Engine Predictive Maintenance Model
This repository stores the trained model artifact for deployment.
Source Dataset
- Dataset Repository:
AshishTatapuzha/engine-predictive-maintenance-dataset
- Dataset File in Hub:
data/engine_data.csv
- Local Dataset File:
/root/ashiravi/predictive_maintenance_project/data/engine_data.csv
Saved Model Details
- Notebook model variable used:
best_model
- Model artifact file:
engine_condition_model.joblib
Inference Features
[
"Engine rpm",
"Lub oil pressure",
"Fuel pressure",
"Coolant pressure",
"lub oil temp",
"Coolant temp"
]
Target Labels
{
"0": "Normal",
"1": "Faulty"
}
