net.sf.textkit4j.classify.bayesian
Class BayesianClassifier

java.lang.Object
  net.sf.textkit4j.classify.bayesian.BayesianClassifier

All Implemented Interfaces:

Classifier

public class BayesianClassifier
extends java.lang.Object
implements Classifier

Implements the Classifier API using Bayes Theorem.

Constructor Summary

BayesianClassifier()

Method Summary

java.util.Collection<Classification>	classify(java.lang.String text) TODO.
void	trainToClassifyAs(java.lang.String category, java.lang.String text) Training simply involves tracking how many times a word is associated with a particular category, how many words observed in total, etc.

Methods inherited from class java.lang.Object

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

Constructor Detail

BayesianClassifier

public BayesianClassifier()

Method Detail

trainToClassifyAs

public void trainToClassifyAs(java.lang.String category,
                              java.lang.String text)

Training simply involves tracking how many times a word is associated with a particular category, how many words observed in total, etc.

Specified by:

trainToClassifyAs in interface Classifier

classify

public java.util.Collection<Classification> classify(java.lang.String text)

TODO.

Specified by:

classify in interface Classifier