Package com.actelion.research.calc.regression.neuralnetwork

Class NeuralNetworkRegression

java.lang.Object

com.actelion.research.calc.regression.ARegressionMethod<ParameterNeuralNetwork>

com.actelion.research.calc.regression.neuralnetwork.NeuralNetworkRegression

All Implemented Interfaces:

ICalculateModel, ICalculateYHat, java.lang.Comparable<NeuralNetworkRegression>

public class NeuralNetworkRegression
extends ARegressionMethod<ParameterNeuralNetwork>
implements java.lang.Comparable<NeuralNetworkRegression>

NeuralNetworkRegression

Modest v. Korff

Created by korffmo1 on 02.04.19.

Field Summary

Fields inherited from class com.actelion.research.calc.regression.ARegressionMethod

parameterRegressionMethod

Constructor Summary

Constructors

Constructor	Description
NeuralNetworkRegression()
NeuralNetworkRegression(ParameterNeuralNetwork parameterNeuralNetwork)

Method Summary

Modifier and Type	Method	Description
double	calculateYHat(double[] arrRow)
Matrix	calculateYHat(Matrix X)
int	compareTo(NeuralNetworkRegression o)
Matrix	createModel(ModelXYIndex modelXYIndexTrain)

Methods inherited from class com.actelion.research.calc.regression.ARegressionMethod

decodeProperties2Parameter, getName, getParameter, getProgressController, getProperties, setParameterRegressionMethod, setProgressController

Methods inherited from class java.lang.Object

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

Constructor Detail

NeuralNetworkRegression

public NeuralNetworkRegression()

NeuralNetworkRegression

public NeuralNetworkRegression(ParameterNeuralNetwork parameterNeuralNetwork)

Method Detail

createModel

public Matrix createModel(ModelXYIndex modelXYIndexTrain)

Specified by:

createModel in interface ICalculateModel

calculateYHat

public Matrix calculateYHat(Matrix X)

Specified by:

calculateYHat in interface ICalculateYHat

calculateYHat

public double calculateYHat(double[] arrRow)

Specified by:

calculateYHat in interface ICalculateYHat

compareTo

public int compareTo(NeuralNetworkRegression o)

Specified by:

compareTo in interface java.lang.Comparable<NeuralNetworkRegression>