edu.berkeley.compbio.jlibsvm
Class SVM<L extends java.lang.Comparable,P,R extends SvmProblem<L,P,R>>

java.lang.Object
  edu.berkeley.compbio.jlibsvm.SvmContext
      edu.berkeley.compbio.jlibsvm.SVM<L,P,R>

Direct Known Subclasses:

BinaryClassificationSVM, MultiClassificationSVM, RegressionSVM

public abstract class SVM<L extends java.lang.Comparable,P,R extends SvmProblem<L,P,R>>
extends SvmContext

Version:

$Id$

Author:

David Soergel

Field Summary

static int

LIBSVM_VERSION

Constructor Summary

SVM()

Method Summary

java.util.Map<P,java.lang.Float>	continuousCrossValidation(SvmProblem<L,P,R> problem, ImmutableSvmParameter<L,P> param)
java.util.Map<P,L>	discreteCrossValidation(SvmProblem<L,P,R> problem, ImmutableSvmParameter<L,P> param)
abstract java.lang.String	getSvmType()
abstract edu.berkeley.compbio.ml.CrossValidationResults	performCrossValidation(R problem, ImmutableSvmParameter<L,P> param)
abstract SolutionModel<L,P>	train(R problem, ImmutableSvmParameter<L,P> param)
void	validateParam(ImmutableSvmParameter<L,P> param)

Methods inherited from class java.lang.Object

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

Field Detail

LIBSVM_VERSION

public static final int LIBSVM_VERSION

See Also:

Constant Field Values

Constructor Detail

SVM

public SVM()

Method Detail

continuousCrossValidation

public java.util.Map<P,java.lang.Float> continuousCrossValidation(SvmProblem<L,P,R> problem,
                                                                  ImmutableSvmParameter<L,P> param)

train

public abstract SolutionModel<L,P> train(R problem,
                                         ImmutableSvmParameter<L,P> param)

discreteCrossValidation

public java.util.Map<P,L> discreteCrossValidation(SvmProblem<L,P,R> problem,
                                                  ImmutableSvmParameter<L,P> param)

getSvmType

public abstract java.lang.String getSvmType()

validateParam

public void validateParam(@NotNull
                          ImmutableSvmParameter<L,P> param)

performCrossValidation

public abstract edu.berkeley.compbio.ml.CrossValidationResults performCrossValidation(R problem,
                                                                                      ImmutableSvmParameter<L,P> param)