Module Import alias Import alias Import alias Import alias Import alias Import alias Import alias Import alias ImportFrom alias ImportFrom alias alias Assign NameStore Str ClassDef bases body FunctionDef arguments args NameParam NameParam defaults body Assign AttributeStore NameLoad attr NameLoad Assign AttributeStore NameLoad attr SubscriptLoad NameLoad Index Str Assign AttributeStore NameLoad attr Call NameLoad BinOpAdd BinOpAdd SubscriptLoad SubscriptLoad NameLoad Index Str Index Str Str Call NameLoad SubscriptLoad SubscriptLoad NameLoad Index Str Index Str Assign AttributeStore NameLoad attr NameLoad Assign AttributeStore NameLoad attr NameLoad Assign AttributeStore NameLoad attr NameLoad Assign AttributeStore NameLoad attr NameLoad Assign AttributeStore NameLoad attr SubscriptLoad SubscriptLoad NameLoad Index Str Index Str Assign AttributeStore NameLoad attr SubscriptLoad SubscriptLoad NameLoad Index Str Index Str Assign AttributeStore NameLoad attr BinOpAdd SubscriptLoad SubscriptLoad NameLoad Index Str Index Str Str Assign AttributeStore NameLoad attr SubscriptLoad SubscriptLoad AttributeLoad NameLoad attr Index Str Index Str For NameStore SubscriptLoad SubscriptLoad AttributeLoad NameLoad attr Index Str Index Str body Assign AttributeStore NameLoad attr BinOpAdd AttributeLoad NameLoad attr SubscriptLoad NameLoad Index Str Assign AttributeStore NameLoad attr Str Assign AttributeStore NameLoad attr Num Assign AttributeStore NameLoad attr Dict Assign AttributeStore NameLoad attr Call NameLoad AttributeLoad NameLoad attr NameLoad decorator_list FunctionDef arguments args NameParam defaults body While NameLoad body Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr If CompareEq SubscriptLoad NameLoad Index Str Str body Assign SubscriptStore NameLoad Index Str SubscriptLoad NameLoad Index Str Expr Call AttributeLoad AttributeLoad NameLoad attr attr NameLoad If CompareEq Call NameLoad AttributeLoad NameLoad attr Num body Expr Call AttributeLoad AttributeLoad NameLoad attr attr Break orelse Expr Call AttributeLoad AttributeLoad NameLoad attr attr keyword Str keyword AttributeLoad NameLoad attr Continue orelse If CompareEq SubscriptLoad SubscriptLoad NameLoad Index Str Index Str Str body If CompareNotIn SubscriptLoad SubscriptLoad NameLoad Index Str Index Str AttributeLoad NameLoad attr body Assign SubscriptStore AttributeLoad NameLoad attr Index SubscriptLoad SubscriptLoad NameLoad Index Str Index Str Call NameLoad SubscriptLoad SubscriptLoad NameLoad Index Str Index Str AttributeLoad NameLoad attr Expr Call AttributeLoad SubscriptLoad AttributeLoad NameLoad attr Index SubscriptLoad SubscriptLoad NameLoad Index Str Index Str attr AttributeLoad NameLoad attr Assign AttributeStore NameLoad attr SubscriptLoad SubscriptLoad NameLoad Index Str Index Str If CompareEq AttributeLoad NameLoad attr NameLoad body Assign AttributeStore NameLoad attr Call AttributeLoad NameLoad attr Str NameLoad Assign AttributeStore NameLoad attr Call AttributeLoad NameLoad attr AttributeLoad NameLoad attr keyword Call AttributeLoad NameLoad attr Expr Call AttributeLoad NameLoad attr Assign AttributeStore NameLoad attr Call AttributeLoad NameLoad attr Str NameLoad Assign NameStore Call AttributeLoad NameLoad attr Str AttributeLoad AttributeLoad