Naive Bayes

sms_spam_ham

Assignment 30

sms_data<-read.csv("C:\\Users\\RISHI RAHUL\\Desktop\\DS\\R Codes\\13 Naive Bayes\\sms_raw_NB.csv",stringsAsFactors = F)
class(sms_data)
## [1] "data.frame"
str(sms_data)
## 'data.frame':    5559 obs. of  2 variables:
##  $ type: chr  "ham" "ham" "ham" "spam" ...
##  $ text: chr  "Hope you are having a good week. Just checking in" "K..give back my thanks." "Am also doing in cbe only. But have to pay." "complimentary 4 STAR Ibiza Holiday or å£10,000 cash needs your URGENT collection. 09066364349 NOW from Landline"| __truncated__ ...
sms_data$type<-as.factor(sms_data$type)
str(sms_data)
## 'data.frame':    5559 obs. of  2 variables:
##  $ type: Factor w/ 2 levels "ham","spam": 1 1 1 2 2 1 1 1 2 1 ...
##  $ text: chr  "Hope you are having a good week. Just checking in" "K..give back my thanks." "Am also doing in cbe only. But have to pay." "complimentary 4 STAR Ibiza Holiday or å£10,000 cash needs your URGENT collection. 09066364349 NOW from Landline"| __truncated__ ...
table(sms_data$type)
## 
##  ham spam 
## 4812  747
library(tm)
## Loading required package: NLP
new_stopwords <- readLines("C:\\Users\\RISHI RAHUL\\Desktop\\DS\\R Codes\\13 Naive Bayes\\stop.txt")
## Warning in readLines("C:\\Users\\RISHI RAHUL\\Desktop\\DS\\R Codes\\13
## Naive Bayes\\stop.txt"): incomplete final line found on 'C:\Users\RISHI
## RAHUL\Desktop\DS\R Codes\13 Naive Bayes\stop.txt'
# Prepare corpuse for the text data 
sms_corpous<-Corpus(VectorSource(sms_data$text))
class(sms_corpous)
## [1] "SimpleCorpus" "Corpus"
# Cleaning data (removing unwanted symbols)
corpus_clean<-tm_map(sms_corpous,tolower)
corpus_clean<-tm_map(corpus_clean, removeNumbers)
corpus_clean<-tm_map(corpus_clean,removeWords, new_stopwords)
corpus_clean<-tm_map(corpus_clean,removePunctuation)
corpus_clean<-tm_map(corpus_clean,stripWhitespace)
class(corpus_clean)
## [1] "SimpleCorpus" "Corpus"
# Do not run the plainTextDocument
# corpus_clean <- tm_map(corpus_clean, PlainTextDocument)
#as.character(corpus_clean)
# create a document-term sparse matrix
#corpus_clean<-Corpus(VectorSource(corpus_clean))
sms_dtm <- DocumentTermMatrix(corpus_clean) 
class(sms_dtm)
## [1] "DocumentTermMatrix"    "simple_triplet_matrix"
# if code at 25 shows any error run the code at line 24 first and proceed
as.character(sms_dtm)
##     [1] "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
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##  [2109] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [2126] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [2143] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [2160] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [2177] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [2194] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [2211] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [2228] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [2245] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [2262] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [2279] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [2296] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [2313] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [2330] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [2347] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [2364] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [2381] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [2398] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [2415] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [2432] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [2449] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [2466] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [2483] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [2500] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [2517] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [2534] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [2551] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [2568] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [2585] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [2602] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [2619] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [2636] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [2653] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [2670] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [2687] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [2704] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [2721] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [2738] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [2755] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [2772] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [2789] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [2806] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [2823] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [2840] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [2857] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [2874] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [2891] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [2908] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [2925] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [2942] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [2959] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [2976] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [2993] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [3010] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [3027] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [3044] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [3061] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [3078] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [3095] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [3112] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [3129] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [3146] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [3163] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [3180] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [3197] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [3214] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [3231] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [3248] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [3265] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [3282] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [3299] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [3316] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [3333] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [3350] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [3367] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [3384] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [3401] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [3418] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [3435] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [3452] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [3469] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [3486] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [3503] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [3520] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [3537] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [3554] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [3571] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [3588] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [3605] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1"
##  [3622] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [3639] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [3656] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [3673] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [3690] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [3707] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [3724] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1"
##  [3741] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [3758] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [3775] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [3792] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [3809] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [3826] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [3843] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [3860] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [3877] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [3894] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [3911] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [3928] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [3945] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [3962] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [3979] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [3996] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [4013] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [4030] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [4047] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [4064] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [4081] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [4098] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [4115] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [4132] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [4149] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [4166] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [4183] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [4200] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [4217] "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [4234] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [4251] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [4268] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [4285] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [4302] "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [4319] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [4336] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [4353] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [4370] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [4387] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [4404] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [4421] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [4438] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [4455] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [4472] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [4489] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [4506] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [4523] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [4540] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [4557] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [4574] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [4591] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [4608] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [4625] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [4642] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [4659] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [4676] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [4693] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [4710] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [4727] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [4744] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [4761] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [4778] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [4795] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [4812] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [4829] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [4846] "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [4863] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [4880] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [4897] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [4914] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [4931] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [4948] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [4965] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [4982] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [4999] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [5016] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [5033] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [5050] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [5067] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0"
##  [5084] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [5101] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [5118] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [5135] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [5152] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [5169] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [5186] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [5203] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [5220] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [5237] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [5254] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [5271] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [5288] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [5305] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [5322] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [5339] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [5356] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [5373] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [5390] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [5407] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [5424] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [5441] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [5458] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [5475] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [5492] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [5509] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [5526] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [5543] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [5560] "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [5577] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [5594] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [5611] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1"
##  [5628] "1" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0"
##  [5645] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [5662] "0" "1" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [5679] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [5696] "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0"
##  [5713] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [5730] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [5747] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [5764] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [5781] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [5798] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0"
##  [5815] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [5832] "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [5849] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1"
##  [5866] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [5883] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [5900] "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [5917] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [5934] "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [5951] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [5968] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [5985] "0" "0" "0" "0" "0" "0" "0" "2" "0" "0" "0" "0" "0" "0" "0" "0" "1"
##  [6002] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [6019] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [6036] "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "1" "1" "0" "0" "0" "0" "0"
##  [6053] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [6070] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [6087] "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [6104] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [6121] "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [6138] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1"
##  [6155] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [6172] "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [6189] "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0"
##  [6206] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [6223] "0" "0" "0" "0" "1" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [6240] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [6257] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "2"
##  [6274] "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [6291] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0"
##  [6308] "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "1" "0" "0" "2" "0" "0" "0"
##  [6325] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [6342] "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0"
##  [6359] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [6376] "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "1" "0" "0" "0" "1"
##  [6393] "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [6410] "0" "0" "0" "0" "0" "0" "0" "0" "1" "1" "0" "0" "0" "0" "1" "0" "0"
##  [6427] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [6444] "0" "1" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [6461] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [6478] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [6495] "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [6512] "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0"
##  [6529] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [6546] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [6563] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [6580] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [6597] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [6614] "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0"
##  [6631] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [6648] "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [6665] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [6682] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [6699] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0"
##  [6716] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [6733] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [6750] "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [6767] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0"
##  [6784] "0" "1" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [6801] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [6818] "0" "1" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [6835] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [6852] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [6869] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [6886] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [6903] "0" "0" "0" "0" "0" "0" "1" "0" "2" "0" "0" "0" "1" "0" "0" "0" "0"
##  [6920] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [6937] "0" "0" "0" "0" "0" "0" "0" "0" "2" "0" "0" "0" "0" "0" "0" "0" "1"
##  [6954] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0"
##  [6971] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0"
##  [6988] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [7005] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0"
##  [7022] "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [7039] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [7056] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [7073] "0" "0" "2" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [7090] "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [7107] "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [7124] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "1" "0" "0"
##  [7141] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [7158] "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [7175] "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1"
##  [7192] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [7209] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [7226] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [7243] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [7260] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [7277] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [7294] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [7311] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [7328] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1"
##  [7345] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [7362] "0" "0" "1" "0" "0" "0" "0" "1" "0" "0" "1" "0" "0" "0" "0" "0" "0"
##  [7379] "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [7396] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [7413] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0"
##  [7430] "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [7447] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [7464] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0"
##  [7481] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [7498] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [7515] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1"
##  [7532] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [7549] "0" "0" "0" "0" "0" "2" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0"
##  [7566] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "1"
##  [7583] "0" "0" "2" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [7600] "0" "0" "0" "0" "0" "1" "1" "1" "0" "0" "0" "2" "0" "0" "0" "0" "0"
##  [7617] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0"
##  [7634] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [7651] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [7668] "0" "0" "1" "0" "0" "1" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0"
##  [7685] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [7702] "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [7719] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [7736] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0"
##  [7753] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [7770] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [7787] "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0"
##  [7804] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0"
##  [7821] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [7838] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [7855] "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [7872] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [7889] "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0"
##  [7906] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "1" "0" "0" "0" "0"
##  [7923] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [7940] "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0"
##  [7957] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [7974] "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [7991] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [8008] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [8025] "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [8042] "0" "0" "0" "0" "0" "0" "0" "0" "2" "0" "0" "0" "0" "0" "0" "0" "0"
##  [8059] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [8076] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0"
##  [8093] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [8110] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [8127] "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0"
##  [8144] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [8161] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1"
##  [8178] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [8195] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [8212] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [8229] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1"
##  [8246] "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0"
##  [8263] "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0"
##  [8280] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [8297] "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0"
##  [8314] "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0"
##  [8331] "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [8348] "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0"
##  [8365] "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [8382] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [8399] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0"
##  [8416] "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [8433] "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [8450] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [8467] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [8484] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [8501] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "2" "0" "0" "0" "0" "0" "0"
##  [8518] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [8535] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [8552] "1" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [8569] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [8586] "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0"
##  [8603] "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [8620] "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [8637] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [8654] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [8671] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1"
##  [8688] "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "1" "0"
##  [8705] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0"
##  [8722] "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [8739] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [8756] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [8773] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0"
##  [8790] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1"
##  [8807] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0"
##  [8824] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [8841] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [8858] "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0"
##  [8875] "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [8892] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [8909] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [8926] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [8943] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [8960] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [8977] "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [8994] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [9011] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [9028] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [9045] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [9062] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [9079] "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [9096] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [9113] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [9130] "0" "0" "0" "0" "1" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0"
##  [9147] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [9164] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [9181] "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0"
##  [9198] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [9215] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [9232] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [9249] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [9266] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [9283] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0"
##  [9300] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [9317] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0"
##  [9334] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [9351] "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [9368] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [9385] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [9402] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [9419] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [9436] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [9453] "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "1"
##  [9470] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1"
##  [9487] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [9504] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [9521] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [9538] "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0"
##  [9555] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1"
##  [9572] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [9589] "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [9606] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [9623] "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [9640] "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0"
##  [9657] "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0"
##  [9674] "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [9691] "0" "1" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [9708] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0"
##  [9725] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [9742] "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0"
##  [9759] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0"
##  [9776] "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [9793] "0" "0" "0" "0" "0" "0" "0" "0" "0" "3" "0" "0" "0" "0" "0" "0" "0"
##  [9810] "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [9827] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [9844] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [9861] "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [9878] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [9895] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [9912] "1" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0"
##  [9929] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "2" "0" "0" "0" "0" "0"
##  [9946] "0" "0" "0" "0" "0" "1" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [9963] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0"
##  [9980] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
##  [9997] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [10014] "0" "1" "1" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [10031] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [10048] "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [10065] "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [10082] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0"
## [10099] "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [10116] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [10133] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0"
## [10150] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [10167] "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [10184] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0"
## [10201] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [10218] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [10235] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [10252] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [10269] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [10286] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [10303] "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [10320] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [10337] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0"
## [10354] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [10371] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [10388] "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "1" "1" "0" "0"
## [10405] "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0"
## [10422] "0" "0" "0" "0" "0" "1" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0"
## [10439] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [10456] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [10473] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [10490] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0"
## [10507] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [10524] "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [10541] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [10558] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [10575] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [10592] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [10609] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0"
## [10626] "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [10643] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "1" "0" "0" "0"
## [10660] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0"
## [10677] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [10694] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [10711] "1" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [10728] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [10745] "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [10762] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [10779] "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [10796] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [10813] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [10830] "0" "1" "0" "0" "0" "0" "1" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0"
## [10847] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0"
## [10864] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [10881] "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0"
## [10898] "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [10915] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [10932] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [10949] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [10966] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [10983] "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0"
## [11000] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [11017] "0" "0" "0" "1" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [11034] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0"
## [11051] "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "1" "0" "0" "0" "0" "0"
## [11068] "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0"
## [11085] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0"
## [11102] "0" "1" "0" "0" "0" "0" "1" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0"
## [11119] "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [11136] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [11153] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [11170] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [11187] "0" "1" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0"
## [11204] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [11221] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [11238] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [11255] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [11272] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [11289] "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [11306] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [11323] "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [11340] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [11357] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0"
## [11374] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
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## [13754] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0"
## [13771] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [13788] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [13805] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [13822] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [13839] "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0"
## [13856] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [13873] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [13890] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [13907] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [13924] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [13941] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0"
## [13958] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [13975] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [13992] "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [14009] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [14026] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [14043] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [14060] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0"
## [14077] "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [14094] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [14111] "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0"
## [14128] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [14145] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [14162] "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0"
## [14179] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [14196] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [14213] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [14230] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1"
## [14247] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [14264] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [14281] "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0"
## [14298] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [14315] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [14332] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [14349] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [14366] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0"
## [14383] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [14400] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [14417] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [14434] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [14451] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [14468] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [14485] "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [14502] "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [14519] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [14536] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [14553] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [14570] "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0"
## [14587] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [14604] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [14621] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "1" "0"
## [14638] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [14655] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [14672] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [14689] "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [14706] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [14723] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [14740] "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "1" "0" "0" "0" "0" "0"
## [14757] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [14774] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [14791] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [14808] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [14825] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [14842] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0"
## [14859] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [14876] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0"
## [14893] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0"
## [14910] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [14927] "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [14944] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [14961] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [14978] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [14995] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [15012] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0"
## [15029] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [15046] "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [15063] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [15080] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [15097] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [15114] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [15131] "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [15148] "0" "0" "0" "0" "0" "1" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [15165] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [15182] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [15199] "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0"
## [15216] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [15233] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0"
## [15250] "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [15267] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0"
## [15284] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [15301] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [15318] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [15335] "0" "1" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [15352] "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0"
## [15369] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [15386] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [15403] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [15420] "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0"
## [15437] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [15454] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [15471] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [15488] "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0"
## [15505] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [15522] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [15539] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [15556] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [15573] "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [15590] "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [15607] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [15624] "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [15641] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0"
## [15658] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [15675] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [15692] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [15709] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [15726] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [15743] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [15760] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [15777] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [15794] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [15811] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [15828] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [15845] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [15862] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [15879] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [15896] "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0"
## [15913] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [15930] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [15947] "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [15964] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [15981] "0" "0" "0" "0" "0" "1" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0"
## [15998] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [16015] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [16032] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [16049] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [16066] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
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## [18446] "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [18463] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [18480] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [18497] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [18514] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0"
