@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-ZP94H7LL-P>
  skos:hiddenLabel "Matthews Correlation Coefficient"@en, "Coefficient de Corrélation de Matthews"@fr ;
  skos:prefLabel "coefficient de corrélation de Matthews"@fr, "Matthews correlation coefficient"@en ;
  skos:example "Mathew's Correlation Coefficient (MCC) (Matthews 1975) is a suitable score for evaluating text classification tasks but its applicability to NER tasks is unclear. (Niklaus, Matoshi, Rani, Galassi, Stürmer & Chalkidis, 2023)"@en, "We incorporate Phi coefficient in our technique which is based on corpus-based term-to-term relatedness information and successfully handles the shortlength challenge of short texts. (Khan & Karim, 2012)"@en, "Matthews correlation coefficient (MCC) (Chicco and Jurman 2020) is used as a metric for evaluating QE model performance. (Eo, Park, Moon, Seo, Kim, Lee & Lim, 2022)"@en, "Additionally we incorporate the Matthews correlation coefficient (MCC) (Chicco and Jurman 2020) as an evaluation metric for sentence-level detection. (Jung, Eo & Lim, 2024)"@en, "We then computed the Matthews correlation coefficient (MCC) between the controllability of the role label as measured by the SRL predictor with the gold controllability annotations for the subset of roles without annotation impossible. (Ross, Wu, Peng, Peters & Gardner, 2022)"@en ;
  skos:exactMatch <https://www.wikidata.org/wiki/Q6791500> ;
  skos:inScheme <http://data.loterre.fr/ark:/67375/8LP> ;
  skos:altLabel "coefficient phi"@fr, "coefficient de phi"@fr, "MCC"@en, "MCC"@fr, "phi coefficient"@en ;
  skos:definition "Métrique qui estime la qualité des classifications binaires et multiclasses en prenant en compte les vrais et les faux positifs et les négatifs. (Adapté de ibm.com)"@fr, "A measure of the quality of binary (two-class) classifications. (Wikipedia)"@en ;
  dc:modified "2024-05-02T09:34:02"^^xsd:dateTime ;
  skos:broader <http://data.loterre.fr/ark:/67375/8LP-BBHG067Z-X> ;
  a skos:Concept .

<http://data.loterre.fr/ark:/67375/8LP-BBHG067Z-X>
  skos:prefLabel "métrique"@fr, "metric"@en ;
  a skos:Concept ;
  skos:narrower <http://data.loterre.fr/ark:/67375/8LP-ZP94H7LL-P> .