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

Class MCTreeNodeReD

java.lang.Object

ai.libs.jaicore.ml.classification.multiclass.reduction.AMCTreeNode<java.lang.String>

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 AMCTreeNode<java.lang.String>

See Also:

Serialized Form

Field Summary

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

containedClasses

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(MCTreeNodeReD copy)
	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[]	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 ai.libs.jaicore.ml.classification.multiclass.reduction.AMCTreeNode

classifyInstance

Methods inherited from class java.lang.Object

clone, 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

public MCTreeNodeReD(MCTreeNodeReD copy)
              throws java.lang.Exception

Throws:

java.lang.Exception

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.

Overrides:

getContainedClasses in class AMCTreeNode<java.lang.String>

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

Throws:

java.lang.Exception

distributionForInstance

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

Throws:

java.lang.Exception

getCapabilities

public weka.core.Capabilities getCapabilities()

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)