Datasets:
File size: 788 Bytes
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license: mit
task_categories:
- tabular-classification
tags:
- predictive-maintenance
- engine-health
- tabular-data
- sensor-data
---
# 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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