jackrabbit-filevault

[amir9979]

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[github-actions[bot]]

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{'C': 0.01, 'max_iter': 100, 'penalty': 'l1', 'solver': 'liblinear', 'tol': 0.01, 'warm_start': True} {"model": "LogisticRegression", "scores": {"accuracy_score": 0.9541284403669725, "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": 0.5229357798165137, "pr_auc_score_False": 0.5229357798165137}}

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{'constant': None, 'random_state': None, 'strategy': 'prior'} {"model": "DummyClassifier", "scores": {"accuracy_score": 0.9541284403669725, "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": 0.5229357798165137, "pr_auc_score_False": 0.5229357798165137}}

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{'priors': None, 'var_smoothing': 1e-09} {"model": "GaussianNB", "scores": {"accuracy_score": 0.045871559633027525, "precision_score": 0.045871559633027525, "recall_score": 1.0, "f1_score": 0.08771929824561404, "roc_auc_score_True": 0.5, "roc_auc_score_False": 0.5, "pr_auc_score_True": 0.5229357798165137, "pr_auc_score_False": 0.5229357798165137}}

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{'max_depth': 50, 'max_features': 'log2', 'min_samples_leaf': 2, 'min_samples_split': 0.1, 'n_estimators': 2} {"model": "RandomForestClassifier", "scores": {"accuracy_score": 0.045871559633027525, "precision_score": 0.045871559633027525, "recall_score": 1.0, "f1_score": 0.08771929824561404, "roc_auc_score_True": 0.7606153846153846, "roc_auc_score_False": 0.23938461538461542, "pr_auc_score_True": 0.5111123337413861, "pr_auc_score_False": 0.044393998783514826}}

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{'covariance_estimator': None, 'n_components': None, 'priors': None, 'shrinkage': None, 'solver': 'svd', 'store_covariance': False, 'tol': 0.0001} {"model": "LinearDiscriminantAnalysis", "scores": {"accuracy_score": 0.045871559633027525, "precision_score": 0.045871559633027525, "recall_score": 1.0, "f1_score": 0.08771929824561404, "roc_auc_score_True": 0.5, "roc_auc_score_False": 0.5, "pr_auc_score_True": 0.5229357798165137, "pr_auc_score_False": 0.5229357798165137}}

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{'priors': None, 'reg_param': 0.0, 'store_covariance': False, 'tol': 0.0001} {"model": "QuadraticDiscriminantAnalysis", "scores": {"accuracy_score": 0.9541284403669725, "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": 0.5229357798165137, "pr_auc_score_False": 0.5229357798165137}}

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{'activation': 'relu', 'batch_size': 'auto', 'early_stopping': True, 'hidden_layer_sizes': (32, 64), 'learning_rate': 'invscaling', 'max_iter': 500} {"model": "MLPClassifier", "scores": {"accuracy_score": 0.9541284403669725, "precision_score": 0.0, "recall_score": 0.0, "f1_score": 0.0, "roc_auc_score_True": 0.44903846153846155, "roc_auc_score_False": 0.5, "pr_auc_score_True": 0.022935779816513763, "pr_auc_score_False": 0.5229357798165137}}

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{'leaf_size': 1, 'metric': 'matching', 'n_neighbors': 5, 'p': 1, 'weights': 'uniform'} {"model": "KNeighborsClassifier", "scores": {"accuracy_score": 0.9541284403669725, "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": 0.5229357798165137, "pr_auc_score_False": 0.5229357798165137}}

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{'leaf_size': 1, 'metric': 'hamming', 'outlier_label': -1, 'p': 1, 'radius': 1, 'weights': 'uniform'} {"model": "RadiusNeighborsClassifier", "scores": {"accuracy_score": 0.9541284403669725, "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": 0.5229357798165137, "pr_auc_score_False": 0.5229357798165137}}

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