mulan.transformations
Class BinaryRelevanceTransformation

java.lang.Object
  mulan.transformations.BinaryRelevanceTransformation

All Implemented Interfaces:

Serializable

public class BinaryRelevanceTransformation
extends Object
implements Serializable

Class that implements the binary relevance transformation

Version:

2012.05.30

Author:

Grigorios Tsoumakas

See Also:

Serialized Form

Constructor Summary

BinaryRelevanceTransformation(MultiLabelInstances data)
Constructor

Method Summary

Instance	transformInstance(Instance instance, int labelToKeep) Remove all label attributes except labelToKeep
static Instance	transformInstance(Instance instance, int[] labelIndices, int indexToKeep) Remove all label attributes except label at position indexToKeep
static Instances	transformInstances(Instances train, int[] labelIndices, int indexToKeep) Remove all label attributes except that at indexOfLabelToKeep
Instances	transformInstances(int labelToKeep) Remove all label attributes except labelToKeep

Methods inherited from class java.lang.Object

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

Constructor Detail

BinaryRelevanceTransformation

public BinaryRelevanceTransformation(MultiLabelInstances data)

Constructor

Parameters:

data - a multi-label dataset

Method Detail

transformInstance

public Instance transformInstance(Instance instance,
                                  int labelToKeep)

Remove all label attributes except labelToKeep

Parameters:

instance -

labelToKeep -

Returns:

transformed Instance

transformInstances

public Instances transformInstances(int labelToKeep)
                             throws Exception

Remove all label attributes except labelToKeep

Parameters:

labelToKeep -

Returns:

transformed Instances object

Throws:

Exception

transformInstances

public static Instances transformInstances(Instances train,
                                           int[] labelIndices,
                                           int indexToKeep)
                                    throws Exception

Remove all label attributes except that at indexOfLabelToKeep

Parameters:

train -

labelIndices -

indexToKeep -

Returns:

transformed Instances object

Throws:

Exception

transformInstance

public static Instance transformInstance(Instance instance,
                                         int[] labelIndices,
                                         int indexToKeep)

Remove all label attributes except label at position indexToKeep

Parameters:

instance -

labelIndices -

indexToKeep -

Returns:

transformed Instance