| library_name: scikit-learn | |
| tags: | |
| - machine-learning | |
| - predictive-maintenance | |
| # Predictive Maintenance Engine Model | |
| Final model: Tuned_GradientBoosting_Engineered | |
| ## Test Metrics | |
| - Accuracy: 0.6627 | |
| - Precision: 0.6926 | |
| - Recall: 0.8360 | |
| - F1: 0.7575 | |
| - ROC-AUC: 0.6973 | |