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Engine Predictive Maintenance Dataset
This dataset contains engine sensor readings used for predictive maintenance classification.
Objective
Predict whether an engine is operating normally or requires maintenance using sensor parameters.
Columns
- Engine rpm
- Lub oil pressure
- Fuel pressure
- Coolant pressure
- lub oil temp
- Coolant temp
- Engine Condition
Label Assumption
Engine Condition = 1 is treated as the maintenance/faulty class and Engine Condition = 0 is treated as the normal/healthy class.
Files
- 'engine_data.csv': Raw dataset
- 'train.csv': Cleaned training split
- 'test.csv': Cleaned testing split
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