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

All Known Subinterfaces:

BinaryClassificationProblem<L,P>, ExplicitSvmProblem<L,P,R>, MultiClassProblem<L,P>, MutableSvmProblem<L,P,R>, OneClassProblem<L,P>, RegressionProblem<P,R>

All Known Implementing Classes:

AbstractSvmProblem, BinaryClassificationProblemImpl, BooleanClassificationProblemImpl, ExplicitSvmProblemImpl, MultiClassProblemImpl, MutableBinaryClassificationProblemImpl, MutableMultiClassProblemImpl, MutableOneClassProblemImpl, MutableRegressionProblemImpl, OneClassProblemImpl, RegressionProblemImpl

public interface SvmProblem<L extends java.lang.Comparable,P,R>

* An SVM problem consisting of a mapping of training examples to labels. The generic parameters are L, the label type; P, the type of objects to be classified, and R, the concrete type of the problem itself. An SVM problem

Version:

$Id$

Author:

David Soergel

Method Summary

com.google.common.collect.Multiset<L>	getExampleCounts()
java.util.Map<P,java.lang.Integer>	getExampleIds()
java.util.Map<P,L>	getExamples()
java.util.Set<P>	getHeldOutPoints()
int	getId(P key)
java.util.List<L>	getLabels()
int	getNumExamples()
ScalingModel<P>	getScalingModel()
L	getTargetValue(P point)
java.util.Iterator<R>	makeFolds(int numberOfFolds)

Method Detail

getExampleCounts

com.google.common.collect.Multiset<L> getExampleCounts()

getExampleIds

java.util.Map<P,java.lang.Integer> getExampleIds()

getExamples

java.util.Map<P,L> getExamples()

getId

int getId(P key)

getLabels

java.util.List<L> getLabels()

getNumExamples

int getNumExamples()

getScalingModel

ScalingModel<P> getScalingModel()

getTargetValue

L getTargetValue(P point)

makeFolds

java.util.Iterator<R> makeFolds(int numberOfFolds)

getHeldOutPoints

java.util.Set<P> getHeldOutPoints()