org.dllearner.learningproblems

Class EvaluatedDescriptionPosNeg

java.lang.Object

org.dllearner.core.EvaluatedHypothesis<org.semanticweb.owlapi.model.OWLClassExpression,S>

org.dllearner.core.EvaluatedDescription<ScorePosNeg>

org.dllearner.learningproblems.EvaluatedDescriptionPosNeg

All Implemented Interfaces:

Serializable, Comparable<EvaluatedHypothesis<org.semanticweb.owlapi.model.OWLClassExpression,ScorePosNeg>>

public class EvaluatedDescriptionPosNeg
extends EvaluatedDescription<ScorePosNeg>

This represents a class description, which has been evaluated by the learning algorithm, i.e. it has been checked which examples it covers. It can be used as return value for learning algorithms to make it easier for applications to assess how good an offered class description is and how it classifies particular examples.

Author:

Jens Lehmann

See Also:

Serialized Form

Field Summary

Fields inherited from class org.dllearner.core.EvaluatedHypothesis

dfPercent, hypothesis, score

Constructor Summary

Constructors

Constructor and Description
EvaluatedDescriptionPosNeg(org.semanticweb.owlapi.model.OWLClassExpression description, ScorePosNeg score) Constructs an evaluated description using its score.

Method Summary

Modifier and Type	Method and Description
String	asJSON() This convenience method can be used to store and exchange evaluated descriptions by transforming them to a JSON string.
double	getAccuracy()
Set<org.semanticweb.owlapi.model.OWLIndividual>	getCoveredNegatives()
Set<org.semanticweb.owlapi.model.OWLIndividual>	getCoveredPositives()
static org.json.JSONArray	getJSONArray(Set<org.semanticweb.owlapi.model.OWLIndividual> individuals)
Set<org.semanticweb.owlapi.model.OWLIndividual>	getNotCoveredNegatives()
Set<org.semanticweb.owlapi.model.OWLIndividual>	getNotCoveredPositives()
ScorePosNeg	getScore() Gets the score of this description.
String	toString()

Methods inherited from class org.dllearner.core.EvaluatedDescription

getDescriptionDepth, getDescriptionLength

Methods inherited from class org.dllearner.core.EvaluatedHypothesis

compareTo, getDescription, setDescription

Methods inherited from class java.lang.Object

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

Constructor Detail

EvaluatedDescriptionPosNeg

public EvaluatedDescriptionPosNeg(org.semanticweb.owlapi.model.OWLClassExpression description,
                                  ScorePosNeg score)

Constructs an evaluated description using its score.

Parameters:

description - The description, which was evaluated.

score - The score of the description.

Method Detail

getAccuracy

public double getAccuracy()

Overrides:

getAccuracy in class EvaluatedHypothesis<org.semanticweb.owlapi.model.OWLClassExpression,ScorePosNeg>

Returns:

Accuracy of the description.

See Also:

Score.getAccuracy()

getScore

public ScorePosNeg getScore()

Gets the score of this description. This can be used to get further statistical values.

Overrides:

getScore in class EvaluatedHypothesis<org.semanticweb.owlapi.model.OWLClassExpression,ScorePosNeg>

Returns:

The score object associated with this evaluated description.

See Also:

ScorePosNeg

getCoveredNegatives

public Set<org.semanticweb.owlapi.model.OWLIndividual> getCoveredNegatives()

Returns:

Negative examples covered by the description.

See Also:

ScorePosNeg.getCoveredNegatives()

getCoveredPositives

public Set<org.semanticweb.owlapi.model.OWLIndividual> getCoveredPositives()

Returns:

Positive examples covered by the description.

See Also:

ScorePosNeg.getCoveredPositives()

getNotCoveredNegatives

public Set<org.semanticweb.owlapi.model.OWLIndividual> getNotCoveredNegatives()

Returns:

Negative examples not covered by the description.

See Also:

ScorePosNeg.getNotCoveredNegatives()

getNotCoveredPositives

public Set<org.semanticweb.owlapi.model.OWLIndividual> getNotCoveredPositives()

Returns:

Positive examples not covered by the description.

See Also:

ScorePosNeg.getNotCoveredPositives()

asJSON

public String asJSON()

This convenience method can be used to store and exchange evaluated descriptions by transforming them to a JSON string.

Overrides:

asJSON in class EvaluatedDescription<ScorePosNeg>

Returns:

A JSON representation of an evaluated description.

toString

public String toString()

Overrides:

toString in class EvaluatedHypothesis<org.semanticweb.owlapi.model.OWLClassExpression,ScorePosNeg>

getJSONArray

public static org.json.JSONArray getJSONArray(Set<org.semanticweb.owlapi.model.OWLIndividual> individuals)