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

Field Summary

Fields

Modifier and Type	Field and Description
LinearRegressionType.LinearType	algorithm
double	cost
double	epsilon
DataOptions	general
int	maxIterations
double	terminationCriterion

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

header

Constructor Summary

Constructors

Constructor and Description
LibLinearOptions()

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, getOptionFields, getOptions, getOptionUsage, getOptionUsage, getOptionUsage, getUsage

Field Detail

general

public DataOptions general

cost

@Option(charName=112,
        longName="cost-penalty",
        usage="Cost penalty for SVM.")
public double cost

maxIterations

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

epsilon

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

terminationCriterion

@Option(charName=101,
        longName="termination-criterion",
        usage="Tolerance of the optimization termination criterion.")
public double terminationCriterion

algorithm

@Option(charName=116,
        longName="algorithm",
        usage="Type of SVR.")
public LinearRegressionType.LinearType algorithm

Constructor Detail

LibLinearOptions

public LibLinearOptions()

Method Detail

getOptionsDescription

public String getOptionsDescription()

Specified by:

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