1. 2023. Catboost documentation. https://catboost.ai/en/docs/references/training-parameters/common. 2023. Catboost documentation. https://catboost.ai/en/docs/references/training-parameters/common.
2. 2023. LightGBM documentation. https://lightgbm.readthedocs.io/en/stable/Parameters.html. 2023. LightGBM documentation. https://lightgbm.readthedocs.io/en/stable/Parameters.html.
3. 2023. Outlier detection method. https://docs.oracle.com/cd/E40248_01/epm.1112/cb_statistical/frameset.htm?ch07s02s10s01.html. 2023. Outlier detection method. https://docs.oracle.com/cd/E40248_01/epm.1112/cb_statistical/frameset.htm?ch07s02s10s01.html.
4. Optuna
5. Sarang Brahme Rahul Agarwal Liu Yong Abhishek Srivastava and Athirai Irissappane. 2023. Recsys Challenge 2023: Challenge task. http://www.recsyschallenge.com/2023/. Sarang Brahme Rahul Agarwal Liu Yong Abhishek Srivastava and Athirai Irissappane. 2023. Recsys Challenge 2023: Challenge task. http://www.recsyschallenge.com/2023/.