---
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