de.uni_stuttgart.isa.liquidsvm

Class SVM.MC

java.lang.Object

de.uni_stuttgart.isa.liquidsvm.SVM

de.uni_stuttgart.isa.liquidsvm.SVM.MC

All Implemented Interfaces:

java.io.Serializable

Enclosing class:

SVM

public static class SVM.MC
extends SVM

Binary and multi-class learning scenario. Possible values for mcType are AvA, OvA, AvA_hinge, OvA_ls, OvA_hinge, AvA_ls encoding whether All-vs-All or One-vs-All should be used and whether hinge or least squares loss should be used.

See Also:

Serialized Form

Nested Class Summary

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

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

Field Summary

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

ENABLE_LOAD_WITHOUT_LIBRARY, MAX_CPU

Constructor Summary

Constructors

Constructor and Description
MC(double[][] data, double[] labels)
MC(double[][] data, double[] labels, Config config)
MC(double[][] data, double[] labels, java.lang.String mcType)
MC(double[][] data, double[] labels, java.lang.String mcType, Config config)
MC(LiquidData.Data data)
MC(LiquidData.Data data, Config config)
MC(LiquidData.Data data, java.lang.String mcType)
MC(LiquidData.Data data, java.lang.String mcType, Config config)
MC(LiquidData data)
MC(LiquidData data, Config config)
MC(LiquidData data, java.lang.String mcType)
MC(LiquidData data, java.lang.String mcType, Config config)

Method Summary

Methods inherited from class de.uni_stuttgart.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

MC

public MC(LiquidData data)

MC

public MC(LiquidData data,
          Config config)

MC

public MC(LiquidData data,
          java.lang.String mcType)

MC

public MC(LiquidData data,
          java.lang.String mcType,
          Config config)

MC

public MC(LiquidData.Data data)

MC

public MC(LiquidData.Data data,
          Config config)

MC

public MC(LiquidData.Data data,
          java.lang.String mcType)

MC

public MC(LiquidData.Data data,
          java.lang.String mcType,
          Config config)

MC

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

MC

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

MC

public MC(double[][] data,
          double[] labels,
          java.lang.String mcType)

MC

public MC(double[][] data,
          double[] labels,
          java.lang.String mcType,
          Config config)