General naive Bayes classification is a classical machine learning technique to predict a discrete value. There are several variations of naive Bayes (NB) including Categorical NB, Bernoulli NB, ...

A full-code demo from Dr. James McCaffrey of Microsoft Research shows how to predict the type of a college course by analyzing grade counts for each type of course. General naive Bayes classification ...

Abstract: Early osteoporosis detection is considered crucial for minimizing health consequences. The primary method for early osteoporosis detection is through bone density testing. However, this is ...

This project involves the development of a classification model to categorize sports news articles into one of five categories: football, cricket, athletics, rugby, or tennis. The dataset used in this ...

The ROC curves show that Multinomial Naive Bayes and Bernoulli Naive Bayes both achieved excellent discrimination ability between spam and ham messages, with AUC scores of 99.066% and 99.128% ...

1 Laboratoire des Sciences, des Technologies de l’Information et de la Communication (LASTIC), Ecole Supérieure Africaine des Technologie de l’Information et de la Communication (ESATIC), Abidjan, ...