com.github.pmerienne.trident.ml.nlp

Class TwitterSentimentClassifier

java.lang.Object

storm.trident.operation.BaseOperation

storm.trident.operation.BaseFunction

com.github.pmerienne.trident.ml.nlp.TwitterSentimentClassifier

All Implemented Interfaces:

Serializable, storm.trident.operation.EachOperation, storm.trident.operation.Function, storm.trident.operation.Operation

public class TwitterSentimentClassifier
extends storm.trident.operation.BaseFunction
implements Serializable

See Also:

Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
protected static class	TwitterSentimentClassifier.Builder

Field Summary

Fields

Modifier and Type	Field and Description
protected Classifier<Boolean>	classifier
protected TextFeaturesExtractor	featuresExtractor

Constructor Summary

Constructors

Constructor and Description
TwitterSentimentClassifier()

Method Summary

Methods

Modifier and Type	Method and Description
protected Boolean	classify(List<String> documentWords)
void	execute(storm.trident.tuple.TridentTuple tuple, storm.trident.operation.TridentCollector collector)

Methods inherited from class storm.trident.operation.BaseOperation

cleanup, prepare

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Methods inherited from interface storm.trident.operation.Operation

cleanup, prepare

Field Detail

featuresExtractor

protected TextFeaturesExtractor featuresExtractor

classifier

protected Classifier<Boolean> classifier

Constructor Detail

TwitterSentimentClassifier

public TwitterSentimentClassifier()

Method Detail

execute

public void execute(storm.trident.tuple.TridentTuple tuple,
           storm.trident.operation.TridentCollector collector)

Specified by:

execute in interface storm.trident.operation.Function

classify

protected Boolean classify(List<String> documentWords)