Package weka.classifiers.trees.j48

Class GainRatioSplitCrit

java.lang.Object

weka.classifiers.trees.j48.SplitCriterion

weka.classifiers.trees.j48.EntropyBasedSplitCrit

weka.classifiers.trees.j48.GainRatioSplitCrit

All Implemented Interfaces:

Serializable, RevisionHandler

public final class GainRatioSplitCrit
extends EntropyBasedSplitCrit

Class for computing the gain ratio for a given distribution.

Version:

$Revision$

Author:

Eibe Frank (eibe@cs.waikato.ac.nz)

See Also:

Serialized Form

Constructor Summary

Constructors

Constructor	Description
GainRatioSplitCrit()

Method Summary

Modifier and Type	Method	Description
String	getRevision()	Returns the revision string.
double	splitCritValue(Distribution bags)	This method is a straightforward implementation of the gain ratio criterion for the given distribution.
double	splitCritValue(Distribution bags, double totalnoInst, double numerator)	This method computes the gain ratio in the same way C4.5 does.

Methods inherited from class weka.classifiers.trees.j48.EntropyBasedSplitCrit

lnFunc, newEnt, oldEnt, splitEnt

Methods inherited from class weka.classifiers.trees.j48.SplitCriterion

splitCritValue, splitCritValue, splitCritValue

Methods inherited from class java.lang.Object

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

Constructor Detail

GainRatioSplitCrit

public GainRatioSplitCrit()

Method Detail

splitCritValue

public final double splitCritValue(Distribution bags)

This method is a straightforward implementation of the gain ratio criterion for the given distribution.

Overrides:

splitCritValue in class SplitCriterion

Returns:

value of splitting criterion. 0 by default

splitCritValue

public final double splitCritValue(Distribution bags,
                                   double totalnoInst,
                                   double numerator)

This method computes the gain ratio in the same way C4.5 does.

Parameters:

bags - the distribution

totalnoInst - the weight of ALL instances

numerator - the info gain

getRevision

public String getRevision()

Returns the revision string.

Returns:

the revision