fr.lip6.classifier
Interface Classifier<T>

Type Parameters:

T -

All Known Implementing Classes:

DoublePegasosSVM, EnhancedSMOSVM, ParzenClassifier, PegasosSVM, SimpleMKL, SMOSVM

public interface Classifier<T>

Classifier interface that provides training and evaluation methods.

Author:

dpicard

Method Summary

void	train(java.util.ArrayList<TrainingSample<T>> l) Replace the current training and train the classifier
void	train(TrainingSample<T> t) Add a single example to the current training set and train the classifier
double	valueOf(T e) Computes the category of the provided example

Method Detail

train

void train(TrainingSample<T> t)

Add a single example to the current training set and train the classifier

Parameters:

t - the training sample

train

void train(java.util.ArrayList<TrainingSample<T>> l)

Replace the current training and train the classifier

Parameters:

l - list of training samples

valueOf

double valueOf(T e)

Computes the category of the provided example

Parameters:

e - example

Returns:

>0. if e belongs to the category, <0. if not.