Machine Learning, Xgboost, Financial Data, Model Selection.
feature. For instance, if a column has 4 possible categories, the OHE creates 4 columns and then puts either 0 or 1 in each row to declare whether that category is absent or present in that row. We end up with a sparse data representation that accounts for the categories but is more easily used by