Theoretical Evaluation of Feature Selection Methods based on Mutual Information

no code implementations • 21 Sep 2016 • Cláudia Pascoal, M. Rosário Oliveira, António Pacheco, Rui Valadas

Feature selection methods are usually evaluated by wrapping specific classifiers and datasets in the evaluation process, resulting very often in unfair comparisons between methods.

feature selection Mutual Information Estimation