NGBoost: Natural Gradient Boosting for Probabilistic Prediction

Tony Duan, Anand Avati, Daisy Yi Ding +4

We present Natural Gradient Boosting (NGBoost), an algorithm for generic probabilistic prediction via gradient boosting. Typical regression models return a point estimate, conditio…