| license: mit | |
| tags: | |
| - predictive-maintenance | |
| - engine-health | |
| - classification | |
| - tabular-data | |
| # Engine Predictive Maintenance Model | |
| This repository stores the trained model artifact for deployment. | |
| ## Source Dataset | |
| - Dataset Repository: `AshishTatapuzha/engine-predictive-maintenance-dataset` | |
| - Dataset File in Hub: `data/engine_data.csv` | |
| - Local Dataset File: `/root/ashiravi/predictive_maintenance_project/data/engine_data.csv` | |
| ## Saved Model Details | |
| - Notebook model variable used: `best_model` | |
| - Model artifact file: `engine_condition_model.joblib` | |
| ## Inference Features | |
| [ | |
| "Engine rpm", | |
| "Lub oil pressure", | |
| "Fuel pressure", | |
| "Coolant pressure", | |
| "lub oil temp", | |
| "Coolant temp" | |
| ] | |
| ## Target Labels | |
| { | |
| "0": "Normal", | |
| "1": "Faulty" | |
| } | |