fr.lip6.classifier
Class BKM<T extends MLVector<?>>

java.lang.Object
  fr.lip6.classifier.BKM<T>

All Implemented Interfaces:

Classifier<T>

public class BKM<T extends MLVector<?>>
extends java.lang.Object
implements Classifier<T>

Constructor Summary

BKM(Kernel<T> k, int numberOfBarycenter)

Method Summary

T[]	getG()
double[]	getGY()
void	train(T[] e, int[] c) Replace the current training and train the classifier
void	train(T e, int c) Add a single example to the current training set and train the classifier
double	valueOf(T e) Computes the category of the provided example

Methods inherited from class java.lang.Object

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

Constructor Detail

BKM

public BKM(Kernel<T> k,
           int numberOfBarycenter)

Method Detail

train

public void train(T e,
                  int c)

Description copied from interface: Classifier

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

Specified by:

train in interface Classifier<T extends MLVector<?>>

Parameters:

e - example

c - category of the example

train

public void train(T[] e,
                  int[] c)

Description copied from interface: Classifier

Replace the current training and train the classifier

Specified by:

train in interface Classifier<T extends MLVector<?>>

Parameters:

e - the new training set

c - the array of categories associated with the examples, values in c must be -1 or 1

valueOf

public double valueOf(T e)

Description copied from interface: Classifier

Computes the category of the provided example

Specified by:

valueOf in interface Classifier<T extends MLVector<?>>

Parameters:

e - example

Returns:

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

getGY

public double[] getGY()

getG

public T[] getG()