## [18531] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0"
## [18548] "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [18565] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0"
## [18582] "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [18599] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [18616] "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [18633] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [18650] "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [18667] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [18684] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1"
## [18701] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [18718] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0"
## [18735] "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [18752] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [18769] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [18786] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [18803] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [18820] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [18837] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [18854] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0"
## [18871] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [18888] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [18905] "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [18922] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [18939] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [18956] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [18973] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [18990] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [19007] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [19024] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [19041] "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [19058] "0" "0" "0" "0" "0" "0" "0" "1" "1" "0" "0" "0" "0" "0" "0" "0" "0"
## [19075] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [19092] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [19109] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [19126] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0"
## [19143] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [19160] "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "1"
## [19177] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [19194] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [19211] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [19228] "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [19245] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [19262] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [19279] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [19296] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [19313] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [19330] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [19347] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [19364] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [19381] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0"
## [19398] "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [19415] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [19432] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [19449] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [19466] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [19483] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [19500] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [19517] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [19534] "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [19551] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [19568] "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [19585] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [19602] "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0"
## [19619] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [19636] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [19653] "0" "0" "0" "0" "0" "2" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [19670] "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [19687] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [19704] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [19721] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [19738] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "2" "0" "0" "0"
## [19755] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [19772] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [19789] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [19806] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [19823] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [19840] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [19857] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0"
## [19874] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [19891] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [19908] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [19925] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [19942] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [19959] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [19976] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [19993] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [20010] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [20027] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0"
## [20044] "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0"
## [20061] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0"
## [20078] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [20095] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [20112] "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0"
## [20129] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0"
## [20146] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1"
## [20163] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [20180] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [20197] "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [20214] "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0"
## [20231] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [20248] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [20265] "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [20282] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [20299] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [20316] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [20333] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [20350] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [20367] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [20384] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [20401] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [20418] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [20435] "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0"
## [20452] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [20469] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [20486] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [20503] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [20520] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "3" "0" "0" "0" "0" "0"
## [20537] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [20554] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [20571] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0"
## [20588] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [20605] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [20622] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [20639] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [20656] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0"
## [20673] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1"
## [20690] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [20707] "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0"
## [20724] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [20741] "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [20758] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [20775] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [20792] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [20809] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [20826] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [20843] "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [20860] "1" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [20877] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [20894] "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [20911] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [20928] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [20945] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [20962] "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [20979] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [20996] "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [21013] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [21030] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [21047] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [21064] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [21081] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [21098] "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [21115] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [21132] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [21149] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [21166] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [21183] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [21200] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [21217] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [21234] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [21251] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [21268] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1"
## [21285] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [21302] "0" "0" "0" "0" "2" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [21319] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [21336] "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "1" "0" "0" "0" "0"
## [21353] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [21370] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [21387] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [21404] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [21421] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [21438] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1"
## [21455] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [21472] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [21489] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [21506] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [21523] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [21540] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [21557] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [21574] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [21591] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [21608] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [21625] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [21642] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [21659] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [21676] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [21693] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [21710] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [21727] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "2" "0"
## [21744] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0"
## [21761] "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [21778] "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [21795] "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "1" "0" "0" "0" "0" "0"
## [21812] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0"
## [21829] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [21846] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [21863] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [21880] "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [21897] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [21914] "0" "0" "0" "0" "0" "0" "0" "0" "2" "0" "0" "0" "0" "0" "0" "0" "0"
## [21931] "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [21948] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [21965] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [21982] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [21999] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [22016] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [22033] "0" "1" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0"
## [22050] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [22067] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [22084] "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [22101] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [22118] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [22135] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [22152] "0" "0" "0" "0" "0" "1" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0"
## [22169] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [22186] "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [22203] "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [22220] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [22237] "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [22254] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [22271] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [22288] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [22305] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [22322] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [22339] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [22356] "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [22373] "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [22390] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [22407] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [22424] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0"
## [22441] "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0"
## [22458] "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0"
## [22475] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [22492] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [22509] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [22526] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [22543] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [22560] "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [22577] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [22594] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [22611] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [22628] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [22645] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [22662] "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0"
## [22679] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [22696] "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [22713] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [22730] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [22747] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [22764] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [22781] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [22798] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [22815] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [22832] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [22849] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [22866] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [22883] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [22900] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [22917] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [22934] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [22951] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [22968] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [22985] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0"
## [23002] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [23019] "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0"
## [23036] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [23053] "0" "0" "0" "1" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0"
## [23070] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [23087] "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [23104] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0"
## [23121] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0"
## [23138] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [23155] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [23172] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [23189] "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
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## [23665] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1"
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## [23699] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
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## [23750] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
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## [23784] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [23801] "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [23818] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [23835] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [23852] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [23869] "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0"
## [23886] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [23903] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [23920] "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0"
## [23937] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [23954] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [23971] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0"
## [23988] "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [24005] "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [24022] "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [24039] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [24056] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [24073] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [24090] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0"
## [24107] "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [24124] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [24141] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [24158] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
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## [24209] "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "1" "0" "0" "0" "0"
## [24226] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [24243] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0"
## [24260] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [24277] "1" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [24294] "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [24311] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0"
## [24328] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [24345] "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [24362] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [24379] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [24396] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [24413] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [24430] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [24447] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [24464] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [24481] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [24498] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [24515] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [24532] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1"
## [24549] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [24566] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [24583] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [24600] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [24617] "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "1"
## [24634] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1"
## [24651] "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [24668] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0"
## [24685] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "1" "0"
## [24702] "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0"
## [24719] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [24736] "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [24753] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [24770] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0"
## [24787] "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [24804] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [24821] "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0"
## [24838] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0"
## [24855] "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [24872] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [24889] "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [24906] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [24923] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [24940] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [24957] "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [24974] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0"
## [24991] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [25008] "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [25025] "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0"
## [25042] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [25059] "0" "0" "1" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [25076] "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [25093] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [25110] "0" "0" "0" "0" "0" "0" "1" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0"
## [25127] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [25144] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [25161] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [25178] "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [25195] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [25212] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "1"
## [25229] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [25246] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [25263] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [25280] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [25297] "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [25314] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [25331] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [25348] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [25365] "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [25382] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [25399] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [25416] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [25433] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [25450] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [25467] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [25484] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [25501] "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [25518] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [25535] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
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## [25637] "2" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
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## [25688] "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [25705] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [25722] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0"
## [25739] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [25756] "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0"
## [25773] "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [25790] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0"
## [25807] "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0"
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## [25841] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0"
## [25858] "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "1"
## [25875] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [25892] "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [25909] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0"
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## [25943] "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
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## [25994] "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [26011] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0"
## [26028] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [26045] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [26062] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [26079] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [26096] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [26113] "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "1" "0"
## [26130] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0"
## [26147] "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [26164] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [26181] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "2"
## [26198] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [26215] "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0"
## [26232] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0"
## [26249] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [26266] "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [26283] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [26300] "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [26317] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [26334] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [26351] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [26368] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [26385] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [26402] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [26419] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [26436] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [26453] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [26470] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0"
## [26487] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [26504] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [26521] "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [26538] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [26555] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [26572] "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [26589] "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [26606] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0"
## [26623] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [26640] "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [26657] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [26674] "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0"
## [26691] "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0"
## [26708] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [26725] "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0"
## [26742] "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0"
## [26759] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [26776] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0"
## [26793] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [26810] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0"
## [26827] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [26844] "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [26861] "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [26878] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [26895] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [26912] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [26929] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [26946] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [26963] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [26980] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [26997] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [27014] "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [27031] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [27048] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [27065] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0"
## [27082] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [27099] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [27116] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [27133] "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0"
## [27150] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [27167] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [27184] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "1"
## [27201] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [27218] "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [27235] "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0"
## [27252] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [27269] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [27286] "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [27303] "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [27320] "0" "0" "0" "0" "2" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [27337] "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0"
## [27354] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [27371] "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0"
## [27388] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [27405] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [27422] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [27439] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [27456] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [27473] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [27490] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [27507] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0"
## [27524] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [27541] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [27558] "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "2" "0" "0" "0" "0"
## [27575] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0"
## [27592] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [27609] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [27626] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [27643] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0"
## [27660] "0" "0" "2" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0"
## [27677] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [27694] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "1"
## [27711] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [27728] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "2" "0" "0" "0" "0"
## [27745] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [27762] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [27779] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0"
## [27796] "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [27813] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [27830] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [27847] "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [27864] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [27881] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "1"
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## [29173] "0" "0" "0" "0" "0" "1" "0" "0" "2" "1" "0" "0" "0" "0" "0" "0" "0"
## [29190] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
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## [29326] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0"
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## [29462] "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
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## [29513] "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "1"
## [29530] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [29547] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
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## [29734] "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [29751] "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [29768] "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0"
## [29785] "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "1" "0" "0" "0" "0" "0" "0"
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## [29836] "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0"
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## [29887] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
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## [29989] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
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## [30023] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
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## [30057] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0"
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## [30159] "0" "0" "0" "0" "0" "0" "0" "0" "0" "2" "0" "0" "0" "0" "0" "0" "0"
## [30176] "0" "0" "0" "1" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0"
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## [30244] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
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## [30482] "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
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## [30669] "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [30686] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
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## [30737] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [30754] "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [30771] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [30788] "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [30805] "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [30822] "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0"
## [30839] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [30856] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [30873] "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0"
## [30890] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [30907] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [30924] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [30941] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [30958] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [30975] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [30992] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
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## [31026] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [31043] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [31060] "0" "0" "0" "0" "0" "0" "2" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [31077] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [31094] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [31111] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [31128] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [31145] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [31162] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [31179] "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0"
## [31196] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [31213] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [31230] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [31247] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [31264] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0"
## [31281] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [31298] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1"
## [31315] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [31332] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [31349] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [31366] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [31383] "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [31400] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [31417] "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0"
## [31434] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0"
## [31451] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [31468] "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0"
## [31485] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [31502] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [31519] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [31536] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [31553] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [31570] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [31587] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [31604] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [31621] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [31638] "0" "0" "0" "0" "0" "0" "0" "0" "0" "2" "0" "0" "0" "0" "0" "0" "0"
## [31655] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [31672] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [31689] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [31706] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [31723] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [31740] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [31757] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [31774] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [31791] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [31808] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [31825] "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0"
## [31842] "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [31859] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [31876] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [31893] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [31910] "0" "1" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [31927] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [31944] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [31961] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [31978] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [31995] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1"
## [32012] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0"
## [32029] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1"
## [32046] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [32063] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [32080] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [32097] "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [32114] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [32131] "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [32148] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [32165] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [32182] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [32199] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [32216] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [32233] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [32250] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [32267] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [32284] "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [32301] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [32318] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [32335] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [32352] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [32369] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [32386] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0"
## [32403] "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [32420] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [32437] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [32454] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [32471] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0"
## [32488] "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [32505] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [32522] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1"
## [32539] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [32556] "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [32573] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [32590] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1"
## [32607] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
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## [39968] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0"
## [39985] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
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## [40019] "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0"
## [40036] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
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## [40087] "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0"
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## [40189] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
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## [40257] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [40274] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [40291] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [40308] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [40325] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [40342] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [40359] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [40376] "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [40393] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [40410] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [40427] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [40444] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [40461] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [40478] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [40495] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [40512] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [40529] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [40546] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [40563] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [40580] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [40597] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [40614] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [40631] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [40648] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [40665] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [40682] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [40699] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [40716] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [40733] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "2" "0" "0" "0" "0" "0"
