@prefix owl: <http://www.w3.org/2002/07/owl#> .
@prefix skos: <http://www.w3.org/2004/02/skos/core#> .
@prefix dc: <http://purl.org/dc/terms/> .
@prefix xsd: <http://www.w3.org/2001/XMLSchema#> .

<http://data.loterre.fr/ark:/67375/8LP> a owl:Ontology, skos:ConceptScheme .
<http://data.loterre.fr/ark:/67375/8LP-QG9BMBGV-8>
  skos:prefLabel "hyperparamètre"@fr, "hyperparameter"@en ;
  a skos:Concept ;
  skos:narrower <http://data.loterre.fr/ark:/67375/8LP-Q8D7GFWP-7> .

<http://data.loterre.fr/ark:/67375/8LP-Q8D7GFWP-7>
  skos:hiddenLabel "Graine aléatoire"@fr, "Random seed"@en ;
  skos:example "We train each model 5 times with different random seed and when evaluating we sample 4 different support sets. (Chen, Lin, Han & Sun, 2021)"@en, "Since we run each case using 5 random seeds and report the average performance the final tokens are 25990*5=129950 tokens so we need to spend $0.38985. (Yuan, Chen, Zhang & Jiang, 2024)"@en, "We ran each setup 5 times with different random seeds. (Portelance, Frank, Jurafsky, Sordoni & Laroche, 2021)"@en, "All experiments were repeated ten times with varying random seeds but with the same data (subsets). (Hedderich, Adelani, Zhu, Alabi, Markus & Klakow, 2020)"@en, "We ran 2 random seeds for each and report the mean. (Portelance, Frank, Jurafsky, Sordoni & Laroche, 2021)"@en ;
  skos:inScheme <http://data.loterre.fr/ark:/67375/8LP> ;
  skos:definition "A number that is used to initialize a pseudorandom number generator, which is typically used to determine the initial state of model parameters. (Based on Bethard, We need to talk about random seeds, 2022)"@en ;
  a skos:Concept ;
  skos:exactMatch <https://www.wikidata.org/wiki/Q1886131> ;
  skos:altLabel "graine du générateur de nombre aléatoire"@fr ;
  skos:broader <http://data.loterre.fr/ark:/67375/8LP-QG9BMBGV-8> ;
  skos:prefLabel "random seed"@en, "graine aléatoire"@fr ;
  dc:modified "2024-06-28T11:27:58"^^xsd:dateTime .