org.openimaj.experiment.evaluation.classification

Interface Classifier<CLASS,OBJECT>

Type Parameters:

CLASS - Type of classes

OBJECT - Type of objects

All Known Subinterfaces:

Annotator<OBJECT,ANNOTATION>, SentimentAnnotator<OBJECT,CLONETYPE>

All Known Implementing Classes:

AbstractAnnotator, AnnotatorFaceRecogniser, AudioAnnotator, BatchAnnotator, DenseLinearTransformAnnotator, EigenFaceRecogniser, EntityAnnotator, FaceRecogniser, FeatureCachingIncrementalBatchAnnotator, FisherFaceRecogniser, IncrementalAnnotator, IndependentPriorRandomAnnotator, InstanceCachingIncrementalBatchAnnotator, KNNAnnotator, LiblinearAnnotator, LinearSVMAnnotator, ModelAnnotator, MPQAToken, MPQATokenList, NaiveBayesAnnotator, NaiveBayesSentimentAnnotator, SVMAnnotator, TokenListSentimentAnnotator, TokenSentimentAnnotator, UniformRandomAnnotator, YagoEntityCandidateAnnotator, YagoEntityCompleteAnnotator, YagoEntityContextAnnotator

public interface Classifier<CLASS,OBJECT>

Interface describing a classifier. The Classifier class aims to be general enough to support binary classifiers, multi-label classifiers or even multi-class classifiers.

Author:

Jonathon Hare (jsh2@ecs.soton.ac.uk)

Method Summary

Methods

Modifier and Type	Method and Description
ClassificationResult<CLASS>	classify(OBJECT object) Classify an object.

Method Detail

classify

ClassificationResult<CLASS> classify(OBJECT object)

Classify an object.

Parameters:

object - the object to classify.

Returns:

classes and scores for the object.