Upload model_metadata.json with huggingface_hub
Browse files- model_metadata.json +36 -0
model_metadata.json
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{
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"artifact": "engine_maintenance_pipeline.joblib",
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"pipeline": [
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"StandardScaler",
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"GradientBoostingClassifier"
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],
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"input_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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"feature_order_required": true,
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"positive_class": 1,
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"class_names": {
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"0": "Normal",
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"1": "Requires Maintenance"
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},
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"best_params": {
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"learning_rate": 0.05,
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"max_depth": 2,
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"n_estimators": 120,
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"subsample": 1.0
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},
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"metrics": {
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"Train_Accuracy": 0.6774,
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"Test_Accuracy": 0.6627,
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"Precision": 0.6845,
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"Recall": 0.8624,
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"F1": 0.7632,
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"ROC_AUC": 0.7017
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},
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"model_version": "1.0.0"
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}
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