NameLoad attr attr Assign AttributeStore NameLoad attr Call AttributeLoad NameLoad attr AttributeLoad NameLoad attr keyword Call AttributeLoad NameLoad attr Assign NameStore Call AttributeLoad NameLoad attr AttributeLoad AttributeLoad NameLoad attr attr NameLoad For NameStore NameLoad body Assign NameStore AttributeLoad SubscriptLoad Call AttributeLoad Call AttributeLoad NameLoad attr attr Index Num attr Assign NameStore Dict For TupleStore NameStore NameStore Call NameLoad AttributeLoad NameLoad attr body Assign SubscriptStore NameLoad Index SubscriptLoad NameLoad Index Str AttributeLoad SubscriptLoad NameLoad Index NameLoad attr Assign NameStore Call AttributeLoad Call AttributeLoad AttributeLoad NameLoad attr attr NameLoad attr Str Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr NameLoad Assign SubscriptStore SubscriptLoad AttributeLoad NameLoad attr Index Str Index Str NameLoad Assign SubscriptStore SubscriptLoad AttributeLoad NameLoad attr Index Str Index Str NameLoad Expr Call AttributeLoad AttributeLoad NameLoad attr attr BinOpAdd BinOpAdd BinOpAdd BinOpAdd BinOpAdd Str NameLoad Str NameLoad Str Call NameLoad NameLoad Expr Call AttributeLoad AttributeLoad NameLoad attr attr keyword AttributeLoad NameLoad attr keyword AttributeLoad NameLoad attr keyword AttributeLoad NameLoad attr keyword SubscriptLoad AttributeLoad NameLoad attr Index Str Expr Call AttributeLoad AttributeLoad NameLoad attr attr NameLoad Dict Str Str Str AttributeLoad NameLoad attr Str Str Num Expr Call AttributeLoad AttributeLoad NameLoad attr attr Str decorator_list FunctionDef arguments args NameParam NameParam defaults body If SubscriptLoad NameLoad Index Str body Return Call AttributeLoad NameLoad attr SubscriptLoad NameLoad Index Str orelse Return Call AttributeLoad NameLoad attr SubscriptLoad NameLoad Index Str decorator_list FunctionDef arguments args NameParam NameParam NameParam defaults body Assign NameStore NameLoad If CompareNotEq NameLoad Str body Assign NameStore Call AttributeLoad NameLoad attr NameLoad orelse Assign NameStore Call NameLoad AttributeLoad NameLoad attr AttributeLoad NameLoad attr Assign NameStore Call AttributeLoad NameLoad attr Str keyword ListLoad Str Str Assign NameStore Call AttributeLoad NameLoad attr NameLoad NameLoad Expr Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr Str Assign NameStore Call AttributeLoad NameLoad attr NameLoad Assign NameStore ListLoad If CompareEq NameLoad Str body Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr keyword AttributeLoad NameLoad attr keyword AttributeLoad NameLoad attr keyword Dict Str Dict Str Dict Str ListLoad Str Str Assign NameStore SubscriptLoad NameLoad Index Str Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr keyword AttributeLoad NameLoad attr keyword AttributeLoad NameLoad attr keyword Dict Str Dict Str Dict Str ListLoad Str Str keyword NameLoad Assign NameStore SubscriptLoad SubscriptLoad NameLoad Index Str Index Str orelse If CompareEq NameLoad Str body Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr keyword AttributeLoad NameLoad attr keyword AttributeLoad NameLoad attr keyword Dict Str Dict Str Dict Str ListLoad Str Str Assign NameStore SubscriptLoad NameLoad Index Str Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr keyword