## [40750] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [40767] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [40784] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [40801] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [40818] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [40835] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [40852] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [40869] "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [40886] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [40903] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0"
## [40920] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [40937] "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [40954] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [40971] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [40988] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [41005] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [41022] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [41039] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [41056] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [41073] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [41090] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [41107] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [41124] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0"
## [41141] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [41158] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [41175] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [41192] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [41209] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [41226] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [41243] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [41260] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [41277] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [41294] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [41311] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [41328] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [41345] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [41362] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [41379] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [41396] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [41413] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [41430] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [41447] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [41464] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [41481] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [41498] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [41515] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [41532] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [41549] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [41566] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [41583] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [41600] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [41617] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [41634] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [41651] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [41668] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [41685] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [41702] "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0"
## [41719] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0"
## [41736] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [41753] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [41770] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [41787] "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [41804] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [41821] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [41838] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [41855] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [41872] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [41889] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [41906] "2" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [41923] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [41940] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [41957] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [41974] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [41991] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [42008] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [42025] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [42042] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [42059] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
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## [52038] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [52055] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0"
## [52072] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [52089] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [52106] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [52123] "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0"
## [52140] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
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## [52208] "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [52225] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [52242] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0"
## [52259] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [52276] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
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## [52310] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0"
## [52327] "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0"
## [52344] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [52361] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [52378] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [52395] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [52412] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [52429] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [52446] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [52463] "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [52480] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [52497] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [52514] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1"
## [52531] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [52548] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [52565] "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [52582] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [52599] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0"
## [52616] "0" "0" "0" "1" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1"
## [52633] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [52650] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [52667] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [52684] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [52701] "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0"
## [52718] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [52735] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [52752] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [52769] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [52786] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [52803] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [52820] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [52837] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [52854] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [52871] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [52888] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [52905] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [52922] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [52939] "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0"
## [52956] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [52973] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0"
## [52990] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [53007] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [53024] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [53041] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [53058] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [53075] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [53092] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [53109] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [53126] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [53143] "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [53160] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [53177] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [53194] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [53211] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [53228] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0"
## [53245] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [53262] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0"
## [53279] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [53296] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0"
## [53313] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [53330] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
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## [53364] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [53381] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [53398] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1"
## [53415] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0"
## [53432] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [53449] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
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## [53483] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [53500] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [53517] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
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## [53551] "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [53568] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [53585] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "1"
## [53602] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [53619] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [53636] "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [53653] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [53670] "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [53687] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
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## [53721] "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [53738] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
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## [53823] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
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## [82196] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [82213] "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [82230] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [82247] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [82264] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [82281] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [82298] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [82315] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [82332] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [82349] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [82366] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [82383] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [82400] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [82417] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [82434] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [82451] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [82468] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [82485] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [82502] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [82519] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [82536] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [82553] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [82570] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [82587] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [82604] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [82621] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [82638] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [82655] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [82672] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [82689] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [82706] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [82723] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [82740] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [82757] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [82774] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [82791] "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [82808] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [82825] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [82842] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0"
## [82859] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [82876] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [82893] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [82910] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [82927] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [82944] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [82961] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [82978] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [82995] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [83012] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [83029] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [83046] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [83063] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [83080] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [83097] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [83114] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [83131] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [83148] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [83165] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [83182] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [83199] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [83216] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [83233] "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [83250] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [83267] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [83284] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [83301] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [83318] "0" "0" "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [83335] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [83352] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [83369] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [83386] "0" "0" "0" "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [83403] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [83420] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [83437] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [83454] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [83471] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [83488] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [83505] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [83522] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [83539] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [83556] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [83573] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [83590] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [83607] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [83624] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [83641] "1" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [83658] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [83675] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [83692] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [83709] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [83726] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [83743] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [83760] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [83777] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [83794] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [83811] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [83828] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [83845] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [83862] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [83879] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [83896] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [83913] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [83930] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [83947] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [83964] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [83981] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [83998] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [84015] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [84032] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [84049] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [84066] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [84083] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [84100] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [84117] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [84134] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [84151] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [84168] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [84185] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [84202] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [84219] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [84236] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [84253] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [84270] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [84287] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [84304] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [84321] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [84338] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [84355] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [84372] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [84389] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [84406] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [84423] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [84440] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [84457] "0" "0" "0" "0" "0" "0" "0" "0" "0" "4" "0" "0" "0" "0" "0" "0" "0"
## [84474] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
## [84491] "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0" "0"
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## [99995] "0" "0" "0" "0" "0"
##  [ reached getOption("max.print") -- omitted 40930980 entries ]
# creating training and test datasets
sms_raw_train <- sms_data[1:4169, ]
sms_raw_test  <- sms_data[4170:5559, ]

sms_dtm_train <- sms_dtm[1:4169, ]
sms_dtm_test  <- sms_dtm[4170:5559, ]

sms_corpus_train <- corpus_clean[1:4169]
sms_corpus_test  <- corpus_clean[4170:5559]
  
# check that the proportion of spam is similar
prop.table(table(sms_raw_train$type))
## 
##       ham      spam 
## 0.8647158 0.1352842
prop.table(table(sms_raw_test$type))
## 
##       ham      spam 
## 0.8683453 0.1316547
# indicator features for frequent words
sms_dict<-findFreqTerms(sms_dtm, 5)


sms_train <- DocumentTermMatrix(sms_corpus_train, list(dictionary = sms_dict))
sms_test  <- DocumentTermMatrix(sms_corpus_test, list(dictionary = sms_dict))
sms_dict
##    [1] "checking"         "good"             "hope"            
##    [4] "week"             "back"             "give"            
##    [7] "cbe"              "pay"              "cash"            
##   [10] "collection"       "complimentary"    "holiday"         
##   [13] "landline"         "lose"             "urgent"          
##   [16] "award"            "box"              "call"            
##   [19] "collect"          "dear"             "final"           
##   [22] "notice"           "ppm"              "sae"             
##   [25] "tenerife"         "discuss"          "lar"             
##   [28] "pick"             "father"           "free"            
##   [31] "game"             "mobile"           "official"        
##   [34] "play"             "send"             "text"            
##   [37] "fyi"              "room"             "swing"           
##   [40] "usf"              "big"              "hour"            
##   [43] "longer"           "man"              "thing"           
##   [46] "ââèït"            "lor"              "complete"        
##   [49] "ending"           "ladies"           "march"           
##   [52] "problem"          "ready"            "work"            
##   [55] "hmm"              "night"            "noon"            
##   [58] "chikku"           "cool"             "cos"             
##   [61] "darren"           "dat"              "den"             
##   [64] "dinner"           "dun"              "feel"            
##   [67] "leave"            "lunch"            "meet"            
##   [70] "meeting"          "angry"            "dint"            
##   [73] "told"             "din"              "wan"             
##   [76] "draw"             "gift"             "music"           
##   [79] "starting"         "tscs"             "txt"             
##   [82] "vouchers"         "win"              "word"            
##   [85] "coming"           "goodnight"        "gym"             
##   [88] "birthday"         "today"            "gud"             
##   [91] "reading"          "contact"          "cost"            
##   [94] "expensive"        "joke"             "school"          
##   [97] "thinking"         "love"             "read"            
##  [100] "bank"             "money"            "armand"          
##  [103] "stop"             "weather"          "plan"            
##  [106] "todays"           "whats"            "cancer"          
##  [109] "care"             "cup"              "doctor"          
##  [112] "fat"              "morning"          "sleep"           
##  [115] "train"            "wine"             "auction"         
##  [118] "camera"           "digital"          "nokia"           
##  [121] "part"             "won"              "fri"             
##  [124] "leh"              "make"             "wait"            
##  [127] "carlos"           "hear"             "phone"           
##  [130] "texts"            "job"              "chat"            
##  [133] "cheap"            "cheaper"          "gay"             
##  [136] "hot"              "min"              "national"        
##  [139] "rate"             "sale"             "yeah"            
##  [142] "centre"           "road"             "awarded"         
##  [145] "claim"            "guaranteed"       "hrs"             
##  [148] "land"             "line"             "number"          
##  [151] "prize"            "valid"            "mah"             
##  [154] "tomorrow"         "wat"              "hey"             
##  [157] "sat"              "sec"              "izzit"           
##  [160] "mrt"              "raining"          "yup"             
##  [163] "family"           "mother"           "pray"            
##  [166] "bcoz"             "enjoy"            "loved"           
##  [169] "world"            "fact"             "minutes"         
##  [172] "bill"             "connection"       "decimal"         
##  [175] "congratulations"  "entry"            "tncs"            
##  [178] "wkly"             "mum"              "meh"             
##  [181] "fine"             "awesome"          "deal"            
##  [184] "kind"             "loves"            "thought"         
##  [187] "watch"            "company"          "happiness"       
##  [190] "nigeria"          "safe"             "share"           
##  [193] "trip"             "fancy"            "hav"             
##  [196] "pete"             "ring"             "tired"           
##  [199] "bed"              "bored"            "car"             
##  [202] "checked"          "clean"            "feeling"         
##  [205] "hit"              "left"             "post"            
##  [208] "sit"              "stuff"            "time"            
##  [211] "times"            "drive"            "lot"             
##  [214] "street"           "abt"              "body"            
##  [217] "dont"             "nxt"              "plz"             
##  [220] "things"           "wit"              "words"           
##  [223] "pix"              "top"              "beautiful"       
##  [226] "feels"            "heart"            "heavy"           
##  [229] "leaves"           "light"            "truth"           
##  [232] "babe"             "day"              "long"            
##  [235] "loving"           "miss"             "moment"          
##  [238] "smile"            "loan"             "dunno"           
##  [241] "mayb"             "remember"         "tmr"             
##  [244] "character"        "opinion"          "wats"            
##  [247] "liao"             "muz"              "sun"             
##  [250] "bring"            "home"             "rest"            
##  [253] "hmmm"             "players"          "selected"        
##  [256] "working"          "cute"             "girls"           
##  [259] "local"            "guy"              "nope"            
##  [262] "called"           "dad"              "oredi"           
##  [265] "alright"          "head"             "cafe"            
##  [268] "deep"             "net"              "hospital"        
##  [271] "office"           "asked"            "days"            
##  [274] "due"              "india"            "mins"            
##  [277] "sed"              "bathe"            "message"         
##  [280] "chance"           "happen"           "reached"         
##  [283] "bit"              "gonna"            "aha"             
##  [286] "yesterday"        "flights"          "friend"          
##  [289] "custcare"         "shop"             "shopping"        
##  [292] "spree"            "xpwk"             "btw"             
##  [295] "hair"             "evening"          "ttyl"            
##  [298] "house"            "watching"         "died"            
##  [301] "makes"            "ends"             "life"            
##  [304] "people"           "sight"            "special"         
##  [307] "till"             "knw"              "forgot"          
##  [310] "lol"              "airport"          "dog"             
##  [313] "thk"              "wow"              "sms"             
##  [316] "pub"              "laptop"           "movies"          
##  [319] "eat"              "happy"            "insurance"       
##  [322] "joined"           "met"              "late"            
##  [325] "plans"            "weeks"            "lots"            
##  [328] "luv"              "poor"             "xxx"             
##  [331] "sofa"             "facebook"         "pictures"        
##  [334] "put"              "show"             "mom"             
##  [337] "boo"              "making"           "moms"            
##  [340] "boss"             "fixed"            "place"           
##  [343] "talk"             "telling"          "year"            
##  [346] "aint"             "comin"            "expecting"       
##  [349] "pls"              "didnt"            "snow"            
##  [352] "buy"              "early"            "gotta"           
##  [355] "park"             "girl"             "thinks"          
##  [358] "trouble"          "interested"       "msg"             
##  [361] "txts"             "website"          "eatin"           
##  [364] "baby"             "shower"           "num"             
##  [367] "wif"              "experience"       "reply"           
##  [370] "spoke"            "asap"             "tyler"           
##  [373] "found"            "jus"              "mrng"            
##  [376] "pass"             "rose"             "sea"             
##  [379] "tht"              "wake"             "woke"            
##  [382] "arrange"          "flat"             "college"         
##  [385] "darlin"           "finish"           "finished"        
##  [388] "ive"              "kate"             "break"           
##  [391] "noe"              "promise"          "searching"       
##  [394] "wonderful"        "wont"             "midnight"        
##  [397] "bold"             "budget"           "dollars"         
##  [400] "list"             "princess"         "bad"             
##  [403] "dream"            "guess"            "tho"             
##  [406] "adult"            "drugs"            "learn"           
##  [409] "real"             "admirer"          "find"            
##  [412] "reveal"           "secret"           "specialcall"     
##  [415] "wear"             "wot"              "competition"     
##  [418] "hurt"             "click"            "england"         
##  [421] "euro"             "flag"             "info"            
##  [424] "offer"            "service"          "tone"            
##  [427] "driving"          "living"           "worried"         
##  [430] "years"            "test"             "apply"           
##  [433] "close"            "pound"            "receive"         
##  [436] "specially"        "boytoy"           "kiss"            
##  [439] "lesson"           "missed"           "slept"           
##  [442] "teasing"          "charity"          "children"        
##  [445] "mob"              "moon"             "poly"            
##  [448] "polys"            "song"             "zed"             
##  [451] "bag"              "nice"             "thursday"        
##  [454] "bought"           "directly"         "check"           
##  [457] "rooms"            "pic"              "cover"           
##  [460] "shd"              "month"            "partner"         
##  [463] "tel"              "gettin"           "xxxx"            
##  [466] "country"          "dvd"              "player"          
##  [469] "quiz"             "sony"             "sunshine"        
##  [472] "eve"              "lover"            "poboxwwq"        
##  [475] "yahoo"            "lady"             "aiyah"           
##  [478] "rain"             "run"              "tomo"            
##  [481] "await"            "booked"           "weekends"        
##  [484] "account"          "card"             "credit"          
##  [487] "half"             "costa"            "costå"           
##  [490] "del"              "maxmins"          "pobox"           
##  [493] "skxh"             "sol"              "stockport"       
##  [496] "toclaim"          "charges"          "mistake"         
##  [499] "boy"              "gal"              "hand"            
##  [502] "hold"             "jst"              "walking"         
##  [505] "wana"             "slave"            "great"           
##  [508] "started"          "hook"             "change"          
##  [511] "totally"          "update"           "xmas"            
##  [514] "oso"              "plenty"           "guys"            
##  [517] "aight"            "book"             "orchard"         
##  [520] "pilates"          "food"             "friends"         
##  [523] "important"        "social"           "stay"            
##  [526] "support"          "system"           "weekend"         
##  [529] "discount"         "offers"           "savamob"         
##  [532] "worth"            "prabha"           "apartment"       
##  [535] "chennai"          "age"              "ride"            
##  [538] "supposed"         "finally"          "couple"          
##  [541] "pics"             "posted"           "waking"          
##  [544] "calls"            "opt"              "touch"           
##  [547] "waiting"          "minute"           "lessons"         
##  [550] "sleeping"         "price"            "holla"           
##  [553] "case"             "wondering"        "hai"             
##  [556] "changed"          "replying"         "tonite"          
##  [559] "brother"          "computer"         "mobiles"         
##  [562] "ntt"              "vary"             "voucher"         
##  [565] "caller"           "hurry"            "points"          
##  [568] "goin"             "worry"            "frm"             
##  [571] "matter"           "taking"           "advance"         
##  [574] "merry"            "wishing"          "speak"           
##  [577] "wen"              "hostel"           "cold"            
##  [580] "amt"              "staying"          "town"            
##  [583] "library"          "wanted"           "wiv"             
##  [586] "woman"            "delivery"         "sipix"           
##  [589] "evng"             "forwarded"        "friendship"      
##  [592] "smiling"          "kinda"            "attempt"         
##  [595] "type"             "unlimited"        "present"         
##  [598] "haha"             "don"              "dude"            
##  [601] "party"            "ran"              "sunday"          
##  [604] "cheers"           "boys"             "face"            
##  [607] "kids"             "mark"             "omg"             
##  [610] "pissed"           "boost"            "decided"         
##  [613] "energy"           "fast"             "frnds"           
##  [616] "hell"             "mind"             "moral"           
##  [619] "msgs"             "replied"          "story"           
##  [622] "awake"            "valentines"       "reaching"        
##  [625] "pongal"           "ticket"           "red"             
##  [628] "wanna"            "fault"            "christmas"       
##  [631] "empty"            "password"         "ringtone"        
##  [634] "simply"           "valentine"        "wed"             
##  [637] "cry"              "end"              "fight"           
##  [640] "god"              "start"            "law"             
##  [643] "person"           "darling"          "sexy"            
##  [646] "voice"            "brings"           "ago"             
##  [649] "sell"             "cancel"           "cum"             
##  [652] "fun"              "warm"             "wet"             
##  [655] "air"              "hoping"           "question"        
##  [658] "confirm"          "date"             "flirt"           
##  [661] "join"             "sam"              "activate"        
##  [664] "freemsg"          "dey"              "paid"            
##  [667] "listening"        "stopped"          "earlier"         
##  [670] "mine"             "order"            "dead"            
##  [673] "sweet"            "vomit"            "campus"          
##  [676] "messages"         "rental"           "video"           
##  [679] "class"            "high"             "unsub"           
##  [682] "club"             "terms"            "tones"           
##  [685] "awaiting"         "add"              "ard"             
##  [688] "haf"              "dogging"          "nite"            
##  [691] "sex"              "sign"             "treat"           
##  [694] "okie"             "knew"             "murder"          
##  [697] "wife"             "arrive"           "charged"         
##  [700] "customer"         "reference"        "services"        
##  [703] "flower"           "picked"           "cuz"             
##  [706] "ill"              "prob"             "aftr"            
##  [709] "drink"            "happened"         "meds"            
##  [712] "pizza"            "sitting"          "sister"          
##  [715] "dreams"           "made"             "askd"            
##  [718] "common"           "bonus"            "reach"           
##  [721] "meant"            "turns"            "contacted"       
##  [724] "dating"           "details"          "remove"          
##  [727] "sending"          "trust"            "representative"  
##  [730] "loads"            "neva"             "mad"             
##  [733] "bedroom"          "cabin"            "cake"            
##  [736] "colleagues"       "entered"          "felt"            
##  [739] "invited"          "latr"             "minuts"          
##  [742] "mood"             "naked"            "parents"         
##  [745] "sad"              "screaming"        "surprise"        
##  [748] "wid"              "dis"              "ipod"            
##  [751] "village"          "remind"           "abiola"          
##  [754] "somethin"         "charge"           "credits"         
##  [757] "extra"            "goto"             "inclusive"       
##  [760] "login"            "unsubscribe"      "wwwcomuknet"     
##  [763] "means"            "friday"           "isnt"            
##  [766] "wrong"            "lets"             "cut"             
##  [769] "hours"            "true"             "sir"             
##  [772] "information"      "listen"           "full"            
##  [775] "missing"          "hiya"             "busy"            
##  [778] "calling"          "horrible"         "hows"            
##  [781] "looked"           "alrite"           "difficult"       
##  [784] "area"             "numbers"          "code"            
##  [787] "shows"            "laugh"            "havent"          
##  [790] "lei"              "mon"              "sim"             
##  [793] "holder"           "asleep"           "fall"            
##  [796] "til"              "contract"         "mobileupd"       
##  [799] "motorola"         "optout"           "orange"          
##  [802] "correct"          "reason"           "team"            
##  [805] "colour"           "eng"              "matches"         
##  [808] "network"          "reward"           "valued"          
##  [811] "winner"           "content"          "quick"           
##  [814] "photos"           "address"          "set"             
##  [817] "cinema"           "black"            "blue"            
##  [820] "green"            "realy"            "thnk"            
##  [823] "wnt"              "bucks"            "happening"       
##  [826] "idea"             "playing"          "search"          
##  [829] "small"            "side"             "takes"           
##  [832] "camcorder"        "bath"             "smoke"           
##  [835] "games"            "wap"              "forget"          
##  [838] "begin"            "geeee"            "mths"            
##  [841] "phones"           "imagine"          "latest"          
##  [844] "movie"            "urself"           "bin"             
##  [847] "spent"            "completely"       "malaria"         
##  [850] "relax"            "thinkin"          "worse"           
##  [853] "sense"            "tough"            "created"         
##  [856] "fingers"          "gap"              "holding"         
##  [859] "gals"             "group"            "rite"            
##  [862] "btnationalrate"   "easy"             "intro"           
##  [865] "personal"         "store"            "summer"          
##  [868] "tuesday"          "heard"            "tat"             
##  [871] "daddy"            "fetch"            "grins"           
##  [874] "coz"              "housemaid"        "january"         
##  [877] "murdered"         "murderer"         "immediately"     
##  [880] "surely"           "comp"             "std"             
##  [883] "weekly"           "pain"             "huh"             
##  [886] "private"          "lect"             "download"        
##  [889] "google"           "situation"        "online"          
##  [892] "quality"          "review"           "cds"             
##  [895] "choice"           "enter"            "rcvd"            
##  [898] "alex"             "torch"            "bslvyl"          
##  [901] "lead"             "request"          "scream"          
##  [904] "ldn"              "ish"              "boston"          
##  [907] "drop"             "congrats"         "dload"           
##  [910] "java"             "mates"            "noline"          
##  [913] "rentl"            "videochat"        "videophones"     
##  [916] "super"            "slowly"           "balance"         
##  [919] "transaction"      "childish"         "answer"          
##  [922] "hmv"              "pounds"           "questions"       
##  [925] "barely"           "howz"             "wil"             
##  [928] "mail"             "wednesday"        "afternoon"       
##  [931] "sighs"            "talking"          "ans"             
##  [934] "excuse"           "point"            "tampa"           
##  [937] "belly"            "hella"            "planning"        
##  [940] "weed"             "shuhui"           "short"           
##  [943] "lovely"           "nature"           "style"           
##  [946] "shirt"            "bugis"            "saturday"        
##  [949] "texting"          "fix"              "sort"            
##  [952] "forward"          "expires"          "identifier"      
##  [955] "statement"        "inside"           "email"           
##  [958] "kerala"           "leaving"          "iam"             
##  [961] "crazy"            "oops"             "moan"            
##  [964] "water"            "tonight"          "freephone"       
##  [967] "drug"             "convey"           "recently"        
##  [970] "south"            "hard"             "workin"          
##  [973] "vikky"            "lmao"             "bother"          
##  [976] "mite"             "medical"          "track"           
##  [979] "glad"             "season"           "exam"            
##  [982] "theatre"          "gas"              "station"         
##  [985] "romantic"         "ended"            "mid"             
##  [988] "return"           "hee"              "move"            
##  [991] "yay"              "usual"            "lucky"           
##  [994] "doesnt"           "double"           "linerental"      
##  [997] "sonyericsson"     "slow"             "pretty"          
## [1000] "weak"             "envelope"         "paper"           
## [1003] "rock"             "walk"             "tells"           
## [1006] "london"           "txting"           "lemme"           
## [1009] "horny"            "live"             "normptone"       
## [1012] "wwq"              "wwwgetzeduk"      "frnd"            
## [1015] "tour"             "choose"           "timing"          
## [1018] "write"            "uni"              "daily"           
## [1021] "informed"         "news"             "results"         
## [1024] "john"             "men"              "luck"            
## [1027] "feb"              "sounds"           "waste"           
## [1030] "open"             "birds"            "goodmorning"     
## [1033] "uncle"            "disturb"          "frndship"        
## [1036] "power"            "pin"              "callså"          
## [1039] "lookin"           "married"          "babes"           
## [1042] "straight"         "months"           "press"           
## [1045] "cal"              "added"            "fullonsms"       
## [1048] "visit"            "round"            "putting"         
## [1051] "announcement"     "unable"           "spend"           
## [1054] "tariffs"          "anymore"          "exciting"        
## [1057] "miles"            "nights"           "past"            
## [1060] "pple"             "internet"         "keeping"         
## [1063] "redeemed"         "drinks"           "starts"          
## [1066] "honey"            "single"           "cashbalance"     
## [1069] "hgsuitelands"     "maximize"         "rowwjhl"         
## [1072] "inviting"         "ahmad"            "role"            
## [1075] "singles"          "exams"            "jay"             
## [1078] "ten"              "simple"           "operator"        
## [1081] "deliver"          "mate"             "doin"            
## [1084] "thurs"            "costs"            "normal"          
## [1087] "works"            "sis"              "bus"             
## [1090] "bak"              "tickets"          "battery"         
## [1093] "white"            "depends"          "anytime"         
## [1096] "studying"         "returns"          "gee"             
## [1099] "hands"            "ââèïs"            "selling"         
## [1102] "yijue"            "marry"            "relation"        
## [1105] "tis"              "ave"              "stupid"          
## [1108] "mode"             "smth"             "ahead"           
## [1111] "cars"             "aft"              "yogasana"        
## [1114] "amount"           "joking"           "bout"            
## [1117] "nah"              "tear"             "ate"             
## [1120] "english"          "fighting"         "wks"             
## [1123] "paying"           "arrested"         "buns"            
## [1126] "fantasy"          "stylish"          "broke"           
## [1129] "fone"             "mrw"              "bid"             
## [1132] "loyalty"          "hungry"           "strong"          
## [1135] "random"           "yest"             "training"        
## [1138] "funny"            "earth"            "brand"           
## [1141] "yar"              "door"             "receipt"         
## [1144] "registered"       "eerie"            "spook"           
## [1147] "silent"           "model"            "understand"      
## [1150] "vodafone"         "sick"             "sucks"           
## [1153] "site"             "planned"          "fantasies"       
## [1156] "sound"            "decide"           "vote"            
## [1159] "gbp"              "original"         "rates"           
## [1162] "entitled"         "chinese"          "problems"        
## [1165] "save"             "sum"              "vry"             
## [1168] "access"           "lost"             "buying"          
## [1171] "teach"            "version"          "excellent"       
## [1174] "hate"             "lazy"             "direct"          
## [1177] "boring"           "coffee"           "yep"             
## [1180] "sch"              "ââèïm"            "semester"        
## [1183] "yoga"             "lovable"          "juz"             
## [1186] "dnt"              "showing"          "copy"            
## [1189] "aiyo"             "film"             "hurts"           
## [1192] "asks"             "user"             "wun"             
## [1195] "conditions"       "smiles"           "arcade"          
## [1198] "app"              "crave"            "eating"          
## [1201] "dropped"          "log"              "argument"        
## [1204] "kick"             "wins"             "cine"            
## [1207] "hop"              "jiu"              "yan"             
## [1210] "die"              "guide"            "monday"          
## [1213] "tot"              "laid"             "locations"       
## [1216] "nyt"              "link"             "selection"       
## [1219] "menu"             "future"           "joy"             
## [1222] "match"            "nvm"              "surfing"         
## [1225] "girlfrnd"         "lift"             "meaning"         
## [1228] "police"           "project"          "imma"            
## [1231] "december"         "str"              "member"          
## [1234] "callers"          "callertune"       "melle"           
## [1237] "wishes"           "eyes"             "italian"         
## [1240] "marriage"         "picking"          "fantastic"       
## [1243] "space"            "askin"            "rent"            
## [1246] "httpwwwurawinner" "ugh"              "weight"          
## [1249] "forever"          "april"            "miracle"         
## [1252] "sing"             "gave"             "page"            
## [1255] "ppl"              "loverboy"         "travel"          
## [1258] "rply"             "derek"            "damn"            
## [1261] "king"             "pleasure"         "sura"            
## [1264] "ringtones"        "xchat"            "records"         
## [1267] "yrs"              "study"            "frens"           
## [1270] "revealed"         "amazing"          "quote"           
## [1273] "urgnt"            "current"          "kallis"          
## [1276] "interesting"      "photo"            "lik"             
## [1279] "bluetooth"        "stand"            "ignore"          
## [1282] "basically"        "persons"          "handset"         
## [1285] "quoting"          "standard"         "voda"            
## [1288] "report"           "cell"             "catch"           
## [1291] "running"          "figure"           "yun"             
## [1294] "plane"            "ice"              "jazz"            
## [1297] "fren"             "omw"              "issues"          
## [1300] "respond"          "tea"              "tick"            
## [1303] "polyphonic"       "accept"           "scared"          
## [1306] "students"         "naughty"          "sport"           
## [1309] "places"           "pleased"          "hotel"           
## [1312] "croydon"          "rays"             "umma"            
## [1315] "worries"          "giving"           "roommate"        
## [1318] "stock"            "ââèïll"           "cartoon"         
## [1321] "rem"              "sunny"            "sky"             
## [1324] "confidence"       "wer"              "advice"          
## [1327] "lacs"             "indian"
temp <- as.data.frame(as.matrix(sms_train))


