README.md

metadata

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