Sum to One
From Dontopedia, the open, paraconsistent wiki. (Last updated 2026-06-08.)
Sum to One has 4 facts recorded in Dontopedia across 2 references.
Maturity scale
raw canonical shape-checked rule-derived certifiedRdf:typerdf:type
- Vector Property[2]sourceall time · D52ddb27 B723 4b42 8bf3 43d5acc93402
- Vector Property[1]all time · De94702d E79b 4737 Adbb 313bcaaf5f26
Ensured byensuredBy
- L1 Normalization[1]all time · De94702d E79b 4737 Adbb 313bcaaf5f26
Rdfs:labelrdfs:label
- sums to 1[1]all time · De94702d E79b 4737 Adbb 313bcaaf5f26
Inbound mentions (3)
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.
ensuresEnsures(1)
- L1 Normalization
ex:l1-normalization
ensuresPropertyEnsures Property(1)
- L1 Normalization
ex:l1-normalization
usesUses(1)
- Probability Distributions
ex:probability-distributions
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 (2)
- custom
ctx:claims/beam/de94702d-e79b-4737-adbb-313bcaaf5f26 - custom
ctx:claims/beam/d52ddb27-b723-4b42-8bf3-43d5acc93402- full textbeam-chunktext/plain950 B
doc:beam/d52ddb27-b723-4b42-8bf3-43d5acc93402Show excerpt
- Ensures that the vector sums to 1 and all elements are positive. - Often used in classification tasks to convert logits into probabilities. #### Cons: - Can be computationally expensive for large vectors. - May not be suitable for all ty…
See also
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