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F1 Scores

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

F1 Scores has 11 facts recorded in Dontopedia across 4 references, with 1 live disagreement.

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

Mostly:rdf:type(4), accumulates(1), appended by(1)

Maturity scale raw canonical shape-checked rule-derived certified

Rdf:typein disputerdf:type

  • List[1]all time · 8511e19b 1795 4c4b B967 D8360ac84264
  • List[4]all time · Dd3a50ba 654e 47e8 B2f7 6fd2c1c26cde
  • List[2]all time · Ab86a7b2 F677 45b2 B1d3 D2413153a445
  • Metric Collection[3]all time · 9087a46d 65a1 4efb Af6d 87d65f7c2619

Accumulatesaccumulates

  • F1 Values[1]sourceall time · 8511e19b 1795 4c4b B967 D8360ac84264

Appended byappendedBy

  • F1[1]sourceall time · 8511e19b 1795 4c4b B967 D8360ac84264

Collection TypecollectionType

  • List[3]all time · 9087a46d 65a1 4efb Af6d 87d65f7c2619

Initializedinitialized

  • [][3]all time · 9087a46d 65a1 4efb Af6d 87d65f7c2619

Used byusedBy

  • Average F1[2]sourceall time · Ab86a7b2 F677 45b2 B1d3 D2413153a445

Appendsappends

  • F1[2]sourceall time · Ab86a7b2 F677 45b2 B1d3 D2413153a445

Stores MultiplestoresMultiple

  • F1 Value[4]all time · Dd3a50ba 654e 47e8 B2f7 6fd2c1c26cde

Inbound mentions (8)

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.

accumulatesAccumulates(2)

appliedToApplied to(1)

calculatesMetricCalculates Metric(1)

collectsCollects(1)

computedFromComputed From(1)

tracksMetricTracks Metric(1)

usesVariableUses Variable(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.

11 undated
—
accumulatesbeam/8511e19b-1795-4c4b-b967-d8360ac84264
ex:f1_values
—
appendedBybeam/8511e19b-1795-4c4b-b967-d8360ac84264
ex:f1
—
appendsbeam/ab86a7b2-f677-45b2-b1d3-d2413153a445
ex:f1
—
collectionTypebeam/9087a46d-65a1-4efb-af6d-87d65f7c2619
ex:list
—
initializedbeam/9087a46d-65a1-4efb-af6d-87d65f7c2619
ex:[]
—
typebeam/8511e19b-1795-4c4b-b967-d8360ac84264
ex:List
—
typebeam/dd3a50ba-654e-47e8-b2f7-6fd2c1c26cde
ex:List
—
typebeam/ab86a7b2-f677-45b2-b1d3-d2413153a445
ex:List
—
typebeam/9087a46d-65a1-4efb-af6d-87d65f7c2619
ex:MetricCollection
—
storesMultiplebeam/dd3a50ba-654e-47e8-b2f7-6fd2c1c26cde
ex:f1_value
—
usedBybeam/ab86a7b2-f677-45b2-b1d3-d2413153a445
ex:average_f1

References (4)

4 references
  1. [1]beam-chunk3 facts
    customctx:claims/beam/8511e19b-1795-4c4b-b967-d8360ac84264
    • full textbeam-chunk
      text/plain1 KBdoc:beam/8511e19b-1795-4c4b-b967-d8360ac84264
      Show excerpt
      X, y = make_classification(n_samples=1000, n_features=20, n_informative=15, n_classes=2, random_state=42) X_train, X_test, y_train, y_test = train_test_split(X, y, test_size=0.2, random_state= 42) # Step 3: Implement Automated Testing def …
  2. [2]beam-chunk3 facts
    customctx:claims/beam/ab86a7b2-f677-45b2-b1d3-d2413153a445
    • full textbeam-chunk
      text/plain1 KBdoc:beam/ab86a7b2-f677-45b2-b1d3-d2413153a445
      Show excerpt
      ground_truth = generate_ground_truth(num_queries, num_relevant) with Timer() as timer: results = engine.search(test_data) total_duration += timer.duration total_throughput += num_queries…
  3. [3]9087a46d 65a1 4efb Af6d 87d65f7c26193 facts
    customctx:claims/beam/9087a46d-65a1-4efb-af6d-87d65f7c2619
  4. [4]Dd3a50ba 654e 47e8 B2f7 6fd2c1c26cde2 facts
    customctx:claims/beam/dd3a50ba-654e-47e8-b2f7-6fd2c1c26cde

See also

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