AttributeLoad NameLoad attr keyword AttributeLoad NameLoad attr keyword Dict Str Dict Str Dict Str ListLoad Str Str keyword NameLoad Assign NameStore SubscriptLoad SubscriptLoad NameLoad Index Str Index Str orelse Assign AttributeStore NameLoad attr Call AttributeLoad AttributeLoad NameLoad attr attr keyword AttributeLoad NameLoad attr keyword AttributeLoad NameLoad attr keyword AttributeLoad NameLoad attr Assign NameStore ListLoad AttributeLoad NameLoad attr For NameStore NameLoad body TryExcept body Assign NameStore SubscriptLoad NameLoad Index Str Assign NameStore ListLoad Assign NameStore Str For NameStore AttributeLoad NameLoad attr body Expr Call AttributeLoad NameLoad attr Call AttributeLoad SubscriptLoad SubscriptLoad NameLoad Index Str Index SubscriptLoad NameLoad Index Str attr Str If CompareEq NameLoad Str body Assign NameStore Call AttributeLoad SubscriptLoad NameLoad Index Str attr Str Str orelse If CompareEq NameLoad Str body Assign NameStore Call AttributeLoad SubscriptLoad NameLoad Index Str attr Str Assign NameStore NameLoad For TupleStore NameStore NameStore Call NameLoad NameLoad body Assign NameStore SubscriptLoad AttributeLoad NameLoad attr Index NameLoad If CompareIs Call NameLoad NameLoad AttributeLoad NameLoad attr body Expr Call AttributeLoad NameLoad attr NameLoad Assign NameStore Call AttributeLoad NameLoad attr NameLoad BinOpAdd NameLoad ListLoad NameLoad Assign SubscriptStore NameLoad Index SubscriptLoad SubscriptLoad Call AttributeLoad Call AttributeLoad NameLoad attr attr Index Num Index Num Call AttributeLoad SubscriptLoad NameLoad Index Str attr Str Expr Call AttributeLoad NameLoad attr NameLoad handlers ExceptHandler body Expr Call AttributeLoad AttributeLoad NameLoad attr attr BinOpAdd BinOpAdd Str SubscriptLoad NameLoad Index Str Str Return NameLoad decorator_list FunctionDef arguments args NameParam defaults body For NameStore AttributeLoad AttributeLoad AttributeLoad NameLoad attr attr attr body Expr Call AttributeLoad AttributeLoad NameLoad attr attr BinOpMod Str TupleLoad AttributeLoad NameLoad attr Call NameLoad Lambda arguments args NameParam NameParam defaults BinOpAdd BinOpAdd NameLoad Str NameLoad ListComp NameLoad comprehension NameStore AttributeLoad NameLoad attr Assign NameStore ListLoad For NameStore AttributeLoad NameLoad attr body Assign NameStore AttributeLoad SubscriptLoad Call AttributeLoad Call AttributeLoad NameLoad attr attr Index Num attr Assign NameStore AttributeLoad SubscriptLoad NameLoad Index Num attr Assign NameStore Dict For TupleStore NameStore NameStore Call NameLoad AttributeLoad NameLoad attr body Assign SubscriptStore NameLoad Index SubscriptLoad NameLoad Index Str AttributeLoad SubscriptLoad NameLoad Index NameLoad attr Expr Call AttributeLoad NameLoad attr TupleLoad NameLoad NameLoad Expr Call AttributeLoad AttributeLoad NameLoad attr attr BinOpAdd BinOpAdd Str Call NameLoad Call NameLoad NameLoad Str Assign AttributeStore NameLoad attr Call AttributeLoad AttributeLoad NameLoad attr attr NameLoad Expr Call AttributeLoad AttributeLoad NameLoad attr attr Num decorator_list FunctionDef arguments args NameParam defaults body Assign NameStore Num Assign NameStore Num Assign NameStore Num Assign NameStore Num Assign NameStore Num Assign NameStore Num Assign