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Recall Scores

From Dontopedia, the open, paraconsistent wiki. (Last updated 2026-06-08.)

Recall Scores has 12 facts recorded in Dontopedia across 4 references, with 1 live disagreement.

12 facts·8 predicates·4 sources·1 in dispute

Mostly:rdf:type(4), rdfs:label(2), variable name(1)

Maturity scale raw canonical shape-checked rule-derived certified

Rdf:typein disputerdf:type

  • Array[1]all time · Eb7f55ff 6715 4dd8 81f8 023b5f9693f2
  • Array[2]all time · Dfbb9e1e 3e56 4d8e B41d 1a690438b469
  • List[3]all time · 059dfa3d 8d94 4bfc Bbe2 1c2228c8c6fe
  • Variable[4]all time · 23c0eddb 0929 4239 8d55 13531af3e8f5

Rdfs:labelrdfs:label

  • recall_scores[3]all time · 059dfa3d 8d94 4bfc Bbe2 1c2228c8c6fe
  • recall_scores[1]sourceall time · Eb7f55ff 6715 4dd8 81f8 023b5f9693f2

Variable NamevariableName

  • recall_scores[4]sourceall time · 23c0eddb 0929 4239 8d55 13531af3e8f5

Storesstores

Is InitializedisInitialized

  • empty[2]all time · Dfbb9e1e 3e56 4d8e B41d 1a690438b469

Is ArrayisArray

  • true[2]all time · Dfbb9e1e 3e56 4d8e B41d 1a690438b469

Stores ElementstoresElement

Initializationinitialization

Inbound mentions (4)

Other 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.

based-onBased on(1)

computedFromComputed From(1)

targetListTarget List(1)

zipsZips(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.

12 undated
—
initializationbeam/eb7f55ff-6715-4dd8-81f8-023b5f9693f2
ex:empty-array
—
isArraybeam/dfbb9e1e-3e56-4d8e-b41d-1a690438b469
true
—
isInitializedbeam/dfbb9e1e-3e56-4d8e-b41d-1a690438b469
empty
—
labelbeam/059dfa3d-8d94-4bfc-bbe2-1c2228c8c6fe
recall_scores
—
labelbeam/eb7f55ff-6715-4dd8-81f8-023b5f9693f2
recall_scores
—
typebeam/eb7f55ff-6715-4dd8-81f8-023b5f9693f2
ex:Array
—
typebeam/dfbb9e1e-3e56-4d8e-b41d-1a690438b469
ex:Array
—
typebeam/059dfa3d-8d94-4bfc-bbe2-1c2228c8c6fe
ex:List
—
typebeam/23c0eddb-0929-4239-8d55-13531af3e8f5
ex:Variable
—
storesbeam/dfbb9e1e-3e56-4d8e-b41d-1a690438b469
ex:recall-values
—
storesElementbeam/059dfa3d-8d94-4bfc-bbe2-1c2228c8c6fe
ex:recall-value
—
variableNamebeam/23c0eddb-0929-4239-8d55-13531af3e8f5
recall_scores

References (4)

4 references
  1. [1]beam-chunk3 facts
    customctx:claims/beam/eb7f55ff-6715-4dd8-81f8-023b5f9693f2
    • full textbeam-chunk
      text/plain1 KBdoc:beam/eb7f55ff-6715-4dd8-81f8-023b5f9693f2
      Show excerpt
      retrieved_labels = relevant_labels[retrieved_indices] true_positives = np.sum(retrieved_labels) recall = true_positives / num_relevant return recall # Initialize the recall scores recall_scores = [] for tool in tools: …
  2. [2]Dfbb9e1e 3e56 4d8e B41d 1a690438b4694 facts
    customctx:claims/beam/dfbb9e1e-3e56-4d8e-b41d-1a690438b469
  3. [3]beam-chunk3 facts
    customctx:claims/beam/059dfa3d-8d94-4bfc-bbe2-1c2228c8c6fe
    • full textbeam-chunk
      text/plain1 KBdoc:beam/059dfa3d-8d94-4bfc-bbe2-1c2228c8c6fe
      Show excerpt
      total_duration += timer.duration total_throughput += num_queries / timer.duration latencies.append(timer.duration) # Assuming results is a binary array indicating relevance precision = precision_scor…
  4. [4]beam-chunk2 facts
    customctx:claims/beam/23c0eddb-0929-4239-8d55-13531af3e8f5
    • full textbeam-chunk
      text/plain1 KBdoc:beam/23c0eddb-0929-4239-8d55-13531af3e8f5
      Show excerpt
      - **Average Precision (AP)**: Measure of precision at each relevant document. 4. **Mean Scores**: Calculate the mean of each metric across all queries. ### Additional Metrics 1. **Precision@k**: Precision of the top-k retrieved documen…

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