Package org.tribuo.regression.liblinear

Class TrainTest.LibLinearOptions

java.lang.Object

org.tribuo.regression.liblinear.TrainTest.LibLinearOptions

All Implemented Interfaces:

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

Enclosing class:

TrainTest

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

Command line options.

Field Summary

Fields

Modifier and Type	Field	Description
LinearRegressionType.LinearType	algorithm	Type of SVR.
double	cost	Cost penalty for SVM.
double	epsilon	Regression value insensitivity for margin.
DataOptions	general	The data loading options.
int	maxIterations	Max iterations over the data.
double	terminationCriterion	Tolerance of the optimization termination criterion.

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

header

Constructor Summary

Constructors

Constructor	Description
LibLinearOptions()

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.

cost

@Option(charName='p',
        longName="cost-penalty",
        usage="Cost penalty for SVM.")
public double cost

Cost penalty for SVM.

maxIterations

@Option(longName="max-iterations",
        usage="Max iterations over the data.")
public int maxIterations

Max iterations over the data.

epsilon

@Option(longName="epsilon-insensitivity",
        usage="Regression value insensitivity for margin.")
public double epsilon

Regression value insensitivity for margin.

terminationCriterion

@Option(charName='e',
        longName="termination-criterion",
        usage="Tolerance of the optimization termination criterion.")
public double terminationCriterion

Tolerance of the optimization termination criterion.

algorithm

@Option(charName='t',
        longName="algorithm",
        usage="Type of SVR.")
public LinearRegressionType.LinearType algorithm

Type of SVR.

Constructor Details

LibLinearOptions

public LibLinearOptions()

Method Details

getOptionsDescription

public String getOptionsDescription()

Specified by:

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