Machine Learning, Xgboost, Financial Data, Model Selection.
Therefore, we will want to apply a different type of transformation to each so that the models can use the data well. To do this, we will use the Scikit Learn ColumnTransformer to apply the transformations appropriately. There are several ways to prepare categorical data for modeling. In this case,