Package org.tribuo.regression.libsvm

Class TrainTest.LibSVMOptions

java.lang.Object

org.tribuo.regression.libsvm.TrainTest.LibSVMOptions

All Implemented Interfaces:

com.oracle.labs.mlrg.olcut.config.Options

Enclosing class:

TrainTest

public static class TrainTest.LibSVMOptions
extends Object
implements com.oracle.labs.mlrg.olcut.config.Options

Command line options.

Field Summary

Fields

Modifier and Type	Field	Description
double	coeff	Intercept in kernel function.
int	degree	Degree in polynomial kernel.
double	gamma	Gamma value in kernel function.
DataOptions	general	The data loading options.
KernelType	kernelType	Type of SVM kernel.
boolean	standardize	Standardize the regression outputs internally to the SVM
SVMRegressionType.SVMMode	svmType	Type of SVM.

Fields inherited from interface com.oracle.labs.mlrg.olcut.config.Options

header

Constructor Summary

Constructors

Constructor	Description
LibSVMOptions()

Method Summary

Modifier and Type	Method	Description
String	getOptionsDescription()

Methods inherited from class java.lang.Object

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

Field Details

general

public DataOptions general

The data loading options.

coeff

@Option(longName="coefficient",
        usage="Intercept in kernel function.")
public double coeff

Intercept in kernel function.

degree

@Option(charName='d',
        longName="degree",
        usage="Degree in polynomial kernel.")
public int degree

Degree in polynomial kernel.

gamma

@Option(charName='g',
        longName="gamma",
        usage="Gamma value in kernel function.")
public double gamma

Gamma value in kernel function.

kernelType

@Option(charName='k',
        longName="kernel",
        usage="Type of SVM kernel.")
public KernelType kernelType

Type of SVM kernel.

svmType

@Option(charName='t',
        longName="type",
        usage="Type of SVM.")
public SVMRegressionType.SVMMode svmType

Type of SVM.

standardize

@Option(longName="standardize",
        usage="Standardize the regression outputs internally to the SVM")
public boolean standardize

Standardize the regression outputs internally to the SVM

Constructor Details

LibSVMOptions

public LibSVMOptions()

Method Details

getOptionsDescription

public String getOptionsDescription()

Specified by:

getOptionsDescription in interface com.oracle.labs.mlrg.olcut.config.Options