Dr. James McCaffrey of Microsoft Research uses Python code samples and screenshots to explain naive Bayes classification, a machine learning technique used to predict the class of an item based on two ...

Naive Bayes classification remains a cornerstone of machine learning, renowned for its simplicity, efficiency, and interpretability.

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 ...

In this paper, the authors propose a hybrid system of SMS classification to detect spam or ham, using Naive Bayes classifier and Apriori algorithm.

Researchers from Nigeria have employed a naïve Bayes as a probability classifier to help them predict whether or not new patients arriving with symptoms first actually have the parasitic disease and ...

In this article Dr Birnbaum and Dr Maxwell describe some methods of classification based on the classical probability formula of Bayes, and on some of its applications suggested by the theory of ...