generative-vs-discriminative-models

IN premise — entries/2026/06/21/wiki-Supervised_learning-chunk-2.md

Created 2026-06-21T09:55:53+00:00

Generative models (naive Bayes, LDA) model the joint distribution P(x,y) and can have closed-form solutions; discriminative models (logistic regression) model P(y|x) directly and generally require iterative optimization