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Threshold 0.9 has 7 facts recorded in Dontopedia across 3 references, with 1 live disagreement.
Mostly:rdf:type(3), precedes(1), numeric value(1)
producesOther 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.
hasMemberHas Member(1)ex:threshold-progressionprecedesPrecedes(1)ex:threshold-0.85showsThresholdShows Threshold(1)ex:example-outputTimeline 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/96cf4ca7-4a68-4d51-ac51-83df213219c5- **Improved Performance**: Managing the stack manually can be more efficient, especially for large inputs. ### Example Usage When you run the code with a test term, it will expand the synonyms iteratively and print the result. ### Concl…
doc:beam/c8957b73-bc17-4836-b79c-46310702a545- False negatives are counted when a term has a valid synonym but the expansion fails. 3. **Evaluate Multiple Thresholds**: - Test multiple thresholds and evaluate their impact on precision and recall. - Perform multiple trials to…
doc:beam/0d441460-af81-4a4e-97eb-86e5bf222a59average_precision = sum(precision_values) / len(precision_values) precision_results[threshold] = average_precision # Print the results for threshold, precision in precision_results.items(): print(f"Threshold: {threshold}, Avera…
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