NameStore Num Assign NameStore Num Assign AttributeStore NameLoad attr Call AttributeLoad NameLoad attr Str NameLoad Assign AttributeStore NameLoad attr Call AttributeLoad NameLoad attr Str AttributeLoad AttributeLoad NameLoad attr attr Assign AttributeStore NameLoad attr Call AttributeLoad NameLoad attr AttributeLoad NameLoad attr keyword Call AttributeLoad NameLoad attr Assign AttributeStore NameLoad attr Call AttributeLoad NameLoad attr AttributeLoad AttributeLoad NameLoad attr attr AttributeLoad NameLoad attr For NameStore AttributeLoad NameLoad attr body Assign NameStore AttributeLoad SubscriptLoad NameLoad Index Num attr Assign NameStore AttributeLoad SubscriptLoad Call AttributeLoad Call AttributeLoad NameLoad attr attr Index Num attr Assign NameStore Dict For TupleStore NameStore NameStore Call NameLoad AttributeLoad NameLoad attr body Assign SubscriptStore NameLoad Index SubscriptLoad NameLoad Index Str AttributeLoad SubscriptLoad NameLoad Index NameLoad attr If CompareEq AttributeLoad NameLoad attr NameLoad body Assign NameStore Call NameLoad AttributeLoad NameLoad attr Assign AttributeStore NameLoad attr Call AttributeLoad NameLoad attr NameLoad Expr Call AttributeLoad NameLoad attr Assign NameStore Call AttributeLoad Call AttributeLoad AttributeLoad NameLoad attr attr NameLoad attr Str Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr NameLoad If CompareEq NameLoad Str body AugAssignAdd NameStore Num If CompareEq NameLoad NameLoad body AugAssignAdd NameStore Num orelse AugAssignAdd NameStore Num If CompareEq NameLoad NameLoad body AugAssignAdd NameStore Num If CompareEq NameLoad Str body AugAssignAdd NameStore Num orelse AugAssignAdd NameStore Num Assign NameStore BinOpDiv BinOpMult Num NameLoad NameLoad Assign NameStore BinOpDiv BinOpMult Num NameLoad NameLoad Assign NameStore BinOpDiv BinOpMult BinOpMult Num NameLoad NameLoad BinOpAdd NameLoad NameLoad Assign NameStore BinOpDiv BinOpMult Num NameLoad NameLoad Assign NameStore BinOpDiv BinOpMult Num NameLoad NameLoad Assign NameStore BinOpDiv BinOpMult BinOpMult Num NameLoad NameLoad BinOpAdd NameLoad NameLoad Expr Call AttributeLoad AttributeLoad NameLoad attr attr BinOpAdd BinOpAdd Str Call NameLoad Call NameLoad NameLoad Num Str Expr Call AttributeLoad AttributeLoad NameLoad attr attr BinOpAdd BinOpAdd Str Call NameLoad Call NameLoad NameLoad Num Str Expr Call AttributeLoad AttributeLoad NameLoad attr attr BinOpAdd BinOpAdd Str Call NameLoad Call NameLoad NameLoad Num Str Expr Call AttributeLoad AttributeLoad NameLoad attr attr BinOpAdd BinOpAdd Str Call NameLoad Call NameLoad NameLoad Num Str Expr Call AttributeLoad AttributeLoad NameLoad attr attr BinOpAdd BinOpAdd Str Call NameLoad Call NameLoad NameLoad Num Str Expr Call AttributeLoad AttributeLoad NameLoad attr attr BinOpAdd BinOpAdd Str Call NameLoad Call NameLoad NameLoad Num Str decorator_list FunctionDef arguments args NameParam NameParam NameParam defaults body If CompareEq NameLoad Str body Expr Call AttributeLoad AttributeLoad NameLoad attr attr NameLoad NameLoad If CompareEq Call NameLoad AttributeLoad NameLoad attr Num body Expr Call AttributeLoad AttributeLoad NameLoad attr attr keyword Str keyword AttributeLoad NameLoad attr decorator_list decorator_list
