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

Class MCTreeNodeReD

java.lang.Object

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

All Implemented Interfaces:

java.io.Serializable, weka.classifiers.Classifier

Direct Known Subclasses:

MCTreeMergeNode, MCTreeNodeReDLeaf

public class MCTreeNodeReD
extends java.lang.Object
implements weka.classifiers.Classifier, java.io.Serializable

See Also:

Serialized Form

Constructor Summary

Constructors

Modifier	Constructor and Description
protected	MCTreeNodeReD()
	MCTreeNodeReD(weka.classifiers.Classifier innerNodeClassifier, java.util.Collection<java.lang.String> leftChildClasses, weka.classifiers.Classifier leftChildClassifier, java.util.Collection<java.lang.String> rightChildClasses, weka.classifiers.Classifier rightChildClassifier)
	MCTreeNodeReD(weka.classifiers.Classifier innerNodeClassifier, java.util.List<java.util.Collection<java.lang.String>> childClasses, java.util.List<weka.classifiers.Classifier> childClassifier)
	MCTreeNodeReD(java.lang.String innerNodeClassifier, java.util.Collection<java.lang.String> leftChildClasses, weka.classifiers.Classifier leftChildClassifier, java.util.Collection<java.lang.String> rightChildClasses, weka.classifiers.Classifier rightChildClassifier)
	MCTreeNodeReD(java.lang.String innerNodeClassifier, java.util.Collection<java.lang.String> leftChildClasses, java.lang.String leftChildClassifier, java.util.Collection<java.lang.String> rightChildClasses, java.lang.String rightChildClassifier)

Method Summary

Modifier and Type	Method and Description
void	addChild(java.util.List<java.lang.String> childClasses, weka.classifiers.Classifier childClassifier)
void	buildClassifier(weka.core.Instances data)
double	classifyInstance(weka.core.Instance instance)
MCTreeNodeReD	clone()
double[]	distributionForInstance(weka.core.Instance instance)
weka.core.Capabilities	getCapabilities()
java.util.List<ai.libs.jaicore.ml.classification.multiclass.reduction.MCTreeNodeReD.ChildNode>	getChildren()
weka.classifiers.Classifier	getClassifier()
java.util.List<java.lang.String>	getContainedClasses() Get the classes contained in the leaves of this node.
int	getDepthOfFirstCommonParent(java.util.List<java.lang.String> classes)
int	getHeight()
boolean	isCompletelyConfigured()
void	setBaseClassifier(weka.classifiers.Classifier classifier)
java.lang.String	toString()
java.lang.String	toStringWithOffset()
java.lang.String	toStringWithOffset(java.lang.String offset)

Methods inherited from class java.lang.Object

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

Constructor Detail

MCTreeNodeReD

public MCTreeNodeReD(java.lang.String innerNodeClassifier,
                     java.util.Collection<java.lang.String> leftChildClasses,
                     java.lang.String leftChildClassifier,
                     java.util.Collection<java.lang.String> rightChildClasses,
                     java.lang.String rightChildClassifier)
              throws java.lang.Exception

Throws:

java.lang.Exception

MCTreeNodeReD

public MCTreeNodeReD(weka.classifiers.Classifier innerNodeClassifier,
                     java.util.Collection<java.lang.String> leftChildClasses,
                     weka.classifiers.Classifier leftChildClassifier,
                     java.util.Collection<java.lang.String> rightChildClasses,
                     weka.classifiers.Classifier rightChildClassifier)

MCTreeNodeReD

public MCTreeNodeReD(java.lang.String innerNodeClassifier,
                     java.util.Collection<java.lang.String> leftChildClasses,
                     weka.classifiers.Classifier leftChildClassifier,
                     java.util.Collection<java.lang.String> rightChildClasses,
                     weka.classifiers.Classifier rightChildClassifier)
              throws java.lang.Exception

Throws:

java.lang.Exception

MCTreeNodeReD

public MCTreeNodeReD(weka.classifiers.Classifier innerNodeClassifier,
                     java.util.List<java.util.Collection<java.lang.String>> childClasses,
                     java.util.List<weka.classifiers.Classifier> childClassifier)

MCTreeNodeReD

protected MCTreeNodeReD()

Method Detail

addChild

public void addChild(java.util.List<java.lang.String> childClasses,
                     weka.classifiers.Classifier childClassifier)

getChildren

public java.util.List<ai.libs.jaicore.ml.classification.multiclass.reduction.MCTreeNodeReD.ChildNode> getChildren()

Returns:

Returns a list of the child nodes of this node.

getContainedClasses

public java.util.List<java.lang.String> getContainedClasses()

Get the classes contained in the leaves of this node.

Returns:

Returns a collection of the contained class values contained in the leaves of this node.

isCompletelyConfigured

public boolean isCompletelyConfigured()

buildClassifier

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

Specified by:

buildClassifier in interface weka.classifiers.Classifier

Throws:

java.lang.Exception

classifyInstance

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

Specified by:

classifyInstance in interface weka.classifiers.Classifier

Throws:

java.lang.Exception

distributionForInstance

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

Specified by:

distributionForInstance in interface weka.classifiers.Classifier

Throws:

java.lang.Exception

getCapabilities

public weka.core.Capabilities getCapabilities()

Specified by:

getCapabilities in interface weka.classifiers.Classifier

getHeight

public int getHeight()

getDepthOfFirstCommonParent

public int getDepthOfFirstCommonParent(java.util.List<java.lang.String> classes)

getClassifier

public weka.classifiers.Classifier getClassifier()

setBaseClassifier

public void setBaseClassifier(weka.classifiers.Classifier classifier)

toString

public java.lang.String toString()

Overrides:

toString in class java.lang.Object

toStringWithOffset

public java.lang.String toStringWithOffset()

toStringWithOffset

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

clone

public MCTreeNodeReD clone()

Overrides:

clone in class java.lang.Object