Interpretable and Calibrated Classification of Clinical Data Using Supervised Feature Binarization

Antony Garcia, Adrian Noriega, Gabrielle Britton +1

Black-box models limit the adoption of artificial intelligence in medicine because their predictions are difficult to interpret and reproduce. We present a statistically grounded f…