Scania Truck - Air pressure system failures

• Original dataset from UCI Machine Learning
• Objective: Predict failures and minimize costs based on sensor readings
• A simple implementation of LGBM mainly focused on applying diverse missing value imputation methods & oversampling methods
• Imputation: KNN, MICE, SMOTE, Simple
• Oversampling: KNN, SMOTE, ADASYN