Posterior averaging with Gaussian naive Bayes and the R package RandomGaussianNB for big-data classification
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RandomGaussianNB is an open-source R package implementing the posterior-averaging Gaussian naive Bayes (PAV-GNB) algorithm, a scalable ensemble extension of the classical GNB classifier. The method introduces posterior averaging to mitigate correlation bias an... ...
