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model_metadata_hybrid.json
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{
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"model_type": "LogisticRegression_with_Patterns",
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"vectorizer": "TfidfVectorizer",
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"training_date": "2025-10-15T04:55:04.682350",
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"accuracy": 0.9367469879518072,
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"auc_roc": 0.9514427457492933,
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"cv_mean_score": 0.9348898825821935,
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"cv_std_score": 0.003969362036158342,
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"n_samples": 18258,
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"n_train_samples": 14606,
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"n_test_samples": 3652,
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"n_features": 10001,
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"test_size": 0.2,
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"random_state": 42,
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"confusion_matrix": [
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[
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3097,
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162
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],
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[
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69,
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324
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]
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],
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"hyperparameters": {
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"max_iter": 1000,
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"solver": "saga",
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"C": 0.8,
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"class_weight": "balanced"
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}
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}
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