public final Class EnsambleClassifier<T, R>

Class Inheritance

extends Object
implements Classifier<T, R>

java.lang.Object
javax.visrec.ml.classification.EnsambleClassifier

All Implemented Interfaces

javax.visrec.ml.classification.Classifier

Type Parameters

<T>: The input type which is to be classified.
<R>: Return type of the classifier.

Imports

java.util.ArrayList, .HashMap, .List, .Map

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

Field Summary

Modifier and Type	Field and Description
private final Map<String, Classifier<T, R>>	classifiers

Constructor Summary

Access	Constructor and Description
public	EnsambleClassifier()

Method Summary

Modifier and Type	Method and Description
public EnsambleClassifier<T, R>	addClassifier(String classifierId, Classifier<T, R> classifier)
public R	classify(T some instance to classify input) Implements javax.visrec.ml.classification.Classifier.classify. Classifies specified input instance of type T and returns classification results of type R.
public Classifier<T, R>	getClassifier(String classiferId)
public void	remove(String classifierId)

Inherited from java.lang.Object:: clone equals finalize getClass hashCode notify notifyAll toString wait wait wait

Field Detail

classifiers	back to summary
private final Map<String, Classifier<T, R>> classifiers

Constructor Detail

EnsambleClassifier	back to summary
public EnsambleClassifier()

Method Detail

addClassifier	back to summary
public EnsambleClassifier<T, R> addClassifier(String classifierId, Classifier<T, R> classifier)

classify	back to summary
public R classify(T input) Implements javax.visrec.ml.classification.Classifier.classify. Doc from javax.visrec.ml.classification.Classifier.classify. Classifies specified input instance of type T and returns classification results of type R. Parameters input:T some instance to classify Returns:R classification results for the specified instance Annotations @Override

classify

back to summary

public R classify(T input)

Implements javax.visrec.ml.classification.Classifier.classify.

Doc from javax.visrec.ml.classification.Classifier.classify.

Classifies specified input instance of type T and returns classification results of type R.

Parameters

input:T: some instance to classify

Returns:R

classification results for the specified instance

Annotations

@Override

getClassifier	back to summary
public Classifier<T, R> getClassifier(String classiferId)

remove	back to summary
public void remove(String classifierId)