Machine Learning, Xgboost, Financial Data, Model Selection.
learning_rate and/or the max_depth in the XGBClassifier, we may see some features become slightly more prominent. Altogether, for this example, this configuration worked well. Instead of just picking the top features by sight, we can use a formula of some kind to pick them for us. In this example,