it.uniroma2.sag.kelp.learningalgorithm.classification

Interface ClassificationLearningAlgorithm

All Superinterfaces:

LearningAlgorithm

All Known Implementing Classes:

BinaryCSvmClassification, BinaryNuSvmClassification, DCDLearningAlgorithm, KernelizedPassiveAggressiveClassification, KernelizedPerceptron, LibLinearLearningAlgorithm, LinearPassiveAggressiveClassification, LinearPerceptron, MultiLabelClassificationLearning, OneClassSvmClassification, OneVsAllLearning, OneVsOneLearning, PassiveAggressiveClassification, PegasosLearningAlgorithm, Perceptron

public interface ClassificationLearningAlgorithm
extends LearningAlgorithm

It is a generic Machine Learning algorithm for Classification tasks

Author:

Simone Filice

Method Summary

Methods

Modifier and Type	Method and Description
Classifier	getPredictionFunction() Returns the classifier learned during the training process

Methods inherited from interface it.uniroma2.sag.kelp.learningalgorithm.LearningAlgorithm

duplicate, getLabels, learn, reset, setLabels, setPredictionFunction

Method Detail

getPredictionFunction

Classifier getPredictionFunction()

Returns the classifier learned during the training process

Specified by:

getPredictionFunction in interface LearningAlgorithm

Returns:

the predictionFunction learned during the training process