de.unistuttgart.isa.liquidsvm

Class SVM.LS

java.lang.Object

de.unistuttgart.isa.liquidsvm.SVM

de.unistuttgart.isa.liquidsvm.SVM.LS

All Implemented Interfaces:

Serializable

Enclosing class:

SVM

public static class SVM.LS
extends SVM

Least squares regression learning scenario.

Author:

Philipp Thomann

See Also:

Serialized Form

Nested Class Summary

Nested classes/interfaces inherited from class de.unistuttgart.isa.liquidsvm.SVM

SVM.EX, SVM.LS, SVM.MC, SVM.NPL, SVM.QT, SVM.ROC

Field Summary

Fields inherited from class de.unistuttgart.isa.liquidsvm.SVM

ENABLE_LOAD_WITHOUT_LIBRARY, MAX_CPU

Constructor Summary

Constructors

Constructor and Description
LS(double[][] data, double[] labels)
LS(double[][] data, double[] labels, Config config)
LS(double[][] data, double[] labels, double clipping)
LS(double[][] data, double[] labels, double clipping, Config config)
LS(LiquidData.Data data)
LS(LiquidData.Data data, Config config)
LS(LiquidData.Data data, double clipping)
LS(LiquidData.Data data, double clipping, Config config)
LS(LiquidData data)
LS(LiquidData data, Config config)
LS(LiquidData data, double clipping)
LS(LiquidData data, double clipping, Config config)

Method Summary

Methods inherited from class de.unistuttgart.isa.liquidsvm.SVM

calculateDataCover, clean, finalize, getConfig, getCover, getLastResult, getSelectErrs, getSolutionCoeffs, getSolutionSVs, getTrainErrs, isSelected, isTrained, predict, readSVM, select, setConfig, setConfig, setConfig, setConfig, setConfigAll, test, test, train

Methods inherited from class java.lang.Object

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

Constructor Detail

LS

public LS(LiquidData data)

LS

public LS(LiquidData data,
          Config config)

LS

public LS(LiquidData data,
          double clipping)

LS

public LS(LiquidData data,
          double clipping,
          Config config)

LS

public LS(LiquidData.Data data)

LS

public LS(LiquidData.Data data,
          Config config)

LS

public LS(LiquidData.Data data,
          double clipping)

LS

public LS(LiquidData.Data data,
          double clipping,
          Config config)

LS

public LS(double[][] data,
          double[] labels)

LS

public LS(double[][] data,
          double[] labels,
          Config config)

LS

public LS(double[][] data,
          double[] labels,
          double clipping)

LS

public LS(double[][] data,
          double[] labels,
          double clipping,
          Config config)