Package com.actelion.research.calc.regression.svm

Class SVMRegression

java.lang.Object

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

com.actelion.research.calc.regression.svm.SVMRegression

All Implemented Interfaces:

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

public class SVMRegression
extends ARegressionMethod<ParameterSVM>
implements java.lang.Comparable<SVMRegression>

SVMRegression Calculates the SVM regression for one Y column.

Modest v. Korff

Created by korffmo1 on 27.11.18. http://www.svms.org/parameters/

Field Summary

Fields

Modifier and Type	Field	Description
static int	LIMIT_ROWS_ANALYTICAL
static double	NU
static boolean	VERBOSE

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

parameterRegressionMethod

Constructor Summary

Constructors

Constructor	Description
SVMRegression()
SVMRegression(ParameterSVM parameterSVM)

Method Summary

Modifier and Type	Method	Description
double	calculateYHat(double[] arrRow)
Matrix	calculateYHat(Matrix X)
int	compareTo(SVMRegression o)
Matrix	createModel(ModelXYIndex modelXYIndex)
void	setGamma(double gamma)
void	setNu(double nu)

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

Field Detail

LIMIT_ROWS_ANALYTICAL

public static final int LIMIT_ROWS_ANALYTICAL

See Also:

Constant Field Values

VERBOSE

public static boolean VERBOSE

NU

public static final double NU

See Also:

Constant Field Values

Constructor Detail

SVMRegression

public SVMRegression()

SVMRegression

public SVMRegression(ParameterSVM parameterSVM)

Method Detail

createModel

public Matrix createModel(ModelXYIndex modelXYIndex)

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

setNu

public void setNu(double nu)

setGamma

public void setGamma(double gamma)

compareTo

public int compareTo(SVMRegression o)

Specified by:

compareTo in interface java.lang.Comparable<SVMRegression>