edu.cmu.minorthird.classify.multi
Class MultiClassifier

java.lang.Object
  edu.cmu.minorthird.classify.multi.MultiClassifier

All Implemented Interfaces:

Classifier, Visible, java.io.Serializable

Direct Known Subclasses:

TransformingMultiClassifier

public class MultiClassifier
extends java.lang.Object
implements Classifier, Visible, java.io.Serializable

Interface for a multi label classifier.

Author:

Cameron Williams

See Also:

Serialized Form

Field Summary

Classifier[]

classifiers

Constructor Summary

MultiClassifier(Classifier[] classifiers)

Method Summary

ClassLabel	classification(Instance instance) Give you the class label for the first dimension
java.lang.String	explain(Instance instance) Return some string that 'explains' the classification
Classifier[]	getClassifiers()
Explanation	getExplanation(Instance instance) Return an Explanation for the classification
int	getNumDim()
MultiClassLabel	multiLabelClassification(Instance instance) Returqn a predicted type for each element of the sequence.
Viewer	toGUI() Create a view of this object
java.lang.String	toString()

Methods inherited from class java.lang.Object

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

Field Detail

classifiers

public Classifier[] classifiers

Constructor Detail

MultiClassifier

public MultiClassifier(Classifier[] classifiers)

Method Detail

multiLabelClassification

public MultiClassLabel multiLabelClassification(Instance instance)

Returqn a predicted type for each element of the sequence.

getNumDim

public int getNumDim()

classification

public ClassLabel classification(Instance instance)

Give you the class label for the first dimension

Specified by:

classification in interface Classifier

explain

public java.lang.String explain(Instance instance)

Description copied from interface: Classifier

Return some string that 'explains' the classification

Specified by:

explain in interface Classifier

getExplanation

public Explanation getExplanation(Instance instance)

Description copied from interface: Classifier

Return an Explanation for the classification

Specified by:

getExplanation in interface Classifier

getClassifiers

public Classifier[] getClassifiers()

toString

public java.lang.String toString()

Overrides:

toString in class java.lang.Object

toGUI

public Viewer toGUI()

Description copied from interface: Visible

Create a view of this object

Specified by:

toGUI in interface Visible