N/A N/A csv N/A math N/A orange N/A sys N/A os.path N/A pickle N/A nltk N/A time elasticsearch Elasticsearch muppet DurableChannel RemoteChannel N/A __name__ classification_worker ClassificationWorker N/A N/A __init__ N/A N/A self config N/A N/A N/A N/A self config config N/A N/A self logger N/A config N/A logger N/A N/A self esClient N/A Elasticsearch N/A N/A N/A N/A config N/A elasticsearch N/A host : N/A str N/A N/A config N/A elasticsearch N/A port N/A N/A self trainD None N/A N/A self classifier None N/A N/A self phraseId None N/A N/A self phraseData None N/A N/A self processorIndex N/A N/A config N/A processor N/A index N/A N/A self processorType N/A N/A config N/A processor N/A type N/A N/A self processorPhraseType N/A N/A N/A config N/A processor N/A type __phrase N/A N/A self features N/A N/A N/A self config N/A generator N/A features N/A module N/A N/A N/A self config N/A processor N/A modules N/A N/A N/A self features N/A N/A self features N/A module N/A features N/A N/A self workerName bayzee.classification.worker N/A N/A self timeout 600000 N/A N/A self dispatchers N/A N/A N/A self worker N/A DurableChannel N/A self workerName config N/A classify N/A N/A self N/A N/A N/A True N/A N/A message N/A N/A N/A self worker receive N/A N/A N/A message N/A content kill N/A N/A N/A message N/A responseId N/A message N/A requestId N/A N/A N/A N/A self worker close message N/A N/A N/A len N/A self dispatchers 0 N/A N/A N/A N/A N/A self worker end N/A N/A N/A N/A N/A N/A self worker send content kill to N/A self workerName N/A N/A N/A N/A N/A N/A message N/A content N/A type classify N/A N/A N/A N/A N/A message N/A content N/A from N/A self dispatchers N/A N/A N/A N/A self dispatchers N/A N/A N/A message N/A content N/A from N/A RemoteChannel N/A N/A message N/A content N/A from N/A self config N/A N/A N/A N/A N/A self dispatchers N/A N/A N/A message N/A content N/A from listen N/A self unregisterDispatcher N/A N/A self phraseId N/A N/A message N/A content N/A phraseId N/A N/A N/A self classifier None N/A N/A N/A self trainD N/A N/A self __loadDataFromES train None N/A N/A self trainD N/A N/A orange Preprocessor_discretize N/A self trainD method N/A N/A orange EntropyDiscretization N/A N/A N/A self __train N/A N/A self trainD N/A N/A self __loadDataFromES train None N/A testD N/A N/A self __loadDataFromES test N/A N/A self trainD domain N/A N/A self trainD N/A N/A orange Preprocessor_discretize N/A self trainD method N/A N/A orange EntropyDiscretization N/A testD N/A N/A orange ExampleTable N/A N/A self trainD domain testD N/A row testD N/A N/A phrase N/A N/A N/A N/A N/A N/A row getmetas values N/A 0 value N/A featureSet N/A N/A N/A i feature N/A enumerate N/A self features N/A N/A N/A featureSet N/A N/A feature N/A name N/A N/A row N/A i value N/A prob N/A N/A N/A N/A N/A self classifier prob_classify featureSet prob 1 N/A classType N/A N/A N/A self classifier classify featureSet N/A N/A N/A N/A self phraseData N/A _source N/A prob prob N/A N/A N/A N/A self phraseData N/A _source N/A class_type classType N/A N/A N/A N/A self logger info N/A N/A N/A N/A N/A Classified ' phrase ' as  classType  with probability  N/A str prob N/A N/A N/A N/A self esClient index index N/A self processorIndex doc_type N/A self processorPhraseType id N/A self phraseId body N/A