IEEE

Prediction Of Particulate Matter (PM) Concentration in Highland Wooden Houses Using XGBoost, LightGBM, And Catboost

Abstract: This study aims to predict the concentration of PM2.5 within wooden houses located in highland areas using advanced machine learning models, namely CatBoost, XGBoost, and LightGBM. These ...
IEEE

Evaluating the Effectiveness of the CatBoost Classifier in Distinguishing Benign Traffic, FTP BruteForce and SSH BruteForce Traffic

Abstract: In this study, we enhance information security practices by leveraging the CatBoost classifier within the challenging domain of network intrusion detection. Building upon the foundation of ...