Machine Learning, Xgboost, Financial Data, Model Selection.
models. For the numeric features, we will keep it simple and apply the StandardScaler to them. This standardizes each feature to remove the mean and scale to unit variance. With this transformation, the data will not be as susceptible to outliers. There are other types of scaling, such as the