Daoud, E. (2019), 'Comparison between XGBoost, LightGBM and CatBoost Using a Home Credit Dataset', World Academy of Science, Engineering and Technology, Open Science Index 145, International Journal of Computer and Information Engineering, 13(1), 6 - 10.