keel.Algorithms.Neural_Networks.NNEP_Regr.neuralnet

Class NeuralNetRegressor

java.lang.Object

keel.Algorithms.Neural_Networks.NNEP_Common.neuralnet.AbstractNeuralNet

keel.Algorithms.Neural_Networks.NNEP_Regr.neuralnet.NeuralNetRegressor

All Implemented Interfaces:

INeuralNet, IRegressor

Direct Known Subclasses:

MSEOptimizablePUNeuralNetRegressor, MSEOptimizableSigmNeuralNetRegressor

public class NeuralNetRegressor
extends AbstractNeuralNet
implements IRegressor

Neural net used as a regressor

Since:

JDK1.5

Version:

0.1

Author:

Written by Pedro Antonio Gutierrez Penia (University of Cordoba) 16/7/2007, Written by Aaron Ruiz Mora (University of Cordoba) 16/7/2007

Field Summary

Fields inherited from class keel.Algorithms.Neural_Networks.NNEP_Common.neuralnet.AbstractNeuralNet

hiddenLayers, inputLayer, outputLayer, XML

Constructor Summary

Constructors

Constructor and Description
NeuralNetRegressor() Empty constructor

Method Summary

Modifier and Type	Method and Description
double	operate(double[] inputs) Estimates output value of a observation, through its inputs values
double[]	operate(double[][] inputs) Estimates output values of a set of observations, through their inputs values

Methods inherited from class keel.Algorithms.Neural_Networks.NNEP_Common.neuralnet.AbstractNeuralNet

addHlayer, copy, equals, getHlayer, getInputLayer, getNofhlayers, getNofhneurons, getNoflinks, getOutputLayer, hashCode, keepRelevantLinks, linksEmpty, linksFull, neuronsEmpty, neuronsFull, setInputLayer, setOutputLayer, toString

Methods inherited from class java.lang.Object

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

Constructor Detail

NeuralNetRegressor

public NeuralNetRegressor()

Empty constructor

Method Detail

operate

public double operate(double[] inputs)

Estimates output value of a observation, through its inputs values

Specified by:

operate in interface IRegressor

Parameters:

inputs - Double array with all inputs of the observation

Returns:

double Output of the regressor for these inputs

operate

public double[] operate(double[][] inputs)

Estimates output values of a set of observations, through their inputs values

Specified by:

operate in interface IRegressor

Parameters:

inputs - Double matrix with all inputs of all observations

Returns:

double[] Output values of the regressor for all observation inputs