Catalano.MachineLearning.Classification

Interface IClassifier

All Superinterfaces:

java.lang.Cloneable

All Known Implementing Classes:

AdaBoost, DecisionTree, ExtremeLearningMachine, GradientBoostingTree, KNearestNeighbors, MinimumMeanDistance, MulticlassSupportVectorMachine, RadiusNearestNeighbors, RandomForest, SupportVectorMachine

public interface IClassifier
extends java.lang.Cloneable

The interface describe the predict of the classifier.

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.

Method Detail

Learn

void Learn(DatasetClassification dataset)

Learn from a dataset.

Parameters:

dataset - Dataset.

Learn

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

Learn.

Parameters:

input - Matrix of features.

output - Labels.

Predict

int Predict(double[] feature)

Predict.

Parameters:

feature - Feature.

Returns:

Label.

clone

IClassifier clone()

Clone of the object.

Returns:

A new copy of the object.