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

Class MCTreeNode

java.lang.Object

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

All Implemented Interfaces:

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

Direct Known Subclasses:

MCTreeNodeLeaf

public class MCTreeNode
extends java.lang.Object
implements weka.classifiers.Classifier, ITreeClassifier, java.io.Serializable, java.lang.Iterable<MCTreeNode>

See Also:

Serialized Form

Field Summary

Fields

Modifier and Type	Field and Description
static java.util.concurrent.atomic.AtomicInteger	cacheRetrievals

Constructor Summary

Constructors

Constructor and Description
MCTreeNode(weka.classifiers.Classifier left, weka.classifiers.Classifier right, java.lang.String baseClassifier)
MCTreeNode(java.util.List<java.lang.Integer> containedClasses)
MCTreeNode(java.util.List<java.lang.Integer> containedClasses, EMCNodeType nodeType, weka.classifiers.Classifier baseClassifier)
MCTreeNode(java.util.List<java.lang.Integer> containedClasses, EMCNodeType nodeType, java.lang.String classifierID)

Method Summary

Modifier and Type	Method and Description
void	addChild(MCTreeNode newNode)
void	buildClassifier(weka.core.Instances data)
double	classifyInstance(weka.core.Instance instance)
static void	clearCache()
double[]	distributionForInstance(weka.core.Instance instance)
void	distributionForInstance(weka.core.Instance instance, double[] distribution)
weka.core.Capabilities	getCapabilities()
java.util.List<MCTreeNode>	getChildren()
weka.classifiers.Classifier	getClassifier()
static java.util.Map<java.lang.String,weka.classifiers.Classifier>	getClassifierCache()
java.util.Collection<java.lang.Integer>	getContainedClasses()
int	getDepthOfFirstCommonParent(java.util.List<java.lang.Integer> classes)
int	getHeight()
EMCNodeType	getNodeType()
boolean	isCompletelyConfigured()
java.util.Iterator<MCTreeNode>	iterator()
void	setBaseClassifier(weka.classifiers.Classifier classifier)
void	setNodeType(EMCNodeType nodeType)
java.lang.String	toString()
java.lang.String	toStringWithOffset()
java.lang.String	toStringWithOffset(java.lang.String offset)

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

Field Detail

cacheRetrievals

public static java.util.concurrent.atomic.AtomicInteger cacheRetrievals

Constructor Detail

MCTreeNode

public MCTreeNode(weka.classifiers.Classifier left,
                  weka.classifiers.Classifier right,
                  java.lang.String baseClassifier)

MCTreeNode

public MCTreeNode(java.util.List<java.lang.Integer> containedClasses)

MCTreeNode

public MCTreeNode(java.util.List<java.lang.Integer> containedClasses,
                  EMCNodeType nodeType,
                  java.lang.String classifierID)
           throws java.lang.Exception

Throws:

java.lang.Exception

MCTreeNode

public MCTreeNode(java.util.List<java.lang.Integer> containedClasses,
                  EMCNodeType nodeType,
                  weka.classifiers.Classifier baseClassifier)

Method Detail

getNodeType

public EMCNodeType getNodeType()

addChild

public void addChild(MCTreeNode newNode)

getChildren

public java.util.List<MCTreeNode> getChildren()

getContainedClasses

public java.util.Collection<java.lang.Integer> getContainedClasses()

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 ITreeClassifier

Specified by:

classifyInstance in interface weka.classifiers.Classifier

Throws:

java.lang.Exception

distributionForInstance

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

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()

Specified by:

getHeight in interface ITreeClassifier

getDepthOfFirstCommonParent

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

Specified by:

getDepthOfFirstCommonParent in interface ITreeClassifier

clearCache

public static void clearCache()

getClassifierCache

public static java.util.Map<java.lang.String,weka.classifiers.Classifier> getClassifierCache()

getClassifier

public weka.classifiers.Classifier getClassifier()

setBaseClassifier

public void setBaseClassifier(weka.classifiers.Classifier classifier)

setNodeType

public void setNodeType(EMCNodeType nodeType)

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)

iterator

public java.util.Iterator<MCTreeNode> iterator()

Specified by:

iterator in interface java.lang.Iterable<MCTreeNode>