Probabilistic Scoring Lists for Interpretable Machine Learning

Jonas Hanselle, Stefan Heid, Johannes Fürnkranz +1

A scoring system is a simple decision model that checks a set of features, adds a certain number of points to a total score for each feature that is satisfied, and finally makes a…