Multilabel naïve Bayes classification considering label dependence

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Hae-Cheon Kim, Jin-Hyeong Park, Dae-Won Kim, Jaesung Lee

Published: 2020, Last Modified: 07 Nov 2025Pattern Recognit. Lett. 2020EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•We propose a novel multilabel naïve Bayes classifier named MLNB-LD.•A new naïve Bayes probability model is derived for multilabel problems.•The proposed method utilizes the dependence between label pairs.