Top-K Selection
From Dontopedia, the open, paraconsistent wiki. (Last updated 2026-06-08.)
Top-K Selection has 28 facts recorded in Dontopedia across 5 references, with 4 live disagreements.
Mostly:rdf:type(3), sorts in descending order(2), operation(2)
Maturity scale
raw canonical shape-checked rule-derived certifiedInbound mentions (10)
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.
describesDescribes(1)
- Calculate Accuracy Function
ex:calculate-accuracy-function
followedByFollowed by(1)
- Similarity Calculation
ex:similarity-calculation
hasSectionHas Section(1)
- Code Snippet
ex:code-snippet
hasStepHas Step(1)
- Accuracy Computation Process
ex:accuracy-computation-process
negatedByNegated by(1)
- Similarities
ex:similarities
precedesPrecedes(1)
- Similarity Calculation
ex:similarity-calculation
producedByProduced by(1)
- Top Indices
ex:top-indices
producesProduces(1)
- Top Indices
ex:top-indices
sortedBySorted by(1)
- Similarities
ex:similarities
usedInUsed in(1)
- Cosine Similarity
ex:cosine-similarity
Other facts (26)
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.
| Predicate | Value | Ref |
|---|---|---|
| Rdf:type | Algorithm | [2] |
| Rdf:type | Code Section | [3] |
| Rdf:type | Selection Method | [5] |
| Sorts in Descending Order | true | [2] |
| Sorts in Descending Order | Similarities | [3] |
| Operation | sorting similarities in descending order | [3] |
| Operation | selecting top k indices | [3] |
| Precedes Mutation | null | [1] |
| Uses Operation | Argsort | [2] |
| Returns | Top Indices | [2] |
| Selects | Top Indices | [2] |
| Based on | Similarities Array | [2] |
| Uses Negative Sign | true | [2] |
| Slices | First K Elements | [2] |
| Returns Indices | true | [2] |
| Is Step in | Accuracy Computation Process | [2] |
| Function | np.argsort | [3] |
| Variable | Top Indices | [3] |
| Parameter | Top K | [3] |
| Precedes | Accuracy Calculation | [3] |
| Invokes Function | Np Argsort | [3] |
| Followed by | Accuracy Calculation | [3] |
| Uses Negation | Similarities | [3] |
| Uses Slicing | true | [3] |
| Slices at | Top K | [3] |
| Algorithm | sort-and-slice | [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.
References (5)
ctx:discord/blah/training-and-evals/part-23ctx:claims/beam/1c92d7b3-5e81-4735-8dba-06ce859d99dcctx:claims/beam/49bb8319-f0dd-4dfe-93e8-bcf8d163e4c4- full textbeam-chunktext/plain1 KB
doc:beam/49bb8319-f0dd-4dfe-93e8-bcf8d163e4c4Show excerpt
# Check if the target accuracy is met if accuracy >= target_accuracy: print("Target accuracy achieved!") else: print("Target accuracy not achieved. Consider adjusting parameters or increasing the dataset size.") ``` ### Explanation…
ctx:claims/beam/318b09a9-3f79-4b9f-a94a-d96efdba319cctx:claims/beam/c07ae379-ae89-4db6-8cc7-34e24961d945
See also
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