View(temp)
dim(sms_train)
## [1] 4169 1328
dim(sms_test)
## [1] 1390 1328
#inspect(sms_corpus_train[1:100])
#list(sms_dict[1:100])
# convert counts to a factor
convert_counts <- function(x) {
  x <- ifelse(x > 0, 1, 0)
  x <- factor(x, levels = c(0, 1), labels = c("No", "Yes"))
}

# apply() convert_counts() to columns of train/test data
sms_train <- apply(sms_train, MARGIN = 2, convert_counts)
sms_test  <- apply(sms_test, MARGIN = 2, convert_counts)
View(sms_train)
View(sms_test)
# sms_train <- as.data.frame(as.matrix(sms_train))
# sms_test <- as.data.frame(as.matrix(sms_test))
##  Training a model on the data ----
library(e1071)
sms_classifier <- naiveBayes(sms_train, sms_raw_train$type)
sms_classifier
## 
## Naive Bayes Classifier for Discrete Predictors
## 
## Call:
## naiveBayes.default(x = sms_train, y = sms_raw_train$type)
## 
## A-priori probabilities:
## sms_raw_train$type
##       ham      spam 
## 0.8647158 0.1352842 
## 
## Conditional probabilities:
##                   checking
## sms_raw_train$type          No         Yes
##               ham  0.998058252 0.001941748
##               spam 1.000000000 0.000000000
## 
##                   good
## sms_raw_train$type         No        Yes
##               ham  0.95672677 0.04327323
##               spam 0.98581560 0.01418440
## 
##                   hope
## sms_raw_train$type          No         Yes
##               ham  0.980859917 0.019140083
##               spam 0.994680851 0.005319149
## 
##                   week
## sms_raw_train$type         No        Yes
##               ham  0.98751734 0.01248266
##               spam 0.93794326 0.06205674
## 
##                   back
## sms_raw_train$type         No        Yes
##               ham  0.97447989 0.02552011
##               spam 0.97340426 0.02659574
## 
##                   give
## sms_raw_train$type          No         Yes
##               ham  0.980582524 0.019417476
##               spam 0.991134752 0.008865248
## 
##                   cbe
## sms_raw_train$type           No          Yes
##               ham  0.9991678225 0.0008321775
##               spam 1.0000000000 0.0000000000
## 
##                   pay
## sms_raw_train$type         No        Yes
##               ham  0.99445215 0.00554785
##               spam 0.99822695 0.00177305
## 
##                   cash
## sms_raw_train$type         No        Yes
##               ham  0.99778086 0.00221914
##               spam 0.91312057 0.08687943
## 
##                   collection
## sms_raw_train$type         No        Yes
##               ham  1.00000000 0.00000000
##               spam 0.96276596 0.03723404
## 
##                   complimentary
## sms_raw_train$type         No        Yes
##               ham  1.00000000 0.00000000
##               spam 0.98404255 0.01595745
## 
##                   holiday
## sms_raw_train$type          No         Yes
##               ham  0.996948682 0.003051318
##               spam 0.953900709 0.046099291
## 
##                   landline
## sms_raw_train$type           No          Yes
##               ham  0.9997226075 0.0002773925
##               spam 0.9521276596 0.0478723404
## 
##                   lose
## sms_raw_train$type         No        Yes
##               ham  0.99778086 0.00221914
##               spam 0.99822695 0.00177305
## 
##                   urgent
## sms_raw_train$type           No          Yes
##               ham  0.9991678225 0.0008321775
##               spam 0.9131205674 0.0868794326
## 
##                   award
## sms_raw_train$type         No        Yes
##               ham  1.00000000 0.00000000
##               spam 0.97340426 0.02659574
## 
##                   box
## sms_raw_train$type           No          Yes
##               ham  0.9991678225 0.0008321775
##               spam 0.9397163121 0.0602836879
## 
##                   call
## sms_raw_train$type        No       Yes
##               ham  0.9520111 0.0479889
##               spam 0.5567376 0.4432624
## 
##                   collect
## sms_raw_train$type         No        Yes
##               ham  0.99889043 0.00110957
##               spam 0.96808511 0.03191489
## 
##                   dear
## sms_raw_train$type         No        Yes
##               ham  0.98307906 0.01692094
##               spam 0.97695035 0.02304965
## 
##                   final
## sms_raw_train$type          No         Yes
##               ham  0.999445215 0.000554785
##               spam 0.976950355 0.023049645
## 
##                   notice
## sms_raw_train$type          No         Yes
##               ham  0.998890430 0.001109570
##               spam 0.994680851 0.005319149
## 
##                   ppm
## sms_raw_train$type         No        Yes
##               ham  1.00000000 0.00000000
##               spam 0.93971631 0.06028369
## 
##                   sae
## sms_raw_train$type         No        Yes
##               ham  1.00000000 0.00000000
##               spam 0.96808511 0.03191489
## 
##                   tenerife
## sms_raw_train$type        No       Yes
##               ham  1.0000000 0.0000000
##               spam 0.9893617 0.0106383
## 
##                   discuss
## sms_raw_train$type         No        Yes
##               ham  0.99889043 0.00110957
##               spam 1.00000000 0.00000000
## 
##                   lar
## sms_raw_train$type         No        Yes
##               ham  0.99112344 0.00887656
##               spam 1.00000000 0.00000000
## 
##                   pick
## sms_raw_train$type         No        Yes
##               ham  0.98502080 0.01497920
##               spam 0.99822695 0.00177305
## 
##                   father
## sms_raw_train$type         No        Yes
##               ham  0.99889043 0.00110957
##               spam 1.00000000 0.00000000
## 
##                   free
## sms_raw_train$type         No        Yes
##               ham  0.98751734 0.01248266
##               spam 0.76950355 0.23049645
## 
##                   game
## sms_raw_train$type          No         Yes
##               ham  0.997226075 0.002773925
##               spam 0.985815603 0.014184397
## 
##                   mobile
## sms_raw_train$type          No         Yes
##               ham  0.996948682 0.003051318
##               spam 0.842198582 0.157801418
## 
##                   official
## sms_raw_train$type           No          Yes
##               ham  0.9997226075 0.0002773925
##               spam 0.9911347518 0.0088652482
## 
##                   play
## sms_raw_train$type         No        Yes
##               ham  0.99667129 0.00332871
##               spam 0.98226950 0.01773050
## 
##                   send
## sms_raw_train$type         No        Yes
##               ham  0.97198336 0.02801664
##               spam 0.91134752 0.08865248
## 
##                   text
## sms_raw_train$type         No        Yes
##               ham  0.98446602 0.01553398
##               spam 0.86524823 0.13475177
## 
##                   fyi
## sms_raw_train$type         No        Yes
##               ham  0.99889043 0.00110957
##               spam 1.00000000 0.00000000
## 
##                   room
## sms_raw_train$type         No        Yes
##               ham  0.99223301 0.00776699
##               spam 1.00000000 0.00000000
## 
##                   swing
## sms_raw_train$type          No         Yes
##               ham  0.997226075 0.002773925
##               spam 1.000000000 0.000000000
## 
##                   usf
## sms_raw_train$type         No        Yes
##               ham  0.99778086 0.00221914
##               spam 1.00000000 0.00000000
## 
##                   big
## sms_raw_train$type         No        Yes
##               ham  0.99223301 0.00776699
##               spam 0.99822695 0.00177305
## 
##                   hour
## sms_raw_train$type          No         Yes
##               ham  0.994174757 0.005825243
##               spam 1.000000000 0.000000000
## 
##                   longer
## sms_raw_train$type          No         Yes
##               ham  0.998613037 0.001386963
##               spam 1.000000000 0.000000000
## 
##                   man
## sms_raw_train$type          No         Yes
##               ham  0.991400832 0.008599168
##               spam 1.000000000 0.000000000
## 
##                   thing
## sms_raw_train$type         No        Yes
##               ham  0.98613037 0.01386963
##               spam 0.99822695 0.00177305
## 
##                   lor
## sms_raw_train$type         No        Yes
##               ham  0.97087379 0.02912621
##               spam 1.00000000 0.00000000
## 
##                   complete
## sms_raw_train$type         No        Yes
##               ham  0.99889043 0.00110957
##               spam 1.00000000 0.00000000
## 
##                   ending
## sms_raw_train$type           No          Yes
##               ham  0.9997226075 0.0002773925
##               spam 0.9893617021 0.0106382979
## 
##                   ladies
## sms_raw_train$type           No          Yes
##               ham  0.9991678225 0.0008321775
##               spam 0.9964539007 0.0035460993
## 
##                   march
## sms_raw_train$type          No         Yes
##               ham  0.996393897 0.003606103
##               spam 1.000000000 0.000000000
## 
##                   problem
## sms_raw_train$type         No        Yes
##               ham  0.99223301 0.00776699
##               spam 1.00000000 0.00000000
## 
##                   ready
## sms_raw_train$type          No         Yes
##               ham  0.991678225 0.008321775
##               spam 0.992907801 0.007092199
## 
##                   work
## sms_raw_train$type          No         Yes
##               ham  0.981137309 0.018862691
##               spam 0.996453901 0.003546099
## 
##                   hmm
## sms_raw_train$type          No         Yes
##               ham  0.997503467 0.002496533
##               spam 1.000000000 0.000000000
## 
##                   night
## sms_raw_train$type          No         Yes
##               ham  0.980582524 0.019417476
##               spam 0.991134752 0.008865248
## 
##                   noon
## sms_raw_train$type          No         Yes
##               ham  0.997503467 0.002496533
##               spam 1.000000000 0.000000000
## 
##                   chikku
## sms_raw_train$type         No        Yes
##               ham  0.99667129 0.00332871
##               spam 1.00000000 0.00000000
## 
##                   cool
## sms_raw_train$type         No        Yes
##               ham  0.99112344 0.00887656
##               spam 0.99822695 0.00177305
## 
##                   cos
## sms_raw_train$type         No        Yes
##               ham  0.98557559 0.01442441
##               spam 1.00000000 0.00000000
## 
##                   darren
## sms_raw_train$type          No         Yes
##               ham  0.997503467 0.002496533
##               spam 1.000000000 0.000000000
## 
##                   dat
## sms_raw_train$type          No         Yes
##               ham  0.991678225 0.008321775
##               spam 1.000000000 0.000000000
## 
##                   den
## sms_raw_train$type          No         Yes
##               ham  0.994174757 0.005825243
##               spam 1.000000000 0.000000000
## 
##                   dinner
## sms_raw_train$type         No        Yes
##               ham  0.99334258 0.00665742
##               spam 1.00000000 0.00000000
## 
##                   dun
## sms_raw_train$type          No         Yes
##               ham  0.990291262 0.009708738
##               spam 1.000000000 0.000000000
## 
##                   feel
## sms_raw_train$type         No        Yes
##               ham  0.98807212 0.01192788
##               spam 1.00000000 0.00000000
## 
##                   leave
## sms_raw_train$type          No         Yes
##               ham  0.990568655 0.009431345
##               spam 0.996453901 0.003546099
## 
##                   lunch
## sms_raw_train$type         No        Yes
##               ham  0.99223301 0.00776699
##               spam 1.00000000 0.00000000
## 
##                   meet
## sms_raw_train$type          No         Yes
##               ham  0.985298197 0.014701803
##               spam 0.992907801 0.007092199
## 
##                   meeting
## sms_raw_train$type          No         Yes
##               ham  0.990568655 0.009431345
##               spam 1.000000000 0.000000000
## 
##                   angry
## sms_raw_train$type          No         Yes
##               ham  0.997226075 0.002773925
##               spam 1.000000000 0.000000000
## 
##                   dint
## sms_raw_train$type         No        Yes
##               ham  0.99889043 0.00110957
##               spam 1.00000000 0.00000000
## 
##                   told
## sms_raw_train$type         No        Yes
##               ham  0.98918169 0.01081831
##               spam 1.00000000 0.00000000
## 
##                   din
## sms_raw_train$type         No        Yes
##               ham  0.99778086 0.00221914
##               spam 1.00000000 0.00000000
## 
##                   wan
## sms_raw_train$type          No         Yes
##               ham  0.990013870 0.009986130
##               spam 0.992907801 0.007092199
## 
##                   draw
## sms_raw_train$type          No         Yes
##               ham  0.998613037 0.001386963
##               spam 0.948581560 0.051418440
## 
##                   gift
## sms_raw_train$type          No         Yes
##               ham  0.998613037 0.001386963
##               spam 0.978723404 0.021276596
## 
##                   music
## sms_raw_train$type         No        Yes
##               ham  1.00000000 0.00000000
##               spam 0.98049645 0.01950355
## 
##                   starting
## sms_raw_train$type          No         Yes
##               ham  0.998613037 0.001386963
##               spam 0.992907801 0.007092199
## 
##                   tscs
## sms_raw_train$type        No       Yes
##               ham  1.0000000 0.0000000
##               spam 0.9751773 0.0248227
## 
##                   txt
## sms_raw_train$type         No        Yes
##               ham  0.99778086 0.00221914
##               spam 0.81028369 0.18971631
## 
##                   vouchers
## sms_raw_train$type         No        Yes
##               ham  1.00000000 0.00000000
##               spam 0.97695035 0.02304965
## 
##                   win
## sms_raw_train$type         No        Yes
##               ham  0.99889043 0.00110957
##               spam 0.91134752 0.08865248
## 
##                   word
## sms_raw_train$type          No         Yes
##               ham  0.996948682 0.003051318
##               spam 0.966312057 0.033687943
## 
##                   coming
## sms_raw_train$type        No       Yes
##               ham  0.9889043 0.0110957
##               spam 1.0000000 0.0000000
## 
##                   goodnight
## sms_raw_train$type          No         Yes
##               ham  0.997503467 0.002496533
##               spam 1.000000000 0.000000000
## 
##                   gym
## sms_raw_train$type         No        Yes
##               ham  0.99778086 0.00221914
##               spam 1.00000000 0.00000000
## 
##                   birthday
## sms_raw_train$type          No         Yes
##               ham  0.995006935 0.004993065
##               spam 0.998226950 0.001773050
## 
##                   today
## sms_raw_train$type         No        Yes
##               ham  0.97503467 0.02496533
##               spam 0.96808511 0.03191489
## 
##                   gud
## sms_raw_train$type         No        Yes
##               ham  0.98779473 0.01220527
##               spam 1.00000000 0.00000000
## 
##                   reading
## sms_raw_train$type          No         Yes
##               ham  0.997503467 0.002496533
##               spam 1.000000000 0.000000000
## 
##                   contact
## sms_raw_train$type          No         Yes
##               ham  0.996948682 0.003051318
##               spam 0.914893617 0.085106383
## 
##                   cost
## sms_raw_train$type         No        Yes
##               ham  0.99778086 0.00221914
##               spam 0.97340426 0.02659574
## 
##                   expensive
## sms_raw_train$type           No          Yes
##               ham  0.9991678225 0.0008321775
##               spam 1.0000000000 0.0000000000
## 
##                   joke
## sms_raw_train$type          No         Yes
##               ham  0.998613037 0.001386963
##               spam 1.000000000 0.000000000
## 
##                   school
## sms_raw_train$type         No        Yes
##               ham  0.99556172 0.00443828
##               spam 1.00000000 0.00000000
## 
##                   thinking
## sms_raw_train$type          No         Yes
##               ham  0.996116505 0.003883495
##               spam 1.000000000 0.000000000
## 
##                   love
## sms_raw_train$type         No        Yes
##               ham  0.96837725 0.03162275
##               spam 0.98936170 0.01063830
## 
##                   read
## sms_raw_train$type         No        Yes
##               ham  0.99667129 0.00332871
##               spam 1.00000000 0.00000000
## 
##                   bank
## sms_raw_train$type          No         Yes
##               ham  0.998058252 0.001941748
##               spam 0.998226950 0.001773050
## 
##                   money
## sms_raw_train$type          No         Yes
##               ham  0.989736477 0.010263523
##               spam 0.996453901 0.003546099
## 
##                   armand
## sms_raw_train$type          No         Yes
##               ham  0.998613037 0.001386963
##               spam 1.000000000 0.000000000
## 
##                   stop
## sms_raw_train$type          No         Yes
##               ham  0.993065187 0.006934813
##               spam 0.877659574 0.122340426
## 
##                   weather
## sms_raw_train$type          No         Yes
##               ham  0.998335645 0.001664355
##               spam 1.000000000 0.000000000
## 
##                   plan
## sms_raw_train$type          No         Yes
##               ham  0.994174757 0.005825243
##               spam 1.000000000 0.000000000
## 
##                   todays
## sms_raw_train$type           No          Yes
##               ham  0.9991678225 0.0008321775
##               spam 0.9751773050 0.0248226950
## 
##                   whats
## sms_raw_train$type         No        Yes
##               ham  0.99667129 0.00332871
##               spam 0.99822695 0.00177305
## 
##                   cancer
## sms_raw_train$type          No         Yes
##               ham  0.998613037 0.001386963
##               spam 1.000000000 0.000000000
## 
##                   care
## sms_raw_train$type          No         Yes
##               ham  0.988626907 0.011373093
##               spam 0.991134752 0.008865248
## 
##                   cup
## sms_raw_train$type           No          Yes
##               ham  0.9991678225 0.0008321775
##               spam 0.9929078014 0.0070921986
## 
##                   doctor
## sms_raw_train$type          No         Yes
##               ham  0.998058252 0.001941748
##               spam 1.000000000 0.000000000
## 
##                   fat
## sms_raw_train$type          No         Yes
##               ham  0.998613037 0.001386963
##               spam 1.000000000 0.000000000
## 
##                   morning
## sms_raw_train$type         No        Yes
##               ham  0.98280166 0.01719834
##               spam 1.00000000 0.00000000
## 
##                   sleep
## sms_raw_train$type         No        Yes
##               ham  0.98945908 0.01054092
##               spam 1.00000000 0.00000000
## 
##                   train
## sms_raw_train$type         No        Yes
##               ham  0.99778086 0.00221914
##               spam 1.00000000 0.00000000
## 
##                   wine
## sms_raw_train$type          No         Yes
##               ham  0.997503467 0.002496533
##               spam 1.000000000 0.000000000
## 
##                   auction
## sms_raw_train$type         No        Yes
##               ham  1.00000000 0.00000000
##               spam 0.98404255 0.01595745
## 
##                   camera
## sms_raw_train$type           No          Yes
##               ham  0.9991678225 0.0008321775
##               spam 0.9521276596 0.0478723404
## 
##                   digital
## sms_raw_train$type           No          Yes
##               ham  0.9997226075 0.0002773925
##               spam 0.9875886525 0.0124113475
## 
##                   nokia
## sms_raw_train$type           No          Yes
##               ham  0.9997226075 0.0002773925
##               spam 0.9202127660 0.0797872340
## 
##                   part
## sms_raw_train$type          No         Yes
##               ham  0.994729542 0.005270458
##               spam 0.984042553 0.015957447
## 
##                   won
## sms_raw_train$type       No      Yes
##               ham  1.000000 0.000000
##               spam 0.891844 0.108156
## 
##                   fri
## sms_raw_train$type          No         Yes
##               ham  0.997226075 0.002773925
##               spam 0.996453901 0.003546099
## 
##                   leh
## sms_raw_train$type          No         Yes
##               ham  0.994729542 0.005270458
##               spam 1.000000000 0.000000000
## 
##                   make
## sms_raw_train$type         No        Yes
##               ham  0.98280166 0.01719834
##               spam 0.98049645 0.01950355
## 
##                   wait
## sms_raw_train$type          No         Yes
##               ham  0.986962552 0.013037448
##               spam 0.996453901 0.003546099
## 
##                   carlos
## sms_raw_train$type          No         Yes
##               ham  0.996393897 0.003606103
##               spam 1.000000000 0.000000000
## 
##                   hear
## sms_raw_train$type          No         Yes
##               ham  0.995006935 0.004993065
##               spam 0.996453901 0.003546099
## 
##                   phone
## sms_raw_train$type         No        Yes
##               ham  0.98280166 0.01719834
##               spam 0.92730496 0.07269504
## 
##                   texts
## sms_raw_train$type          No         Yes
##               ham  0.998058252 0.001941748
##               spam 0.975177305 0.024822695
## 
##                   job
## sms_raw_train$type         No        Yes
##               ham  0.99112344 0.00887656
##               spam 1.00000000 0.00000000
## 
##                   chat
## sms_raw_train$type          No         Yes
##               ham  0.996393897 0.003606103
##               spam 0.950354610 0.049645390
## 
##                   cheap
## sms_raw_train$type          No         Yes
##               ham  0.998613037 0.001386963
##               spam 0.992907801 0.007092199
## 
##                   cheaper
## sms_raw_train$type           No          Yes
##               ham  0.9991678225 0.0008321775
##               spam 0.9964539007 0.0035460993
## 
##                   gay
## sms_raw_train$type          No         Yes
##               ham  1.000000000 0.000000000
##               spam 0.991134752 0.008865248
## 
##                   hot
## sms_raw_train$type          No         Yes
##               ham  0.998335645 0.001664355
##               spam 0.980496454 0.019503546
## 
##                   min
## sms_raw_train$type          No         Yes
##               ham  0.994729542 0.005270458
##               spam 0.955673759 0.044326241
## 
##                   national
## sms_raw_train$type        No       Yes
##               ham  1.0000000 0.0000000
##               spam 0.9858156 0.0141844
## 
##                   rate
## sms_raw_train$type          No         Yes
##               ham  0.999445215 0.000554785
##               spam 0.969858156 0.030141844
## 
##                   sale
## sms_raw_train$type           No          Yes
##               ham  0.9991678225 0.0008321775
##               spam 0.9929078014 0.0070921986
## 
##                   yeah
## sms_raw_train$type         No        Yes
##               ham  0.98141470 0.01858530
##               spam 0.99822695 0.00177305
## 
##                   centre
## sms_raw_train$type          No         Yes
##               ham  0.998613037 0.001386963
##               spam 1.000000000 0.000000000
## 
##                   road
## sms_raw_train$type          No         Yes
##               ham  0.998058252 0.001941748
##               spam 1.000000000 0.000000000
## 
##                   awarded
## sms_raw_train$type         No        Yes
##               ham  1.00000000 0.00000000
##               spam 0.95035461 0.04964539
## 
##                   claim
## sms_raw_train$type        No       Yes
##               ham  1.0000000 0.0000000
##               spam 0.8457447 0.1542553
## 
##                   guaranteed
## sms_raw_train$type         No        Yes
##               ham  1.00000000 0.00000000
##               spam 0.93617021 0.06382979
## 
##                   hrs
## sms_raw_train$type          No         Yes
##               ham  0.998058252 0.001941748
##               spam 0.968085106 0.031914894
## 
##                   land
## sms_raw_train$type        No       Yes
##               ham  1.0000000 0.0000000
##               spam 0.9751773 0.0248227
## 
##                   line
## sms_raw_train$type          No         Yes
##               ham  0.998335645 0.001664355
##               spam 0.948581560 0.051418440
## 
##                   number
## sms_raw_train$type         No        Yes
##               ham  0.98640777 0.01359223
##               spam 0.96453901 0.03546099
## 
##                   prize
## sms_raw_train$type        No       Yes
##               ham  1.0000000 0.0000000
##               spam 0.8741135 0.1258865
## 
##                   valid
## sms_raw_train$type         No        Yes
##               ham  1.00000000 0.00000000
##               spam 0.96808511 0.03191489
## 
##                   mah
## sms_raw_train$type         No        Yes
##               ham  0.99778086 0.00221914
##               spam 1.00000000 0.00000000
## 
##                   tomorrow
## sms_raw_train$type         No        Yes
##               ham  0.98446602 0.01553398
##               spam 0.98758865 0.01241135
## 
##                   wat
## sms_raw_train$type         No        Yes
##               ham  0.98169209 0.01830791
##               spam 0.99822695 0.00177305
## 
##                   hey
## sms_raw_train$type          No         Yes
##               ham  0.978085992 0.021914008
##               spam 0.996453901 0.003546099
## 
##                   sat
## sms_raw_train$type          No         Yes
##               ham  0.995006935 0.004993065
##               spam 0.998226950 0.001773050
## 
##                   sec
## sms_raw_train$type          No         Yes
##               ham  0.998613037 0.001386963
##               spam 1.000000000 0.000000000
## 
##                   izzit
## sms_raw_train$type          No         Yes
##               ham  0.998613037 0.001386963
##               spam 1.000000000 0.000000000
## 
##                   mrt
## sms_raw_train$type         No        Yes
##               ham  0.99778086 0.00221914
##               spam 1.00000000 0.00000000
## 
##                   raining
## sms_raw_train$type          No         Yes
##               ham  0.998613037 0.001386963
##               spam 1.000000000 0.000000000
## 
##                   yup
## sms_raw_train$type         No        Yes
##               ham  0.99112344 0.00887656
##               spam 1.00000000 0.00000000
## 
##                   family
## sms_raw_train$type          No         Yes
##               ham  0.995006935 0.004993065
##               spam 1.000000000 0.000000000
## 
##                   mother
## sms_raw_train$type          No         Yes
##               ham  0.998613037 0.001386963
##               spam 1.000000000 0.000000000
## 
##                   pray
## sms_raw_train$type          No         Yes
##               ham  0.998058252 0.001941748
##               spam 1.000000000 0.000000000
## 
##                   bcoz
## sms_raw_train$type          No         Yes
##               ham  0.997503467 0.002496533
##               spam 1.000000000 0.000000000
## 
##                   enjoy
## sms_raw_train$type         No        Yes
##               ham  0.99445215 0.00554785
##               spam 0.98404255 0.01595745
## 
##                   loved
## sms_raw_train$type          No         Yes
##               ham  0.997503467 0.002496533
##               spam 1.000000000 0.000000000
## 
##                   world
## sms_raw_train$type          No         Yes
##               ham  0.993065187 0.006934813
##               spam 0.998226950 0.001773050
## 
##                   fact
## sms_raw_train$type          No         Yes
##               ham  0.998058252 0.001941748
##               spam 0.998226950 0.001773050
## 
##                   minutes
## sms_raw_train$type          No         Yes
##               ham  0.995006935 0.004993065
##               spam 0.991134752 0.008865248
## 
##                   bill
## sms_raw_train$type          No         Yes
##               ham  0.998613037 0.001386963
##               spam 0.996453901 0.003546099
## 
##                   connection
## sms_raw_train$type           No          Yes
##               ham  0.9991678225 0.0008321775
##               spam 1.0000000000 0.0000000000
## 
##                   decimal
## sms_raw_train$type         No        Yes
##               ham  0.99556172 0.00443828
##               spam 1.00000000 0.00000000
## 
##                   congratulations
## sms_raw_train$type           No          Yes
##               ham  0.9997226075 0.0002773925
##               spam 0.9840425532 0.0159574468
## 
##                   entry
## sms_raw_train$type        No       Yes
##               ham  1.0000000 0.0000000
##               spam 0.9751773 0.0248227
## 
##                   tncs
## sms_raw_train$type          No         Yes
##               ham  1.000000000 0.000000000
##               spam 0.994680851 0.005319149
## 
##                   wkly
## sms_raw_train$type        No       Yes
##               ham  1.0000000 0.0000000
##               spam 0.9822695 0.0177305
## 
##                   mum
## sms_raw_train$type          No         Yes
##               ham  0.995284327 0.004715673
##               spam 1.000000000 0.000000000
## 
##                   meh
## sms_raw_train$type          No         Yes
##               ham  0.998058252 0.001941748
##               spam 1.000000000 0.000000000
## 
##                   fine
## sms_raw_train$type          No         Yes
##               ham  0.991678225 0.008321775
##               spam 1.000000000 0.000000000
## 
##                   awesome
## sms_raw_train$type          No         Yes
##               ham  0.995839112 0.004160888
##               spam 1.000000000 0.000000000
## 
##                   deal
## sms_raw_train$type          No         Yes
##               ham  0.998058252 0.001941748
##               spam 1.000000000 0.000000000
## 
##                   kind
## sms_raw_train$type         No        Yes
##               ham  0.99667129 0.00332871
##               spam 1.00000000 0.00000000
## 
##                   loves
## sms_raw_train$type          No         Yes
##               ham  0.998613037 0.001386963
##               spam 1.000000000 0.000000000
## 
##                   thought
## sms_raw_train$type          No         Yes
##               ham  0.990568655 0.009431345
##               spam 0.998226950 0.001773050
## 
##                   watch
## sms_raw_train$type          No         Yes
##               ham  0.993897365 0.006102635
##               spam 1.000000000 0.000000000
## 
##                   company
## sms_raw_train$type          No         Yes
##               ham  0.996116505 0.003883495
##               spam 0.996453901 0.003546099
## 
##                   happiness
## sms_raw_train$type          No         Yes
##               ham  0.996948682 0.003051318
##               spam 1.000000000 0.000000000
## 
##                   nigeria
## sms_raw_train$type          No         Yes
##               ham  0.998335645 0.001664355
##               spam 1.000000000 0.000000000
## 
##                   safe
## sms_raw_train$type         No        Yes
##               ham  0.99778086 0.00221914
##               spam 1.00000000 0.00000000
## 
##                   share
## sms_raw_train$type          No         Yes
##               ham  0.998058252 0.001941748
##               spam 1.000000000 0.000000000
## 
##                   trip
## sms_raw_train$type          No         Yes
##               ham  0.996948682 0.003051318
##               spam 0.992907801 0.007092199
## 
##                   fancy
## sms_raw_train$type          No         Yes
##               ham  0.998613037 0.001386963
##               spam 0.985815603 0.014184397
## 
##                   hav
## sms_raw_train$type          No         Yes
##               ham  0.995006935 0.004993065
##               spam 1.000000000 0.000000000
## 
##                   pete
## sms_raw_train$type          No         Yes
##               ham  0.998613037 0.001386963
##               spam 0.998226950 0.001773050
## 
##                   ring
## sms_raw_train$type          No         Yes
##               ham  0.996393897 0.003606103
##               spam 0.996453901 0.003546099
## 
##                   tired
## sms_raw_train$type         No        Yes
##               ham  0.99667129 0.00332871
##               spam 1.00000000 0.00000000
## 
##                   bed
## sms_raw_train$type          No         Yes
##               ham  0.993897365 0.006102635
##               spam 1.000000000 0.000000000
## 
##                   bored
## sms_raw_train$type          No         Yes
##               ham  0.995839112 0.004160888
##               spam 0.998226950 0.001773050
## 
##                   car
## sms_raw_train$type         No        Yes
##               ham  0.99223301 0.00776699
##               spam 1.00000000 0.00000000
## 
##                   checked
## sms_raw_train$type          No         Yes
##               ham  0.998335645 0.001664355
##               spam 1.000000000 0.000000000
## 
##                   clean
## sms_raw_train$type          No         Yes
##               ham  0.997503467 0.002496533
##               spam 1.000000000 0.000000000
## 
##                   feeling
## sms_raw_train$type          No         Yes
##               ham  0.996116505 0.003883495
##               spam 1.000000000 0.000000000
## 
##                   hit
## sms_raw_train$type          No         Yes
##               ham  0.997780860 0.002219140
##               spam 0.996453901 0.003546099
## 
##                   left
## sms_raw_train$type          No         Yes
##               ham  0.994729542 0.005270458
##               spam 1.000000000 0.000000000
## 
##                   post
## sms_raw_train$type          No         Yes
##               ham  0.997503467 0.002496533
##               spam 0.992907801 0.007092199
## 
##                   sit
## sms_raw_train$type          No         Yes
##               ham  0.998613037 0.001386963
##               spam 1.000000000 0.000000000
## 
##                   stuff
## sms_raw_train$type         No        Yes
##               ham  0.98973648 0.01026352
##               spam 0.99822695 0.00177305
## 
##                   time
## sms_raw_train$type         No        Yes
##               ham  0.96005548 0.03994452
##               spam 0.97340426 0.02659574
## 
##                   times
## sms_raw_train$type          No         Yes
##               ham  0.995284327 0.004715673
##               spam 1.000000000 0.000000000
## 
##                   drive
## sms_raw_train$type          No         Yes
##               ham  0.996393897 0.003606103
##               spam 1.000000000 0.000000000
## 
##                   lot
## sms_raw_train$type         No        Yes
##               ham  0.99223301 0.00776699
##               spam 1.00000000 0.00000000
## 
##                   street
## sms_raw_train$type          No         Yes
##               ham  0.997780860 0.002219140
##               spam 0.996453901 0.003546099
## 
##                   abt
## sms_raw_train$type          No         Yes
##               ham  0.995839112 0.004160888
##               spam 1.000000000 0.000000000
## 
##                   body
## sms_raw_train$type         No        Yes
##               ham  0.99889043 0.00110957
##               spam 1.00000000 0.00000000
## 
##                   dont
## sms_raw_train$type         No        Yes
##               ham  0.97364771 0.02635229
##               spam 0.98404255 0.01595745
## 
##                   nxt
## sms_raw_train$type         No        Yes
##               ham  0.99889043 0.00110957
##               spam 1.00000000 0.00000000
## 
##                   plz
## sms_raw_train$type          No         Yes
##               ham  0.996116505 0.003883495
##               spam 1.000000000 0.000000000
## 
##                   things
## sms_raw_train$type         No        Yes
##               ham  0.98945908 0.01054092
##               spam 0.99822695 0.00177305
## 
##                   wit
## sms_raw_train$type          No         Yes
##               ham  0.996948682 0.003051318
##               spam 1.000000000 0.000000000
## 
##                   words
## sms_raw_train$type          No         Yes
##               ham  0.995006935 0.004993065
##               spam 1.000000000 0.000000000
## 
##                   pix
## sms_raw_train$type          No         Yes
##               ham  0.998890430 0.001109570
##               spam 0.996453901 0.003546099
## 
##                   top
## sms_raw_train$type          No         Yes
##               ham  0.998335645 0.001664355
##               spam 0.975177305 0.024822695
## 
##                   beautiful
## sms_raw_train$type         No        Yes
##               ham  0.99556172 0.00443828
##               spam 1.00000000 0.00000000
## 
##                   feels
## sms_raw_train$type          No         Yes
##               ham  0.998335645 0.001664355
##               spam 1.000000000 0.000000000
## 
##                   heart
## sms_raw_train$type          No         Yes
##               ham  0.992510402 0.007489598
##               spam 0.994680851 0.005319149
## 
##                   heavy
## sms_raw_train$type          No         Yes
##               ham  0.998335645 0.001664355
##               spam 1.000000000 0.000000000
## 
##                   leaves
## sms_raw_train$type         No        Yes
##               ham  0.99778086 0.00221914
##               spam 1.00000000 0.00000000
## 
##                   light
## sms_raw_train$type          No         Yes
##               ham  0.997226075 0.002773925
##               spam 1.000000000 0.000000000
## 
##                   truth
## sms_raw_train$type          No         Yes
##               ham  0.997503467 0.002496533
##               spam 1.000000000 0.000000000
## 
##                   babe
## sms_raw_train$type         No        Yes
##               ham  0.98696255 0.01303745
##               spam 0.98936170 0.01063830
## 
##                   day
## sms_raw_train$type         No        Yes
##               ham  0.96005548 0.03994452
##               spam 0.97517730 0.02482270
## 
##                   long
## sms_raw_train$type          No         Yes
##               ham  0.991678225 0.008321775
##               spam 1.000000000 0.000000000
## 
##                   loving
## sms_raw_train$type          No         Yes
##               ham  0.998058252 0.001941748
##               spam 1.000000000 0.000000000
## 
##                   miss
## sms_raw_train$type          No         Yes
##               ham  0.986685160 0.013314840
##               spam 0.992907801 0.007092199
## 
##                   moment
## sms_raw_train$type         No        Yes
##               ham  0.99778086 0.00221914
##               spam 1.00000000 0.00000000
## 
##                   smile
## sms_raw_train$type          No         Yes
##               ham  0.992510402 0.007489598
##               spam 1.000000000 0.000000000
## 
##                   loan
## sms_raw_train$type           No          Yes
##               ham  0.9991678225 0.0008321775
##               spam 0.9946808511 0.0053191489
## 
##                   dunno
## sms_raw_train$type          No         Yes
##               ham  0.993897365 0.006102635
##               spam 1.000000000 0.000000000
## 
##                   mayb
## sms_raw_train$type          No         Yes
##               ham  0.997503467 0.002496533
##               spam 1.000000000 0.000000000
## 
##                   remember
## sms_raw_train$type          No         Yes
##               ham  0.994729542 0.005270458
##               spam 1.000000000 0.000000000
## 
##                   tmr
## sms_raw_train$type          No         Yes
##               ham  0.994729542 0.005270458
##               spam 1.000000000 0.000000000
## 
##                   character
## sms_raw_train$type         No        Yes
##               ham  0.99889043 0.00110957
##               spam 1.00000000 0.00000000
## 
##                   opinion
## sms_raw_train$type          No         Yes
##               ham  0.998335645 0.001664355
##               spam 1.000000000 0.000000000
## 
##                   wats
## sms_raw_train$type          No         Yes
##               ham  0.998335645 0.001664355
##               spam 1.000000000 0.000000000
## 
##                   liao
## sms_raw_train$type          No         Yes
##               ham  0.991955617 0.008044383
##               spam 1.000000000 0.000000000
## 
##                   muz
## sms_raw_train$type          No         Yes
##               ham  0.998335645 0.001664355
##               spam 0.994680851 0.005319149
## 
##                   sun
## sms_raw_train$type          No         Yes
##               ham  0.996948682 0.003051318
##               spam 0.998226950 0.001773050
## 
##                   bring
## sms_raw_train$type          No         Yes
##               ham  0.995284327 0.004715673
##               spam 1.000000000 0.000000000
## 
##                   home
## sms_raw_train$type         No        Yes
##               ham  0.96588072 0.03411928
##               spam 1.00000000 0.00000000
## 
##                   rest
## sms_raw_train$type          No         Yes
##               ham  0.998058252 0.001941748
##               spam 1.000000000 0.000000000
## 
##                   hmmm
## sms_raw_train$type          No         Yes
##               ham  0.997503467 0.002496533
##               spam 1.000000000 0.000000000
## 
##                   players
## sms_raw_train$type          No         Yes
##               ham  0.998613037 0.001386963
##               spam 1.000000000 0.000000000
## 
##                   selected
## sms_raw_train$type           No          Yes
##               ham  0.9991678225 0.0008321775
##               spam 0.9680851064 0.0319148936
## 
##                   working
## sms_raw_train$type          No         Yes
##               ham  0.993897365 0.006102635
##               spam 1.000000000 0.000000000
## 
##                   cute
## sms_raw_train$type          No         Yes
##               ham  0.998613037 0.001386963
##               spam 0.998226950 0.001773050
## 
##                   girls
## sms_raw_train$type          No         Yes
##               ham  0.997503467 0.002496533
##               spam 0.991134752 0.008865248
## 
##                   local
## sms_raw_train$type           No          Yes
##               