Class SVMRegression
- java.lang.Object
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- com.actelion.research.calc.regression.ARegressionMethod<ParameterSVM>
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- com.actelion.research.calc.regression.svm.SVMRegression
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- 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/
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Field Summary
Fields Modifier and Type Field Description static int
LIMIT_ROWS_ANALYTICAL
static double
NU
static boolean
VERBOSE
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Fields inherited from class com.actelion.research.calc.regression.ARegressionMethod
parameterRegressionMethod
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Constructor Summary
Constructors Constructor Description SVMRegression()
SVMRegression(ParameterSVM parameterSVM)
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Method Summary
All Methods Instance Methods Concrete Methods 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)
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Methods inherited from class com.actelion.research.calc.regression.ARegressionMethod
decodeProperties2Parameter, getName, getParameter, getProgressController, getProperties, setParameterRegressionMethod, setProgressController
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Field Detail
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LIMIT_ROWS_ANALYTICAL
public static final int LIMIT_ROWS_ANALYTICAL
- See Also:
- Constant Field Values
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VERBOSE
public static boolean VERBOSE
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NU
public static final double NU
- See Also:
- Constant Field Values
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Constructor Detail
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SVMRegression
public SVMRegression()
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SVMRegression
public SVMRegression(ParameterSVM parameterSVM)
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Method Detail
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createModel
public Matrix createModel(ModelXYIndex modelXYIndex)
- Specified by:
createModel
in interfaceICalculateModel
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calculateYHat
public Matrix calculateYHat(Matrix X)
- Specified by:
calculateYHat
in interfaceICalculateYHat
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calculateYHat
public double calculateYHat(double[] arrRow)
- Specified by:
calculateYHat
in interfaceICalculateYHat
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setNu
public void setNu(double nu)
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setGamma
public void setGamma(double gamma)
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compareTo
public int compareTo(SVMRegression o)
- Specified by:
compareTo
in interfacejava.lang.Comparable<SVMRegression>
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