ExtendedBoolean

class matchup.models.algorithms.extended_boolean.ExtendedBoolean(p: float)

Bases: matchup.models.model.IterModel

Methods Summary

generate_scores(doc_repr, m)	Generate scores with Extended Boolean Model
run(query, vocabulary)	Needs weighting <TF <TermFrequency> x IDF <InverseFrequency>>

Methods Documentation

generate_scores(doc_repr, m) → float

Generate scores with Extended Boolean Model

Parameters:

• doc_repr – vector that represents one scores of terms in one document
• m – size of query (group by key)

Returns:

run(query: List[matchup.presentation.text.Term], vocabulary: matchup.structure.vocabulary.Vocabulary)

Needs weighting <TF <TermFrequency> x IDF <InverseFrequency>>

Parameters:

• query –
• vocabulary –

Returns: