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 and Description
double	coeff
int	degree
double	gamma
DataOptions	general
KernelType	kernelType
boolean	standardize
SVMRegressionType.SVMMode	svmType

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

header

Constructor Summary

Constructors

Constructor and Description
LibSVMOptions()

Method Summary

Modifier and Type	Method and Description
String	getOptionsDescription()

Methods inherited from class java.lang.Object

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

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

formatUsage, generateTypeDescription, getAllOptions, getEnumConstantString, getOptionFields, getOptions, getOptionUsage, getOptionUsage, getOptionUsage, getUsage

Field Detail

general

public DataOptions general

coeff

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

degree

@Option(charName=100,
        longName="degree",
        usage="Degree in polynomial kernel.")
public int degree

gamma

@Option(charName=103,
        longName="gamma",
        usage="Gamma value in kernel function.")
public double gamma

kernelType

@Option(charName=107,
        longName="kernel",
        usage="Type of SVM kernel.")
public KernelType kernelType

svmType

@Option(charName=116,
        longName="type",
        usage="Type of SVM.")
public SVMRegressionType.SVMMode svmType

standardize

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

Constructor Detail

LibSVMOptions

public LibSVMOptions()

Method Detail

getOptionsDescription

public String getOptionsDescription()

Specified by:

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