On the Use of m-Probability-Estimation and Imprecise Probabilities in the Naïve Bayes Classifier

DOI10.1142/S0218488520500282zbMath1503.68240OpenAlexW3041363007MaRDI QIDQ5876071

Serafín Moral-García, Javier G. Castellano, Joaquín Abellán, Carlos J. Mantas

Publication date: 31 January 2023

Published in: International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1142/s0218488520500282

zbMATH Keywords

noisy datasupervised learningimprecise probabilitiesnaïve Bayes\(m\)-estimate\(m\)-probability-estimation

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Learning and adaptive systems in artificial intelligence (68T05) Reasoning under uncertainty in the context of artificial intelligence (68T37)

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