Boosting insights in insurance tariff plans with tree-based machine learning methods

Roel Henckaerts, Marie-Pier Côté, Katrien Antonio +1

Pricing actuaries typically operate within the framework of generalized linear models (GLMs). With the upswing of data analytics, our study puts focus on machine learning methods t…