Upload model_metadata.json with huggingface_hub
Browse files- model_metadata.json +51 -0
model_metadata.json
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{
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"model_name": "XGBoost",
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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 Temp",
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"Coolant Temp",
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"RPM_x_OilPressure",
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"RPM_x_FuelPressure",
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"RPM_x_CoolantPressure",
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"OilTemp_x_OilPressure",
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"CoolantTemp_x_CoolantPressure",
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"RPM_squared",
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"OilPressure_squared",
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"TempDiff",
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"OilFuelPressureRatio",
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"CoolantOilPressureRatio",
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"OilHealthIndex",
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"CoolantStress",
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"OilTempPerRPM",
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"CoolantTempPerRPM",
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"PressureSum",
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"TempSum"
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],
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"n_features": 22,
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"target": "Engine Condition",
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"threshold": 0.14454752206802368,
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"test_metrics": {
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"balanced_accuracy": 0.6428076770874555,
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"roc_auc": 0.6994469826879799,
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"recall": 0.6309523809523809,
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"precision": 0.7571428571428571,
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"f2": 0.6527093596059114
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},
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"best_params": {
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"colsample_bytree": 0.8,
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"learning_rate": 0.1,
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"max_depth": 3,
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"scale_pos_weight": 0.5859493396839143,
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"subsample": 0.8
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},
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"training_info": {
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"cv_folds": 3,
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"scoring": "balanced_accuracy",
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"train_samples": 14651,
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"val_samples": 1953,
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"test_samples": 2931
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}
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}
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