moa.classifiers.trees

Class ORTO.SplitNode

java.lang.Object

moa.AbstractMOAObject

moa.classifiers.trees.ORTO.Node

moa.classifiers.trees.ORTO.InnerNode

moa.classifiers.trees.ORTO.SplitNode

All Implemented Interfaces:

Serializable, MOAObject

Enclosing class:

ORTO

public static class ORTO.SplitNode
extends ORTO.InnerNode

See Also:

Serialized Form

Field Summary

Fields

Modifier and Type	Field and Description
protected InstanceConditionalTest	splitTest

Fields inherited from class moa.classifiers.trees.ORTO.InnerNode

children, lossStatistics, PHmT, PHMT, previousWeight, weightSeen

Fields inherited from class moa.classifiers.trees.ORTO.Node

Adaptable, Alternate, alternateTree, ID, parent

Constructor Summary

Constructors

Constructor and Description
ORTO.SplitNode(InstanceConditionalTest splitTest, int id)

Method Summary

Methods

Modifier and Type	Method and Description
int	getNumSubtrees()
double[]	getPrediction(weka.core.Instance inst, ORTO tree)
int	instanceChildIndex(weka.core.Instance inst)
boolean	isLeaf()
double[]	processInstance(weka.core.Instance inst, ORTO tree)
void	setChild(int index, ORTO.Node child)

Methods inherited from class moa.classifiers.trees.ORTO.InnerNode

calcByteSize, calculateDetph, getAlternateTree, getChild, getChildIndex, numChildren, PageHinckleyTest, setAdaptable, setAlternate, setAlternateTree

Methods inherited from class moa.classifiers.trees.ORTO.Node

getDescription, getLevel, getParent, setParent

Methods inherited from class moa.AbstractMOAObject

copy, copy, measureByteSize, measureByteSize, toString

Methods inherited from class java.lang.Object

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

Field Detail

splitTest

protected InstanceConditionalTest splitTest

Constructor Detail

ORTO.SplitNode

public ORTO.SplitNode(InstanceConditionalTest splitTest,
              int id)

Method Detail

setChild

public void setChild(int index,
            ORTO.Node child)

Overrides:

setChild in class ORTO.InnerNode

instanceChildIndex

public int instanceChildIndex(weka.core.Instance inst)

isLeaf

public boolean isLeaf()

Overrides:

isLeaf in class ORTO.Node

getNumSubtrees

public int getNumSubtrees()

Overrides:

getNumSubtrees in class ORTO.Node

processInstance

public double[] processInstance(weka.core.Instance inst,
                       ORTO tree)

Overrides:

processInstance in class ORTO.Node

getPrediction

public double[] getPrediction(weka.core.Instance inst,
                     ORTO tree)

Overrides:

getPrediction in class ORTO.Node