Machine Learning, Xgboost, Financial Data, Model Selection.
scoring for the KFold cross-validator. Here, the choice of roc_auc as a scoring metric is important. Our task is supervised binary classification, which means we have access to the target variable, and it is a binary choice, 0 or 1. The Area Under the Curve of the Receiver Operating Characteristic