Catalano.MachineLearning.Regression

Interface IRegression

All Superinterfaces:

java.lang.Cloneable

All Known Implementing Classes:

BaggingLearning, ExtremeLearningMachine, GradientBoostingTree, KNearestNeighbors, RadiusNearestNeighbors, RandomForest, RegressionTree

public interface IRegression
extends java.lang.Cloneable

The interface describe the predict of the regression.

Method Summary

Modifier and Type	Method and Description
IRegression	clone() Clone of the object.
void	Learn(DatasetRegression dataset) Learn.
void	Learn(double[][] input, double[] output) Learn.
double	Predict(double[] feature) Predict.

Method Detail

Learn

void Learn(DatasetRegression dataset)

Learn.

Parameters:

dataset - Dataset regression.

Learn

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

Learn.

Parameters:

input - Input.

output - Output.

Predict

double Predict(double[] feature)

Predict.

Parameters:

feature - Feature.

Returns:

Value.

clone

IRegression clone()

Clone of the object.

Returns:

A new copy of the object.