From Point to probabilistic gradient boosting for claim frequency and severity prediction

Dominik Chevalier, Marie-Pier Côté

Gradient boosting for decision tree algorithms are increasingly used in actuarial applications as they show superior predictive performance over traditional generalised linear mode…