1 code implementation • 15 Jun 2021 • Haoxue Wang, Liexin Cheng
In order to make the best use of the important features in the dataset, we propose a technique named "synthetic generation" to develop more combined features based on arithmetic operation, which ends up improving the accuracy and AUC of the original CatBoost model.