- Introduce an abstract XGBoost Estimator - Update to the latest XGBoost parameters - Add all XGBoost parameters supported in XGBoost4j-spark. - Add setter and getter for these parameters. - Remove the deprecated parameters - Address the missing value handling - Remove any ETL operations in XGBoost - Rework the GPU plugin - Expand sanity tests for CPU and GPU consistency