Machine Learning, Xgboost, Financial Data, Model Selection.
graph is well-suited to this classification task. It plots the true positive rate against the false positive rate while varying a discrimination threshold. The score is the area of the graph that is under the line produced. The perfect score is 1.0 and a not-so-good score is anywhere below 0.5. The