360 Tech Engineering

Jun 13, 2019 · Artificial Intelligence

Bayesian Optimal Discretization of Continuous Attributes (MODL) – Theory and Practice

This article explains why and how to discretize continuous features for categorical targets, compares three common discretization strategies, and details a Bayesian optimal method (MODL) with its mathematical formulation and implementation references.