ham  0.9997226075 0.0002773925
##               spam 0.9929078014 0.0070921986
## 
##                   guy
## sms_raw_train$type          No         Yes
##               ham  0.995006935 0.004993065
##               spam 1.000000000 0.000000000
## 
##                   nope
## sms_raw_train$type         No        Yes
##               ham  0.99667129 0.00332871
##               spam 1.00000000 0.00000000
## 
##                   called
## sms_raw_train$type          No         Yes
##               ham  0.993619972 0.006380028
##               spam 1.000000000 0.000000000
## 
##                   dad
## sms_raw_train$type          No         Yes
##               ham  0.993619972 0.006380028
##               spam 1.000000000 0.000000000
## 
##                   oredi
## sms_raw_train$type          No         Yes
##               ham  0.996393897 0.003606103
##               spam 1.000000000 0.000000000
## 
##                   alright
## sms_raw_train$type         No        Yes
##               ham  0.99445215 0.00554785
##               spam 1.00000000 0.00000000
## 
##                   head
## sms_raw_train$type          No         Yes
##               ham  0.995839112 0.004160888
##               spam 1.000000000 0.000000000
## 
##                   cafe
## sms_raw_train$type         No        Yes
##               ham  0.99889043 0.00110957
##               spam 1.00000000 0.00000000
## 
##                   deep
## sms_raw_train$type         No        Yes
##               ham  0.99778086 0.00221914
##               spam 1.00000000 0.00000000
## 
##                   net
## sms_raw_train$type          No         Yes
##               ham  0.998613037 0.001386963
##               spam 0.998226950 0.001773050
## 
##                   hospital
## sms_raw_train$type         No        Yes
##               ham  0.99778086 0.00221914
##               spam 1.00000000 0.00000000
## 
##                   office
## sms_raw_train$type          No         Yes
##               ham  0.995284327 0.004715673
##               spam 0.998226950 0.001773050
## 
##                   asked
## sms_raw_train$type          No         Yes
##               ham  0.995839112 0.004160888
##               spam 0.991134752 0.008865248
## 
##                   days
## sms_raw_train$type         No        Yes
##               ham  0.99334258 0.00665742
##               spam 0.97872340 0.02127660
## 
##                   due
## sms_raw_train$type          No         Yes
##               ham  0.998890430 0.001109570
##               spam 0.996453901 0.003546099
## 
##                   india
## sms_raw_train$type          No         Yes
##               ham  0.998335645 0.001664355
##               spam 0.998226950 0.001773050
## 
##                   mins
## sms_raw_train$type          No         Yes
##               ham  0.997503467 0.002496533
##               spam 0.946808511 0.053191489
## 
##                   sed
## sms_raw_train$type           No          Yes
##               ham  0.9991678225 0.0008321775
##               spam 0.9982269504 0.0017730496
## 
##                   bathe
## sms_raw_train$type          No         Yes
##               ham  0.998058252 0.001941748
##               spam 1.000000000 0.000000000
## 
##                   message
## sms_raw_train$type         No        Yes
##               ham  0.98723994 0.01276006
##               spam 0.96276596 0.03723404
## 
##                   chance
## sms_raw_train$type         No        Yes
##               ham  0.99778086 0.00221914
##               spam 0.96453901 0.03546099
## 
##                   happen
## sms_raw_train$type          No         Yes
##               ham  0.995284327 0.004715673
##               spam 1.000000000 0.000000000
## 
##                   reached
## sms_raw_train$type         No        Yes
##               ham  0.99778086 0.00221914
##               spam 1.00000000 0.00000000
## 
##                   bit
## sms_raw_train$type         No        Yes
##               ham  0.98945908 0.01054092
##               spam 1.00000000 0.00000000
## 
##                   gonna
## sms_raw_train$type         No        Yes
##               ham  0.98918169 0.01081831
##               spam 1.00000000 0.00000000
## 
##                   aha
## sms_raw_train$type          No         Yes
##               ham  0.998335645 0.001664355
##               spam 1.000000000 0.000000000
## 
##                   yesterday
## sms_raw_train$type          No         Yes
##               ham  0.995284327 0.004715673
##               spam 0.996453901 0.003546099
## 
##                   flights
## sms_raw_train$type          No         Yes
##               ham  1.000000000 0.000000000
##               spam 0.992907801 0.007092199
## 
##                   friend
## sms_raw_train$type         No        Yes
##               ham  0.99223301 0.00776699
##               spam 0.98758865 0.01241135
## 
##                   custcare
## sms_raw_train$type        No       Yes
##               ham  1.0000000 0.0000000
##               spam 0.9858156 0.0141844
## 
##                   shop
## sms_raw_train$type          No         Yes
##               ham  0.996948682 0.003051318
##               spam 0.992907801 0.007092199
## 
##                   shopping
## sms_raw_train$type         No        Yes
##               ham  0.99556172 0.00443828
##               spam 0.98936170 0.01063830
## 
##                   spree
## sms_raw_train$type        No       Yes
##               ham  1.0000000 0.0000000
##               spam 0.9893617 0.0106383
## 
##                   xpwk
## sms_raw_train$type          No         Yes
##               ham  1.000000000 0.000000000
##               spam 0.992907801 0.007092199
## 
##                   btw
## sms_raw_train$type         No        Yes
##               ham  0.99889043 0.00110957
##               spam 1.00000000 0.00000000
## 
##                   hair
## sms_raw_train$type         No        Yes
##               ham  0.99556172 0.00443828
##               spam 1.00000000 0.00000000
## 
##                   evening
## sms_raw_train$type         No        Yes
##               ham  0.99556172 0.00443828
##               spam 1.00000000 0.00000000
## 
##                   ttyl
## sms_raw_train$type          No         Yes
##               ham  0.998335645 0.001664355
##               spam 1.000000000 0.000000000
## 
##                   house
## sms_raw_train$type          No         Yes
##               ham  0.992787795 0.007212205
##               spam 0.998226950 0.001773050
## 
##                   watching
## sms_raw_train$type         No        Yes
##               ham  0.99445215 0.00554785
##               spam 1.00000000 0.00000000
## 
##                   died
## sms_raw_train$type          No         Yes
##               ham  0.998613037 0.001386963
##               spam 1.000000000 0.000000000
## 
##                   makes
## sms_raw_train$type          No         Yes
##               ham  0.996116505 0.003883495
##               spam 1.000000000 0.000000000
## 
##                   ends
## sms_raw_train$type          No         Yes
##               ham  0.998335645 0.001664355
##               spam 0.992907801 0.007092199
## 
##                   life
## sms_raw_train$type          No         Yes
##               ham  0.986962552 0.013037448
##               spam 0.994680851 0.005319149
## 
##                   people
## sms_raw_train$type          No         Yes
##               ham  0.989459085 0.010540915
##               spam 0.996453901 0.003546099
## 
##                   sight
## sms_raw_train$type           No          Yes
##               ham  0.9991678225 0.0008321775
##               spam 1.0000000000 0.0000000000
## 
##                   special
## sms_raw_train$type         No        Yes
##               ham  0.99445215 0.00554785
##               spam 0.98758865 0.01241135
## 
##                   till
## sms_raw_train$type          No         Yes
##               ham  0.996116505 0.003883495
##               spam 0.998226950 0.001773050
## 
##                   knw
## sms_raw_train$type         No        Yes
##               ham  0.99667129 0.00332871
##               spam 1.00000000 0.00000000
## 
##                   forgot
## sms_raw_train$type          No         Yes
##               ham  0.993619972 0.006380028
##               spam 1.000000000 0.000000000
## 
##                   lol
## sms_raw_train$type         No        Yes
##               ham  0.98446602 0.01553398
##               spam 1.00000000 0.00000000
## 
##                   airport
## sms_raw_train$type         No        Yes
##               ham  0.99889043 0.00110957
##               spam 1.00000000 0.00000000
## 
##                   dog
## sms_raw_train$type          No         Yes
##               ham  0.998613037 0.001386963
##               spam 1.000000000 0.000000000
## 
##                   thk
## sms_raw_train$type          No         Yes
##               ham  0.990291262 0.009708738
##               spam 1.000000000 0.000000000
## 
##                   wow
## sms_raw_train$type          No         Yes
##               ham  0.998613037 0.001386963
##               spam 0.996453901 0.003546099
## 
##                   sms
## sms_raw_train$type          No         Yes
##               ham  0.996116505 0.003883495
##               spam 0.964539007 0.035460993
## 
##                   pub
## sms_raw_train$type          No         Yes
##               ham  0.997226075 0.002773925
##               spam 0.996453901 0.003546099
## 
##                   laptop
## sms_raw_train$type          No         Yes
##               ham  0.997503467 0.002496533
##               spam 1.000000000 0.000000000
## 
##                   movies
## sms_raw_train$type          No         Yes
##               ham  0.998613037 0.001386963
##               spam 1.000000000 0.000000000
## 
##                   eat
## sms_raw_train$type          No         Yes
##               ham  0.992510402 0.007489598
##               spam 1.000000000 0.000000000
## 
##                   happy
## sms_raw_train$type         No        Yes
##               ham  0.98169209 0.01830791
##               spam 0.99822695 0.00177305
## 
##                   insurance
## sms_raw_train$type          No         Yes
##               ham  0.999445215 0.000554785
##               spam 1.000000000 0.000000000
## 
##                   joined
## sms_raw_train$type          No         Yes
##               ham  0.998890430 0.001109570
##               spam 0.996453901 0.003546099
## 
##                   met
## sms_raw_train$type          No         Yes
##               ham  0.998058252 0.001941748
##               spam 0.998226950 0.001773050
## 
##                   late
## sms_raw_train$type         No        Yes
##               ham  0.98779473 0.01220527
##               spam 0.99822695 0.00177305
## 
##                   plans
## sms_raw_train$type          No         Yes
##               ham  0.997503467 0.002496533
##               spam 1.000000000 0.000000000
## 
##                   weeks
## sms_raw_train$type          No         Yes
##               ham  0.998335645 0.001664355
##               spam 0.985815603 0.014184397
## 
##                   lots
## sms_raw_train$type         No        Yes
##               ham  0.99667129 0.00332871
##               spam 0.99822695 0.00177305
## 
##                   luv
## sms_raw_train$type          No         Yes
##               ham  0.993619972 0.006380028
##               spam 0.992907801 0.007092199
## 
##                   poor
## sms_raw_train$type          No         Yes
##               ham  0.998335645 0.001664355
##               spam 1.000000000 0.000000000
## 
##                   xxx
## sms_raw_train$type          No         Yes
##               ham  0.994729542 0.005270458
##               spam 0.980496454 0.019503546
## 
##                   sofa
## sms_raw_train$type          No         Yes
##               ham  0.998058252 0.001941748
##               spam 1.000000000 0.000000000
## 
##                   facebook
## sms_raw_train$type         No        Yes
##               ham  0.99778086 0.00221914
##               spam 1.00000000 0.00000000
## 
##                   pictures
## sms_raw_train$type          No         Yes
##               ham  0.998613037 0.001386963
##               spam 1.000000000 0.000000000
## 
##                   put
## sms_raw_train$type          No         Yes
##               ham  0.993065187 0.006934813
##               spam 0.998226950 0.001773050
## 
##                   show
## sms_raw_train$type          No         Yes
##               ham  0.995839112 0.004160888
##               spam 0.996453901 0.003546099
## 
##                   mom
## sms_raw_train$type          No         Yes
##               ham  0.997503467 0.002496533
##               spam 1.000000000 0.000000000
## 
##                   boo
## sms_raw_train$type          No         Yes
##               ham  0.998613037 0.001386963
##               spam 1.000000000 0.000000000
## 
##                   making
## sms_raw_train$type          No         Yes
##               ham  0.995839112 0.004160888
##               spam 1.000000000 0.000000000
## 
##                   moms
## sms_raw_train$type         No        Yes
##               ham  0.99889043 0.00110957
##               spam 1.00000000 0.00000000
## 
##                   boss
## sms_raw_train$type         No        Yes
##               ham  0.99778086 0.00221914
##               spam 1.00000000 0.00000000
## 
##                   fixed
## sms_raw_train$type          No         Yes
##               ham  0.998613037 0.001386963
##               spam 0.998226950 0.001773050
## 
##                   place
## sms_raw_train$type          No         Yes
##               ham  0.990568655 0.009431345
##               spam 0.992907801 0.007092199
## 
##                   talk
## sms_raw_train$type          No         Yes
##               ham  0.991123440 0.008876560
##               spam 0.996453901 0.003546099
## 
##                   telling
## sms_raw_train$type          No         Yes
##               ham  0.997503467 0.002496533
##               spam 1.000000000 0.000000000
## 
##                   year
## sms_raw_train$type          No         Yes
##               ham  0.991678225 0.008321775
##               spam 0.992907801 0.007092199
## 
##                   aint
## sms_raw_train$type         No        Yes
##               ham  0.99889043 0.00110957
##               spam 1.00000000 0.00000000
## 
##                   comin
## sms_raw_train$type         No        Yes
##               ham  0.99778086 0.00221914
##               spam 1.00000000 0.00000000
## 
##                   expecting
## sms_raw_train$type          No         Yes
##               ham  0.998613037 0.001386963
##               spam 1.000000000 0.000000000
## 
##                   pls
## sms_raw_train$type         No        Yes
##               ham  0.98196949 0.01803051
##               spam 0.98758865 0.01241135
## 
##                   didnt
## sms_raw_train$type          No         Yes
##               ham  0.992787795 0.007212205
##               spam 1.000000000 0.000000000
## 
##                   snow
## sms_raw_train$type          No         Yes
##               ham  0.998058252 0.001941748
##               spam 1.000000000 0.000000000
## 
##                   buy
## sms_raw_train$type          No         Yes
##               ham  0.988349515 0.011650485
##               spam 0.994680851 0.005319149
## 
##                   early
## sms_raw_train$type          No         Yes
##               ham  0.993065187 0.006934813
##               spam 1.000000000 0.000000000
## 
##                   gotta
## sms_raw_train$type         No        Yes
##               ham  0.99778086 0.00221914
##               spam 1.00000000 0.00000000
## 
##                   park
## sms_raw_train$type          No         Yes
##               ham  0.997503467 0.002496533
##               spam 1.000000000 0.000000000
## 
##                   girl
## sms_raw_train$type          No         Yes
##               ham  0.993897365 0.006102635
##               spam 0.996453901 0.003546099
## 
##                   thinks
## sms_raw_train$type         No        Yes
##               ham  0.99889043 0.00110957
##               spam 0.98404255 0.01595745
## 
##                   trouble
## sms_raw_train$type          No         Yes
##               ham  0.998335645 0.001664355
##               spam 1.000000000 0.000000000
## 
##                   interested
## sms_raw_train$type         No        Yes
##               ham  0.99889043 0.00110957
##               spam 0.99822695 0.00177305
## 
##                   msg
## sms_raw_train$type         No        Yes
##               ham  0.98945908 0.01054092
##               spam 0.93617021 0.06382979
## 
##                   txts
## sms_raw_train$type         No        Yes
##               ham  1.00000000 0.00000000
##               spam 0.98404255 0.01595745
## 
##                   website
## sms_raw_train$type         No        Yes
##               ham  0.99889043 0.00110957
##               spam 0.99822695 0.00177305
## 
##                   eatin
## sms_raw_train$type         No        Yes
##               ham  0.99889043 0.00110957
##               spam 1.00000000 0.00000000
## 
##                   baby
## sms_raw_train$type          No         Yes
##               ham  0.995006935 0.004993065
##               spam 0.996453901 0.003546099
## 
##                   shower
## sms_raw_train$type          No         Yes
##               ham  0.997226075 0.002773925
##               spam 1.000000000 0.000000000
## 
##                   num
## sms_raw_train$type          No         Yes
##               ham  0.998613037 0.001386963
##               spam 1.000000000 0.000000000
## 
##                   wif
## sms_raw_train$type          No         Yes
##               ham  0.993897365 0.006102635
##               spam 1.000000000 0.000000000
## 
##                   experience
## sms_raw_train$type          No         Yes
##               ham  0.998058252 0.001941748
##               spam 1.000000000 0.000000000
## 
##                   reply
## sms_raw_train$type          No         Yes
##               ham  0.990846047 0.009153953
##               spam 0.891843972 0.108156028
## 
##                   spoke
## sms_raw_train$type          No         Yes
##               ham  0.998613037 0.001386963
##               spam 1.000000000 0.000000000
## 
##                   asap
## sms_raw_train$type           No          Yes
##               ham  0.9991678225 0.0008321775
##               spam 0.9893617021 0.0106382979
## 
##                   tyler
## sms_raw_train$type         No        Yes
##               ham  0.99889043 0.00110957
##               spam 1.00000000 0.00000000
## 
##                   found
## sms_raw_train$type          No         Yes
##               ham  0.997503467 0.002496533
##               spam 1.000000000 0.000000000
## 
##                   jus
## sms_raw_train$type         No        Yes
##               ham  0.99445215 0.00554785
##               spam 1.00000000 0.00000000
## 
##                   mrng
## sms_raw_train$type         No        Yes
##               ham  0.99667129 0.00332871
##               spam 1.00000000 0.00000000
## 
##                   pass
## sms_raw_train$type          No         Yes
##               ham  0.998890430 0.001109570
##               spam 0.996453901 0.003546099
## 
##                   rose
## sms_raw_train$type         No        Yes
##               ham  0.99778086 0.00221914
##               spam 1.00000000 0.00000000
## 
##                   sea
## sms_raw_train$type         No        Yes
##               ham  0.99667129 0.00332871
##               spam 1.00000000 0.00000000
## 
##                   tht
## sms_raw_train$type         No        Yes
##               ham  0.99778086 0.00221914
##               spam 1.00000000 0.00000000
## 
##                   wake
## sms_raw_train$type          No         Yes
##               ham  0.994174757 0.005825243
##               spam 1.000000000 0.000000000
## 
##                   woke
## sms_raw_train$type         No        Yes
##               ham  0.99778086 0.00221914
##               spam 1.00000000 0.00000000
## 
##                   arrange
## sms_raw_train$type           No          Yes
##               ham  0.9991678225 0.0008321775
##               spam 0.9982269504 0.0017730496
## 
##                   flat
## sms_raw_train$type          No         Yes
##               ham  0.998613037 0.001386963
##               spam 1.000000000 0.000000000
## 
##                   college
## sms_raw_train$type         No        Yes
##               ham  0.99778086 0.00221914
##               spam 1.00000000 0.00000000
## 
##                   darlin
## sms_raw_train$type         No        Yes
##               ham  0.99667129 0.00332871
##               spam 1.00000000 0.00000000
## 
##                   finish
## sms_raw_train$type          No         Yes
##               ham  0.992510402 0.007489598
##               spam 1.000000000 0.000000000
## 
##                   finished
## sms_raw_train$type          No         Yes
##               ham  0.995006935 0.004993065
##               spam 1.000000000 0.000000000
## 
##                   ive
## sms_raw_train$type          No         Yes
##               ham  0.998058252 0.001941748
##               spam 1.000000000 0.000000000
## 
##                   kate
## sms_raw_train$type          No         Yes
##               ham  0.998058252 0.001941748
##               spam 1.000000000 0.000000000
## 
##                   break
## sms_raw_train$type          No         Yes
##               ham  0.996948682 0.003051318
##               spam 0.996453901 0.003546099
## 
##                   noe
## sms_raw_train$type          No         Yes
##               ham  0.996116505 0.003883495
##               spam 1.000000000 0.000000000
## 
##                   promise
## sms_raw_train$type          No         Yes
##               ham  0.998335645 0.001664355
##               spam 1.000000000 0.000000000
## 
##                   searching
## sms_raw_train$type         No        Yes
##               ham  0.99889043 0.00110957
##               spam 1.00000000 0.00000000
## 
##                   wonderful
## sms_raw_train$type          No         Yes
##               ham  0.996948682 0.003051318
##               spam 1.000000000 0.000000000
## 
##                   wont
## sms_raw_train$type          No         Yes
##               ham  0.993897365 0.006102635
##               spam 1.000000000 0.000000000
## 
##                   midnight
## sms_raw_train$type          No         Yes
##               ham  0.998613037 0.001386963
##               spam 0.998226950 0.001773050
## 
##                   bold
## sms_raw_train$type          No         Yes
##               ham  0.998058252 0.001941748
##               spam 1.000000000 0.000000000
## 
##                   budget
## sms_raw_train$type         No        Yes
##               ham  0.99889043 0.00110957
##               spam 1.00000000 0.00000000
## 
##                   dollars
## sms_raw_train$type           No          Yes
##               ham  0.9991678225 0.0008321775
##               spam 1.0000000000 0.0000000000
## 
##                   list
## sms_raw_train$type         No        Yes
##               ham  0.99889043 0.00110957
##               spam 1.00000000 0.00000000
## 
##                   princess
## sms_raw_train$type         No        Yes
##               ham  0.99334258 0.00665742
##               spam 1.00000000 0.00000000
## 
##                   bad
## sms_raw_train$type          No         Yes
##               ham  0.994174757 0.005825243
##               spam 1.000000000 0.000000000
## 
##                   dream
## sms_raw_train$type          No         Yes
##               ham  0.998613037 0.001386963
##               spam 0.996453901 0.003546099
## 
##                   guess
## sms_raw_train$type          No         Yes
##               ham  0.993065187 0.006934813
##               spam 0.991134752 0.008865248
## 
##                   tho
## sms_raw_train$type          No         Yes
##               ham  0.996116505 0.003883495
##               spam 1.000000000 0.000000000
## 
##                   adult
## sms_raw_train$type           No          Yes
##               ham  0.9997226075 0.0002773925
##               spam 0.9946808511 0.0053191489
## 
##                   drugs
## sms_raw_train$type          No         Yes
##               ham  0.998058252 0.001941748
##               spam 1.000000000 0.000000000
## 
##                   learn
## sms_raw_train$type         No        Yes
##               ham  0.99889043 0.00110957
##               spam 0.99822695 0.00177305
## 
##                   real
## sms_raw_train$type          No         Yes
##               ham  0.994174757 0.005825243
##               spam 0.985815603 0.014184397
## 
##                   admirer
## sms_raw_train$type         No        Yes
##               ham  1.00000000 0.00000000
##               spam 0.98404255 0.01595745
## 
##                   find
## sms_raw_train$type         No        Yes
##               ham  0.98890430 0.01109570
##               spam 0.95035461 0.04964539
## 
##                   reveal
## sms_raw_train$type         No        Yes
##               ham  1.00000000 0.00000000
##               spam 0.98404255 0.01595745
## 
##                   secret
## sms_raw_train$type          No         Yes
##               ham  0.998613037 0.001386963
##               spam 0.984042553 0.015957447
## 
##                   specialcall
## sms_raw_train$type        No       Yes
##               ham  1.0000000 0.0000000
##               spam 0.9858156 0.0141844
## 
##                   wear
## sms_raw_train$type         No        Yes
##               ham  0.99889043 0.00110957
##               spam 1.00000000 0.00000000
## 
##                   wot
## sms_raw_train$type          No         Yes
##               ham  0.995284327 0.004715673
##               spam 0.998226950 0.001773050
## 
##                   competition
## sms_raw_train$type           No          Yes
##               ham  0.9991678225 0.0008321775
##               spam 0.9946808511 0.0053191489
## 
##                   hurt
## sms_raw_train$type         No        Yes
##               ham  0.99556172 0.00443828
##               spam 1.00000000 0.00000000
## 
##                   click
## sms_raw_train$type           No          Yes
##               ham  0.9997226075 0.0002773925
##               spam 0.9946808511 0.0053191489
## 
##                   england
## sms_raw_train$type           No          Yes
##               ham  0.9997226075 0.0002773925
##               spam 0.9893617021 0.0106382979
## 
##                   euro
## sms_raw_train$type          No         Yes
##               ham  1.000000000 0.000000000
##               spam 0.992907801 0.007092199
## 
##                   flag
## sms_raw_train$type          No         Yes
##               ham  1.000000000 0.000000000
##               spam 0.991134752 0.008865248
## 
##                   info
## sms_raw_train$type           No          Yes
##               ham  0.9997226075 0.0002773925
##               spam 0.9875886525 0.0124113475
## 
##                   offer
## sms_raw_train$type          No         Yes
##               ham  0.998613037 0.001386963
##               spam 0.957446809 0.042553191
## 
##                   service
## sms_raw_train$type         No        Yes
##               ham  0.99889043 0.00110957
##               spam 0.92553191 0.07446809
## 
##                   tone
## sms_raw_train$type         No        Yes
##               ham  1.00000000 0.00000000
##               spam 0.95035461 0.04964539
## 
##                   driving
## sms_raw_train$type         No        Yes
##               ham  0.99556172 0.00443828
##               spam 0.99822695 0.00177305
## 
##                   living
## sms_raw_train$type           No          Yes
##               ham  0.9991678225 0.0008321775
##               spam 0.9982269504 0.0017730496
## 
##                   worried
## sms_raw_train$type          No         Yes
##               ham  0.997503467 0.002496533
##               spam 1.000000000 0.000000000
## 
##                   years
## sms_raw_train$type         No        Yes
##               ham  0.99556172 0.00443828
##               spam 0.98936170 0.01063830
## 
##                   test
## sms_raw_train$type          No         Yes
##               ham  0.995006935 0.004993065
##               spam 1.000000000 0.000000000
## 
##                   apply
## sms_raw_train$type           No          Yes
##               ham  0.9997226075 0.0002773925
##               spam 0.9645390071 0.0354609929
## 
##                   close
## sms_raw_train$type          No         Yes
##               ham  0.996393897 0.003606103
##               spam 0.994680851 0.005319149
## 
##                   pound
## sms_raw_train$type           No          Yes
##               ham  0.9997226075 0.0002773925
##               spam 0.9875886525 0.0124113475
## 
##                   receive
## sms_raw_train$type          No         Yes
##               ham  0.999445215 0.000554785
##               spam 0.966312057 0.033687943
## 
##                   specially
## sms_raw_train$type        No       Yes
##               ham  1.0000000 0.0000000
##               spam 0.9893617 0.0106383
## 
##                   boytoy
## sms_raw_train$type          No         Yes
##               ham  0.996393897 0.003606103
##               spam 1.000000000 0.000000000
## 
##                   kiss
## sms_raw_train$type         No        Yes
##               ham  0.99445215 0.00554785
##               spam 1.00000000 0.00000000
## 
##                   lesson
## sms_raw_train$type          No         Yes
##               ham  0.996948682 0.003051318
##               spam 1.000000000 0.000000000
## 
##                   missed
## sms_raw_train$type          No         Yes
##               ham  0.995839112 0.004160888
##               spam 1.000000000 0.000000000
## 
##                   slept
## sms_raw_train$type         No        Yes
##               ham  0.99778086 0.00221914
##               spam 1.00000000 0.00000000
## 
##                   teasing
## sms_raw_train$type         No        Yes
##               ham  0.99889043 0.00110957
##               spam 1.00000000 0.00000000
## 
##                   charity
## sms_raw_train$type         No        Yes
##               ham  1.00000000 0.00000000
##               spam 0.99822695 0.00177305
## 
##                   children
## sms_raw_train$type         No        Yes
##               ham  0.99889043 0.00110957
##               spam 0.99822695 0.00177305
## 
##                   mob
## sms_raw_train$type         No        Yes
##               ham  1.00000000 0.00000000
##               spam 0.97163121 0.02836879
## 
##                   moon
## sms_raw_train$type           No          Yes
##               ham  0.9991678225 0.0008321775
##               spam 0.9982269504 0.0017730496
## 
##                   poly
## sms_raw_train$type        No       Yes
##               ham  1.0000000 0.0000000
##               spam 0.9822695 0.0177305
## 
##                   polys
## sms_raw_train$type          No         Yes
##               ham  1.000000000 0.000000000
##               spam 0.991134752 0.008865248
## 
##                   song
## sms_raw_train$type          No         Yes
##               ham  0.998335645 0.001664355
##               spam 0.998226950 0.001773050
## 
##                   zed
## sms_raw_train$type          No         Yes
##               ham  1.000000000 0.000000000
##               spam 0.992907801 0.007092199
## 
##                   bag
## sms_raw_train$type          No         Yes
##               ham  0.998335645 0.001664355
##               spam 1.000000000 0.000000000
## 
##                   nice
## sms_raw_train$type        No       Yes
##               ham  0.9889043 0.0110957
##               spam 1.0000000 0.0000000
## 
##                   thursday
## sms_raw_train$type           No          Yes
##               ham  0.9991678225 0.0008321775
##               spam 1.0000000000 0.0000000000
## 
##                   bought
## sms_raw_train$type         No        Yes
##               ham  0.99889043 0.00110957
##               spam 0.99822695 0.00177305
## 
##                   directly
## sms_raw_train$type           No          Yes
##               ham  0.9991678225 0.0008321775
##               spam 1.0000000000 0.0000000000
## 
##                   check
## sms_raw_train$type          No         Yes
##               ham  0.993065187 0.006934813
##               spam 0.994680851 0.005319149
## 
##                   rooms
## sms_raw_train$type         No        Yes
##               ham  0.99889043 0.00110957
##               spam 1.00000000 0.00000000
## 
##                   pic
## sms_raw_train$type          No         Yes
##               ham  0.998613037 0.001386963
##               spam 0.987588652 0.012411348
## 
##                   cover
## sms_raw_train$type          No         Yes
##               ham  0.998058252 0.001941748
##               spam 1.000000000 0.000000000
## 
##                   shd
## sms_raw_train$type          No         Yes
##               ham  0.998335645 0.001664355
##               spam 1.000000000 0.000000000
## 
##                   month
## sms_raw_train$type          No         Yes
##               ham  0.994174757 0.005825243
##               spam 0.992907801 0.007092199
## 
##                   partner
## sms_raw_train$type           No          Yes
##               ham  0.9997226075 0.0002773925
##               spam 0.9911347518 0.0088652482
## 
##                   tel
## sms_raw_train$type          No         Yes
##               ham  0.997226075 0.002773925
##               spam 0.998226950 0.001773050
## 
##                   gettin
## sms_raw_train$type          No         Yes
##               ham  0.998613037 0.001386963
##               spam 0.996453901 0.003546099
## 
##                   xxxx
## sms_raw_train$type         No        Yes
##               ham  0.99889043 0.00110957
##               spam 0.99822695 0.00177305
## 
##                   country
## sms_raw_train$type           No          Yes
##               ham  0.9997226075 0.0002773925
##               spam 0.9946808511 0.0053191489
## 
##                   dvd
## sms_raw_train$type           No          Yes
##               ham  0.9997226075 0.0002773925
##               spam 0.9893617021 0.0106382979
## 
##                   player
## sms_raw_train$type           No          Yes
##               ham  0.9997226075 0.0002773925
##               spam 0.9822695035 0.0177304965
## 
##                   quiz
## sms_raw_train$type         No        Yes
##               ham  1.00000000 0.00000000
##               spam 0.98049645 0.01950355
## 
##                   sony
## sms_raw_train$type           No          Yes
##               ham  0.9997226075 0.0002773925
##               spam 0.9911347518 0.0088652482
## 
##                   sunshine
## sms_raw_train$type           No          Yes
##               ham  0.9997226075 0.0002773925
##               spam 0.9875886525 0.0124113475
## 
##                   eve
## sms_raw_train$type          No         Yes
##               ham  0.997226075 0.002773925
##               spam 0.992907801 0.007092199
## 
##                   lover
## sms_raw_train$type          No         Yes
##               ham  0.998335645 0.001664355
##               spam 0.996453901 0.003546099
## 
##                   poboxwwq
## sms_raw_train$type          No         Yes
##               ham  1.000000000 0.000000000
##               spam 0.992907801 0.007092199
## 
##                   yahoo
## sms_raw_train$type          No         Yes
##               ham  0.998890430 0.001109570
##               spam 0.996453901 0.003546099
## 
##                   lady
## sms_raw_train$type          No         Yes
##               ham  0.998613037 0.001386963
##               spam 1.000000000 0.000000000
## 
##                   aiyah
## sms_raw_train$type         No        Yes
##               ham  0.99889043 0.00110957
##               spam 1.00000000 0.00000000
## 
##                   rain
## sms_raw_train$type          No         Yes
##               ham  0.998058252 0.001941748
##               spam 1.000000000 0.000000000
## 
##                   run
## sms_raw_train$type         No        Yes
##               ham  0.99445215 0.00554785
##               spam 1.00000000 0.00000000
## 
##                   tomo
## sms_raw_train$type         No        Yes
##               ham  0.99556172 0.00443828
##               spam 1.00000000 0.00000000
## 
##                   await
## sms_raw_train$type           No          Yes
##               ham  0.9997226075 0.0002773925
##               spam 0.9716312057 0.0283687943
## 
##                   booked
## sms_raw_train$type          No         Yes
##               ham  0.997226075 0.002773925
##               spam 1.000000000 0.000000000
## 
##                   weekends
## sms_raw_train$type           No          Yes
##               ham  0.9991678225 0.0008321775
##               spam 0.9929078014 0.0070921986
## 
##                   account
## sms_raw_train$type          No         Yes
##               ham  0.997503467 0.002496533
##               spam 0.971631206 0.028368794
## 
##                   card
## sms_raw_train$type          No         Yes
##               ham  0.997226075 0.002773925
##               spam 0.994680851 0.005319149
## 
##                   credit
## sms_raw_train$type          No         Yes
##               ham  0.998613037 0.001386963
##               spam 0.987588652 0.012411348
## 
##                   half
## sms_raw_train$type          No         Yes
##               ham  0.995284327 0.004715673
##               spam 0.976950355 0.023049645
## 
##                   costa
## sms_raw_train$type         No        Yes
##               ham  1.00000000 0.00000000
##               spam 0.98758865 0.01241135
## 
##                   del
## sms_raw_train$type        No       Yes
##               ham  1.0000000 0.0000000
##               spam 0.9858156 0.0141844
## 
##                   maxmins
## sms_raw_train$type        No       Yes
##               ham  1.0000000 0.0000000
##               spam 0.9893617 0.0106383
## 
##                   pobox
## sms_raw_train$type         No        Yes
##               ham  1.00000000 0.00000000
##               spam 0.95921986 0.04078014
## 
##                   skxh
## sms_raw_train$type         No        Yes
##               ham  1.00000000 0.00000000
##               spam 0.98758865 0.01241135
## 
##                   sol
## sms_raw_train$type         No        Yes
##               ham  1.00000000 0.00000000
##               spam 0.98758865 0.01241135
## 
##                   stockport
## sms_raw_train$type        No       Yes
##               ham  1.0000000 0.0000000
##               spam 0.9893617 0.0106383
## 
##                   toclaim
## sms_raw_train$type        No       Yes
##               ham  1.0000000 0.0000000
##               spam 0.9893617 0.0106383
## 
##                   charges
## sms_raw_train$type          No         Yes
##               ham  0.999445215 0.000554785
##               spam 0.996453901 0.003546099
## 
##                   mistake
## sms_raw_train$type          No         Yes
##               ham  0.998613037 0.001386963
##               spam 0.998226950 0.001773050
## 
##                   boy
## sms_raw_train$type         No        Yes
##               ham  0.99556172 0.00443828
##               spam 1.00000000 0.00000000
## 
##                   gal
## sms_raw_train$type          No         Yes
##               ham  0.998335645 0.001664355
##               spam 1.000000000 0.000000000
## 
##                   hand
## sms_raw_train$type          No         Yes
##               ham  0.997226075 0.002773925
##               spam 1.000000000 0.000000000
## 
##                   hold
## sms_raw_train$type          No         Yes
##               ham  0.996948682 0.003051318
##               spam 1.000000000 0.000000000
## 
##                   jst
## sms_raw_train$type         No        Yes
##               ham  0.99889043 0.00110957
##               spam 0.99822695 0.00177305
## 
##                   walking
## sms_raw_train$type          No         Yes
##               ham  0.998335645 0.001664355
##               spam 1.000000000 0.000000000
## 
##                   wana
## sms_raw_train$type          No         Yes
##               ham  0.998058252 0.001941748
##               spam 1.000000000 0.000000000
## 
##                   slave
## sms_raw_train$type         No        Yes
##               ham  0.99778086 0.00221914
##               spam 1.00000000 0.00000000
## 
##                   great
## sms_raw_train$type         No        Yes
##               ham  0.98252427 0.01747573
##               spam 0.98226950 0.01773050
## 
##                   started
## sms_raw_train$type          No         Yes
##               ham  0.996948682 0.003051318
##               spam 1.000000000 0.000000000
## 
##                   hook
## sms_raw_train$type           No          Yes
##               ham  0.9991678225 0.0008321775
##               spam 1.0000000000 0.0000000000
## 
##                   change
## sms_raw_train$type          No         Yes
##               ham  0.995006935 0.004993065
##               spam 1.000000000 0.000000000
## 
##                   totally
## sms_raw_train$type          No         Yes
##               ham  0.999445215 0.000554785
##               spam 0.998226950 0.001773050
## 
##                   update
## sms_raw_train$type           No          Yes
##               ham  0.9991678225 0.0008321775
##               spam 0.9804964539 0.0195035461
## 
##                   xmas
## sms_raw_train$type         No        Yes
##               ham  0.99889043 0.00110957
##               spam 0.98226950 0.01773050
## 
##                   oso
## sms_raw_train$type          No         Yes
##               ham  0.996116505 0.003883495
##               spam 1.000000000 0.000000000
## 
##                   plenty
## sms_raw_train$type          No         Yes
##               ham  0.998613037 0.001386963
##               spam 1.000000000 0.000000000
## 
##                   guys
## sms_raw_train$type          No         Yes
##               ham  0.992787795 0.007212205
##               spam 0.994680851 0.005319149
## 
##                   aight
## sms_raw_train$type         No        Yes
##               ham  0.99223301 0.00776699
##               spam 1.00000000 0.00000000
## 
##                   book
## sms_raw_train$type          No         Yes
##               ham  0.997226075 0.002773925
##               spam 0.994680851 0.005319149
## 
##                   orchard
## sms_raw_train$type          No         Yes
##               ham  0.996948682 0.003051318
##               spam 1.000000000 0.000000000
## 
##                   pilates
## sms_raw_train$type           No          Yes
##               ham  0.9991678225 0.0008321775
##               spam 1.0000000000 0.0000000000
## 
##                   food
## sms_raw_train$type         No        Yes
##               ham  0.99556172 0.00443828
##               spam 1.00000000 0.00000000
## 
##                   friends
## sms_raw_train$type          No         Yes
##               ham  0.988904300 0.011095700
##               spam 0.994680851 0.005319149
## 
##                   important
## sms_raw_train$type          No         Yes
##               ham  0.997503467 0.002496533
##               spam 0.982269504 0.017730496
## 
##                   social
## sms_raw_train$type           No          Yes
##               ham  0.9991678225 0.0008321775
##               spam 1.0000000000 0.0000000000
## 
##                   stay
## sms_raw_train$type          No         Yes
##               ham  0.994729542 0.005270458
##               spam 0.994680851 0.005319149
## 
##                   support
## sms_raw_train$type          No         Yes
##               ham  0.998058252 0.001941748
##               spam 0.996453901 0.003546099
## 
##                   system
## sms_raw_train$type          No         Yes
##               ham  0.998613037 0.001386963
##               spam 1.000000000 0.000000000
## 
##                   weekend
## sms_raw_train$type          No         Yes
##               ham  0.995284327 0.004715673
##               spam 0.994680851 0.005319149
## 
##                   discount
## sms_raw_train$type           No          Yes
##               ham  0.9997226075 0.0002773925
##               spam 0.9858156028 0.0141843972
## 
##                   offers
## sms_raw_train$type           No          Yes
##               ham  0.9997226075 0.0002773925
##               spam 0.9822695035 0.0177304965
## 
##                   savamob
## sms_raw_train$type        No       Yes
##               ham  1.0000000 0.0000000
##               spam 0.9893617 0.0106383
## 
##                   worth
## sms_raw_train$type           No          Yes
##               ham  0.9991678225 0.0008321775
##               spam 0.9804964539 0.0195035461
## 
##                   