Question: is naive bayes supervised learning?
Answer: For some types of probability models, naive Bayes classifiers can be trained very efficiently in a supervised learning setting. ... Still, a comprehensive comparison with other classification algorithms in 2006 showed that Bayes classification is outperformed by other approaches, such as boosted trees or random forests.