Package org.dllearner.learningproblems

Supported DL-Learner learning problems.

See:
Description

Class Summary

ClassLearningProblem	The problem of learning the description of an existing class in an OWL ontology.
ClassScore	The score of a class in ontology engineering.
EvaluatedDescriptionClass	An evaluated description for learning classes in ontologies.
EvaluatedDescriptionPosNeg	This represents a class description, which has been evaluated by the learning algorithm, i.e. it has been checked which examples it covers.
EvaluatedDescriptionPosOnly
EvaluationCache	Caches results of previous concept evaluation to speed up further evaluations.
PosNegLP
PosNegLPStandard	The aim of this learning problem is to learn a concept definition such that the positive examples and the negative examples do not follow.
PosNegLPStrict
PosOnlyLP	A learning problem, where we learn from positive examples only.
ScorePosNeg	The score class is used to store how well a class description did on a learning problem.
ScorePosOnly
ScoreThreeValued	Computes the score (a negative value) by comparing the classification results with ideal results.
ScoreTwoValued	Calculates accuracy and score (with respect to some length penalty) of a class description.

Enum Summary

PosNegLP.UseMultiInstanceChecks	If instance checks are used for testing concepts (e.g. no retrieval), then there are several options to do this.
ScoreThreeValued.ScoreMethod

Package org.dllearner.learningproblems Description

Supported DL-Learner learning problems.