

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 98

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 99

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 100

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 101

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 103

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 104

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 106

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 108

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 109

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 110

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 111

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 112

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 113

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 114

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 116

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 117

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 119

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 120

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 122

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 124

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 125

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 126

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 127

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 128

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 129

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 131

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 132

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 134

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 136

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 137

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 138

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 139

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 141

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 143

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 145

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 149

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 151

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 152

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 153

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 154

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 155

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 156

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 157

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 159

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 160

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 162

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 163

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 164

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 165

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 166

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 170

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 171

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 172

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 173

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 174

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 175

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 176

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 177

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 178

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 180

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 181

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 182

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 183

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 184

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 185

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 186

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 190

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 191

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 192

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 193

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 194

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 196

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 197

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 198

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 199

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 200

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 201

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 202

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 206

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 207

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 208

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 211

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 212

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 213

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 214

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 215

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 216

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 217

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 219

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 220

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 221

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 223

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 224

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 225

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 226

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 228

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 229

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 230

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 231

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 232

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 234

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 235

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 237

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 239

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 240

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 241

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 242

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 245

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 246

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 247

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 248

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 250

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 251

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 253

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 255

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 256

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 259

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 260

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 261

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 262

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 263

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 264

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 265

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 266

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 267

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 269

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 270

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 272

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 276

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 277

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 279

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 280

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 281

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 282

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 283

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 284

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 285

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 286

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 287

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 288

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 289

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 290

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 291

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 292

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 293

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 294

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 295

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 296

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 297

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 298

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 300

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 301

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 302

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 303

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 304

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 305

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 307

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 308

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 309

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 311

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 312

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 313

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 314

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 315

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 316

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 317

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 319

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 320

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 321

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 322

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 323

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 324

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 325

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 326

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 327

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 328

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 332

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 333

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 334

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 335

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 336

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 337

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 338

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 339

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 340

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 341

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 342

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 343

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 344

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 345

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 346

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 347

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 348

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 349

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 350

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 351

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 352

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 353

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 354

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 355

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 356

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 357

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 358

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 359

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 360

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 361

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 362

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 363

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 364

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 366

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 368

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 369

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 371

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 372

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 373

Warning in FUN(X[[i]], ...): Numerical 0 probability for all classes with
observation 374

test.scored <- cbind(test_df, class, probs)

7.5 yardstick

library('dplyr')
library('yardstick')

Attaching package: 'yardstick'

The following objects are masked from 'package:caret':

    precision, recall, sensitivity, specificity

The following object is masked from 'package:readr':

    spec

test.scored %>%
  conf_mat(truth=diq010, class)

             Truth
Prediction    Diabetes No Diabetes
  Diabetes          30           7
  No Diabetes       26         312

test.scored %>%
  conf_mat(truth=diq010, class) %>%
  autoplot()

test.scored %>%
  conf_mat(truth=diq010, class) %>%
  summary()

# A tibble: 13 × 3
   .metric              .estimator .estimate
   <chr>                <chr>          <dbl>
 1 accuracy             binary        0.912 
 2 kap                  binary        0.597 
 3 sens                 binary        0.536 
 4 spec                 binary        0.978 
 5 ppv                  binary        0.811 
 6 npv                  binary        0.923 
 7 mcc                  binary        0.614 
 8 j_index              binary        0.514 
 9 bal_accuracy         binary        0.757 
10 detection_prevalence binary        0.0987
11 precision            binary        0.811 
12 recall               binary        0.536 
13 f_meas               binary        0.645 

test.scored %>%
  conf_mat(truth=diq010, class) %>%
  summary() %>%
  ggplot(aes(y=.metric, x=.estimate, fill=.metric)) +
  geom_bar(stat="identity")

test.scored %>%
  roc_curve(truth=diq010, Diabetes) %>%
  mutate(FPR = 1 - specificity) %>%
  mutate(TPR = sensitivity) %>%
  ggplot(aes(x=FPR, y=TPR)) +
  geom_line() +
  annotate("text", 
           x=.94, y=0, 
           label= paste("AUC: ",round(roc_auc(test.scored, truth=diq010, Diabetes)$.estimate,3))) +
  ggtitle("ROC Curve")

test.scored %>%
  pr_curve(truth=diq010, Diabetes) %>%
  ggplot(aes(x=recall, y=precision)) +
  geom_line() +
  annotate("text", 
           x=.94, y=0, 
           label= paste("PR_AUC: ",round(pr_auc(test.scored, truth=diq010, Diabetes)$.estimate,3))) +
  ggtitle("PR Curve")

test.scored %>%
  gain_curve(truth=diq010, Diabetes) %>%
  autoplot()

test.scored %>%
  lift_curve(truth=diq010, Diabetes) %>%
  autoplot()