---
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.