prabha
## sms_raw_train$type           No          Yes
##               ham  0.9991678225 0.0008321775
##               spam 1.0000000000 0.0000000000
## 
##                   apartment
## sms_raw_train$type         No        Yes
##               ham  0.99778086 0.00221914
##               spam 1.00000000 0.00000000
## 
##                   chennai
## sms_raw_train$type         No        Yes
##               ham  0.99778086 0.00221914
##               spam 1.00000000 0.00000000
## 
##                   age
## sms_raw_train$type           No          Yes
##               ham  0.9991678225 0.0008321775
##               spam 0.9804964539 0.0195035461
## 
##                   ride
## sms_raw_train$type         No        Yes
##               ham  0.99889043 0.00110957
##               spam 1.00000000 0.00000000
## 
##                   supposed
## sms_raw_train$type          No         Yes
##               ham  0.996948682 0.003051318
##               spam 1.000000000 0.000000000
## 
##                   finally
## sms_raw_train$type         No        Yes
##               ham  0.99778086 0.00221914
##               spam 0.99822695 0.00177305
## 
##                   couple
## sms_raw_train$type          No         Yes
##               ham  0.996948682 0.003051318
##               spam 0.998226950 0.001773050
## 
##                   pics
## sms_raw_train$type          No         Yes
##               ham  0.998613037 0.001386963
##               spam 0.982269504 0.017730496
## 
##                   posted
## sms_raw_train$type          No         Yes
##               ham  0.998335645 0.001664355
##               spam 1.000000000 0.000000000
## 
##                   waking
## sms_raw_train$type          No         Yes
##               ham  0.998613037 0.001386963
##               spam 1.000000000 0.000000000
## 
##                   calls
## sms_raw_train$type          No         Yes
##               ham  0.997226075 0.002773925
##               spam 0.985815603 0.014184397
## 
##                   opt
## sms_raw_train$type        No       Yes
##               ham  1.0000000 0.0000000
##               spam 0.9751773 0.0248227
## 
##                   touch
## sms_raw_train$type          No         Yes
##               ham  0.997226075 0.002773925
##               spam 0.998226950 0.001773050
## 
##                   waiting
## sms_raw_train$type          No         Yes
##               ham  0.992510402 0.007489598
##               spam 0.978723404 0.021276596
## 
##                   minute
## sms_raw_train$type          No         Yes
##               ham  0.997780860 0.002219140
##               spam 0.991134752 0.008865248
## 
##                   lessons
## sms_raw_train$type          No         Yes
##               ham  0.997503467 0.002496533
##               spam 1.000000000 0.000000000
## 
##                   sleeping
## sms_raw_train$type         No        Yes
##               ham  0.99667129 0.00332871
##               spam 1.00000000 0.00000000
## 
##                   price
## sms_raw_train$type          No         Yes
##               ham  0.998335645 0.001664355
##               spam 0.971631206 0.028368794
## 
##                   holla
## sms_raw_train$type         No        Yes
##               ham  0.99889043 0.00110957
##               spam 1.00000000 0.00000000
## 
##                   case
## sms_raw_train$type          No         Yes
##               ham  0.997503467 0.002496533
##               spam 1.000000000 0.000000000
## 
##                   wondering
## sms_raw_train$type           No          Yes
##               ham  0.9991678225 0.0008321775
##               spam 1.0000000000 0.0000000000
## 
##                   hai
## sms_raw_train$type          No         Yes
##               ham  0.998613037 0.001386963
##               spam 1.000000000 0.000000000
## 
##                   changed
## sms_raw_train$type           No          Yes
##               ham  0.9991678225 0.0008321775
##               spam 0.9982269504 0.0017730496
## 
##                   replying
## sms_raw_train$type           No          Yes
##               ham  0.9997226075 0.0002773925
##               spam 0.9911347518 0.0088652482
## 
##                   tonite
## sms_raw_train$type          No         Yes
##               ham  0.998613037 0.001386963
##               spam 1.000000000 0.000000000
## 
##                   brother
## sms_raw_train$type          No         Yes
##               ham  0.996116505 0.003883495
##               spam 0.998226950 0.001773050
## 
##                   computer
## sms_raw_train$type          No         Yes
##               ham  0.998613037 0.001386963
##               spam 0.992907801 0.007092199
## 
##                   mobiles
## sms_raw_train$type        No       Yes
##               ham  1.0000000 0.0000000
##               spam 0.9822695 0.0177305
## 
##                   ntt
## sms_raw_train$type          No         Yes
##               ham  1.000000000 0.000000000
##               spam 0.992907801 0.007092199
## 
##                   vary
## sms_raw_train$type          No         Yes
##               ham  1.000000000 0.000000000
##               spam 0.992907801 0.007092199
## 
##                   voucher
## sms_raw_train$type           No          Yes
##               ham  0.9997226075 0.0002773925
##               spam 0.9822695035 0.0177304965
## 
##                   caller
## sms_raw_train$type           No          Yes
##               ham  0.9997226075 0.0002773925
##               spam 0.9787234043 0.0212765957
## 
##                   hurry
## sms_raw_train$type          No         Yes
##               ham  0.998613037 0.001386963
##               spam 1.000000000 0.000000000
## 
##                   points
## sms_raw_train$type           No          Yes
##               ham  0.9991678225 0.0008321775
##               spam 0.9769503546 0.0230496454
## 
##                   goin
## sms_raw_train$type         No        Yes
##               ham  0.99556172 0.00443828
##               spam 1.00000000 0.00000000
## 
##                   worry
## sms_raw_train$type          No         Yes
##               ham  0.995284327 0.004715673
##               spam 1.000000000 0.000000000
## 
##                   frm
## sms_raw_train$type          No         Yes
##               ham  0.997503467 0.002496533
##               spam 1.000000000 0.000000000
## 
##                   matter
## sms_raw_train$type           No          Yes
##               ham  0.9991678225 0.0008321775
##               spam 1.0000000000 0.0000000000
## 
##                   taking
## sms_raw_train$type          No         Yes
##               ham  0.997226075 0.002773925
##               spam 0.998226950 0.001773050
## 
##                   advance
## sms_raw_train$type          No         Yes
##               ham  0.998058252 0.001941748
##               spam 1.000000000 0.000000000
## 
##                   merry
## sms_raw_train$type          No         Yes
##               ham  0.998058252 0.001941748
##               spam 1.000000000 0.000000000
## 
##                   wishing
## sms_raw_train$type          No         Yes
##               ham  0.998335645 0.001664355
##               spam 1.000000000 0.000000000
## 
##                   speak
## sms_raw_train$type         No        Yes
##               ham  0.99556172 0.00443828
##               spam 0.98758865 0.01241135
## 
##                   wen
## sms_raw_train$type          No         Yes
##               ham  0.994174757 0.005825243
##               spam 1.000000000 0.000000000
## 
##                   hostel
## sms_raw_train$type         No        Yes
##               ham  0.99889043 0.00110957
##               spam 1.00000000 0.00000000
## 
##                   cold
## sms_raw_train$type          No         Yes
##               ham  0.998613037 0.001386963
##               spam 1.000000000 0.000000000
## 
##                   amt
## sms_raw_train$type         No        Yes
##               ham  0.99889043 0.00110957
##               spam 1.00000000 0.00000000
## 
##                   staying
## sms_raw_train$type          No         Yes
##               ham  0.998058252 0.001941748
##               spam 1.000000000 0.000000000
## 
##                   town
## sms_raw_train$type          No         Yes
##               ham  0.995006935 0.004993065
##               spam 0.996453901 0.003546099
## 
##                   library
## sms_raw_train$type          No         Yes
##               ham  0.998058252 0.001941748
##               spam 1.000000000 0.000000000
## 
##                   wanted
## sms_raw_train$type         No        Yes
##               ham  0.99445215 0.00554785
##               spam 0.99822695 0.00177305
## 
##                   wiv
## sms_raw_train$type          No         Yes
##               ham  0.998613037 0.001386963
##               spam 0.996453901 0.003546099
## 
##                   woman
## sms_raw_train$type           No          Yes
##               ham  0.9991678225 0.0008321775
##               spam 0.9982269504 0.0017730496
## 
##                   delivery
## sms_raw_train$type           No          Yes
##               ham  0.9997226075 0.0002773925
##               spam 0.9769503546 0.0230496454
## 
##                   sipix
## sms_raw_train$type          No         Yes
##               ham  1.000000000 0.000000000
##               spam 0.991134752 0.008865248
## 
##                   evng
## sms_raw_train$type         No        Yes
##               ham  0.99889043 0.00110957
##               spam 1.00000000 0.00000000
## 
##                   forwarded
## sms_raw_train$type          No         Yes
##               ham  0.998890430 0.001109570
##               spam 0.994680851 0.005319149
## 
##                   friendship
## sms_raw_train$type          No         Yes
##               ham  0.995839112 0.004160888
##               spam 1.000000000 0.000000000
## 
##                   smiling
## sms_raw_train$type          No         Yes
##               ham  0.996393897 0.003606103
##               spam 1.000000000 0.000000000
## 
##                   kinda
## sms_raw_train$type          No         Yes
##               ham  0.998058252 0.001941748
##               spam 0.998226950 0.001773050
## 
##                   attempt
## sms_raw_train$type         No        Yes
##               ham  1.00000000 0.00000000
##               spam 0.96631206 0.03368794
## 
##                   type
## sms_raw_train$type         No        Yes
##               ham  0.99778086 0.00221914
##               spam 1.00000000 0.00000000
## 
##                   unlimited
## sms_raw_train$type           No          Yes
##               ham  0.9991678225 0.0008321775
##               spam 0.9875886525 0.0124113475
## 
##                   present
## sms_raw_train$type         No        Yes
##               ham  0.99889043 0.00110957
##               spam 1.00000000 0.00000000
## 
##                   haha
## sms_raw_train$type          No         Yes
##               ham  0.990568655 0.009431345
##               spam 1.000000000 0.000000000
## 
##                   don
## sms_raw_train$type          No         Yes
##               ham  0.995284327 0.004715673
##               spam 1.000000000 0.000000000
## 
##                   dude
## sms_raw_train$type          No         Yes
##               ham  0.995006935 0.004993065
##               spam 1.000000000 0.000000000
## 
##                   party
## sms_raw_train$type         No        Yes
##               ham  0.99667129 0.00332871
##               spam 1.00000000 0.00000000
## 
##                   ran
## sms_raw_train$type         No        Yes
##               ham  0.99889043 0.00110957
##               spam 1.00000000 0.00000000
## 
##                   sunday
## sms_raw_train$type         No        Yes
##               ham  0.99778086 0.00221914
##               spam 1.00000000 0.00000000
## 
##                   cheers
## sms_raw_train$type          No         Yes
##               ham  0.998613037 0.001386963
##               spam 1.000000000 0.000000000
## 
##                   boys
## sms_raw_train$type          No         Yes
##               ham  0.999445215 0.000554785
##               spam 0.996453901 0.003546099
## 
##                   face
## sms_raw_train$type          No         Yes
##               ham  0.995284327 0.004715673
##               spam 1.000000000 0.000000000
## 
##                   kids
## sms_raw_train$type          No         Yes
##               ham  0.998613037 0.001386963
##               spam 1.000000000 0.000000000
## 
##                   mark
## sms_raw_train$type          No         Yes
##               ham  0.998335645 0.001664355
##               spam 1.000000000 0.000000000
## 
##                   omg
## sms_raw_train$type          No         Yes
##               ham  0.998335645 0.001664355
##               spam 1.000000000 0.000000000
## 
##                   pissed
## sms_raw_train$type         No        Yes
##               ham  0.99889043 0.00110957
##               spam 1.00000000 0.00000000
## 
##                   boost
## sms_raw_train$type           No          Yes
##               ham  0.9991678225 0.0008321775
##               spam 1.0000000000 0.0000000000
## 
##                   decided
## sms_raw_train$type         No        Yes
##               ham  0.99667129 0.00332871
##               spam 1.00000000 0.00000000
## 
##                   energy
## sms_raw_train$type          No         Yes
##               ham  0.998613037 0.001386963
##               spam 0.996453901 0.003546099
## 
##                   fast
## sms_raw_train$type          No         Yes
##               ham  0.997503467 0.002496533
##               spam 0.998226950 0.001773050
## 
##                   frnds
## sms_raw_train$type         No        Yes
##               ham  0.99778086 0.00221914
##               spam 1.00000000 0.00000000
## 
##                   hell
## sms_raw_train$type          No         Yes
##               ham  0.998058252 0.001941748
##               spam 1.000000000 0.000000000
## 
##                   mind
## sms_raw_train$type          No         Yes
##               ham  0.992510402 0.007489598
##               spam 0.998226950 0.001773050
## 
##                   moral
## sms_raw_train$type          No         Yes
##               ham  0.998335645 0.001664355
##               spam 1.000000000 0.000000000
## 
##                   msgs
## sms_raw_train$type          No         Yes
##               ham  0.997780860 0.002219140
##               spam 0.994680851 0.005319149
## 
##                   replied
## sms_raw_train$type          No         Yes
##               ham  0.998613037 0.001386963
##               spam 1.000000000 0.000000000
## 
##                   story
## sms_raw_train$type          No         Yes
##               ham  0.996116505 0.003883495
##               spam 1.000000000 0.000000000
## 
##                   awake
## sms_raw_train$type          No         Yes
##               ham  0.998335645 0.001664355
##               spam 1.000000000 0.000000000
## 
##                   valentines
## sms_raw_train$type          No         Yes
##               ham  0.998613037 0.001386963
##               spam 0.996453901 0.003546099
## 
##                   reaching
## sms_raw_train$type          No         Yes
##               ham  0.998613037 0.001386963
##               spam 1.000000000 0.000000000
## 
##                   pongal
## sms_raw_train$type           No          Yes
##               ham  0.9991678225 0.0008321775
##               spam 1.0000000000 0.0000000000
## 
##                   ticket
## sms_raw_train$type           No          Yes
##               ham  0.9991678225 0.0008321775
##               spam 1.0000000000 0.0000000000
## 
##                   red
## sms_raw_train$type         No        Yes
##               ham  0.99889043 0.00110957
##               spam 1.00000000 0.00000000
## 
##                   wanna
## sms_raw_train$type          No         Yes
##               ham  0.994174757 0.005825243
##               spam 0.985815603 0.014184397
## 
##                   fault
## sms_raw_train$type          No         Yes
##               ham  0.998613037 0.001386963
##               spam 1.000000000 0.000000000
## 
##                   christmas
## sms_raw_train$type         No        Yes
##               ham  0.99778086 0.00221914
##               spam 0.99822695 0.00177305
## 
##                   empty
## sms_raw_train$type           No          Yes
##               ham  0.9997226075 0.0002773925
##               spam 1.0000000000 0.0000000000
## 
##                   password
## sms_raw_train$type          No         Yes
##               ham  0.998890430 0.001109570
##               spam 0.996453901 0.003546099
## 
##                   ringtone
## sms_raw_train$type         No        Yes
##               ham  1.00000000 0.00000000
##               spam 0.96276596 0.03723404
## 
##                   simply
## sms_raw_train$type           No          Yes
##               ham  0.9991678225 0.0008321775
##               spam 0.9982269504 0.0017730496
## 
##                   valentine
## sms_raw_train$type          No         Yes
##               ham  0.998613037 0.001386963
##               spam 1.000000000 0.000000000
## 
##                   wed
## sms_raw_train$type         No        Yes
##               ham  0.99889043 0.00110957
##               spam 0.99822695 0.00177305
## 
##                   cry
## sms_raw_train$type         No        Yes
##               ham  0.99889043 0.00110957
##               spam 1.00000000 0.00000000
## 
##                   end
## sms_raw_train$type         No        Yes
##               ham  0.99334258 0.00665742
##               spam 0.98758865 0.01241135
## 
##                   fight
## sms_raw_train$type           No          Yes
##               ham  0.9991678225 0.0008321775
##               spam 1.0000000000 0.0000000000
## 
##                   god
## sms_raw_train$type          No         Yes
##               ham  0.992510402 0.007489598
##               spam 1.000000000 0.000000000
## 
##                   start
## sms_raw_train$type          No         Yes
##               ham  0.993897365 0.006102635
##               spam 0.994680851 0.005319149
## 
##                   law
## sms_raw_train$type          No         Yes
##               ham  0.999445215 0.000554785
##               spam 1.000000000 0.000000000
## 
##                   person
## sms_raw_train$type         No        Yes
##               ham  0.99223301 0.00776699
##               spam 1.00000000 0.00000000
## 
##                   darling
## sms_raw_train$type          No         Yes
##               ham  0.999445215 0.000554785
##               spam 0.996453901 0.003546099
## 
##                   sexy
## sms_raw_train$type         No        Yes
##               ham  0.99778086 0.00221914
##               spam 0.98049645 0.01950355
## 
##                   voice
## sms_raw_train$type          No         Yes
##               ham  0.998335645 0.001664355
##               spam 1.000000000 0.000000000
## 
##                   brings
## sms_raw_train$type         No        Yes
##               ham  0.99889043 0.00110957
##               spam 0.99822695 0.00177305
## 
##                   ago
## sms_raw_train$type          No         Yes
##               ham  0.996948682 0.003051318
##               spam 1.000000000 0.000000000
## 
##                   sell
## sms_raw_train$type          No         Yes
##               ham  0.998335645 0.001664355
##               spam 1.000000000 0.000000000
## 
##                   cancel
## sms_raw_train$type          No         Yes
##               ham  0.999445215 0.000554785
##               spam 0.992907801 0.007092199
## 
##                   cum
## sms_raw_train$type          No         Yes
##               ham  0.998613037 0.001386963
##               spam 0.991134752 0.008865248
## 
##                   fun
## sms_raw_train$type          No         Yes
##               ham  0.994729542 0.005270458
##               spam 0.985815603 0.014184397
## 
##                   warm
## sms_raw_train$type          No         Yes
##               ham  0.998890430 0.001109570
##               spam 0.996453901 0.003546099
## 
##                   wet
## sms_raw_train$type          No         Yes
##               ham  0.999445215 0.000554785
##               spam 0.996453901 0.003546099
## 
##                   air
## sms_raw_train$type          No         Yes
##               ham  0.998613037 0.001386963
##               spam 1.000000000 0.000000000
## 
##                   hoping
## sms_raw_train$type          No         Yes
##               ham  0.998335645 0.001664355
##               spam 1.000000000 0.000000000
## 
##                   question
## sms_raw_train$type          No         Yes
##               ham  0.997226075 0.002773925
##               spam 0.996453901 0.003546099
## 
##                   confirm
## sms_raw_train$type          No         Yes
##               ham  0.997503467 0.002496533
##               spam 0.998226950 0.001773050
## 
##                   date
## sms_raw_train$type          No         Yes
##               ham  0.998058252 0.001941748
##               spam 0.992907801 0.007092199
## 
##                   flirt
## sms_raw_train$type          No         Yes
##               ham  1.000000000 0.000000000
##               spam 0.994680851 0.005319149
## 
##                   join
## sms_raw_train$type          No         Yes
##               ham  0.997503467 0.002496533
##               spam 0.980496454 0.019503546
## 
##                   sam
## sms_raw_train$type           No          Yes
##               ham  0.9997226075 0.0002773925
##               spam 0.9946808511 0.0053191489
## 
##                   activate
## sms_raw_train$type           No          Yes
##               ham  0.9997226075 0.0002773925
##               spam 0.9929078014 0.0070921986
## 
##                   freemsg
## sms_raw_train$type        No       Yes
##               ham  1.0000000 0.0000000
##               spam 0.9858156 0.0141844
## 
##                   dey
## sms_raw_train$type           No          Yes
##               ham  0.9991678225 0.0008321775
##               spam 1.0000000000 0.0000000000
## 
##                   paid
## sms_raw_train$type         No        Yes
##               ham  0.99889043 0.00110957
##               spam 0.99822695 0.00177305
## 
##                   listening
## sms_raw_train$type           No          Yes
##               ham  0.9997226075 0.0002773925
##               spam 0.9982269504 0.0017730496
## 
##                   stopped
## sms_raw_train$type          No         Yes
##               ham  0.999445215 0.000554785
##               spam 1.000000000 0.000000000
## 
##                   earlier
## sms_raw_train$type          No         Yes
##               ham  0.997503467 0.002496533
##               spam 1.000000000 0.000000000
## 
##                   mine
## sms_raw_train$type          No         Yes
##               ham  0.996116505 0.003883495
##               spam 1.000000000 0.000000000
## 
##                   order
## sms_raw_train$type          No         Yes
##               ham  0.998613037 0.001386963
##               spam 0.982269504 0.017730496
## 
##                   dead
## sms_raw_train$type          No         Yes
##               ham  0.998058252 0.001941748
##               spam 1.000000000 0.000000000
## 
##                   sweet
## sms_raw_train$type         No        Yes
##               ham  0.99334258 0.00665742
##               spam 1.00000000 0.00000000
## 
##                   vomit
## sms_raw_train$type          No         Yes
##               ham  0.998613037 0.001386963
##               spam 1.000000000 0.000000000
## 
##                   campus
## sms_raw_train$type          No         Yes
##               ham  0.998613037 0.001386963
##               spam 1.000000000 0.000000000
## 
##                   messages
## sms_raw_train$type          No         Yes
##               ham  0.998613037 0.001386963
##               spam 0.985815603 0.014184397
## 
##                   rental
## sms_raw_train$type        No       Yes
##               ham  1.0000000 0.0000000
##               spam 0.9787234 0.0212766
## 
##                   video
## sms_raw_train$type           No          Yes
##               ham  0.9997226075 0.0002773925
##               spam 0.9645390071 0.0354609929
## 
##                   class
## sms_raw_train$type         No        Yes
##               ham  0.99112344 0.00887656
##               spam 1.00000000 0.00000000
## 
##                   high
## sms_raw_train$type           No          Yes
##               ham  0.9997226075 0.0002773925
##               spam 0.9964539007 0.0035460993
## 
##                   unsub
## sms_raw_train$type         No        Yes
##               ham  1.00000000 0.00000000
##               spam 0.98758865 0.01241135
## 
##                   club
## sms_raw_train$type           No          Yes
##               ham  0.9997226075 0.0002773925
##               spam 0.9787234043 0.0212765957
## 
##                   terms
## sms_raw_train$type           No          Yes
##               ham  0.9997226075 0.0002773925
##               spam 0.9893617021 0.0106382979
## 
##                   tones
## sms_raw_train$type         No        Yes
##               ham  1.00000000 0.00000000
##               spam 0.97340426 0.02659574
## 
##                   awaiting
## sms_raw_train$type        No       Yes
##               ham  1.0000000 0.0000000
##               spam 0.9893617 0.0106383
## 
##                   add
## sms_raw_train$type          No         Yes
##               ham  0.998058252 0.001941748
##               spam 1.000000000 0.000000000
## 
##                   ard
## sms_raw_train$type          No         Yes
##               ham  0.995006935 0.004993065
##               spam 1.000000000 0.000000000
## 
##                   haf
## sms_raw_train$type          No         Yes
##               ham  0.996116505 0.003883495
##               spam 1.000000000 0.000000000
## 
##                   dogging
## sms_raw_train$type          No         Yes
##               ham  1.000000000 0.000000000
##               spam 0.992907801 0.007092199
## 
##                   nite
## sms_raw_train$type          No         Yes
##               ham  0.994729542 0.005270458
##               spam 0.994680851 0.005319149
## 
##                   sex
## sms_raw_train$type          No         Yes
##               ham  0.999445215 0.000554785
##               spam 0.985815603 0.014184397
## 
##                   sign
## sms_raw_train$type          No         Yes
##               ham  0.998613037 0.001386963
##               spam 0.996453901 0.003546099
## 
##                   treat
## sms_raw_train$type          No         Yes
##               ham  0.996393897 0.003606103
##               spam 1.000000000 0.000000000
## 
##                   okie
## sms_raw_train$type          No         Yes
##               ham  0.996116505 0.003883495
##               spam 1.000000000 0.000000000
## 
##                   knew
## sms_raw_train$type          No         Yes
##               ham  0.997226075 0.002773925
##               spam 1.000000000 0.000000000
## 
##                   murder
## sms_raw_train$type         No        Yes
##               ham  0.99889043 0.00110957
##               spam 1.00000000 0.00000000
## 
##                   wife
## sms_raw_train$type         No        Yes
##               ham  0.99667129 0.00332871
##               spam 1.00000000 0.00000000
## 
##                   arrive
## sms_raw_train$type          No         Yes
##               ham  1.000000000 0.000000000
##               spam 0.991134752 0.008865248
## 
##                   charged
## sms_raw_train$type         No        Yes
##               ham  1.00000000 0.00000000
##               spam 0.98758865 0.01241135
## 
##                   customer
## sms_raw_train$type          No         Yes
##               ham  0.998335645 0.001664355
##               spam 0.930851064 0.069148936
## 
##                   reference
## sms_raw_train$type          No         Yes
##               ham  0.999445215 0.000554785
##               spam 0.994680851 0.005319149
## 
##                   services
## sms_raw_train$type           No          Yes
##               ham  0.9997226075 0.0002773925
##               spam 0.9787234043 0.0212765957
## 
##                   flower
## sms_raw_train$type          No         Yes
##               ham  0.998890430 0.001109570
##               spam 0.996453901 0.003546099
## 
##                   picked
## sms_raw_train$type           No          Yes
##               ham  0.9991678225 0.0008321775
##               spam 0.9946808511 0.0053191489
## 
##                   cuz
## sms_raw_train$type          No         Yes
##               ham  0.998335645 0.001664355
##               spam 1.000000000 0.000000000
## 
##                   ill
## sms_raw_train$type          No         Yes
##               ham  0.990568655 0.009431345
##               spam 1.000000000 0.000000000
## 
##                   prob
## sms_raw_train$type         No        Yes
##               ham  0.99667129 0.00332871
##               spam 1.00000000 0.00000000
## 
##                   aftr
## sms_raw_train$type         No        Yes
##               ham  0.99889043 0.00110957
##               spam 1.00000000 0.00000000
## 
##                   drink
## sms_raw_train$type          No         Yes
##               ham  0.996948682 0.003051318
##               spam 1.000000000 0.000000000
## 
##                   happened
## sms_raw_train$type         No        Yes
##               ham  0.99667129 0.00332871
##               spam 1.00000000 0.00000000
## 
##                   meds
## sms_raw_train$type          No         Yes
##               ham  0.998335645 0.001664355
##               spam 1.000000000 0.000000000
## 
##                   pizza
## sms_raw_train$type          No         Yes
##               ham  0.998613037 0.001386963
##               spam 1.000000000 0.000000000
## 
##                   sitting
## sms_raw_train$type         No        Yes
##               ham  0.99778086 0.00221914
##               spam 1.00000000 0.00000000
## 
##                   sister
## sms_raw_train$type          No         Yes
##               ham  0.996116505 0.003883495
##               spam 1.000000000 0.000000000
## 
##                   dreams
## sms_raw_train$type         No        Yes
##               ham  0.99667129 0.00332871
##               spam 1.00000000 0.00000000
## 
##                   made
## sms_raw_train$type          No         Yes
##               ham  0.993897365 0.006102635
##               spam 0.998226950 0.001773050
## 
##                   askd
## sms_raw_train$type          No         Yes
##               ham  0.997226075 0.002773925
##               spam 1.000000000 0.000000000
## 
##                   common
## sms_raw_train$type         No        Yes
##               ham  0.99889043 0.00110957
##               spam 1.00000000 0.00000000
## 
##                   bonus
## sms_raw_train$type         No        Yes
##               ham  1.00000000 0.00000000
##               spam 0.96808511 0.03191489
## 
##                   reach
## sms_raw_train$type          No         Yes
##               ham  0.994729542 0.005270458
##               spam 0.991134752 0.008865248
## 
##                   meant
## sms_raw_train$type         No        Yes
##               ham  0.99778086 0.00221914
##               spam 1.00000000 0.00000000
## 
##                   turns
## sms_raw_train$type         No        Yes
##               ham  0.99889043 0.00110957
##               spam 1.00000000 0.00000000
## 
##                   contacted
## sms_raw_train$type          No         Yes
##               ham  1.000000000 0.000000000
##               spam 0.994680851 0.005319149
## 
##                   dating
## sms_raw_train$type        No       Yes
##               ham  1.0000000 0.0000000
##               spam 0.9822695 0.0177305
## 
##                   details
## sms_raw_train$type         No        Yes
##               ham  0.99667129 0.00332871
##               spam 0.98581560 0.01418440
## 
##                   remove
## sms_raw_train$type          No         Yes
##               ham  0.998613037 0.001386963
##               spam 0.992907801 0.007092199
## 
##                   sending
## sms_raw_train$type          No         Yes
##               ham  0.998058252 0.001941748
##               spam 0.998226950 0.001773050
## 
##                   trust
## sms_raw_train$type          No         Yes
##               ham  0.998613037 0.001386963
##               spam 1.000000000 0.000000000
## 
##                   representative
## sms_raw_train$type         No        Yes
##               ham  1.00000000 0.00000000
##               spam 0.98758865 0.01241135
## 
##                   loads
## sms_raw_train$type          No         Yes
##               ham  0.997226075 0.002773925
##               spam 1.000000000 0.000000000
## 
##                   neva
## sms_raw_train$type          No         Yes
##               ham  0.995839112 0.004160888
##               spam 1.000000000 0.000000000
## 
##                   mad
## sms_raw_train$type          No         Yes
##               ham  0.998613037 0.001386963
##               spam 1.000000000 0.000000000
## 
##                   bedroom
## sms_raw_train$type         No        Yes
##               ham  0.99889043 0.00110957
##               spam 0.99822695 0.00177305
## 
##                   cabin
## sms_raw_train$type          No         Yes
##               ham  0.998613037 0.001386963
##               spam 1.000000000 0.000000000
## 
##                   cake
## sms_raw_train$type          No         Yes
##               ham  0.998335645 0.001664355
##               spam 1.000000000 0.000000000
## 
##                   colleagues
## sms_raw_train$type          No         Yes
##               ham  0.998613037 0.001386963
##               spam 1.000000000 0.000000000
## 
##                   entered
## sms_raw_train$type          No         Yes
##               ham  0.998613037 0.001386963
##               spam 0.989361702 0.010638298
## 
##                   felt
## sms_raw_train$type          No         Yes
##               ham  0.997503467 0.002496533
##               spam 1.000000000 0.000000000
## 
##                   invited
## sms_raw_train$type          No         Yes
##               ham  0.998058252 0.001941748
##               spam 0.994680851 0.005319149
## 
##                   latr
## sms_raw_train$type           No          Yes
##               ham  0.9991678225 0.0008321775
##               spam 1.0000000000 0.0000000000
## 
##                   minuts
## sms_raw_train$type           No          Yes
##               ham  0.9991678225 0.0008321775
##               spam 1.0000000000 0.0000000000
## 
##                   mood
## sms_raw_train$type         No        Yes
##               ham  0.99889043 0.00110957
##               spam 1.00000000 0.00000000
## 
##                   naked
## sms_raw_train$type          No         Yes
##               ham  0.998335645 0.001664355
##               spam 1.000000000 0.000000000
## 
##                   parents
## sms_raw_train$type          No         Yes
##               ham  0.997226075 0.002773925
##               spam 1.000000000 0.000000000
## 
##                   sad
## sms_raw_train$type          No         Yes
##               ham  0.996116505 0.003883495
##               spam 1.000000000 0.000000000
## 
##                   screaming
## sms_raw_train$type          No         Yes
##               ham  0.998613037 0.001386963
##               spam 1.000000000 0.000000000
## 
##                   surprise
## sms_raw_train$type          No         Yes
##               ham  0.998058252 0.001941748
##               spam 0.992907801 0.007092199
## 
##                   wid
## sms_raw_train$type          No         Yes
##               ham  0.997226075 0.002773925
##               spam 0.996453901 0.003546099
## 
##                   dis
## sms_raw_train$type          No         Yes
##               ham  0.994174757 0.005825243
##               spam 0.996453901 0.003546099
## 
##                   ipod
## sms_raw_train$type         No        Yes
##               ham  1.00000000 0.00000000
##               spam 0.98049645 0.01950355
## 
##                   village
## sms_raw_train$type           No          Yes
##               ham  0.9997226075 0.0002773925
##               spam 0.9982269504 0.0017730496
## 
##                   remind
## sms_raw_train$type          No         Yes
##               ham  0.998613037 0.001386963
##               spam 1.000000000 0.000000000
## 
##                   abiola
## sms_raw_train$type          No         Yes
##               ham  0.998058252 0.001941748
##               spam 1.000000000 0.000000000
## 
##                   somethin
## sms_raw_train$type         No        Yes
##               ham  0.99889043 0.00110957
##               spam 1.00000000 0.00000000
## 
##                   charge
## sms_raw_train$type         No        Yes
##               ham  0.99778086 0.00221914
##               spam 0.98936170 0.01063830
## 
##                   credits
## sms_raw_train$type        No       Yes
##               ham  1.0000000 0.0000000
##               spam 0.9893617 0.0106383
## 
##                   extra
## sms_raw_train$type          No         Yes
##               ham  0.998890430 0.001109570
##               spam 0.996453901 0.003546099
## 
##                   goto
## sms_raw_train$type          No         Yes
##               ham  0.999445215 0.000554785
##               spam 0.994680851 0.005319149
## 
##                   inclusive
## sms_raw_train$type          No         Yes
##               ham  1.000000000 0.000000000
##               spam 0.994680851 0.005319149
## 
##                   login
## sms_raw_train$type          No         Yes
##               ham  0.999445215 0.000554785
##               spam 0.996453901 0.003546099
## 
##                   unsubscribe
## sms_raw_train$type        No       Yes
##               ham  1.0000000 0.0000000
##               spam 0.9822695 0.0177305
## 
##                   wwwcomuknet
## sms_raw_train$type          No         Yes
##               ham  1.000000000 0.000000000
##               spam 0.996453901 0.003546099
## 
##                   means
## sms_raw_train$type          No         Yes
##               ham  0.995006935 0.004993065
##               spam 1.000000000 0.000000000
## 
##                   friday
## sms_raw_train$type          No         Yes
##               ham  0.998058252 0.001941748
##               spam 1.000000000 0.000000000
## 
##                   isnt
## sms_raw_train$type           No          Yes
##               ham  0.9991678225 0.0008321775
##               spam 1.0000000000 0.0000000000
## 
##                   wrong
## sms_raw_train$type          No         Yes
##               ham  0.996948682 0.003051318
##               spam 1.000000000 0.000000000
## 
##                   lets
## sms_raw_train$type         No        Yes
##               ham  0.99667129 0.00332871
##               spam 1.00000000 0.00000000
## 
##                   cut
## sms_raw_train$type          No         Yes
##               ham  0.997503467 0.002496533
##               spam 1.000000000 0.000000000
## 
##                   hours
## sms_raw_train$type          No         Yes
##               ham  0.997226075 0.002773925
##               spam 0.989361702 0.010638298
## 
##                   true
## sms_raw_train$type          No         Yes
##               ham  0.996116505 0.003883495
##               spam 0.996453901 0.003546099
## 
##                   sir
## sms_raw_train$type          No         Yes
##               ham  0.993065187 0.006934813
##               spam 0.998226950 0.001773050
## 
##                   information
## sms_raw_train$type           No          Yes
##               ham  0.9991678225 0.0008321775
##               spam 0.9875886525 0.0124113475
## 
##                   listen
## sms_raw_train$type          No         Yes
##               ham  0.997226075 0.002773925
##               spam 0.996453901 0.003546099
## 
##                   full
## sms_raw_train$type         No        Yes
##               ham  0.99667129 0.00332871
##               spam 1.00000000 0.00000000
## 
##                   missing
## sms_raw_train$type          No         Yes
##               ham  0.996948682 0.003051318
##               spam 0.998226950 0.001773050
## 
##                   hiya
## sms_raw_train$type          No         Yes
##               ham  0.998058252 0.001941748
##               spam 1.000000000 0.000000000
## 
##                   busy
## sms_raw_train$type          No         Yes
##               ham  0.995839112 0.004160888
##               spam 0.998226950 0.001773050
## 
##                   calling
## sms_raw_train$type          No         Yes
##               ham  0.997226075 0.002773925
##               spam 0.996453901 0.003546099
## 
##                   horrible
## sms_raw_train$type         No        Yes
##               ham  0.99889043 0.00110957
##               spam 1.00000000 0.00000000
## 
##                   hows
## sms_raw_train$type         No        Yes
##               ham  0.99667129 0.00332871
##               spam 1.00000000 0.00000000
## 
##                   looked
## sms_raw_train$type         No        Yes
##               ham  0.99889043 0.00110957
##               spam 1.00000000 0.00000000
## 
##                   alrite
## sms_raw_train$type           No          Yes
##               ham  0.9991678225 0.0008321775
##               spam 1.0000000000 0.0000000000
## 
##                   difficult
## sms_raw_train$type          No         Yes
##               ham  0.998335645 0.001664355
##               spam 1.000000000 0.000000000
## 
##                   area
## sms_raw_train$type          No         Yes
##               ham  0.999445215 0.000554785
##               spam 0.991134752 0.008865248
## 
##                   numbers
## sms_raw_train$type           No          Yes
##               ham  0.9991678225 0.0008321775
##               spam 0.9893617021 0.0106382979
## 
##                   code
## sms_raw_train$type           No          Yes
##               ham  0.9997226075 0.0002773925
##               spam 0.9592198582 0.0407801418
## 
##                   shows
## sms_raw_train$type           No          Yes
##               ham  0.9991678225 0.0008321775
##               spam 0.9539007092 0.0460992908
## 
##                   laugh
## sms_raw_train$type          No         Yes
##               ham  0.997503467 0.002496533
##               spam 0.998226950 0.001773050
## 
##                   havent
## sms_raw_train$type         No        Yes
##               ham  0.99445215 0.00554785
##               spam 1.00000000 0.00000000
## 
##                   lei
## sms_raw_train$type         No        Yes
##               ham  0.99556172 0.00443828
##               spam 1.00000000 0.00000000
## 
##                   mon
## sms_raw_train$type          No         Yes
##               ham  0.998058252 0.001941748
##               spam 1.000000000 0.000000000
## 
##                   sim
## sms_raw_train$type          No         Yes
##               ham  0.999445215 0.000554785
##               spam 0.998226950 0.001773050
## 
##                   holder
## sms_raw_train$type          No         Yes
##               ham  1.000000000 0.000000000
##               spam 0.991134752 0.008865248
## 
##                   asleep
## sms_raw_train$type         No        Yes
##               ham  0.99889043 0.00110957
##               spam 1.00000000 0.00000000
## 
##                   fall
## sms_raw_train$type         No        Yes
##               ham  0.99889043 0.00110957
##               spam 1.00000000 0.00000000
## 
##                   til
## sms_raw_train$type         No        Yes
##               ham  0.99445215 0.00554785
##               spam 1.00000000 0.00000000
## 
##                   contract
## sms_raw_train$type           No          Yes
##               ham  0.9997226075 0.0002773925
##               spam 0.9929078014 0.0070921986
## 
##                   mobileupd
## sms_raw_train$type         No        Yes
##               ham  1.00000000 0.00000000
##               spam 0.97695035 0.02304965
## 
##                   motorola
## sms_raw_train$type         No        Yes
##               ham  1.00000000 0.00000000
##               spam 0.98404255 0.01595745
## 
##                   optout
## sms_raw_train$type        No       Yes
##               ham  1.0000000 0.0000000
##               spam 0.9858156 0.0141844
## 
##                   orange
## sms_raw_train$type          No         Yes
##               ham  0.999445215 0.000554785
##               spam 0.960992908 0.039007092
## 
##                   correct
## sms_raw_train$type          No         Yes
##               ham  0.997780860 0.002219140
##               spam 0.994680851 0.005319149
## 
##                   reason
## sms_raw_train$type          No         Yes
##               ham  0.997226075 0.002773925
##               spam 1.000000000 0.000000000
## 
##                   