Package ai.libs.jaicore.ml.weka.classification.learner.reduction

Class MCTreeNode

java.lang.Object

ai.libs.jaicore.ml.weka.classification.learner.reduction.AMCTreeNode<java.lang.Integer>

ai.libs.jaicore.ml.weka.classification.learner.reduction.MCTreeNode

All Implemented Interfaces:

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

Direct Known Subclasses:

MCTreeNodeLeaf

public class MCTreeNode
extends AMCTreeNode<java.lang.Integer>
implements ITreeClassifier, java.lang.Iterable<MCTreeNode>

See Also:

Serialized Form

Field Summary

Fields

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

Constructor Summary

Constructors

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

Method Summary

Modifier and Type	Method	Description
void	addChild(MCTreeNode newNode)
void	buildClassifier(weka.core.Instances data)
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()
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 ai.libs.jaicore.ml.weka.classification.learner.reduction.AMCTreeNode

classifyInstance, getContainedClasses

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

Methods inherited from interface ai.libs.jaicore.ml.weka.classification.learner.reduction.ITreeClassifier

classifyInstance

Field Detail

cacheRetrievals

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

Constructor Detail

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()

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

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>