DNAMite: Interpretable Calibrated Survival Analysis with Discretized Additive Models

Mike Van Ness, Billy Block, Madeleine Udell

Survival analysis is a classic problem in statistics with important applications in healthcare. Most machine learning models for survival analysis are black-box models, limiting th…