In this Repo an efficient implementation for binary classification with XGBoost, LightGBM and CatBoost classifiers to predict a patient's smoking status
- The Competition on Kaggle: https://www.kaggle.com/competitions/playground-series-s3e24
- Original dataset: https://www.kaggle.com/datasets/gauravduttakiit/smoker-status-prediction-using-biosignals