fr.lip6.classifier
Class ParzenClassifier<T>

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

Type Parameters:

T - type of input space

All Implemented Interfaces:

Classifier<T>, java.io.Serializable

public class ParzenClassifier<T>
extends java.lang.Object
implements Classifier<T>, java.io.Serializable

Classification tool using a Parzen window

Author:

dpicard

See Also:

Serialized Form

Constructor Summary

ParzenClassifier(Kernel<T> kernel)

Method Summary

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

Methods inherited from class java.lang.Object

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

Constructor Detail

ParzenClassifier

public ParzenClassifier(Kernel<T> kernel)

Method Detail

train

public void train(TrainingSample<T> t)

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>

Parameters:

t - the training sample

train

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

Description copied from interface: Classifier

Replace the current training and train the classifier

Specified by:

train in interface Classifier<T>

Parameters:

t - list of training samples

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>

Parameters:

e - example

Returns:

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