Datasets:
| task_categories: | |
| - tabular-classification | |
| language: | |
| - en | |
| tags: | |
| - predictive-maintenance | |
| - engine-sensor-data | |
| - binary-classification | |
| # Predictive Maintenance Engine Dataset | |
| This dataset contains engine sensor readings for a binary predictive maintenance classification task. | |
| ## Canonical columns | |
| [ | |
| "Engine_RPM", | |
| "Lub_Oil_Pressure", | |
| "Fuel_Pressure", | |
| "Coolant_Pressure", | |
| "Lub_Oil_Temperature", | |
| "Coolant_Temperature", | |
| "Engine_Condition" | |
| ] | |
| ## Target interpretation | |
| `Engine_Condition = 1` is treated as the maintenance/fault-risk class and `Engine_Condition = 0` as normal operation for this project. | |
| ## Notes | |
| The source CSV used slightly different names such as `Engine rpm`, `Lub oil pressure`, `lub oil temp`, and `Engine Condition`. They were standardized in this notebook. | |