RankingEvaluator

class mowl.evaluation.RankingEvaluator(dataset, batch_size=16, device='cpu')

Bases: BaseRankingEvaluator

Ranking evaluation class for ontology embedding methods. It encapsulates BaseRankingEvaluator to support mOWL datasets

Methods Summary

create_tuples(ontology)	Create tuples from the ontology.
evaluate(evaluation_model, testing_ontology)	Evaluate the model on the testing ontology.

Methods Documentation

create_tuples(ontology)

Create tuples from the ontology. :param ontology: The ontology. :type ontology: org.semanticweb.owlapi.model.OWLOntology :return: The created tuples. :rtype: torch.Tensor

evaluate(evaluation_model, testing_ontology, filter_ontologies=None, mode='head_centric')

Evaluate the model on the testing ontology. :param testing_ontology: The testing ontology. :type testing_ontology: org.semanticweb.owlapi.model.OWLOntology :param filter_ontologies: The filter ontologies. :type filter_ontologies: list, optional :param mode: The mode of the evaluation. :type mode: str :return: The computed ranking metrics. :rtype: dict