Naive Bayes classification is a classical machine learning technique to predict a discrete value. For example, you might want to predict the sex of a person (female or male) based on their job type, ...

Naive Bayes classification remains a cornerstone of machine learning, renowned for its simplicity, efficiency, and interpretability. This probabilistic approach leverages Bayes’ theorem under ...

Jessica Minnier, Ming Yuan, Jun S. Liu, Tianxi Cai, Risk Classification With an Adaptive Naive Bayes Kernel Machine Model, Journal of the American Statistical Association, Vol. 110, No. 509 (March ...