N/A self phraseData N/A _source N/A N/A N/A N/A self worker reply message N/A phraseId status type N/A self phraseId classified reply 120000000 N/A N/A N/A N/A self logger info Terminating classification worker N/A __getOrangeVariableForFeature N/A N/A self feature N/A N/A N/A N/A feature N/A isNumerical N/A N/A N/A N/A orange FloatVariable N/A feature N/A name N/A N/A N/A N/A orange EnumVariable N/A feature N/A name N/A __loadDataFromES N/A N/A self dataType domain N/A N/A N/A table None N/A N/A dataType train N/A N/A table N/A N/A orange ExampleTable domain N/A N/A attributes N/A map N/A self __getOrangeVariableForFeature N/A self features N/A classAttribute N/A N/A orange EnumVariable is_good values N/A 0 1 N/A domain N/A N/A orange Domain attributes classAttribute N/A N/A N/A domain addmeta N/A N/A orange newmetaid N/A N/A orange StringVariable phrase N/A table N/A N/A orange ExampleTable domain N/A phrases N/A N/A N/A dataType train N/A N/A phrasesCount N/A N/A N/A self esClient count index N/A self processorIndex doc_type N/A self processorPhraseType body N/A query N/A terms N/A is_training N/A 1 0 N/A size N/A phrasesCount N/A count N/A phrases N/A N/A N/A self esClient search index N/A self processorIndex doc_type N/A self processorPhraseType body N/A query N/A terms N/A is_training N/A 1 0 size size N/A phrases N/A N/A phrases N/A hits N/A hits N/A N/A N/A dataType holdout N/A N/A phraseCount N/A N/A N/A self esClient count index N/A self processorIndex doc_type N/A self processorPhraseType body N/A query N/A terms N/A is_holdout N/A 1 0 N/A size N/A phrasesCount N/A count N/A phrases N/A N/A N/A self esClient search index N/A self processorIndex doc_type N/A self processorPhraseType body N/A query N/A terms N/A is_holdout N/A 1 0 size size N/A phrases N/A N/A phrases N/A hits N/A hits N/A N/A N/A self phraseData N/A N/A N/A self esClient get index N/A self processorIndex doc_type N/A self processorPhraseType id N/A self phraseId N/A phrases N/A N/A self phraseData N/A row phrases N/A N/A N/A N/A row N/A row N/A _source N/A featureValues N/A N/A classType ? N/A feature N/A self features N/A N/A N/A N/A featureValues append N/A N/A N/A N/A row N/A features N/A N/A feature N/A name encode ascii N/A N/A dataType train N/A N/A classType N/A N/A N/A row N/A is_training encode ascii ignore N/A N/A N/A dataType holdout N/A N/A classType N/A N/A N/A row N/A is_holdout encode ascii N/A example None N/A N/A i featureValue N/A enumerate featureValues N/A N/A attr N/A N/A domain attributes N/A i N/A N/A N/A type attr N/A orange EnumVariable N/A N/A N/A N/A attr addValue featureValue N/A example N/A N/A orange Example domain N/A featureValues N/A classType N/A N/A example N/A N/A N/A N/A N/A N/A N/A domain getmetas items N/A 0 N/A 0 N/A N/A N/A row N/A phrase encode ascii N/A N/A N/A table append example N/A N/A N/A N/A N/A N/A N/A self logger error N/A N/A Error classifying phrase ' N/A row N/A phrase ' N/A table N/A __train N/A N/A self N/A N/A N/A a N/A N/A N/A self trainD domain attributes N/A N/A N/A N/A N/A self logger info N/A %s: %s N/A N/A a name N/A reduce N/A N/A N/A x y N/A N/A N/A x ,  y N/A i N/A i N/A a values N/A trainSet N/A N/A row N/A self trainD N/A N/A phrase N/A N/A N/A N/A N/A N/A row getmetas values N/A 0 value N/A classType N/A N/A row N/A -1 value N/A featureSet N/A N/A N/A i feature N/A enumerate N/A self features N/A N/A N/A featureSet N/A N/A feature N/A name N/A N/A row N/A i value N/A N/A N/A trainSet append N/A featureSet classType N/A N/A N/A N/A self logger info N/A N/A 
