@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-TRD99GX3-D>
  skos:example "His results indicate that the simple Naive-Bayes algorithm gives the highest accuracy on the \"line\" corpus tested. (Ng, 1997)"@en, "Des systèmes de classement à base de SVM ou d'algorithme bayésien naïf entraînés sur ces données ont obtenu jusqu'à 70 % d'exactitude. (Pak & Paroubek, 2010)"@fr, "For the experimental results reported in this paper we used the implementation of Naive-Bayes algorithm in the PEBLS program (Rachlin and Salzberg 1993) which has an option for training and testing using the Naive-Bayes algorithm. (Ng, 1997)"@en, "We found that the SVMs and the feedforward neural networks gave the best results on the development set while the KNN and Naive Bayes algorithms did not perform well. (Donker, Overbeek, Thulden & Zwagers, 2024)"@en, "The naive Bayes algorithm estimates the conditional probability of a set of features given a label using the product of the probabilities of the individual features given that label. (Rodríguez Penagos, 2004)"@en, "We used the Naive Bayes algorithm to build such an orientation classifier. (Kazemiy, Toral, Way & Monadjemiy, 2015)"@en ;
  skos:prefLabel "naive Bayesian algorithm"@en, "algorithme bayésien naïf"@fr ;
  skos:inScheme <http://data.loterre.fr/ark:/67375/8LP> ;
  a skos:Concept ;
  skos:hiddenLabel "Algorithme bayésien naïf"@fr, "Naive Bayesian Algorithm"@en ;
  skos:altLabel "naive Bayes algorithm"@en ;
  skos:broader <http://data.loterre.fr/ark:/67375/8LP-BW38VTQJ-7> ;
  dc:modified "2024-05-03T09:44:08"^^xsd:dateTime ;
  skos:definition "A probabilistic machine learning technique that is applied to classification jobs and is based on Bayes' theory. (Alahmar et al., Naive Bayes Algorithms, 2023)"@en .

<http://data.loterre.fr/ark:/67375/8LP-BW38VTQJ-7>
  skos:prefLabel "modèle statistique"@fr, "statistical model"@en ;
  a skos:Concept ;
  skos:narrower <http://data.loterre.fr/ark:/67375/8LP-TRD99GX3-D> .