Tweedie Gradient Boosting for Extremely Unbalanced Zero-inflated Data

He Zhou, Yi Yang, Wei Qian

Tweedie's compound Poisson model is a popular method to model insurance claims with probability mass at zero and nonnegative, highly right-skewed distribution. In particular, it is…