Training Naive Bayes Classifier with  N/A str N/A len trainSet  phrases... N/A N/A self classifier N/A N/A N/A nltk NaiveBayesClassifier train trainSet N/A N/A N/A N/A self classifier show_most_informative_features 50 N/A __calculateMeasures N/A N/A self N/A N/A N/A falsePositives 0 N/A falseNegatives 0 N/A truePositives 0 N/A trueNegatives 0 N/A totalPositives 0 N/A totalNegatives 0 N/A totalHoldOutGoodPhrases 0 N/A totalHoldOutBadPhrases 0 N/A N/A self trainD N/A N/A self __loadDataFromES train None N/A N/A self holdOutD N/A N/A self __loadDataFromES hold N/A N/A self trainD domain N/A N/A self trainD N/A N/A orange Preprocessor_discretize N/A self trainD method N/A N/A orange EntropyDiscretization N/A N/A self holdOutD N/A N/A orange ExampleTable N/A N/A self trainD domain N/A self holdOutD N/A row N/A self holdOutD N/A N/A actualClassType N/A N/A row N/A -1 value N/A phrase N/A N/A N/A N/A N/A N/A row getmetas values N/A 0 value N/A featureSet N/A N/A N/A i feature N/A enumerate N/A self features N/A N/A N/A featureSet N/A N/A feature N/A name N/A N/A row N/A i value N/A N/A N/A self classifier None N/A N/A classifierFile N/A open N/A self classifierFilePath N/A N/A self classifier N/A N/A pickle load classifierFile N/A N/A N/A classifierFile close N/A prob N/A N/A N/A N/A N/A self classifier prob_classify featureSet prob 1 N/A classType N/A N/A N/A self classifier classify featureSet N/A N/A classType 1 N/A N/A totalPositives 1 N/A N/A classType actualClassType N/A N/A truePositives 1 N/A N/A totalNegatives 1 N/A N/A classType actualClassType N/A N/A trueNegatives 1 N/A N/A actualClassType 1 N/A N/A totalHoldOutGoodPhrases 1 N/A N/A totalHoldOutBadPhrases 1 N/A precisionOfGood N/A N/A 100.0 truePositives totalPositives N/A recallOfGood N/A N/A 100.0 truePositives totalHoldOutGoodPhrases N/A fMeasureOfGood N/A N/A N/A 2.0 precisionOfGood recallOfGood N/A precisionOfGood recallOfGood N/A precisionOfBad N/A N/A 100.0 trueNegatives totalNegatives N/A recallOfBad N/A N/A 100.0 trueNegatives totalHoldOutBadPhrases N/A fMeasureOfBad N/A N/A N/A 2.0 precisionOfBad recallOfBad N/A precisionOfBad recallOfBad N/A N/A N/A N/A self logger info N/A N/A 
Precision of Good:  N/A str N/A round precisionOfGood 2 % N/A N/A N/A N/A self logger info N/A N/A Recall of Good:  N/A str N/A round recallOfGood 2 % N/A N/A N/A N/A self logger info N/A N/A Balanced F-measure of Good:  N/A str N/A round fMeasureOfGood 2 % N/A N/A N/A N/A self logger info N/A N/A Precision of Bad:  N/A str N/A round precisionOfBad 2 % N/A N/A N/A N/A self logger info N/A N/A Recall of Bad:  N/A str N/A round recallOfBad 2 % N/A N/A N/A N/A self logger info N/A N/A Balanced F-measure of Bad:  N/A str N/A round fMeasureOfBad 2 % N/A unregisterDispatcher N/A N/A self dispatcher message N/A N/A N/A N/A message dying N/A N/A N/A N/A N/A self dispatchers pop dispatcher None N/A N/A N/A len N/A self dispatchers 0 N/A N/A N/A N/A N/A self worker send content kill to N/A self workerName N/A N/A