weka.classifiers.trees.m5

Interface SplitEvaluate

All Known Implementing Classes:

CorrelationSplitInfo, YongSplitInfo

public interface SplitEvaluate

Interface for objects that determine a split point on an attribute

Version:

$Revision: 8034 $

Author:

Mark Hall (mhall@cs.waikato.ac.nz)

Method Summary

Methods

Modifier and Type	Method and Description
void	attrSplit(int attr, Instances inst) Finds the best splitting point for an attribute in the instances
SplitEvaluate	copy() makes a copy of the SplitEvaluate object
double	maxImpurity() Returns the impurity of this split
int	position() Returns the position of the split in the sorted values.
int	splitAttr() Returns the attribute used in this split
double	splitValue() Returns the split value

Method Detail

copy

SplitEvaluate copy()
                   throws Exception

makes a copy of the SplitEvaluate object

Returns:

a copy of the object

Throws:

Exception

attrSplit

void attrSplit(int attr,
             Instances inst)
               throws Exception

Finds the best splitting point for an attribute in the instances

Parameters:

attr - the splitting attribute

inst - the instances

Throws:

Exception - if something goes wrong

maxImpurity

double maxImpurity()

Returns the impurity of this split

Returns:

the impurity of this split

position

int position()

Returns the position of the split in the sorted values. -1 indicates that a split could not be found.

Returns:

an int value

splitAttr

int splitAttr()

Returns the attribute used in this split

Returns:

the attribute used in this split

splitValue

double splitValue()

Returns the split value

Returns:

the split value