Fractional Naive Bayes (FNB): non-convex optimization for a parsimonious weighted selective naive Bayes classifier

Carine Hue, Marc Boullé

We study supervised classification for datasets with a very large number of input variables. The naïve Bayes classifier is attractive for its simplicity, scalability and effectiven…