edu.illinois.cs.cogcomp.verbsense.learn

Class JLISLearner

java.lang.Object

edu.illinois.cs.cogcomp.verbsense.learn.JLISLearner

public class JLISLearner
extends Object

Constructor Summary

Constructors

Constructor and Description
JLISLearner()

Method Summary

Modifier and Type	Method and Description
static LearnerParameters	crossvalStructSVMSense(edu.illinois.cs.cogcomp.sl.core.StructuredProblem problem, edu.illinois.cs.cogcomp.sl.inference.AbstractInferenceSolver[] inference, int nFolds)
static double	evaluateSenseStructure(edu.illinois.cs.cogcomp.sl.inference.AbstractInferenceSolver inference, edu.illinois.cs.cogcomp.sl.core.StructuredProblem testSet, edu.illinois.cs.cogcomp.sl.util.WeightVector weights)
static void	saveWeightVector(edu.illinois.cs.cogcomp.sl.util.WeightVector weightVector, String modelName)
static edu.illinois.cs.cogcomp.sl.util.WeightVector	trainStructSVM(edu.illinois.cs.cogcomp.sl.inference.AbstractInferenceSolver[] inference, edu.illinois.cs.cogcomp.sl.core.StructuredProblem structuredProblem, double c)

Methods inherited from class java.lang.Object

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

Constructor Detail

JLISLearner

public JLISLearner()

Method Detail

saveWeightVector

public static void saveWeightVector(edu.illinois.cs.cogcomp.sl.util.WeightVector weightVector,
                                    String modelName)
                             throws IOException

Throws:

IOException

trainStructSVM

public static edu.illinois.cs.cogcomp.sl.util.WeightVector trainStructSVM(edu.illinois.cs.cogcomp.sl.inference.AbstractInferenceSolver[] inference,
                                                                          edu.illinois.cs.cogcomp.sl.core.StructuredProblem structuredProblem,
                                                                          double c)
                                                                   throws Exception

Throws:

Exception

crossvalStructSVMSense

public static LearnerParameters crossvalStructSVMSense(edu.illinois.cs.cogcomp.sl.core.StructuredProblem problem,
                                                       edu.illinois.cs.cogcomp.sl.inference.AbstractInferenceSolver[] inference,
                                                       int nFolds)
                                                throws Exception

Throws:

Exception

evaluateSenseStructure

public static double evaluateSenseStructure(edu.illinois.cs.cogcomp.sl.inference.AbstractInferenceSolver inference,
                                            edu.illinois.cs.cogcomp.sl.core.StructuredProblem testSet,
                                            edu.illinois.cs.cogcomp.sl.util.WeightVector weights)
                                     throws Exception

Throws:

Exception