Package com.actelion.research.calc.regression.gaussianprocess

Class GaussianProcessRegression

java.lang.Object

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

com.actelion.research.calc.regression.gaussianprocess.GaussianProcessRegression

All Implemented Interfaces:

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

public class GaussianProcessRegression
extends ARegressionMethod<ParameterGaussianProcess>
implements java.lang.Comparable<GaussianProcessRegression>

GaussianProcessRegression

Modest v. Korff

Created by korffmo1 on 01.04.19.

Field Summary

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

parameterRegressionMethod

Constructor Summary

Constructors

Constructor	Description
GaussianProcessRegression()
GaussianProcessRegression(ParameterGaussianProcess parameterGaussianProcess)

Method Summary

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

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

GaussianProcessRegression

public GaussianProcessRegression()

GaussianProcessRegression

public GaussianProcessRegression(ParameterGaussianProcess parameterGaussianProcess)

Method Detail

setLambda

public void setLambda(double lambda)

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(GaussianProcessRegression o)

Specified by:

compareTo in interface java.lang.Comparable<GaussianProcessRegression>