Naive-Bayes on The Standard Error

Naive-Bayes on The Standard Errorhttps://jongha-jeon-dev.github.io/standarderror/tags/naive-bayes/Recent content in Naive-Bayes on The Standard ErrorHugo -- 0.123.7en-gbTue, 13 Oct 2026 00:00:00 +0000ML 43: Naive Bayes Counts Correlated Evidence Twice, and Only Its Probabilities Noticehttps://jongha-jeon-dev.github.io/standarderror/lectures/ml-43-naive-bayes/Tue, 13 Oct 2026 00:00:00 +0000https://jongha-jeon-dev.github.io/standarderror/lectures/ml-43-naive-bayes/The independence assumption is wrong and naive Bayes still classifies well, as the textbooks say. What the assumption breaks is the one thing the model's name promises: its probabilities.