org.dllearner.utilities

Class ReasoningUtilsCLP

java.lang.Object

org.dllearner.utilities.ReasoningUtils

org.dllearner.utilities.ReasoningUtilsCLP

All Implemented Interfaces:

Component

public class ReasoningUtilsCLP
extends ReasoningUtils

Extension of ReasoningUtils for ClassLearningProblem

Nested Class Summary

Nested classes/interfaces inherited from class org.dllearner.utilities.ReasoningUtils

ReasoningUtils.Coverage, ReasoningUtils.CoverageCount

Constructor Summary

Constructors

Constructor and Description
ReasoningUtilsCLP(ClassLearningProblem problem, AbstractReasonerComponent reasoner)

Method Summary

Modifier and Type	Method and Description
double	getAccuracyOrTooWeak3(AccMethodThreeValued accuracyMethod, org.semanticweb.owlapi.model.OWLClassExpression description, Collection<org.semanticweb.owlapi.model.OWLIndividual> classInstances, Collection<org.semanticweb.owlapi.model.OWLIndividual> superClassInstances, Collection<org.semanticweb.owlapi.model.OWLIndividual> negatedClassInstances, double noise) Implementations of accuracy calculation for generalised measures according to method in A Note on the Evaluation of Inductive Concept Classification Procedures
double	getAccuracyOrTooWeakExact3(AccMethodThreeValued accuracyMethod, org.semanticweb.owlapi.model.OWLClassExpression description, Collection<org.semanticweb.owlapi.model.OWLIndividual> classInstances, Collection<org.semanticweb.owlapi.model.OWLIndividual> superClassInstances, Collection<org.semanticweb.owlapi.model.OWLIndividual> negatedClassInstances, double noise)
double	getAccuracyOrTooWeakExact3(AccMethodThreeValued accuracyMethod, org.semanticweb.owlapi.model.OWLClassExpression description, Set<org.semanticweb.owlapi.model.OWLIndividual> classInstances, Set<org.semanticweb.owlapi.model.OWLIndividual> superClassInstances, Set<org.semanticweb.owlapi.model.OWLIndividual> negatedClassInstances, double noise)
ReasoningUtils.Coverage[]	getCoverageCLP(org.semanticweb.owlapi.model.OWLClassExpression description, Collection<org.semanticweb.owlapi.model.OWLIndividual> classInstances, Collection<org.semanticweb.owlapi.model.OWLIndividual> superClassInstances) get coverage result for class learning problem.

Methods inherited from class org.dllearner.utilities.ReasoningUtils

getAccuracyOrTooWeak2, getAccuracyOrTooWeakExact2, getCoverage, getCoverage, getCoverage3, getCoverageCount, getCoverageCount, getReasoner, init, setReasoner

Methods inherited from class java.lang.Object

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

Constructor Detail

ReasoningUtilsCLP

public ReasoningUtilsCLP(ClassLearningProblem problem,
                         AbstractReasonerComponent reasoner)

Parameters:

problem - class learning problem

reasoner - reasoner component

Method Detail

getCoverageCLP

public ReasoningUtils.Coverage[] getCoverageCLP(org.semanticweb.owlapi.model.OWLClassExpression description,
                                                Collection<org.semanticweb.owlapi.model.OWLIndividual> classInstances,
                                                Collection<org.semanticweb.owlapi.model.OWLIndividual> superClassInstances)

get coverage result for class learning problem. currently this is specialised for SPARQL reasoner and uses generic getCoverage otherwise

Parameters:

description - the description to test

classInstances - instances of the target class

superClassInstances - instaces of the superclass

Returns:

array of coverage data

getAccuracyOrTooWeak3

public double getAccuracyOrTooWeak3(AccMethodThreeValued accuracyMethod,
                                    org.semanticweb.owlapi.model.OWLClassExpression description,
                                    Collection<org.semanticweb.owlapi.model.OWLIndividual> classInstances,
                                    Collection<org.semanticweb.owlapi.model.OWLIndividual> superClassInstances,
                                    Collection<org.semanticweb.owlapi.model.OWLIndividual> negatedClassInstances,
                                    double noise)

Implementations of accuracy calculation for generalised measures according to method in A Note on the Evaluation of Inductive Concept Classification Procedures

Parameters:

accuracyMethod - method to use

description - description to test

classInstances - class instances. will be converted to set

superClassInstances - superclass instances. will be converted to set

negatedClassInstances - negated class instances. will be converted to set

noise - problem noise

Returns:

accuracy or -1

getAccuracyOrTooWeakExact3

public double getAccuracyOrTooWeakExact3(AccMethodThreeValued accuracyMethod,
                                         org.semanticweb.owlapi.model.OWLClassExpression description,
                                         Collection<org.semanticweb.owlapi.model.OWLIndividual> classInstances,
                                         Collection<org.semanticweb.owlapi.model.OWLIndividual> superClassInstances,
                                         Collection<org.semanticweb.owlapi.model.OWLIndividual> negatedClassInstances,
                                         double noise)

See Also:

getAccuracyOrTooWeak3(AccMethodThreeValued, OWLClassExpression, Collection, Collection, Collection, double)

getAccuracyOrTooWeakExact3

public double getAccuracyOrTooWeakExact3(AccMethodThreeValued accuracyMethod,
                                         org.semanticweb.owlapi.model.OWLClassExpression description,
                                         Set<org.semanticweb.owlapi.model.OWLIndividual> classInstances,
                                         Set<org.semanticweb.owlapi.model.OWLIndividual> superClassInstances,
                                         Set<org.semanticweb.owlapi.model.OWLIndividual> negatedClassInstances,
                                         double noise)

See Also:

getAccuracyOrTooWeakExact3(AccMethodThreeValued, OWLClassExpression, Collection, Collection, Collection, double)