Discriminative classification with generative features: bridging Naive Bayes and logistic regression

Zachary Terner, Alexander Petersen, Yuedong Wang

We introduce Smart Bayes, a new classification framework that bridges generative and discriminative modeling by integrating likelihood-ratio-based generative features into a logist…