| title: FFCL Consumable Prediction API | |
| emoji: 🚀 | |
| colorFrom: blue | |
| colorTo: green | |
| sdk: docker | |
| app_port: 7860 | |
| pinned: false | |
| # FFCL Consumable Prediction API | |
| This API predicts the required quantity of turnaround consumables using an XGBoost Regression model. | |
| ## Input Example | |
| ```json | |
| { | |
| "unit_price": 209.71, | |
| "y2017": 160, | |
| "y2019": 0, | |
| "y2021": 260, | |
| "area": "FM-S", | |
| "dept": "FM-CAN", | |
| "category": "WELDING PRODUCTS" | |
| } | |
| ``` | |
| ## Output | |
| ```json | |
| { | |
| "Predicted Qty": 27.77 | |
| } | |
| ``` | |