edu.ksu.cis.kdd.classifier.bayes.naive
Class NaiveBayes

java.lang.Object
  edu.ksu.cis.kdd.classifier.Classifier
      edu.ksu.cis.kdd.classifier.bayes.naive.NaiveBayes

public class NaiveBayes

extends Classifier

Note: Please, this is a very very outdated Naive Bayes classifier. It starts as my class project and it's been out of pace from the current infrastructure.

Note to self: Update this when you have time. Improve performance by doing log instead of simple logarithms.

Author:

Roby Joehanes

Field Summary

protected java.util.Hashtable	attrCounter
protected java.util.Hashtable	classAttrCounter

Fields inherited from class edu.ksu.cis.kdd.classifier.Classifier

classCounter, data, estimator

Constructor Summary

NaiveBayes()

Method Summary

java.lang.Object	build(Table tuples)
java.lang.Object	classify(Tuple tuple)
java.util.Hashtable	getAttrCounter() Returns the attrCounter.
java.util.Hashtable	getAttributeTable() Returns the attrCounter.
java.util.Hashtable	getClassAttrCounter() Returns the classAttrCounter.
java.util.Hashtable	getClassTable() Returns the classCounter.
Table	getData() Returns the data.
void	init()

Methods inherited from class edu.ksu.cis.kdd.classifier.Classifier

getClassSize, getClassTally, getEstimator, getTupleSize, setEstimator, tallyClassValues

Methods inherited from class java.lang.Object

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

Field Detail

attrCounter

protected java.util.Hashtable attrCounter

classAttrCounter

protected java.util.Hashtable classAttrCounter

Constructor Detail

NaiveBayes

public NaiveBayes()

Method Detail

build

public java.lang.Object build(Table tuples)

Specified by:

build in class Classifier

See Also:

edu.ksu.cis.kdd.data.Classifier#build(Table)

classify

public java.lang.Object classify(Tuple tuple)

Specified by:

classify in class Classifier

See Also:

edu.ksu.cis.kdd.data.Classifier#classify(Tuple)

getAttributeTable

public java.util.Hashtable getAttributeTable()

Returns the attrCounter.

Returns:

Hashtable

getClassTable

public java.util.Hashtable getClassTable()

Returns the classCounter.

Returns:

Hashtable

getData

public Table getData()

Returns the data.

Overrides:

getData in class Classifier

Returns:

Table

getAttrCounter

public java.util.Hashtable getAttrCounter()

Returns the attrCounter.

Returns:

Hashtable

getClassAttrCounter

public java.util.Hashtable getClassAttrCounter()

Returns the classAttrCounter.

Returns:

Hashtable

init

public void init()

Specified by:

init in class Classifier

See Also:

edu.ksu.cis.kdd.data.Classifier#init()