SyntacticModel

class mowl.base_models.SyntacticModel(*args, corpus_filepath=None, **kwargs)

Bases: Model

Base class for syntactic methods. By syntactic, we mean methods that use the syntax of the ontology to generate the corpus.

Parameters:

corpus_filepath (str) – the filepath where the corpus is saved. If None, the corpus file is saved in a temporary file.

Attributes Summary

corpus	Corpus generated from the ontology.
corpus_filepath	Path for saving the corpus.

Methods Summary

generate_corpus([save, with_annotations])	Generates the corpus of the training ontology.
train()	Abstract method for training the model.

Attributes Documentation

corpus

Corpus generated from the ontology.

Return type:

list

corpus_filepath

Path for saving the corpus.

Return type:

str

Methods Documentation

generate_corpus(save=True, with_annotations=False)

Generates the corpus of the training ontology. It uses the Manchester OWL Syntax.

Parameters:

• save (bool) – if True, the corpus is saved into the model filepath, otherwise, the corpus is returned as a list of sentences. Default is True.

• with_annotations – if True, the corpus is generated with the annotations, otherwise, the corpus is generated only with the axioms. Default is False.

train()

Abstract method for training the model. This method must be implemented in children classes