Dontopedia

Range of Thresholds

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

Range of Thresholds has 11 facts recorded in Dontopedia across 4 references, with 2 live disagreements.

11 facts·8 predicates·4 sources·2 in dispute

Mostly:rdf:type(2), specified by(1), lower bound(1)

Maturity scale raw canonical shape-checked rule-derived certified

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.

generatesGenerates(1)

hasParameterHas Parameter(1)

suggestedSuggested(1)

uses-rangeUses Range(1)

Other facts (9)

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.

9 facts
PredicateValueRef
Rdf:typeConcept[1]
Rdf:typeNumeric Range[4]
Specified bynp.linspace(0.5, 0.9, 5)[2]
Lower Bound0.5[3]
Upper Bound0.9[3]
Num Points5[3]
Has Start0.7[4]
Has End1[4]
Has Step0.05[4]

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
—
typebeam/0bbbbce3-3840-4112-b689-f7a26d605a3a
ex:Concept
—
labelbeam/0bbbbce3-3840-4112-b689-f7a26d605a3a
Range of Thresholds
—
specifiedBybeam/03fa72aa-cf63-4dbd-be06-fea404a8cebd
np.linspace(0.5, 0.9, 5)
—
lowerBoundbeam/4bc47b54-8640-442a-b990-773839dd8a41
0.5
—
upperBoundbeam/4bc47b54-8640-442a-b990-773839dd8a41
0.9
—
numPointsbeam/4bc47b54-8640-442a-b990-773839dd8a41
5
—
typebeam/f85640f6-6171-48b4-a25c-15c083b59052
ex:NumericRange
—
labelbeam/f85640f6-6171-48b4-a25c-15c083b59052
0.7 to 1.0 with step 0.05
—
has-startbeam/f85640f6-6171-48b4-a25c-15c083b59052
0.7
—
has-endbeam/f85640f6-6171-48b4-a25c-15c083b59052
1
—
has-stepbeam/f85640f6-6171-48b4-a25c-15c083b59052
0.05

References (4)

4 references
  1. [1]0bbbbce3 3840 4112 B689 F7a26d605a3a2 facts
    ctx:claims/beam/0bbbbce3-3840-4112-b689-f7a26d605a3a
    • full textbeam-chunk
      text/plain1 KBdoc:beam/0bbbbce3-3840-4112-b689-f7a26d605a3a
      Show excerpt
      [Turn 8153] Assistant: That sounds like a great plan! Running the grid search and monitoring the performance logs will help you identify the optimal threshold and make iterative improvements. Here are a few additional tips to ensure you get…
  2. [2]03fa72aa Cf63 4dbd Be06 Fea404a8cebd1 fact
    ctx:claims/beam/03fa72aa-cf63-4dbd-be06-fea404a8cebd
    • full textbeam-chunk
      text/plain1 KBdoc:beam/03fa72aa-cf63-4dbd-be06-fea404a8cebd
      Show excerpt
      return test_queries, expected_outcomes # Tune the threshold def tune_threshold(test_queries, expected_outcomes, thresholds): best_threshold = None best_precision = 0 for threshold in thresholds: precision = evaluate…
  3. [3]4bc47b54 8640 442a B990 773839dd8a413 facts
    ctx:claims/beam/4bc47b54-8640-442a-b990-773839dd8a41
    • full textbeam-chunk
      text/plain1 KBdoc:beam/4bc47b54-8640-442a-b990-773839dd8a41
      Show excerpt
      best_threshold = threshold return best_threshold, best_precision # Main function to run the optimization def main(): num_queries = 2500 test_queries, expected_outcomes = generate_test_data(num_queries) # De…
  4. [4]F85640f6 6171 48b4 A25c 15c083b590525 facts
    ctx:claims/beam/f85640f6-6171-48b4-a25c-15c083b59052
    • full textbeam-chunk
      text/plain1 KBdoc:beam/f85640f6-6171-48b4-a25c-15c083b59052
      Show excerpt
      print(f"Best Threshold: {best_threshold}, Best Accuracy: {best_accuracy}") # Tune the queries with the best threshold tuned_queries = tune_thresholds(queries, best_threshold) print(tuned_queries) ``` ### Explanation 1. **Cross-Validation…

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