Catalano.MachineLearning.Classification

Class MinimumMeanDistance

java.lang.Object

Catalano.MachineLearning.Classification.MinimumMeanDistance

All Implemented Interfaces:

IClassifier, java.lang.Cloneable

public class MinimumMeanDistance
extends java.lang.Object
implements IClassifier

Minimum Mean Distance classifier.

Constructor Summary

Constructors

Constructor and Description
MinimumMeanDistance() Initialize a new instance of the MinimumMeanDistance class.
MinimumMeanDistance(IDivergence divergence) Initialize a new instance of the MinimumMeanDistance class.

Method Summary

Modifier and Type	Method and Description
IClassifier	clone() Clone of the object.
void	Learn(DatasetClassification dataset) Learn from a dataset.
void	Learn(double[][] input, int[] output) Learn.
int	Predict(double[] feature) Predict.

Methods inherited from class java.lang.Object

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

Constructor Detail

MinimumMeanDistance

public MinimumMeanDistance()

Initialize a new instance of the MinimumMeanDistance class.

MinimumMeanDistance

public MinimumMeanDistance(IDivergence divergence)

Initialize a new instance of the MinimumMeanDistance class.

Parameters:

divergence - Divergence.

Method Detail

Learn

public void Learn(DatasetClassification dataset)

Description copied from interface: IClassifier

Learn from a dataset.

Specified by:

Learn in interface IClassifier

Parameters:

dataset - Dataset.

Learn

public void Learn(double[][] input,
                  int[] output)

Description copied from interface: IClassifier

Learn.

Specified by:

Learn in interface IClassifier

Parameters:

input - Matrix of features.

output - Labels.

Predict

public int Predict(double[] feature)

Description copied from interface: IClassifier

Predict.

Specified by:

Predict in interface IClassifier

Parameters:

feature - Feature.

Returns:

Label.

clone

public IClassifier clone()

Description copied from interface: IClassifier

Clone of the object.

Specified by:

clone in interface IClassifier

Overrides:

clone in class java.lang.Object

Returns:

A new copy of the object.