MINTY: Rule-based Models that Minimize the Need for Imputing Features with Missing Values

Lena Stempfle, Fredrik D. Johansson

Rule models are often preferred in prediction tasks with tabular inputs as they can be easily interpreted using natural language and provide predictive performance on par with more…