ai.libs.jaicore.ml.classification.multiclass.reduction

Class MCTreeNodeLeaf

java.lang.Object

ai.libs.jaicore.ml.classification.multiclass.reduction.MCTreeNode

ai.libs.jaicore.ml.classification.multiclass.reduction.MCTreeNodeLeaf

All Implemented Interfaces:

ITreeClassifier, java.io.Serializable, java.lang.Iterable<MCTreeNode>, weka.classifiers.Classifier

public class MCTreeNodeLeaf
extends MCTreeNode

See Also:

Serialized Form

Field Summary

Fields inherited from class ai.libs.jaicore.ml.classification.multiclass.reduction.MCTreeNode

cacheRetrievals

Constructor Summary

Constructors

Constructor and Description
MCTreeNodeLeaf(int classIndex)

Method Summary

Modifier and Type	Method and Description
void	addChild(MCTreeNode newNode)
void	buildClassifier(weka.core.Instances data)
double	classifyInstance(weka.core.Instance instance)
double[]	distributionForInstance(weka.core.Instance instance)
void	distributionForInstance(weka.core.Instance instance, double[] distribution)
weka.core.Capabilities	getCapabilities()
int	getHeight()
boolean	isCompletelyConfigured()
java.lang.String	toString()
java.lang.String	toStringWithOffset(java.lang.String offset)

Methods inherited from class ai.libs.jaicore.ml.classification.multiclass.reduction.MCTreeNode

clearCache, getChildren, getClassifier, getClassifierCache, getContainedClasses, getDepthOfFirstCommonParent, getNodeType, iterator, setBaseClassifier, setNodeType, toStringWithOffset

Methods inherited from class java.lang.Object

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

Methods inherited from interface java.lang.Iterable

forEach, spliterator

Constructor Detail

MCTreeNodeLeaf

public MCTreeNodeLeaf(int classIndex)

Method Detail

addChild

public void addChild(MCTreeNode newNode)

Overrides:

addChild in class MCTreeNode

buildClassifier

public void buildClassifier(weka.core.Instances data)
                     throws java.lang.Exception

Specified by:

buildClassifier in interface weka.classifiers.Classifier

Overrides:

buildClassifier in class MCTreeNode

Throws:

java.lang.Exception

classifyInstance

public double classifyInstance(weka.core.Instance instance)
                        throws java.lang.Exception

Specified by:

classifyInstance in interface ITreeClassifier

Specified by:

classifyInstance in interface weka.classifiers.Classifier

Overrides:

classifyInstance in class MCTreeNode

Throws:

java.lang.Exception

distributionForInstance

public void distributionForInstance(weka.core.Instance instance,
                                    double[] distribution)
                             throws java.lang.Exception

Overrides:

distributionForInstance in class MCTreeNode

Throws:

java.lang.Exception

distributionForInstance

public double[] distributionForInstance(weka.core.Instance instance)
                                 throws java.lang.Exception

Specified by:

distributionForInstance in interface weka.classifiers.Classifier

Overrides:

distributionForInstance in class MCTreeNode

Throws:

java.lang.Exception

getHeight

public int getHeight()

Specified by:

getHeight in interface ITreeClassifier

Overrides:

getHeight in class MCTreeNode

getCapabilities

public weka.core.Capabilities getCapabilities()

Specified by:

getCapabilities in interface weka.classifiers.Classifier

Overrides:

getCapabilities in class MCTreeNode

toString

public java.lang.String toString()

Overrides:

toString in class MCTreeNode

isCompletelyConfigured

public boolean isCompletelyConfigured()

Overrides:

isCompletelyConfigured in class MCTreeNode

toStringWithOffset

public java.lang.String toStringWithOffset(java.lang.String offset)

Overrides:

toStringWithOffset in class MCTreeNode