team
## sms_raw_train$type          No         Yes
##               ham  0.999445215 0.000554785
##               spam 0.996453901 0.003546099
## 
##                   colour
## sms_raw_train$type          No         Yes
##               ham  0.999445215 0.000554785
##               spam 0.971631206 0.028368794
## 
##                   eng
## sms_raw_train$type          No         Yes
##               ham  1.000000000 0.000000000
##               spam 0.992907801 0.007092199
## 
##                   matches
## sms_raw_train$type        No       Yes
##               ham  1.0000000 0.0000000
##               spam 0.9893617 0.0106383
## 
##                   network
## sms_raw_train$type         No        Yes
##               ham  0.99889043 0.00110957
##               spam 0.96985816 0.03014184
## 
##                   reward
## sms_raw_train$type        No       Yes
##               ham  1.0000000 0.0000000
##               spam 0.9893617 0.0106383
## 
##                   valued
## sms_raw_train$type          No         Yes
##               ham  0.999445215 0.000554785
##               spam 0.984042553 0.015957447
## 
##                   winner
## sms_raw_train$type        No       Yes
##               ham  1.0000000 0.0000000
##               spam 0.9751773 0.0248227
## 
##                   content
## sms_raw_train$type        No       Yes
##               ham  1.0000000 0.0000000
##               spam 0.9822695 0.0177305
## 
##                   quick
## sms_raw_train$type          No         Yes
##               ham  0.998058252 0.001941748
##               spam 1.000000000 0.000000000
## 
##                   photos
## sms_raw_train$type          No         Yes
##               ham  0.998613037 0.001386963
##               spam 1.000000000 0.000000000
## 
##                   address
## sms_raw_train$type          No         Yes
##               ham  0.996671290 0.003328710
##               spam 0.992907801 0.007092199
## 
##                   set
## sms_raw_train$type          No         Yes
##               ham  0.996116505 0.003883495
##               spam 0.998226950 0.001773050
## 
##                   cinema
## sms_raw_train$type           No          Yes
##               ham  0.9991678225 0.0008321775
##               spam 0.9982269504 0.0017730496
## 
##                   black
## sms_raw_train$type          No         Yes
##               ham  0.998613037 0.001386963
##               spam 1.000000000 0.000000000
## 
##                   blue
## sms_raw_train$type         No        Yes
##               ham  0.99778086 0.00221914
##               spam 1.00000000 0.00000000
## 
##                   green
## sms_raw_train$type           No          Yes
##               ham  0.9991678225 0.0008321775
##               spam 1.0000000000 0.0000000000
## 
##                   realy
## sms_raw_train$type         No        Yes
##               ham  0.99889043 0.00110957
##               spam 1.00000000 0.00000000
## 
##                   thnk
## sms_raw_train$type         No        Yes
##               ham  0.99889043 0.00110957
##               spam 1.00000000 0.00000000
## 
##                   wnt
## sms_raw_train$type          No         Yes
##               ham  0.998613037 0.001386963
##               spam 1.000000000 0.000000000
## 
##                   bucks
## sms_raw_train$type          No         Yes
##               ham  0.998058252 0.001941748
##               spam 1.000000000 0.000000000
## 
##                   happening
## sms_raw_train$type          No         Yes
##               ham  0.998335645 0.001664355
##               spam 1.000000000 0.000000000
## 
##                   idea
## sms_raw_train$type         No        Yes
##               ham  0.99889043 0.00110957
##               spam 1.00000000 0.00000000
## 
##                   playing
## sms_raw_train$type         No        Yes
##               ham  0.99889043 0.00110957
##               spam 1.00000000 0.00000000
## 
##                   search
## sms_raw_train$type          No         Yes
##               ham  0.996393897 0.003606103
##               spam 0.998226950 0.001773050
## 
##                   small
## sms_raw_train$type         No        Yes
##               ham  0.99778086 0.00221914
##               spam 1.00000000 0.00000000
## 
##                   side
## sms_raw_train$type          No         Yes
##               ham  0.996948682 0.003051318
##               spam 1.000000000 0.000000000
## 
##                   takes
## sms_raw_train$type          No         Yes
##               ham  0.997780860 0.002219140
##               spam 0.992907801 0.007092199
## 
##                   camcorder
## sms_raw_train$type         No        Yes
##               ham  1.00000000 0.00000000
##               spam 0.97695035 0.02304965
## 
##                   bath
## sms_raw_train$type         No        Yes
##               ham  0.99889043 0.00110957
##               spam 1.00000000 0.00000000
## 
##                   smoke
## sms_raw_train$type          No         Yes
##               ham  0.996948682 0.003051318
##               spam 1.000000000 0.000000000
## 
##                   games
## sms_raw_train$type         No        Yes
##               ham  1.00000000 0.00000000
##               spam 0.98404255 0.01595745
## 
##                   wap
## sms_raw_train$type         No        Yes
##               ham  1.00000000 0.00000000
##               spam 0.98758865 0.01241135
## 
##                   forget
## sms_raw_train$type          No         Yes
##               ham  0.997226075 0.002773925
##               spam 0.996453901 0.003546099
## 
##                   begin
## sms_raw_train$type           No          Yes
##               ham  0.9991678225 0.0008321775
##               spam 0.9982269504 0.0017730496
## 
##                   geeee
## sms_raw_train$type           No          Yes
##               ham  0.9991678225 0.0008321775
##               spam 1.0000000000 0.0000000000
## 
##                   mths
## sms_raw_train$type         No        Yes
##               ham  1.00000000 0.00000000
##               spam 0.97695035 0.02304965
## 
##                   phones
## sms_raw_train$type         No        Yes
##               ham  1.00000000 0.00000000
##               spam 0.98404255 0.01595745
## 
##                   imagine
## sms_raw_train$type           No          Yes
##               ham  0.9991678225 0.0008321775
##               spam 1.0000000000 0.0000000000
## 
##                   latest
## sms_raw_train$type          No         Yes
##               ham  0.999445215 0.000554785
##               spam 0.948581560 0.051418440
## 
##                   movie
## sms_raw_train$type          No         Yes
##               ham  0.995839112 0.004160888
##               spam 1.000000000 0.000000000
## 
##                   urself
## sms_raw_train$type          No         Yes
##               ham  0.998058252 0.001941748
##               spam 1.000000000 0.000000000
## 
##                   bin
## sms_raw_train$type           No          Yes
##               ham  0.9991678225 0.0008321775
##               spam 0.9982269504 0.0017730496
## 
##                   spent
## sms_raw_train$type          No         Yes
##               ham  0.998613037 0.001386963
##               spam 1.000000000 0.000000000
## 
##                   completely
## sms_raw_train$type          No         Yes
##               ham  0.998058252 0.001941748
##               spam 0.998226950 0.001773050
## 
##                   malaria
## sms_raw_train$type          No         Yes
##               ham  0.999445215 0.000554785
##               spam 1.000000000 0.000000000
## 
##                   relax
## sms_raw_train$type          No         Yes
##               ham  0.998613037 0.001386963
##               spam 1.000000000 0.000000000
## 
##                   thinkin
## sms_raw_train$type          No         Yes
##               ham  0.998335645 0.001664355
##               spam 1.000000000 0.000000000
## 
##                   worse
## sms_raw_train$type          No         Yes
##               ham  0.998335645 0.001664355
##               spam 1.000000000 0.000000000
## 
##                   sense
## sms_raw_train$type          No         Yes
##               ham  0.998335645 0.001664355
##               spam 1.000000000 0.000000000
## 
##                   tough
## sms_raw_train$type          No         Yes
##               ham  0.998335645 0.001664355
##               spam 1.000000000 0.000000000
## 
##                   created
## sms_raw_train$type         No        Yes
##               ham  0.99889043 0.00110957
##               spam 1.00000000 0.00000000
## 
##                   fingers
## sms_raw_train$type          No         Yes
##               ham  0.998058252 0.001941748
##               spam 1.000000000 0.000000000
## 
##                   gap
## sms_raw_train$type          No         Yes
##               ham  0.998613037 0.001386963
##               spam 1.000000000 0.000000000
## 
##                   holding
## sms_raw_train$type          No         Yes
##               ham  0.998335645 0.001664355
##               spam 1.000000000 0.000000000
## 
##                   gals
## sms_raw_train$type          No         Yes
##               ham  0.999445215 0.000554785
##               spam 1.000000000 0.000000000
## 
##                   group
## sms_raw_train$type         No        Yes
##               ham  0.99889043 0.00110957
##               spam 1.00000000 0.00000000
## 
##                   rite
## sms_raw_train$type          No         Yes
##               ham  0.995839112 0.004160888
##               spam 1.000000000 0.000000000
## 
##                   btnationalrate
## sms_raw_train$type         No        Yes
##               ham  1.00000000 0.00000000
##               spam 0.98758865 0.01241135
## 
##                   easy
## sms_raw_train$type          No         Yes
##               ham  0.996948682 0.003051318
##               spam 0.980496454 0.019503546
## 
##                   intro
## sms_raw_train$type          No         Yes
##               ham  0.999445215 0.000554785
##               spam 1.000000000 0.000000000
## 
##                   personal
## sms_raw_train$type          No         Yes
##               ham  0.999445215 0.000554785
##               spam 0.996453901 0.003546099
## 
##                   store
## sms_raw_train$type          No         Yes
##               ham  0.999445215 0.000554785
##               spam 0.989361702 0.010638298
## 
##                   summer
## sms_raw_train$type           No          Yes
##               ham  0.9997226075 0.0002773925
##               spam 0.9929078014 0.0070921986
## 
##                   tuesday
## sms_raw_train$type          No         Yes
##               ham  0.998058252 0.001941748
##               spam 1.000000000 0.000000000
## 
##                   heard
## sms_raw_train$type          No         Yes
##               ham  0.998613037 0.001386963
##               spam 0.994680851 0.005319149
## 
##                   tat
## sms_raw_train$type         No        Yes
##               ham  0.99889043 0.00110957
##               spam 1.00000000 0.00000000
## 
##                   daddy
## sms_raw_train$type          No         Yes
##               ham  0.998058252 0.001941748
##               spam 1.000000000 0.000000000
## 
##                   fetch
## sms_raw_train$type           No          Yes
##               ham  0.9991678225 0.0008321775
##               spam 1.0000000000 0.0000000000
## 
##                   grins
## sms_raw_train$type          No         Yes
##               ham  0.997503467 0.002496533
##               spam 1.000000000 0.000000000
## 
##                   coz
## sms_raw_train$type          No         Yes
##               ham  0.995839112 0.004160888
##               spam 1.000000000 0.000000000
## 
##                   housemaid
## sms_raw_train$type         No        Yes
##               ham  0.99889043 0.00110957
##               spam 1.00000000 0.00000000
## 
##                   january
## sms_raw_train$type          No         Yes
##               ham  0.998613037 0.001386963
##               spam 0.998226950 0.001773050
## 
##                   murdered
## sms_raw_train$type         No        Yes
##               ham  0.99889043 0.00110957
##               spam 1.00000000 0.00000000
## 
##                   murderer
## sms_raw_train$type         No        Yes
##               ham  0.99889043 0.00110957
##               spam 1.00000000 0.00000000
## 
##                   immediately
## sms_raw_train$type           No          Yes
##               ham  0.9991678225 0.0008321775
##               spam 0.9946808511 0.0053191489
## 
##                   surely
## sms_raw_train$type          No         Yes
##               ham  0.998613037 0.001386963
##               spam 1.000000000 0.000000000
## 
##                   comp
## sms_raw_train$type           No          Yes
##               ham  0.9997226075 0.0002773925
##               spam 0.9840425532 0.0159574468
## 
##                   std
## sms_raw_train$type        No       Yes
##               ham  1.0000000 0.0000000
##               spam 0.9858156 0.0141844
## 
##                   weekly
## sms_raw_train$type         No        Yes
##               ham  1.00000000 0.00000000
##               spam 0.97163121 0.02836879
## 
##                   pain
## sms_raw_train$type          No         Yes
##               ham  0.994729542 0.005270458
##               spam 1.000000000 0.000000000
## 
##                   huh
## sms_raw_train$type          No         Yes
##               ham  0.996393897 0.003606103
##               spam 1.000000000 0.000000000
## 
##                   private
## sms_raw_train$type           No          Yes
##               ham  0.9997226075 0.0002773925
##               spam 0.9734042553 0.0265957447
## 
##                   lect
## sms_raw_train$type          No         Yes
##               ham  0.998335645 0.001664355
##               spam 1.000000000 0.000000000
## 
##                   download
## sms_raw_train$type          No         Yes
##               ham  0.998890430 0.001109570
##               spam 0.996453901 0.003546099
## 
##                   google
## sms_raw_train$type           No          Yes
##               ham  0.9991678225 0.0008321775
##               spam 1.0000000000 0.0000000000
## 
##                   situation
## sms_raw_train$type          No         Yes
##               ham  0.998058252 0.001941748
##               spam 1.000000000 0.000000000
## 
##                   online
## sms_raw_train$type         No        Yes
##               ham  0.99556172 0.00443828
##               spam 1.00000000 0.00000000
## 
##                   quality
## sms_raw_train$type          No         Yes
##               ham  0.998890430 0.001109570
##               spam 0.996453901 0.003546099
## 
##                   review
## sms_raw_train$type          No         Yes
##               ham  0.999445215 0.000554785
##               spam 0.994680851 0.005319149
## 
##                   cds
## sms_raw_train$type          No         Yes
##               ham  1.000000000 0.000000000
##               spam 0.992907801 0.007092199
## 
##                   choice
## sms_raw_train$type          No         Yes
##               ham  0.999445215 0.000554785
##               spam 0.996453901 0.003546099
## 
##                   enter
## sms_raw_train$type          No         Yes
##               ham  0.999445215 0.000554785
##               spam 0.989361702 0.010638298
## 
##                   rcvd
## sms_raw_train$type         No        Yes
##               ham  1.00000000 0.00000000
##               spam 0.98758865 0.01241135
## 
##                   alex
## sms_raw_train$type          No         Yes
##               ham  0.998058252 0.001941748
##               spam 1.000000000 0.000000000
## 
##                   torch
## sms_raw_train$type          No         Yes
##               ham  0.998613037 0.001386963
##               spam 1.000000000 0.000000000
## 
##                   bslvyl
## sms_raw_train$type          No         Yes
##               ham  0.996948682 0.003051318
##               spam 1.000000000 0.000000000
## 
##                   lead
## sms_raw_train$type           No          Yes
##               ham  0.9991678225 0.0008321775
##               spam 1.0000000000 0.0000000000
## 
##                   request
## sms_raw_train$type          No         Yes
##               ham  0.998613037 0.001386963
##               spam 0.998226950 0.001773050
## 
##                   scream
## sms_raw_train$type         No        Yes
##               ham  0.99889043 0.00110957
##               spam 1.00000000 0.00000000
## 
##                   ldn
## sms_raw_train$type         No        Yes
##               ham  1.00000000 0.00000000
##               spam 0.98758865 0.01241135
## 
##                   ish
## sms_raw_train$type          No         Yes
##               ham  0.997503467 0.002496533
##               spam 1.000000000 0.000000000
## 
##                   boston
## sms_raw_train$type           No          Yes
##               ham  0.9997226075 0.0002773925
##               spam 1.0000000000 0.0000000000
## 
##                   drop
## sms_raw_train$type          No         Yes
##               ham  0.996116505 0.003883495
##               spam 1.000000000 0.000000000
## 
##                   congrats
## sms_raw_train$type          No         Yes
##               ham  0.998058252 0.001941748
##               spam 0.991134752 0.008865248
## 
##                   dload
## sms_raw_train$type          No         Yes
##               ham  1.000000000 0.000000000
##               spam 0.996453901 0.003546099
## 
##                   java
## sms_raw_train$type          No         Yes
##               ham  1.000000000 0.000000000
##               spam 0.996453901 0.003546099
## 
##                   mates
## sms_raw_train$type        No       Yes
##               ham  1.0000000 0.0000000
##               spam 0.9858156 0.0141844
## 
##                   noline
## sms_raw_train$type          No         Yes
##               ham  1.000000000 0.000000000
##               spam 0.996453901 0.003546099
## 
##                   rentl
## sms_raw_train$type          No         Yes
##               ham  1.000000000 0.000000000
##               spam 0.996453901 0.003546099
## 
##                   videochat
## sms_raw_train$type          No         Yes
##               ham  1.000000000 0.000000000
##               spam 0.996453901 0.003546099
## 
##                   videophones
## sms_raw_train$type          No         Yes
##               ham  1.000000000 0.000000000
##               spam 0.996453901 0.003546099
## 
##                   super
## sms_raw_train$type          No         Yes
##               ham  0.999445215 0.000554785
##               spam 0.996453901 0.003546099
## 
##                   slowly
## sms_raw_train$type          No         Yes
##               ham  0.997226075 0.002773925
##               spam 1.000000000 0.000000000
## 
##                   balance
## sms_raw_train$type         No        Yes
##               ham  0.99889043 0.00110957
##               spam 1.00000000 0.00000000
## 
##                   transaction
## sms_raw_train$type          No         Yes
##               ham  0.998613037 0.001386963
##               spam 1.000000000 0.000000000
## 
##                   childish
## sms_raw_train$type          No         Yes
##               ham  0.998613037 0.001386963
##               spam 1.000000000 0.000000000
## 
##                   answer
## sms_raw_train$type          No         Yes
##               ham  0.997503467 0.002496533
##               spam 0.992907801 0.007092199
## 
##                   hmv
## sms_raw_train$type          No         Yes
##               ham  1.000000000 0.000000000
##               spam 0.994680851 0.005319149
## 
##                   pounds
## sms_raw_train$type          No         Yes
##               ham  0.999445215 0.000554785
##               spam 0.980496454 0.019503546
## 
##                   questions
## sms_raw_train$type          No         Yes
##               ham  0.998335645 0.001664355
##               spam 0.994680851 0.005319149
## 
##                   barely
## sms_raw_train$type          No         Yes
##               ham  0.998613037 0.001386963
##               spam 1.000000000 0.000000000
## 
##                   howz
## sms_raw_train$type          No         Yes
##               ham  0.998613037 0.001386963
##               spam 1.000000000 0.000000000
## 
##                   wil
## sms_raw_train$type         No        Yes
##               ham  0.99556172 0.00443828
##               spam 1.00000000 0.00000000
## 
##                   mail
## sms_raw_train$type          No         Yes
##               ham  0.993619972 0.006380028
##               spam 1.000000000 0.000000000
## 
##                   wednesday
## sms_raw_train$type         No        Yes
##               ham  0.99778086 0.00221914
##               spam 1.00000000 0.00000000
## 
##                   afternoon
## sms_raw_train$type          No         Yes
##               ham  0.993897365 0.006102635
##               spam 1.000000000 0.000000000
## 
##                   sighs
## sms_raw_train$type         No        Yes
##               ham  0.99889043 0.00110957
##               spam 1.00000000 0.00000000
## 
##                   talking
## sms_raw_train$type          No         Yes
##               ham  0.997503467 0.002496533
##               spam 1.000000000 0.000000000
## 
##                   ans
## sms_raw_train$type          No         Yes
##               ham  0.998613037 0.001386963
##               spam 0.992907801 0.007092199
## 
##                   excuse
## sms_raw_train$type          No         Yes
##               ham  0.998335645 0.001664355
##               spam 1.000000000 0.000000000
## 
##                   point
## sms_raw_train$type          No         Yes
##               ham  0.997226075 0.002773925
##               spam 1.000000000 0.000000000
## 
##                   tampa
## sms_raw_train$type          No         Yes
##               ham  0.998058252 0.001941748
##               spam 1.000000000 0.000000000
## 
##                   belly
## sms_raw_train$type          No         Yes
##               ham  0.999445215 0.000554785
##               spam 1.000000000 0.000000000
## 
##                   hella
## sms_raw_train$type          No         Yes
##               ham  0.999445215 0.000554785
##               spam 1.000000000 0.000000000
## 
##                   planning
## sms_raw_train$type          No         Yes
##               ham  0.998613037 0.001386963
##               spam 1.000000000 0.000000000
## 
##                   weed
## sms_raw_train$type          No         Yes
##               ham  0.997503467 0.002496533
##               spam 1.000000000 0.000000000
## 
##                   shuhui
## sms_raw_train$type         No        Yes
##               ham  0.99889043 0.00110957
##               spam 1.00000000 0.00000000
## 
##                   short
## sms_raw_train$type          No         Yes
##               ham  0.998058252 0.001941748
##               spam 1.000000000 0.000000000
## 
##                   lovely
## sms_raw_train$type          No         Yes
##               ham  0.996116505 0.003883495
##               spam 1.000000000 0.000000000
## 
##                   nature
## sms_raw_train$type          No         Yes
##               ham  0.998613037 0.001386963
##               spam 1.000000000 0.000000000
## 
##                   style
## sms_raw_train$type         No        Yes
##               ham  0.99889043 0.00110957
##               spam 1.00000000 0.00000000
## 
##                   shirt
## sms_raw_train$type         No        Yes
##               ham  0.99889043 0.00110957
##               spam 1.00000000 0.00000000
## 
##                   bugis
## sms_raw_train$type         No        Yes
##               ham  0.99889043 0.00110957
##               spam 1.00000000 0.00000000
## 
##                   saturday
## sms_raw_train$type          No         Yes
##               ham  0.998335645 0.001664355
##               spam 0.991134752 0.008865248
## 
##                   texting
## sms_raw_train$type         No        Yes
##               ham  0.99889043 0.00110957
##               spam 0.99822695 0.00177305
## 
##                   fix
## sms_raw_train$type           No          Yes
##               ham  0.9991678225 0.0008321775
##               spam 1.0000000000 0.0000000000
## 
##                   sort
## sms_raw_train$type          No         Yes
##               ham  0.997226075 0.002773925
##               spam 0.998226950 0.001773050
## 
##                   forward
## sms_raw_train$type          No         Yes
##               ham  0.998335645 0.001664355
##               spam 1.000000000 0.000000000
## 
##                   expires
## sms_raw_train$type        No       Yes
##               ham  1.0000000 0.0000000
##               spam 0.9751773 0.0248227
## 
##                   identifier
## sms_raw_train$type         No        Yes
##               ham  1.00000000 0.00000000
##               spam 0.97695035 0.02304965
## 
##                   statement
## sms_raw_train$type         No        Yes
##               ham  1.00000000 0.00000000
##               spam 0.97695035 0.02304965
## 
##                   inside
## sms_raw_train$type          No         Yes
##               ham  0.998613037 0.001386963
##               spam 1.000000000 0.000000000
## 
##                   email
## sms_raw_train$type          No         Yes
##               ham  0.996948682 0.003051318
##               spam 0.998226950 0.001773050
## 
##                   kerala
## sms_raw_train$type          No         Yes
##               ham  0.999445215 0.000554785
##               spam 1.000000000 0.000000000
## 
##                   leaving
## sms_raw_train$type          No         Yes
##               ham  0.996116505 0.003883495
##               spam 1.000000000 0.000000000
## 
##                   iam
## sms_raw_train$type           No          Yes
##               ham  0.9991678225 0.0008321775
##               spam 1.0000000000 0.0000000000
## 
##                   crazy
## sms_raw_train$type          No         Yes
##               ham  0.998058252 0.001941748
##               spam 0.996453901 0.003546099
## 
##                   oops
## sms_raw_train$type          No         Yes
##               ham  0.998335645 0.001664355
##               spam 1.000000000 0.000000000
## 
##                   moan
## sms_raw_train$type          No         Yes
##               ham  0.998613037 0.001386963
##               spam 0.998226950 0.001773050
## 
##                   water
## sms_raw_train$type         No        Yes
##               ham  0.99778086 0.00221914
##               spam 1.00000000 0.00000000
## 
##                   tonight
## sms_raw_train$type          No         Yes
##               ham  0.988904300 0.011095700
##               spam 0.996453901 0.003546099
## 
##                   freephone
## sms_raw_train$type        No       Yes
##               ham  1.0000000 0.0000000
##               spam 0.9893617 0.0106383
## 
##                   drug
## sms_raw_train$type          No         Yes
##               ham  0.998613037 0.001386963
##               spam 1.000000000 0.000000000
## 
##                   convey
## sms_raw_train$type         No        Yes
##               ham  0.99889043 0.00110957
##               spam 1.00000000 0.00000000
## 
##                   recently
## sms_raw_train$type          No         Yes
##               ham  0.998613037 0.001386963
##               spam 0.998226950 0.001773050
## 
##                   south
## sms_raw_train$type          No         Yes
##               ham  0.998613037 0.001386963
##               spam 1.000000000 0.000000000
## 
##                   hard
## sms_raw_train$type          No         Yes
##               ham  0.997226075 0.002773925
##               spam 0.994680851 0.005319149
## 
##                   workin
## sms_raw_train$type          No         Yes
##               ham  0.998613037 0.001386963
##               spam 1.000000000 0.000000000
## 
##                   vikky
## sms_raw_train$type          No         Yes
##               ham  0.998613037 0.001386963
##               spam 1.000000000 0.000000000
## 
##                   lmao
## sms_raw_train$type          No         Yes
##               ham  0.998613037 0.001386963
##               spam 1.000000000 0.000000000
## 
##                   bother
## sms_raw_train$type          No         Yes
##               ham  0.998335645 0.001664355
##               spam 1.000000000 0.000000000
## 
##                   mite
## sms_raw_train$type         No        Yes
##               ham  0.99889043 0.00110957
##               spam 1.00000000 0.00000000
## 
##                   medical
## sms_raw_train$type         No        Yes
##               ham  0.99889043 0.00110957
##               spam 1.00000000 0.00000000
## 
##                   track
## sms_raw_train$type          No         Yes
##               ham  0.998613037 0.001386963
##               spam 1.000000000 0.000000000
## 
##                   glad
## sms_raw_train$type          No         Yes
##               ham  0.998335645 0.001664355
##               spam 1.000000000 0.000000000
## 
##                   season
## sms_raw_train$type         No        Yes
##               ham  0.99889043 0.00110957
##               spam 1.00000000 0.00000000
## 
##                   exam
## sms_raw_train$type         No        Yes
##               ham  0.99778086 0.00221914
##               spam 1.00000000 0.00000000
## 
##                   theatre
## sms_raw_train$type         No        Yes
##               ham  0.99889043 0.00110957
##               spam 1.00000000 0.00000000
## 
##                   gas
## sms_raw_train$type         No        Yes
##               ham  0.99667129 0.00332871
##               spam 1.00000000 0.00000000
## 
##                   station
## sms_raw_train$type          No         Yes
##               ham  0.998613037 0.001386963
##               spam 0.998226950 0.001773050
## 
##                   romantic
## sms_raw_train$type           No          Yes
##               ham  0.9991678225 0.0008321775
##               spam 0.9982269504 0.0017730496
## 
##                   ended
## sms_raw_train$type         No        Yes
##               ham  0.99889043 0.00110957
##               spam 1.00000000 0.00000000
## 
##                   mid
## sms_raw_train$type          No         Yes
##               ham  0.999445215 0.000554785
##               spam 0.998226950 0.001773050
## 
##                   return
## sms_raw_train$type         No        Yes
##               ham  0.99889043 0.00110957
##               spam 1.00000000 0.00000000
## 
##                   hee
## sms_raw_train$type          No         Yes
##               ham  0.997503467 0.002496533
##               spam 1.000000000 0.000000000
## 
##                   move
## sms_raw_train$type          No         Yes
##               ham  0.998058252 0.001941748
##               spam 1.000000000 0.000000000
## 
##                   yay
## sms_raw_train$type          No         Yes
##               ham  0.999445215 0.000554785
##               spam 1.000000000 0.000000000
## 
##                   usual
## sms_raw_train$type          No         Yes
##               ham  0.998335645 0.001664355
##               spam 1.000000000 0.000000000
## 
##                   lucky
## sms_raw_train$type          No         Yes
##               ham  0.998335645 0.001664355
##               spam 0.989361702 0.010638298
## 
##                   doesnt
## sms_raw_train$type         No        Yes
##               ham  0.99778086 0.00221914
##               spam 1.00000000 0.00000000
## 
##                   double
## sms_raw_train$type           No          Yes
##               ham  0.9991678225 0.0008321775
##               spam 0.9822695035 0.0177304965
## 
##                   linerental
## sms_raw_train$type          No         Yes
##               ham  1.000000000 0.000000000
##               spam 0.992907801 0.007092199
## 
##                   sonyericsson
## sms_raw_train$type          No         Yes
##               ham  1.000000000 0.000000000
##               spam 0.991134752 0.008865248
## 
##                   slow
## sms_raw_train$type          No         Yes
##               ham  0.997226075 0.002773925
##               spam 0.998226950 0.001773050
## 
##                   pretty
## sms_raw_train$type          No         Yes
##               ham  0.996948682 0.003051318
##               spam 1.000000000 0.000000000
## 
##                   weak
## sms_raw_train$type           No          Yes
##               ham  0.9991678225 0.0008321775
##               spam 1.0000000000 0.0000000000
## 
##                   envelope
## sms_raw_train$type          No         Yes
##               ham  0.999445215 0.000554785
##               spam 0.996453901 0.003546099
## 
##                   paper
## sms_raw_train$type          No         Yes
##               ham  0.998058252 0.001941748
##               spam 1.000000000 0.000000000
## 
##                   rock
## sms_raw_train$type          No         Yes
##               ham  0.998613037 0.001386963
##               spam 0.998226950 0.001773050
## 
##                   walk
## sms_raw_train$type         No        Yes
##               ham  0.99667129 0.00332871
##               spam 0.99822695 0.00177305
## 
##                   tells
## sms_raw_train$type           No          Yes
##               ham  0.9991678225 0.0008321775
##               spam 0.9964539007 0.0035460993
## 
##                   london
## sms_raw_train$type          No         Yes
##               ham  0.999445215 0.000554785
##               spam 0.994680851 0.005319149
## 
##                   txting
## sms_raw_train$type           No          Yes
##               ham  0.9997226075 0.0002773925
##               spam 0.9858156028 0.0141843972
## 
##                   lemme
## sms_raw_train$type         No        Yes
##               ham  0.99889043 0.00110957
##               spam 1.00000000 0.00000000
## 
##                   horny
## sms_raw_train$type          No         Yes
##               ham  1.000000000 0.000000000
##               spam 0.991134752 0.008865248
## 
##                   live
## sms_raw_train$type          No         Yes
##               ham  0.997226075 0.002773925
##               spam 0.968085106 0.031914894
## 
##                   normptone
## sms_raw_train$type          No         Yes
##               ham  1.000000000 0.000000000
##               spam 0.991134752 0.008865248
## 
##                   wwq
## sms_raw_train$type          No         Yes
##               ham  1.000000000 0.000000000
##               spam 0.991134752 0.008865248
## 
##                   wwwgetzeduk
## sms_raw_train$type        No       Yes
##               ham  1.0000000 0.0000000
##               spam 0.9893617 0.0106383
## 
##                   frnd
## sms_raw_train$type          No         Yes
##               ham  0.997780860 0.002219140
##               spam 0.992907801 0.007092199
## 
##                   tour
## sms_raw_train$type           No          Yes
##               ham  0.9991678225 0.0008321775
##               spam 0.9946808511 0.0053191489
## 
##                   choose
## sms_raw_train$type          No         Yes
##               ham  0.998335645 0.001664355
##               spam 0.984042553 0.015957447
## 
##                   timing
## sms_raw_train$type          No         Yes
##               ham  0.998613037 0.001386963
##               spam 1.000000000 0.000000000
## 
##                   write
## sms_raw_train$type          No         Yes
##               ham  0.998058252 0.001941748
##               spam 1.000000000 0.000000000
## 
##                   uni
## sms_raw_train$type           No          Yes
##               ham  0.9991678225 0.0008321775
##               spam 1.0000000000 0.0000000000
## 
##                   daily
## sms_raw_train$type          No         Yes
##               ham  0.999445215 0.000554785
##               spam 0.996453901 0.003546099
## 
##                   informed
## sms_raw_train$type           No          Yes
##               ham  0.9997226075 0.0002773925
##               spam 0.9964539007 0.0035460993
## 
##                   news
## sms_raw_train$type          No         Yes
##               ham  0.998890430 0.001109570
##               spam 0.991134752 0.008865248
## 
##                   results
## sms_raw_train$type           No          Yes
##               ham  0.9997226075 0.0002773925
##               spam 0.9964539007 0.0035460993
## 
##                   john
## sms_raw_train$type          No         Yes
##               ham  0.998613037 0.001386963
##               spam 1.000000000 0.000000000
## 
##                   men
## sms_raw_train$type           No          Yes
##               ham  0.9991678225 0.0008321775
##               spam 0.9982269504 0.0017730496
## 
##                   luck
## sms_raw_train$type          No         Yes
##               ham  0.998613037 0.001386963
##               spam 0.994680851 0.005319149
## 
##                   feb
## sms_raw_train$type         No        Yes
##               ham  0.99889043 0.00110957
##               spam 0.99822695 0.00177305
## 
##                   sounds
## sms_raw_train$type         No        Yes
##               ham  0.99667129 0.00332871
##               spam 1.00000000 0.00000000
## 
##                   waste
## sms_raw_train$type          No         Yes
##               ham  0.998335645 0.001664355
##               spam 1.000000000 0.000000000
## 
##                   open
## sms_raw_train$type         No        Yes
##               ham  0.99667129 0.00332871
##               spam 0.99822695 0.00177305
## 
##                   birds
## sms_raw_train$type           No          Yes
##               ham  0.9991678225 0.0008321775
##               spam 0.9982269504 0.0017730496
## 
##                   goodmorning
## sms_raw_train$type         No        Yes
##               ham  0.99778086 0.00221914
##               spam 1.00000000 0.00000000
## 
##                   uncle
## sms_raw_train$type          No         Yes
##               ham  0.997503467 0.002496533
##               spam 1.000000000 0.000000000
## 
##                   disturb
## sms_raw_train$type          No         Yes
##               ham  0.998613037 0.001386963
##               spam 1.000000000 0.000000000
## 
##                   frndship
## sms_raw_train$type         No        Yes
##               ham  0.99889043 0.00110957
##               spam 1.00000000 0.00000000
## 
##                   power
## sms_raw_train$type           No          Yes
##               ham  0.9991678225 0.0008321775
##               spam 1.0000000000 0.0000000000
## 
##                   pin
## sms_raw_train$type          No         Yes
##               ham  0.998613037 0.001386963
##               spam 0.998226950 0.001773050
## 
##                   lookin
## sms_raw_train$type         No        Yes
##               ham  0.99889043 0.00110957
##               spam 0.99822695 0.00177305
## 
##                   married
## sms_raw_train$type          No         Yes
##               ham  0.998613037 0.001386963
##               spam 0.996453901 0.003546099
## 
##                   babes
## sms_raw_train$type           No          Yes
##               ham  0.9991678225 0.0008321775
##               spam 0.9964539007 0.0035460993
## 
##                   straight
## sms_raw_train$type          No         Yes
##               ham  0.999445215 0.000554785
##               spam 0.996453901 0.003546099
## 
##                   months
## sms_raw_train$type          No         Yes
##               ham  0.998058252 0.001941748
##               spam 0.994680851 0.005319149
## 
##                   press
## sms_raw_train$type          No         Yes
##               ham  0.998335645 0.001664355
##               spam 0.994680851 0.005319149
## 
##                   cal
## sms_raw_train$type         No        Yes
##               ham  0.99889043 0.00110957
##               spam 0.99822695 0.00177305
## 
##                   added
## sms_raw_train$type          No         Yes
##               ham  0.998890430 0.001109570
##               spam 0.996453901 0.003546099
## 
##                   fullonsms
## sms_raw_train$type          No         Yes
##               ham  0.998613037 0.001386963
##               spam 1.000000000 0.000000000
## 
##                   visit
## sms_raw_train$type          No         Yes
##               ham  0.998335645 0.001664355
##               spam 0.989361702 0.010638298
## 
##                   round
## sms_raw_train$type          No         Yes
##               ham  0.998613037 0.001386963
##               spam 0.998226950 0.001773050
## 
##                   putting
## sms_raw_train$type          No         Yes
##               ham  0.998335645 0.001664355
##               spam 1.000000000 0.000000000
## 
##                   announcement
## sms_raw_train$type          No         Yes
##               ham  1.000000000 0.000000000
##               spam 0.991134752 0.008865248
## 
##                   unable
## sms_raw_train$type           No          Yes
##               ham  0.9991678225 0.0008321775
##               spam 0.9982269504 0.0017730496
## 
##                   spend
## sms_raw_train$type          No         Yes
##               ham  0.998058252 0.001941748
##               spam 1.000000000 0.000000000
## 
##                   tariffs
## sms_raw_train$type        No       Yes
##               ham  1.0000000 0.0000000
##               spam 0.9893617 0.0106383
## 
##                   anymore
## sms_raw_train$type          No         Yes
##               ham  0.998058252 0.001941748
##               spam 1.000000000 0.000000000
## 
##                   exciting
## sms_raw_train$type          No         Yes
##               ham  0.999445215 0.000554785
##               spam 0.994680851 0.005319149
## 
##                   miles
## sms_raw_train$type           No          Yes
##               ham  0.9991678225 0.0008321775
##               spam 1.0000000000 0.0000000000
## 
##                   nights
## sms_raw_train$type          No         Yes
##               ham  0.999445215 0.000554785
##               spam 0.998226950 0.001773050
## 
##                   past
## sms_raw_train$type          No         Yes
##               ham  0.998335645 0.001664355
##               spam 1.000000000 0.000000000
## 
##                   pple
## sms_raw_train$type         No        Yes
##               ham  0.99889043 0.00110957
##               spam 1.00000000 0.00000000
## 
##                   internet
## sms_raw_train$type           No          Yes
##               ham  0.9991678225 0.0008321775
##               spam 1.0000000000 0.0000000000
## 
##                   keeping
## sms_raw_train$type          No         Yes
##               ham  0.998335645 0.001664355
##               spam 1.000000000 0.000000000
## 
##                   redeemed
## sms_raw_train$type         No        Yes
##               ham  1.00000000 0.00000000
##               spam 0.98404255 0.01595745
## 
##                   drinks
## sms_raw_train$type          No         Yes
##               ham  0.999445215 0.000554785
##               spam 0.996453901 0.003546099
## 
##                   starts
## sms_raw_train$type           No          Yes
##               ham  0.9991678225 0.0008321775
##               spam 0.9946808511 0.0053191489
## 
##                   honey
## sms_raw_train$type         No        Yes
##               ham  0.99889043 0.00110957
##               spam 1.00000000 0.00000000
## 
##                   single
## sms_raw_train$type          No         Yes
##               ham  0.998335645 0.001664355
##               spam 0.998226950 0.001773050
## 
##                   cashbalance
## sms_raw_train$type        No       Yes
##               ham  1.0000000 0.0000000
##               spam 0.9893617 0.0106383
## 
##                   hgsuitelands
## sms_raw_train$type        No       Yes
##               ham  1.0000000 0.0000000
##               spam 0.9858156 0.0141844
## 
##                   maximize
## sms_raw_train$type        No       Yes
##               ham  1.0000000 0.0000000
##               spam 0.9893617 0.0106383
## 
##                   rowwjhl
## sms_raw_train$type        No       Yes
##               ham  1.0000000 0.0000000
##               spam 0.9858156 0.0141844
## 
##                   inviting
## sms_raw_train$type          No         Yes
##               ham  1.000000000 0.000000000
##               spam 0.992907801 0.007092199
## 
##                   ahmad
## sms_raw_train$type           No          Yes
##               ham  0.9991678225 0.0008321775
##               spam 1.0000000000 0.0000000000
## 
##                   role
## sms_raw_train$type          No         Yes
##               ham  0.998613037 0.001386963
##               spam 1.000000000 0.000000000
## 
##                   singles
## sms_raw_train$type          No         Yes
##               ham  1.000000000 0.000000000
##               spam 0.992907801 