The Bayesian Case Model: A Generative Approach for Case-Based Reasoning and Prototype Classification

Been Kim, Cynthia Rudin, Julie Shah

We present the Bayesian Case Model (BCM), a general framework for Bayesian case-based reasoning (CBR) and prototype classification and clustering. BCM brings the intuitive power of…