Predicting Machine Failure Predicting Machine Failure Probability with Xgboost Setup The Project Install Python I recommend that you install Python3.8x Install the libraries with pip pip install matplotlib numpy pandas sklearn xgboost How this is working? Used sklearn for preprocessing, and xgboost for modeling and training.