0.007092199
## 
##                   exams
## sms_raw_train$type          No         Yes
##               ham  0.998613037 0.001386963
##               spam 1.000000000 0.000000000
## 
##                   jay
## sms_raw_train$type          No         Yes
##               ham  0.996116505 0.003883495
##               spam 1.000000000 0.000000000
## 
##                   ten
## sms_raw_train$type          No         Yes
##               ham  0.997226075 0.002773925
##               spam 0.998226950 0.001773050
## 
##                   simple
## sms_raw_train$type          No         Yes
##               ham  0.998613037 0.001386963
##               spam 1.000000000 0.000000000
## 
##                   operator
## sms_raw_train$type        No       Yes
##               ham  1.0000000 0.0000000
##               spam 0.9822695 0.0177305
## 
##                   deliver
## sms_raw_train$type           No          Yes
##               ham  0.9991678225 0.0008321775
##               spam 1.0000000000 0.0000000000
## 
##                   mate
## sms_raw_train$type          No         Yes
##               ham  0.997226075 0.002773925
##               spam 1.000000000 0.000000000
## 
##                   doin
## sms_raw_train$type          No         Yes
##               ham  0.997226075 0.002773925
##               spam 1.000000000 0.000000000
## 
##                   thurs
## sms_raw_train$type           No          Yes
##               ham  0.9991678225 0.0008321775
##               spam 0.9964539007 0.0035460993
## 
##                   costs
## sms_raw_train$type          No         Yes
##               ham  0.999445215 0.000554785
##               spam 0.996453901 0.003546099
## 
##                   normal
## sms_raw_train$type          No         Yes
##               ham  0.998613037 0.001386963
##               spam 0.998226950 0.001773050
## 
##                   works
## sms_raw_train$type          No         Yes
##               ham  0.998613037 0.001386963
##               spam 1.000000000 0.000000000
## 
##                   sis
## sms_raw_train$type          No         Yes
##               ham  0.996948682 0.003051318
##               spam 1.000000000 0.000000000
## 
##                   bus
## sms_raw_train$type          No         Yes
##               ham  0.992787795 0.007212205
##               spam 1.000000000 0.000000000
## 
##                   bak
## sms_raw_train$type         No        Yes
##               ham  0.99889043 0.00110957
##               spam 1.00000000 0.00000000
## 
##                   tickets
## sms_raw_train$type          No         Yes
##               ham  0.998335645 0.001664355
##               spam 0.994680851 0.005319149
## 
##                   battery
## sms_raw_train$type          No         Yes
##               ham  0.998613037 0.001386963
##               spam 1.000000000 0.000000000
## 
##                   white
## sms_raw_train$type           No          Yes
##               ham  0.9991678225 0.0008321775
##               spam 1.0000000000 0.0000000000
## 
##                   depends
## sms_raw_train$type          No         Yes
##               ham  0.998058252 0.001941748
##               spam 1.000000000 0.000000000
## 
##                   anytime
## sms_raw_train$type          No         Yes
##               ham  0.999445215 0.000554785
##               spam 0.982269504 0.017730496
## 
##                   studying
## sms_raw_train$type          No         Yes
##               ham  0.998058252 0.001941748
##               spam 1.000000000 0.000000000
## 
##                   returns
## sms_raw_train$type         No        Yes
##               ham  0.99889043 0.00110957
##               spam 1.00000000 0.00000000
## 
##                   gee
## sms_raw_train$type           No          Yes
##               ham  0.9991678225 0.0008321775
##               spam 1.0000000000 0.0000000000
## 
##                   hands
## sms_raw_train$type         No        Yes
##               ham  0.99889043 0.00110957
##               spam 1.00000000 0.00000000
## 
##                   selling
## sms_raw_train$type          No         Yes
##               ham  0.999445215 0.000554785
##               spam 0.998226950 0.001773050
## 
##                   yijue
## sms_raw_train$type           No          Yes
##               ham  0.9991678225 0.0008321775
##               spam 1.0000000000 0.0000000000
## 
##                   marry
## sms_raw_train$type          No         Yes
##               ham  0.998335645 0.001664355
##               spam 1.000000000 0.000000000
## 
##                   relation
## sms_raw_train$type         No        Yes
##               ham  0.99889043 0.00110957
##               spam 1.00000000 0.00000000
## 
##                   tis
## sms_raw_train$type         No        Yes
##               ham  0.99889043 0.00110957
##               spam 1.00000000 0.00000000
## 
##                   ave
## sms_raw_train$type           No          Yes
##               ham  0.9991678225 0.0008321775
##               spam 0.9946808511 0.0053191489
## 
##                   stupid
## sms_raw_train$type          No         Yes
##               ham  0.996948682 0.003051318
##               spam 1.000000000 0.000000000
## 
##                   mode
## sms_raw_train$type          No         Yes
##               ham  0.998335645 0.001664355
##               spam 1.000000000 0.000000000
## 
##                   smth
## sms_raw_train$type          No         Yes
##               ham  0.996116505 0.003883495
##               spam 1.000000000 0.000000000
## 
##                   ahead
## sms_raw_train$type          No         Yes
##               ham  0.998335645 0.001664355
##               spam 1.000000000 0.000000000
## 
##                   cars
## sms_raw_train$type         No        Yes
##               ham  0.99889043 0.00110957
##               spam 1.00000000 0.00000000
## 
##                   aft
## sms_raw_train$type         No        Yes
##               ham  0.99556172 0.00443828
##               spam 1.00000000 0.00000000
## 
##                   yogasana
## sms_raw_train$type           No          Yes
##               ham  0.9991678225 0.0008321775
##               spam 1.0000000000 0.0000000000
## 
##                   amount
## sms_raw_train$type         No        Yes
##               ham  0.99889043 0.00110957
##               spam 1.00000000 0.00000000
## 
##                   joking
## sms_raw_train$type          No         Yes
##               ham  0.998613037 0.001386963
##               spam 1.000000000 0.000000000
## 
##                   bout
## sms_raw_train$type          No         Yes
##               ham  0.997226075 0.002773925
##               spam 0.998226950 0.001773050
## 
##                   nah
## sms_raw_train$type          No         Yes
##               ham  0.998058252 0.001941748
##               spam 1.000000000 0.000000000
## 
##                   tear
## sms_raw_train$type          No         Yes
##               ham  0.998613037 0.001386963
##               spam 1.000000000 0.000000000
## 
##                   ate
## sms_raw_train$type           No          Yes
##               ham  0.9991678225 0.0008321775
##               spam 1.0000000000 0.0000000000
## 
##                   english
## sms_raw_train$type         No        Yes
##               ham  0.99889043 0.00110957
##               spam 1.00000000 0.00000000
## 
##                   fighting
## sms_raw_train$type         No        Yes
##               ham  0.99889043 0.00110957
##               spam 1.00000000 0.00000000
## 
##                   wks
## sms_raw_train$type           No          Yes
##               ham  0.9991678225 0.0008321775
##               spam 0.9982269504 0.0017730496
## 
##                   paying
## sms_raw_train$type          No         Yes
##               ham  0.998613037 0.001386963
##               spam 0.998226950 0.001773050
## 
##                   arrested
## sms_raw_train$type           No          Yes
##               ham  0.9991678225 0.0008321775
##               spam 1.0000000000 0.0000000000
## 
##                   buns
## sms_raw_train$type           No          Yes
##               ham  0.9991678225 0.0008321775
##               spam 1.0000000000 0.0000000000
## 
##                   fantasy
## sms_raw_train$type          No         Yes
##               ham  1.000000000 0.000000000
##               spam 0.996453901 0.003546099
## 
##                   stylish
## sms_raw_train$type           No          Yes
##               ham  0.9991678225 0.0008321775
##               spam 1.0000000000 0.0000000000
## 
##                   broke
## sms_raw_train$type           No          Yes
##               ham  0.9991678225 0.0008321775
##               spam 1.0000000000 0.0000000000
## 
##                   fone
## sms_raw_train$type          No         Yes
##               ham  0.998335645 0.001664355
##               spam 0.994680851 0.005319149
## 
##                   mrw
## sms_raw_train$type          No         Yes
##               ham  0.998613037 0.001386963
##               spam 1.000000000 0.000000000
## 
##                   bid
## sms_raw_train$type          No         Yes
##               ham  1.000000000 0.000000000
##               spam 0.994680851 0.005319149
## 
##                   loyalty
## sms_raw_train$type        No       Yes
##               ham  1.0000000 0.0000000
##               spam 0.9893617 0.0106383
## 
##                   hungry
## sms_raw_train$type          No         Yes
##               ham  0.997503467 0.002496533
##               spam 1.000000000 0.000000000
## 
##                   strong
## sms_raw_train$type           No          Yes
##               ham  0.9991678225 0.0008321775
##               spam 1.0000000000 0.0000000000
## 
##                   random
## sms_raw_train$type           No          Yes
##               ham  0.9991678225 0.0008321775
##               spam 1.0000000000 0.0000000000
## 
##                   yest
## sms_raw_train$type         No        Yes
##               ham  0.99889043 0.00110957
##               spam 1.00000000 0.00000000
## 
##                   training
## sms_raw_train$type          No         Yes
##               ham  0.998335645 0.001664355
##               spam 1.000000000 0.000000000
## 
##                   funny
## sms_raw_train$type          No         Yes
##               ham  0.998613037 0.001386963
##               spam 1.000000000 0.000000000
## 
##                   earth
## sms_raw_train$type          No         Yes
##               ham  0.998613037 0.001386963
##               spam 1.000000000 0.000000000
## 
##                   brand
## sms_raw_train$type          No         Yes
##               ham  0.999445215 0.000554785
##               spam 0.996453901 0.003546099
## 
##                   yar
## sms_raw_train$type         No        Yes
##               ham  0.99778086 0.00221914
##               spam 1.00000000 0.00000000
## 
##                   door
## sms_raw_train$type          No         Yes
##               ham  0.998335645 0.001664355
##               spam 1.000000000 0.000000000
## 
##                   receipt
## sms_raw_train$type          No         Yes
##               ham  0.999445215 0.000554785
##               spam 0.994680851 0.005319149
## 
##                   registered
## sms_raw_train$type           No          Yes
##               ham  0.9991678225 0.0008321775
##               spam 0.9946808511 0.0053191489
## 
##                   eerie
## sms_raw_train$type          No         Yes
##               ham  1.000000000 0.000000000
##               spam 0.992907801 0.007092199
## 
##                   spook
## sms_raw_train$type          No         Yes
##               ham  1.000000000 0.000000000
##               spam 0.996453901 0.003546099
## 
##                   silent
## sms_raw_train$type          No         Yes
##               ham  0.998613037 0.001386963
##               spam 1.000000000 0.000000000
## 
##                   model
## sms_raw_train$type         No        Yes
##               ham  0.99889043 0.00110957
##               spam 1.00000000 0.00000000
## 
##                   understand
## sms_raw_train$type          No         Yes
##               ham  0.998058252 0.001941748
##               spam 1.000000000 0.000000000
## 
##                   vodafone
## sms_raw_train$type        No       Yes
##               ham  1.0000000 0.0000000
##               spam 0.9893617 0.0106383
## 
##                   sick
## sms_raw_train$type          No         Yes
##               ham  0.998058252 0.001941748
##               spam 1.000000000 0.000000000
## 
##                   sucks
## sms_raw_train$type          No         Yes
##               ham  0.998335645 0.001664355
##               spam 1.000000000 0.000000000
## 
##                   site
## sms_raw_train$type           No          Yes
##               ham  0.9991678225 0.0008321775
##               spam 1.0000000000 0.0000000000
## 
##                   planned
## sms_raw_train$type          No         Yes
##               ham  0.998335645 0.001664355
##               spam 1.000000000 0.000000000
## 
##                   fantasies
## sms_raw_train$type          No         Yes
##               ham  1.000000000 0.000000000
##               spam 0.992907801 0.007092199
## 
##                   sound
## sms_raw_train$type          No         Yes
##               ham  0.998058252 0.001941748
##               spam 1.000000000 0.000000000
## 
##                   decide
## sms_raw_train$type          No         Yes
##               ham  0.998058252 0.001941748
##               spam 1.000000000 0.000000000
## 
##                   vote
## sms_raw_train$type           No          Yes
##               ham  0.9997226075 0.0002773925
##               spam 1.0000000000 0.0000000000
## 
##                   gbp
## sms_raw_train$type          No         Yes
##               ham  1.000000000 0.000000000
##               spam 0.994680851 0.005319149
## 
##                   original
## sms_raw_train$type           No          Yes
##               ham  0.9997226075 0.0002773925
##               spam 0.9964539007 0.0035460993
## 
##                   rates
## sms_raw_train$type          No         Yes
##               ham  1.000000000 0.000000000
##               spam 0.991134752 0.008865248
## 
##                   entitled
## sms_raw_train$type        No       Yes
##               ham  1.0000000 0.0000000
##               spam 0.9858156 0.0141844
## 
##                   chinese
## sms_raw_train$type         No        Yes
##               ham  0.99889043 0.00110957
##               spam 1.00000000 0.00000000
## 
##                   problems
## sms_raw_train$type           No          Yes
##               ham  0.9991678225 0.0008321775
##               spam 1.0000000000 0.0000000000
## 
##                   save
## sms_raw_train$type          No         Yes
##               ham  0.998890430 0.001109570
##               spam 0.996453901 0.003546099
## 
##                   sum
## sms_raw_train$type           No          Yes
##               ham  0.9991678225 0.0008321775
##               spam 1.0000000000 0.0000000000
## 
##                   vry
## sms_raw_train$type         No        Yes
##               ham  0.99889043 0.00110957
##               spam 1.00000000 0.00000000
## 
##                   access
## sms_raw_train$type           No          Yes
##               ham  0.9997226075 0.0002773925
##               spam 0.9946808511 0.0053191489
## 
##                   lost
## sms_raw_train$type          No         Yes
##               ham  0.998058252 0.001941748
##               spam 0.998226950 0.001773050
## 
##                   buying
## sms_raw_train$type          No         Yes
##               ham  0.998335645 0.001664355
##               spam 1.000000000 0.000000000
## 
##                   teach
## sms_raw_train$type          No         Yes
##               ham  0.998335645 0.001664355
##               spam 1.000000000 0.000000000
## 
##                   version
## sms_raw_train$type           No          Yes
##               ham  0.9997226075 0.0002773925
##               spam 1.0000000000 0.0000000000
## 
##                   excellent
## sms_raw_train$type          No         Yes
##               ham  0.998613037 0.001386963
##               spam 1.000000000 0.000000000
## 
##                   hate
## sms_raw_train$type         No        Yes
##               ham  0.99889043 0.00110957
##               spam 1.00000000 0.00000000
## 
##                   lazy
## sms_raw_train$type          No         Yes
##               ham  0.998058252 0.001941748
##               spam 1.000000000 0.000000000
## 
##                   direct
## sms_raw_train$type           No          Yes
##               ham  0.9997226075 0.0002773925
##               spam 0.9858156028 0.0141843972
## 
##                   boring
## sms_raw_train$type          No         Yes
##               ham  0.999445215 0.000554785
##               spam 1.000000000 0.000000000
## 
##                   coffee
## sms_raw_train$type          No         Yes
##               ham  0.998335645 0.001664355
##               spam 1.000000000 0.000000000
## 
##                   yep
## sms_raw_train$type          No         Yes
##               ham  0.998058252 0.001941748
##               spam 1.000000000 0.000000000
## 
##                   sch
## sms_raw_train$type          No         Yes
##               ham  0.996393897 0.003606103
##               spam 1.000000000 0.000000000
## 
##                   semester
## sms_raw_train$type          No         Yes
##               ham  0.998058252 0.001941748
##               spam 1.000000000 0.000000000
## 
##                   yoga
## sms_raw_train$type         No        Yes
##               ham  0.99889043 0.00110957
##               spam 1.00000000 0.00000000
## 
##                   lovable
## sms_raw_train$type         No        Yes
##               ham  0.99778086 0.00221914
##               spam 1.00000000 0.00000000
## 
##                   juz
## sms_raw_train$type          No         Yes
##               ham  0.995839112 0.004160888
##               spam 1.000000000 0.000000000
## 
##                   dnt
## sms_raw_train$type         No        Yes
##               ham  0.99778086 0.00221914
##               spam 1.00000000 0.00000000
## 
##                   showing
## sms_raw_train$type         No        Yes
##               ham  0.99889043 0.00110957
##               spam 1.00000000 0.00000000
## 
##                   copy
## sms_raw_train$type          No         Yes
##               ham  0.998335645 0.001664355
##               spam 1.000000000 0.000000000
## 
##                   aiyo
## sms_raw_train$type          No         Yes
##               ham  0.998613037 0.001386963
##               spam 1.000000000 0.000000000
## 
##                   film
## sms_raw_train$type          No         Yes
##               ham  0.998335645 0.001664355
##               spam 0.998226950 0.001773050
## 
##                   hurts
## sms_raw_train$type          No         Yes
##               ham  0.998613037 0.001386963
##               spam 1.000000000 0.000000000
## 
##                   asks
## sms_raw_train$type          No         Yes
##               ham  0.999445215 0.000554785
##               spam 1.000000000 0.000000000
## 
##                   user
## sms_raw_train$type           No          Yes
##               ham  0.9997226075 0.0002773925
##               spam 0.9893617021 0.0106382979
## 
##                   wun
## sms_raw_train$type         No        Yes
##               ham  0.99889043 0.00110957
##               spam 1.00000000 0.00000000
## 
##                   conditions
## sms_raw_train$type          No         Yes
##               ham  1.000000000 0.000000000
##               spam 0.994680851 0.005319149
## 
##                   smiles
## sms_raw_train$type           No          Yes
##               ham  0.9991678225 0.0008321775
##               spam 1.0000000000 0.0000000000
## 
##                   arcade
## sms_raw_train$type          No         Yes
##               ham  1.000000000 0.000000000
##               spam 0.994680851 0.005319149
## 
##                   app
## sms_raw_train$type           No          Yes
##               ham  0.9997226075 0.0002773925
##               spam 0.9946808511 0.0053191489
## 
##                   crave
## sms_raw_train$type         No        Yes
##               ham  0.99778086 0.00221914
##               spam 1.00000000 0.00000000
## 
##                   eating
## sms_raw_train$type          No         Yes
##               ham  0.998058252 0.001941748
##               spam 1.000000000 0.000000000
## 
##                   dropped
## sms_raw_train$type          No         Yes
##               ham  0.998613037 0.001386963
##               spam 1.000000000 0.000000000
## 
##                   log
## sms_raw_train$type          No         Yes
##               ham  0.998613037 0.001386963
##               spam 0.989361702 0.010638298
## 
##                   argument
## sms_raw_train$type          No         Yes
##               ham  0.998613037 0.001386963
##               spam 1.000000000 0.000000000
## 
##                   kick
## sms_raw_train$type         No        Yes
##               ham  0.99889043 0.00110957
##               spam 0.99822695 0.00177305
## 
##                   wins
## sms_raw_train$type         No        Yes
##               ham  0.99889043 0.00110957
##               spam 0.99822695 0.00177305
## 
##                   cine
## sms_raw_train$type         No        Yes
##               ham  0.99889043 0.00110957
##               spam 1.00000000 0.00000000
## 
##                   hop
## sms_raw_train$type           No          Yes
##               ham  0.9991678225 0.0008321775
##               spam 1.0000000000 0.0000000000
## 
##                   jiu
## sms_raw_train$type           No          Yes
##               ham  0.9991678225 0.0008321775
##               spam 1.0000000000 0.0000000000
## 
##                   yan
## sms_raw_train$type           No          Yes
##               ham  0.9991678225 0.0008321775
##               spam 1.0000000000 0.0000000000
## 
##                   die
## sms_raw_train$type          No         Yes
##               ham  0.997226075 0.002773925
##               spam 1.000000000 0.000000000
## 
##                   guide
## sms_raw_train$type         No        Yes
##               ham  0.99889043 0.00110957
##               spam 1.00000000 0.00000000
## 
##                   monday
## sms_raw_train$type          No         Yes
##               ham  0.998335645 0.001664355
##               spam 1.000000000 0.000000000
## 
##                   tot
## sms_raw_train$type          No         Yes
##               ham  0.996948682 0.003051318
##               spam 1.000000000 0.000000000
## 
##                   laid
## sms_raw_train$type          No         Yes
##               ham  1.000000000 0.000000000
##               spam 0.994680851 0.005319149
## 
##                   locations
## sms_raw_train$type          No         Yes
##               ham  1.000000000 0.000000000
##               spam 0.992907801 0.007092199
## 
##                   nyt
## sms_raw_train$type          No         Yes
##               ham  0.998335645 0.001664355
##               spam 0.996453901 0.003546099
## 
##                   link
## sms_raw_train$type          No         Yes
##               ham  0.999445215 0.000554785
##               spam 0.992907801 0.007092199
## 
##                   selection
## sms_raw_train$type          No         Yes
##               ham  1.000000000 0.000000000
##               spam 0.994680851 0.005319149
## 
##                   menu
## sms_raw_train$type          No         Yes
##               ham  0.999445215 0.000554785
##               spam 0.998226950 0.001773050
## 
##                   future
## sms_raw_train$type           No          Yes
##               ham  0.9991678225 0.0008321775
##               spam 0.9946808511 0.0053191489
## 
##                   joy
## sms_raw_train$type          No         Yes
##               ham  0.998613037 0.001386963
##               spam 1.000000000 0.000000000
## 
##                   match
## sms_raw_train$type          No         Yes
##               ham  0.998890430 0.001109570
##               spam 0.992907801 0.007092199
## 
##                   nvm
## sms_raw_train$type           No          Yes
##               ham  0.9991678225 0.0008321775
##               spam 1.0000000000 0.0000000000
## 
##                   surfing
## sms_raw_train$type         No        Yes
##               ham  0.99889043 0.00110957
##               spam 1.00000000 0.00000000
## 
##                   girlfrnd
## sms_raw_train$type           No          Yes
##               ham  0.9991678225 0.0008321775
##               spam 1.0000000000 0.0000000000
## 
##                   lift
## sms_raw_train$type          No         Yes
##               ham  0.998335645 0.001664355
##               spam 1.000000000 0.000000000
## 
##                   meaning
## sms_raw_train$type          No         Yes
##               ham  0.998613037 0.001386963
##               spam 1.000000000 0.000000000
## 
##                   police
## sms_raw_train$type          No         Yes
##               ham  0.999445215 0.000554785
##               spam 0.998226950 0.001773050
## 
##                   project
## sms_raw_train$type          No         Yes
##               ham  0.997226075 0.002773925
##               spam 1.000000000 0.000000000
## 
##                   imma
## sms_raw_train$type           No          Yes
##               ham  0.9991678225 0.0008321775
##               spam 1.0000000000 0.0000000000
## 
##                   december
## sms_raw_train$type          No         Yes
##               ham  1.000000000 0.000000000
##               spam 0.992907801 0.007092199
## 
##                   str
## sms_raw_train$type           No          Yes
##               ham  0.9991678225 0.0008321775
##               spam 0.9982269504 0.0017730496
## 
##                   member
## sms_raw_train$type          No         Yes
##               ham  0.999445215 0.000554785
##               spam 0.992907801 0.007092199
## 
##                   callers
## sms_raw_train$type           No          Yes
##               ham  0.9991678225 0.0008321775
##               spam 1.0000000000 0.0000000000
## 
##                   callertune
## sms_raw_train$type           No          Yes
##               ham  0.9991678225 0.0008321775
##               spam 1.0000000000 0.0000000000
## 
##                   melle
## sms_raw_train$type          No         Yes
##               ham  0.999445215 0.000554785
##               spam 1.000000000 0.000000000
## 
##                   wishes
## sms_raw_train$type         No        Yes
##               ham  0.99889043 0.00110957
##               spam 1.00000000 0.00000000
## 
##                   eyes
## sms_raw_train$type          No         Yes
##               ham  0.998613037 0.001386963
##               spam 1.000000000 0.000000000
## 
##                   italian
## sms_raw_train$type          No         Yes
##               ham  0.999445215 0.000554785
##               spam 1.000000000 0.000000000
## 
##                   marriage
## sms_raw_train$type           No          Yes
##               ham  0.9991678225 0.0008321775
##               spam 1.0000000000 0.0000000000
## 
##                   picking
## sms_raw_train$type          No         Yes
##               ham  0.998613037 0.001386963
##               spam 1.000000000 0.000000000
## 
##                   fantastic
## sms_raw_train$type          No         Yes
##               ham  0.999445215 0.000554785
##               spam 0.989361702 0.010638298
## 
##                   space
## sms_raw_train$type          No         Yes
##               ham  0.998890430 0.001109570
##               spam 0.996453901 0.003546099
## 
##                   askin
## sms_raw_train$type         No        Yes
##               ham  0.99889043 0.00110957
##               spam 1.00000000 0.00000000
## 
##                   rent
## sms_raw_train$type         No        Yes
##               ham  0.99778086 0.00221914
##               spam 1.00000000 0.00000000
## 
##                   httpwwwurawinner
## sms_raw_train$type          No         Yes
##               ham  1.000000000 0.000000000
##               spam 0.991134752 0.008865248
## 
##                   ugh
## sms_raw_train$type         No        Yes
##               ham  0.99778086 0.00221914
##               spam 1.00000000 0.00000000
## 
##                   weight
## sms_raw_train$type           No          Yes
##               ham  0.9991678225 0.0008321775
##               spam 1.0000000000 0.0000000000
## 
##                   forever
## sms_raw_train$type         No        Yes
##               ham  0.99778086 0.00221914
##               spam 1.00000000 0.00000000
## 
##                   april
## sms_raw_train$type         No        Yes
##               ham  0.99889043 0.00110957
##               spam 1.00000000 0.00000000
## 
##                   miracle
## sms_raw_train$type          No         Yes
##               ham  0.998613037 0.001386963
##               spam 1.000000000 0.000000000
## 
##                   sing
## sms_raw_train$type          No         Yes
##               ham  0.999445215 0.000554785
##               spam 1.000000000 0.000000000
## 
##                   gave
## sms_raw_train$type         No        Yes
##               ham  0.99778086 0.00221914
##               spam 1.00000000 0.00000000
## 
##                   page
## sms_raw_train$type         No        Yes
##               ham  0.99889043 0.00110957
##               spam 1.00000000 0.00000000
## 
##                   ppl
## sms_raw_train$type         No        Yes
##               ham  0.99889043 0.00110957
##               spam 1.00000000 0.00000000
## 
##                   loverboy
## sms_raw_train$type          No         Yes
##               ham  0.999445215 0.000554785
##               spam 1.000000000 0.000000000
## 
##                   travel
## sms_raw_train$type           No          Yes
##               ham  0.9991678225 0.0008321775
##               spam 1.0000000000 0.0000000000
## 
##                   rply
## sms_raw_train$type          No         Yes
##               ham  0.998890430 0.001109570
##               spam 0.991134752 0.008865248
## 
##                   derek
## sms_raw_train$type           No          Yes
##               ham  0.9991678225 0.0008321775
##               spam 1.0000000000 0.0000000000
## 
##                   damn
## sms_raw_train$type         No        Yes
##               ham  0.99889043 0.00110957
##               spam 1.00000000 0.00000000
## 
##                   king
## sms_raw_train$type           No          Yes
##               ham  0.9991678225 0.0008321775
##               spam 0.9964539007 0.0035460993
## 
##                   pleasure
## sms_raw_train$type          No         Yes
##               ham  0.998613037 0.001386963
##               spam 1.000000000 0.000000000
## 
##                   sura
## sms_raw_train$type          No         Yes
##               ham  0.998613037 0.001386963
##               spam 1.000000000 0.000000000
## 
##                   ringtones
## sms_raw_train$type          No         Yes
##               ham  1.000000000 0.000000000
##               spam 0.994680851 0.005319149
## 
##                   xchat
## sms_raw_train$type          No         Yes
##               ham  1.000000000 0.000000000
##               spam 0.994680851 0.005319149
## 
##                   records
## sms_raw_train$type          No         Yes
##               ham  1.000000000 0.000000000
##               spam 0.991134752 0.008865248
## 
##                   yrs
## sms_raw_train$type          No         Yes
##               ham  1.000000000 0.000000000
##               spam 0.992907801 0.007092199
## 
##                   study
## sms_raw_train$type          No         Yes
##               ham  0.998335645 0.001664355
##               spam 1.000000000 0.000000000
## 
##                   frens
## sms_raw_train$type          No         Yes
##               ham  0.998058252 0.001941748
##               spam 1.000000000 0.000000000
## 
##                   revealed
## sms_raw_train$type          No         Yes
##               ham  1.000000000 0.000000000
##               spam 0.992907801 0.007092199
## 
##                   amazing
## sms_raw_train$type           No          Yes
##               ham  0.9997226075 0.0002773925
##               spam 0.9964539007 0.0035460993
## 
##                   quote
## sms_raw_train$type           No          Yes
##               ham  0.9991678225 0.0008321775
##               spam 1.0000000000 0.0000000000
## 
##                   urgnt
## sms_raw_train$type         No        Yes
##               ham  0.99889043 0.00110957
##               spam 1.00000000 0.00000000
## 
##                   current
## sms_raw_train$type           No          Yes
##               ham  0.9997226075 0.0002773925
##               spam 0.9964539007 0.0035460993
## 
##                   kallis
## sms_raw_train$type           No          Yes
##               ham  0.9991678225 0.0008321775
##               spam 1.0000000000 0.0000000000
## 
##                   interesting
## sms_raw_train$type           No          Yes
##               ham  0.9991678225 0.0008321775
##               spam 1.0000000000 0.0000000000
## 
##                   photo
## sms_raw_train$type          No         Yes
##               ham  0.998890430 0.001109570
##               spam 0.996453901 0.003546099
## 
##                   lik
## sms_raw_train$type           No          Yes
##               ham  0.9991678225 0.0008321775
##               spam 1.0000000000 0.0000000000
## 
##                   bluetooth
## sms_raw_train$type          No         Yes
##               ham  1.000000000 0.000000000
##               spam 0.991134752 0.008865248
## 
##                   stand
## sms_raw_train$type          No         Yes
##               ham  0.998613037 0.001386963
##               spam 1.000000000 0.000000000
## 
##                   ignore
## sms_raw_train$type           No          Yes
##               ham  0.9991678225 0.0008321775
##               spam 0.9982269504 0.0017730496
## 
##                   basically
## sms_raw_train$type           No          Yes
##               ham  0.9991678225 0.0008321775
##               spam 1.0000000000 0.0000000000
## 
##                   persons
## sms_raw_train$type          No         Yes
##               ham  0.998613037 0.001386963
##               spam 1.000000000 0.000000000
## 
##                   handset
## sms_raw_train$type          No         Yes
##               ham  1.000000000 0.000000000
##               spam 0.991134752 0.008865248
## 
##                   quoting
## sms_raw_train$type          No         Yes
##               ham  1.000000000 0.000000000
##               spam 0.994680851 0.005319149
## 
##                   standard
## sms_raw_train$type          No         Yes
##               ham  1.000000000 0.000000000
##               spam 0.994680851 0.005319149
## 
##                   voda
## sms_raw_train$type          No         Yes
##               ham  1.000000000 0.000000000
##               spam 0.994680851 0.005319149
## 
##                   report
## sms_raw_train$type          No         Yes
##               ham  0.999445215 0.000554785
##               spam 1.000000000 0.000000000
## 
##                   cell
## sms_raw_train$type          No         Yes
##               ham  0.998613037 0.001386963
##               spam 1.000000000 0.000000000
## 
##                   catch
## sms_raw_train$type         No        Yes
##               ham  0.99778086 0.00221914
##               spam 1.00000000 0.00000000
## 
##                   running
## sms_raw_train$type           No          Yes
##               ham  0.9991678225 0.0008321775
##               spam 1.0000000000 0.0000000000
## 
##                   figure
## sms_raw_train$type         No        Yes
##               ham  0.99778086 0.00221914
##               spam 1.00000000 0.00000000
## 
##                   yun
## sms_raw_train$type         No        Yes
##               ham  0.99889043 0.00110957
##               spam 1.00000000 0.00000000
## 
##                   plane
## sms_raw_train$type          No         Yes
##               ham  0.999445215 0.000554785
##               spam 1.000000000 0.000000000
## 
##                   ice
## sms_raw_train$type          No         Yes
##               ham  0.998613037 0.001386963
##               spam 1.000000000 0.000000000
## 
##                   jazz
## sms_raw_train$type          No         Yes
##               ham  0.999445215 0.000554785
##               spam 1.000000000 0.000000000
## 
##                   fren
## sms_raw_train$type          No         Yes
##               ham  0.999445215 0.000554785
##               spam 1.000000000 0.000000000
## 
##                   omw
## sms_raw_train$type         No        Yes
##               ham  0.99889043 0.00110957
##               spam 1.00000000 0.00000000
## 
##                   issues
## sms_raw_train$type           No          Yes
##               ham  0.9997226075 0.0002773925
##               spam 0.9982269504 0.0017730496
## 
##                   respond
## sms_raw_train$type          No         Yes
##               ham  0.999445215 0.000554785
##               spam 0.998226950 0.001773050
## 
##                   tea
## sms_raw_train$type          No         Yes
##               ham  0.998613037 0.001386963
##               spam 1.000000000 0.000000000
## 
##                   tick
## sms_raw_train$type          No         Yes
##               ham  0.999445215 0.000554785
##               spam 1.000000000 0.000000000
## 
##                   polyphonic
## sms_raw_train$type          No         Yes
##               ham  1.000000000 0.000000000
##               spam 0.994680851 0.005319149
## 
##                   accept
## sms_raw_train$type          No         Yes
##               ham  0.998613037 0.001386963
##               spam 1.000000000 0.000000000
## 
##                   scared
## sms_raw_train$type           No          Yes
##               ham  0.9991678225 0.0008321775
##               spam 1.0000000000 0.0000000000
## 
##                   students
## sms_raw_train$type           No          Yes
##               ham  0.9991678225 0.0008321775
##               spam 1.0000000000 0.0000000000
## 
##                   naughty
## sms_raw_train$type          No         Yes
##               ham  0.998613037 0.001386963
##               spam 1.000000000 0.000000000
## 
##                   sport
## sms_raw_train$type         No        Yes
##               ham  1.00000000 0.00000000
##               spam 0.99822695 0.00177305
## 
##                   places
## sms_raw_train$type           No          Yes
##               ham  0.9991678225 0.0008321775
##               spam 1.0000000000 0.0000000000
## 
##                   pleased
## sms_raw_train$type          No         Yes
##               ham  0.999445215 0.000554785
##               spam 0.996453901 0.003546099
## 
##                   hotel
## sms_raw_train$type          No         Yes
##               ham  0.999445215 0.000554785
##               spam 0.998226950 0.001773050
## 
##                   croydon
## sms_raw_train$type          No         Yes
##               ham  1.000000000 0.000000000
##               spam 0.994680851 0.005319149
## 
##                   rays
## sms_raw_train$type         No        Yes
##               ham  0.99889043 0.00110957
##               spam 1.00000000 0.00000000
## 
##                   umma
## sms_raw_train$type           No          Yes
##               ham  0.9991678225 0.0008321775
##               spam 1.0000000000 0.0000000000
## 
##                   worries
## sms_raw_train$type          No         Yes
##               ham  0.998613037 0.001386963
##               spam 1.000000000 0.000000000
## 
##                   giving
## sms_raw_train$type           No          Yes
##               ham  0.9991678225 0.0008321775
##               spam 1.0000000000 0.0000000000
## 
##                   roommate
## sms_raw_train$type          No         Yes
##               ham  0.999445215 0.000554785
##               spam 1.000000000 0.000000000
## 
##                   stock
## sms_raw_train$type           No          Yes
##               ham  0.9997226075 0.0002773925
##               spam 1.0000000000 0.0000000000
## 
##                   cartoon
## sms_raw_train$type           No          Yes
##               ham  0.9997226075 0.0002773925
##               spam 1.0000000000 0.0000000000
## 
##                   rem
## sms_raw_train$type          No         Yes
##               ham  0.999445215 0.000554785
##               spam 1.000000000 0.000000000
## 
##                   sunny
## sms_raw_train$type         No        Yes
##               ham  0.99889043 0.00110957
##               spam 1.00000000 0.00000000
## 
##                   sky
## sms_raw_train$type           No          Yes
##               ham  0.9997226075 0.0002773925
##               spam 0.9982269504 0.0017730496
## 
##                   confidence
## sms_raw_train$type          No         Yes
##               ham  0.999445215 0.000554785
##               spam 1.000000000 0.000000000
## 
##                   wer
## sms_raw_train$type           No          Yes
##               ham  0.9997226075 0.0002773925
##               spam 1.0000000000 0.0000000000
## 
##                   advice
## sms_raw_train$type           No          Yes
##               ham  0.9997226075 0.0002773925
##               spam 1.0000000000 0.0000000000
## 
##                   lacs
## sms_raw_train$type          No         Yes
##               ham  0.999445215 0.000554785
##               spam 1.000000000 0.000000000
## 
##                   indian
## sms_raw_train$type           No          Yes
##               ham  0.9997226075 0.0002773925
##               spam 1.0000000000 0.0000000000
## 
##                   ââèït
## sms_raw_train$type No
##               ham   1
##               spam  1
## 
##                   costå
## sms_raw_train$type No
##               ham   1
##               spam  1
## 
##                   callså
## sms_raw_train$type No
##               ham   1
##               spam  1
## 
##                   ââèïs
## sms_raw_train$type No
##               ham   1
##               spam  1
## 
##                   ââèïm
## sms_raw_train$type No
##               ham   1
##               spam  1
## 
##                   ââèïll
## sms_raw_train$type No
##               ham   1
##               spam  1
##  Evaluating model performance ----
sms_test_pred <- predict(sms_classifier, sms_test)

library(caret)
## Loading required package: lattice
## Loading required package: ggplot2
## 
## Attaching package: 'ggplot2'
## The following object is masked from 'package:NLP':
## 
##     annotate
confusionMatrix(sms_test_pred,sms_raw_test$type)
## Confusion Matrix and Statistics
## 
##           Reference
## Prediction  ham spam
##       ham  1201   28
##       spam    6  155
##                                         
##                Accuracy : 0.9755        
##                  95% CI : (0.966, 0.983)
##     No Information Rate : 0.8683        
##     P-Value [Acc > NIR] : < 2.2e-16     
##                                         
##                   Kappa : 0.8873        
##  Mcnemar's Test P-Value : 0.0003164     
##                                         
##             Sensitivity : 0.9950        
##             Specificity : 0.8470        
##          Pos Pred Value : 0.9772        
##          Neg Pred Value : 0.9627        
##              Prevalence : 0.8683        
##          Detection Rate : 0.8640        
##    Detection Prevalence : 0.8842        
##       Balanced Accuracy : 0.9210        
##                                         
##        'Positive' Class : ham           
## 
sms_classifier2 <- naiveBayes(sms_train, sms_raw_train$type, laplace = 1)
sms_test_pred2 <- predict(sms_classifier2, sms_test)
confusionMatrix(sms_test_pred2,sms_raw_test$type)
## Confusion Matrix and Statistics
## 
##           Reference
## Prediction  ham spam
##       ham  1202   30
##       spam    5  153
##                                           
##                Accuracy : 0.9748          
##                  95% CI : (0.9652, 0.9824)
##     No Information Rate : 0.8683          
##     P-Value [Acc > NIR] : < 2.2e-16       
##                                           
##                   Kappa : 0.8831          
##  Mcnemar's Test P-Value : 4.976e-05       
##                                           
##             Sensitivity : 0.9959          
##             Specificity : 0.8361          
##          Pos Pred Value : 0.9756          
##          Neg Pred Value : 0.9684          
##              Prevalence : 0.8683          
##          Detection Rate : 0.8647          
##    Detection Prevalence : 0.8863          
##       Balanced Accuracy : 0.9160          
##                                           
##        'Positive' Class : ham             
## 
# Accuracy 
mean(sms_test_pred2==sms_raw_test$type)
## [1] 0.9748201
# 82.086 %