Best Alpha
From Dontopedia, the open, paraconsistent wiki. (Last updated 2026-06-08.)
Best Alpha has 10 facts recorded in Dontopedia across 3 references.
10 facts·8 predicates·3 sources
Mostly:rdfs:label(2), rdf:type(2), is returned by(1)
From Dontopedia, the open, paraconsistent wiki. (Last updated 2026-06-08.)
Best Alpha has 10 facts recorded in Dontopedia across 3 references.
Mostly:rdfs:label(2), rdf:type(2), is returned by(1)
pairedWithpopulatedPerdataStructureindexedByinitializedAsOther subjects in dontopedia point AT this entity as a value. These are inverse relationships — e.g. “X motherOf this subject” — and answer questions the forward facts can't. Grouped by predicate.
assignedToAssigned to(1)ex:best_alpha_callassignsToAssigns to(1)ex:for_loopconsistsOfConsists of(1)ex:best_alpha_map_pairisCalculatedFromIs Calculated From(1)ex:final_alphaoutputsOutputs(1)ex:print_statementproducesProduces(1)ex:per_query_tuningTimeline axis is valid_time — when each source says the fact was true in the world, not when Dontopedia learned about it. Retracted rows are kept for provenance; coloured stripes indicate the context kind.
doc:beam/8419193f-8cac-4d94-919a-b1c2084db6fdalphas = np.linspace(0, 1, 11) # Range of alpha values to test best_alpha, best_map = {}, {} for query in queries: best_alpha[query], best_map[query] = tune_alpha(query, documents, relevant_docs[query], alphas) print(f"Best alpha f…
doc:beam/e3d6146f-0be0-4107-8509-b0471fc829a9precision = precision_at_k(true_labels, predicted_labels, k=k) if precision > best_precision: best_precision = precision best_alpha = alpha print(f"Best Alpha: {best_alpha}, Best Precision@{k…
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