org.dllearner.cli.unife

Class LEAPCrossValidation

java.lang.Object

org.dllearner.cli.CrossValidation

org.dllearner.cli.unife.LEAPCrossValidation

public class LEAPCrossValidation
extends CrossValidation

Performs a pseudo cross validation for the given problem using the LEAP system. It is not a real k-fold cross validation, because this class executes only a k-fold training. It produces k output file which must be submitted to testing

Author:

Jens Lehmann, Giuseppe Cota

Field Summary

Fields inherited from class org.dllearner.cli.CrossValidation

multiThreaded, outputFile, writeToFile

Constructor Summary

Constructors

Constructor and Description
LEAPCrossValidation(AbstractPSLA psla, int folds, boolean leaveOneOut, boolean parallel)

Method Summary

Modifier and Type	Method and Description
static Set<org.semanticweb.owlapi.model.OWLIndividual>	getTestingSet(List<org.semanticweb.owlapi.model.OWLIndividual> examples, int[] splits, int fold)

Methods inherited from class org.dllearner.cli.CrossValidation

calculateSplits, getAccuracy, getfMeasure, getfMeasureTraining, getLength, getRuntime, getTrainingSet, statOutput

Methods inherited from class java.lang.Object

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

Constructor Detail

LEAPCrossValidation

public LEAPCrossValidation(AbstractPSLA psla,
                           int folds,
                           boolean leaveOneOut,
                           boolean parallel)
                    throws org.semanticweb.owlapi.model.OWLOntologyStorageException,
                           org.semanticweb.owlapi.model.OWLOntologyCreationException

Throws:

org.semanticweb.owlapi.model.OWLOntologyStorageException

org.semanticweb.owlapi.model.OWLOntologyCreationException

Method Detail

getTestingSet

public static Set<org.semanticweb.owlapi.model.OWLIndividual> getTestingSet(List<org.semanticweb.owlapi.model.OWLIndividual> examples,
                                                                            int[] splits,
                                                                            int fold)