it.uniroma2.sag.kelp.predictionfunction.classifier.multiclass

Class OneVsOneClassificationOutput

java.lang.Object

it.uniroma2.sag.kelp.predictionfunction.classifier.multiclass.OneVsOneClassificationOutput

All Implemented Interfaces:

ClassificationOutput, Prediction

public class OneVsOneClassificationOutput
extends Object
implements ClassificationOutput

Author:

Giuseppe Castellucci

Constructor Summary

Constructors

Constructor and Description
OneVsOneClassificationOutput()

Method Summary

Methods

Modifier and Type	Method and Description
void	addVotedPrediction(Label l, float score)
List<Label>	getAllClasses() Returns all the classes involved in the classification process (both predicted and not)
HashMap<Label,Integer>	getCounter()
HashMap<Label,Float>	getMaxMarginForLabel()
List<Label>	getPredictedClasses() Returns all the classes that the classifier has predicted
Float	getScore(Label label) Return the prediction score associated to a given label
boolean	isClassPredicted(Label label) Returns a boolean identifying the predicted membership to a specified class

Methods inherited from class java.lang.Object

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

Constructor Detail

OneVsOneClassificationOutput

public OneVsOneClassificationOutput()

Method Detail

addVotedPrediction

public void addVotedPrediction(Label l,
                      float score)

getCounter

public HashMap<Label,Integer> getCounter()

getMaxMarginForLabel

public HashMap<Label,Float> getMaxMarginForLabel()

getScore

public Float getScore(Label label)

Description copied from interface: Prediction

Return the prediction score associated to a given label

Specified by:

getScore in interface Prediction

Parameters:

label - the label whose associated score is required

Returns:

the score associated to a given label

isClassPredicted

public boolean isClassPredicted(Label label)

Description copied from interface: ClassificationOutput

Returns a boolean identifying the predicted membership to a specified class

Specified by:

isClassPredicted in interface ClassificationOutput

Parameters:

label - the class whose membership is required

Returns:

a boolean identifying the predicted membership to a specified class

getPredictedClasses

public List<Label> getPredictedClasses()

Description copied from interface: ClassificationOutput

Returns all the classes that the classifier has predicted

Specified by:

getPredictedClasses in interface ClassificationOutput

Returns:

the predicted classes

getAllClasses

public List<Label> getAllClasses()

Description copied from interface: ClassificationOutput

Returns all the classes involved in the classification process (both predicted and not)

Specified by:

getAllClasses in interface ClassificationOutput

Returns:

all the classes involved in the classification process (both predicted and not)