Dontopedia

F1 Score

From Dontopedia, the open, paraconsistent wiki. (Last updated 2026-06-10.)

F1 Score has 6 facts recorded in Dontopedia across 1 reference, with 2 live disagreements.

6 facts·4 predicates·1 sources·2 in dispute

Mostly:computed from(2), depends on(2), calculated in(1)

Maturity scale raw canonical shape-checked rule-derived certified

Other facts (6)

The long tail: predicates that appear too rarely to warrant their own section. Filter or scroll to find a specific one. Each row links to its source.

6 facts
PredicateValueRef
Computed FromPrecision[1]
Computed FromRecall[1]
Depends onPrecision[1]
Depends onRecall[1]
Calculated inEvaluate Relevance[1]
Formula2 * precision * recall / (precision + recall)[1]

Timeline

Timeline 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.

calculatedInbeam/3601cc0c-ad83-4613-a31f-ab029beb68b6
ex:evaluate-relevance
computedFrombeam/3601cc0c-ad83-4613-a31f-ab029beb68b6
ex:precision
computedFrombeam/3601cc0c-ad83-4613-a31f-ab029beb68b6
ex:recall
formulabeam/3601cc0c-ad83-4613-a31f-ab029beb68b6
2 * precision * recall / (precision + recall)
dependsOnbeam/3601cc0c-ad83-4613-a31f-ab029beb68b6
ex:precision
dependsOnbeam/3601cc0c-ad83-4613-a31f-ab029beb68b6
ex:recall

References (1)

1 references
  1. ctx:claims/beam/3601cc0c-ad83-4613-a31f-ab029beb68b6
    • full textbeam-chunk
      text/plain1 KBdoc:beam/3601cc0c-ad83-4613-a31f-ab029beb68b6
      Show excerpt
      Cosine similarity can be used to measure the semantic similarity between the expanded terms and the expected terms, especially if you are using embeddings. ### 4. Intersection Over Union (IoU) IoU is another metric that can be useful, esp

See also

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