attic-ode

[amir9979]

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{'priors': None, 'var_smoothing': 1e-09} {"model": "GaussianNB", "scores": {"accuracy_score": 0.05642633228840126, "precision_score": 0.033190578158458245, "recall_score": 1.0, "f1_score": 0.06424870466321243, "roc_auc_score_True": 0.5124190064794816, "roc_auc_score_False": 0.48758099352051837, "pr_auc_score_True": 0.5165952890792291, "pr_auc_score_False": 0.01619644723092999}}

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{'activation': 'identity', 'batch_size': 'auto', 'early_stopping': True, 'hidden_layer_sizes': (32, 64), 'learning_rate': 'adaptive', 'max_iter': 500} {"model": "MLPClassifier", "scores": {"accuracy_score": 0.8652037617554859, "precision_score": 0.0, "recall_score": 0.0, "f1_score": 0.0, "roc_auc_score_True": 0.37095032397408206, "roc_auc_score_False": 0.5593952483801297, "pr_auc_score_True": 0.01619644723092999, "pr_auc_score_False": 0.5182998819362455}}

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{'max_depth': None, 'max_features': 'log2', 'min_samples_leaf': 2, 'min_samples_split': 0.1, 'n_estimators': 2} {"model": "RandomForestClassifier", "scores": {"accuracy_score": 0.96760710553814, "precision_score": 0.0, "recall_score": 0.0, "f1_score": 0.0, "roc_auc_score_True": 0.531317494600432, "roc_auc_score_False": 0.468682505399568, "pr_auc_score_True": 0.5172413793103449, "pr_auc_score_False": 0.01619644723092999}}

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{'leaf_size': 1, 'metric': 'matching', 'n_neighbors': 5, 'p': 1, 'weights': 'uniform'} {"model": "KNeighborsClassifier", "scores": {"accuracy_score": 0.96760710553814, "precision_score": 0.0, "recall_score": 0.0, "f1_score": 0.0, "roc_auc_score_True": 0.5, "roc_auc_score_False": 0.5, "pr_auc_score_True": 0.51619644723093, "pr_auc_score_False": 0.51619644723093}}

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{'leaf_size': 1, 'metric': 'hamming', 'outlier_label': -1, 'p': 1, 'radius': 1, 'weights': 'uniform'} {"model": "RadiusNeighborsClassifier", "scores": {"accuracy_score": 0.96760710553814, "precision_score": 0.0, "recall_score": 0.0, "f1_score": 0.0, "roc_auc_score_True": 0.5, "roc_auc_score_False": 0.5, "pr_auc_score_True": 0.51619644723093, "pr_auc_score_False": 0.51619644723093}}

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