Predictive Maintenance Model
This model is trained using Random Forest to predict engine failures.
Features
- Engine RPM
- Lub Oil Pressure
- Fuel Pressure
- Coolant Pressure
- Lub Oil Temperature
- Coolant Temperature
Target
- Engine Condition (0: Normal, 1: Failure)
Performance
- Recall: 0.90
- F1 Score: 0.77
Use Case
Predictive maintenance to reduce engine failures and downtime.
