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+ # Engine Predictive Maintenance Model
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+
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+ ## Model Description
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+ Sklearn pipeline (StandardScaler + LOGREG) for engine predictive maintenance.
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+
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+ ## Performance
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+ - F1 Score: 0.7657
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+
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+ ## Features
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+ - engine_rpm
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+ - lub_oil_pressure
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+ - fuel_pressure
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+ - coolant_pressure
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+ - lub_oil_temperature
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+ - coolant_temperature
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+
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+ ## Target
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+ - engine_condition (0=Normal, 1=Needs Maintenance)
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+
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+ ## Usage
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+ ```python
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+ import joblib
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+ model = joblib.load('best_model.joblib')
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+ prediction = model.predict(X)
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+ ```