How to Set Naive Bayes Class Priors After Rebalancing Data

Learn why a balanced training sample can give Gaussian Naive Bayes the wrong starting probabilities, replace them with expected deployment rates, and verify the effect on an untouched rare-event test set.

July 22, 2026 in Python, Machine Learning by Mehdi Lotfinejad11 minutes