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Vehicle Breakdown Prediction – Gradient Boosting
Model
- Algorithm: Gradient Boosting Classifier
- Version: v1
- Trained on: Engine & vehicle telemetry data
- Preprocessing: Scaling + outlier capping
- Evaluation metric: Recall (priority)
Intended Use
Predict potential vehicle breakdowns for preventive maintenance.
Limitations
- Trained on historical data
- Performance may degrade with data drift
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