Interpretable machine learning for insurance

By Larry Baeder, Peggy Brinkmann, and Eric J Xu

02 April 2021

Machine learning algorithms fit models based on patterns identified in data and can be very complex. In this report, we describe and illustrate a range of methods for interpreting machine learning models from the growing field of Interpretable Machine Learning (IML).