edu.cmu.minorthird.classify.transform
Class TransformingMultiClassifier

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

All Implemented Interfaces:

Classifier, Visible, java.io.Serializable

public class TransformingMultiClassifier
extends MultiClassifier
implements Visible, java.io.Serializable

Author:

Cameron Williams Date: October 11, 2005 Transforms each instance with and InstanceTransform and then uses a multiClassifier to classify the transformed instance

See Also:

Serialized Form

Field Summary

Fields inherited from class edu.cmu.minorthird.classify.multi.MultiClassifier

classifiers

Constructor Summary

TransformingMultiClassifier(MultiClassifier multiClassifier, AbstractInstanceTransform transformer)

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
AbstractInstanceTransform	getTransform()
MultiClassLabel	multiLabelClassification(Instance instance) Returqn a predicted type for each element of the sequence.
Viewer	toGUI() Create a view of this object

Methods inherited from class edu.cmu.minorthird.classify.multi.MultiClassifier

getNumDim, toString

Methods inherited from class java.lang.Object

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

Constructor Detail

TransformingMultiClassifier

public TransformingMultiClassifier(MultiClassifier multiClassifier,
                                   AbstractInstanceTransform transformer)

Method Detail

getTransform

public AbstractInstanceTransform getTransform()

getClassifiers

public Classifier[] getClassifiers()

Overrides:

getClassifiers in class MultiClassifier

multiLabelClassification

public MultiClassLabel multiLabelClassification(Instance instance)

Description copied from class: MultiClassifier

Returqn a predicted type for each element of the sequence.

Overrides:

multiLabelClassification in class MultiClassifier

classification

public ClassLabel classification(Instance instance)

Description copied from class: MultiClassifier

Give you the class label for the first dimension

Specified by:

classification in interface Classifier

Overrides:

classification in class MultiClassifier

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

Overrides:

explain in class MultiClassifier

getExplanation

public Explanation getExplanation(Instance instance)

Description copied from interface: Classifier

Return an Explanation for the classification

Specified by:

getExplanation in interface Classifier

Overrides:

getExplanation in class MultiClassifier

toGUI

public Viewer toGUI()

Description copied from interface: Visible

Create a view of this object

Specified by:

toGUI in interface Visible

Overrides:

toGUI in class MultiClassifier