Efficient Approximate Solutions to Mutual Information Based Global Feature Selection

Hemanth Venkateswara, Prasanth Lade, Binbin Lin +2

Mutual Information (MI) is often used for feature selection when developing classifier models. Estimating the MI for a subset of features is often intractable. We demonstrate, that…