javax.visrec.ml.classification

Class EnsambleClassifier<T,R>

java.lang.Object

javax.visrec.ml.classification.EnsambleClassifier<T,R>

Type Parameters:

T - The input type which is to be classified.

R - Return type of the classifier.

All Implemented Interfaces:

Classifier<T,R>

public final class EnsambleClassifier<T,R>
extends Object
implements Classifier<T,R>

EnsambleClassifier is a group of classifiers that provide common classification result, which gives better accuracy then each individual classifier. Usually average or most frequent answer is used as a final result.

Since:

1.0

Author:

Zoran Sevarac

Constructor Summary

Constructors

Constructor and Description
EnsambleClassifier()

Method Summary

Modifier and Type	Method and Description
void	addClassifier(String classifierId, Classifier<T,R> classifier)
Map<R,Float>	classify(T input) Classifies specified instance and returns classification results as map with class names and corresponding classification scores.
Classifier	getClassifier(String classiferId)
void	remove(String classifierId)

Methods inherited from class java.lang.Object

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

Constructor Detail

EnsambleClassifier

public EnsambleClassifier()

Method Detail

classify

public Map<R,Float> classify(T input)

Description copied from interface: Classifier

Classifies specified instance and returns classification results as map with class names and corresponding classification scores.

Specified by:

classify in interface Classifier<T,R>

Parameters:

input - some instance to classify

Returns:

classification results for the specified instance

addClassifier

public void addClassifier(String classifierId,
                          Classifier<T,R> classifier)

getClassifier

public Classifier getClassifier(String classiferId)

remove

public void remove(String classifierId)