Gradient boosting decision tree (GBDT) for firm failure prediction is proposed. Sensitivity analysis and model interpretability of GBDT are analyzed and validated. GDBT, bagging, Adaboost, Random ...

In this paper we introduce a new graph, the sequential decision diagram, to aid in modeling, formulation, and solution of sequential decision problems under uncertainty. While as compact as an ...