Feature quantization for parsimonious and interpretable predictive models

Adrien Ehrhardt, Christophe Biernacki, Vincent Vandewalle +1

For regulatory and interpretability reasons, logistic regression is still widely used. To improve prediction accuracy and interpretability, a preprocessing step quantizing both con…