myfaces-extcdi

[amir9979]

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{'priors': None, 'var_smoothing': 1e-09} {"model": "GaussianNB", "scores": {"accuracy_score": 0.8837837837837837, "precision_score": 0.0, "recall_score": 0.0, "f1_score": 0.0, "roc_auc_score_True": 0.4631728045325779, "roc_auc_score_False": 0.5368271954674221, "pr_auc_score_True": 0.022972972972972974, "pr_auc_score_False": 0.5247093023255814}}

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{'activation': 'tanh', 'batch_size': 'auto', 'early_stopping': True, 'hidden_layer_sizes': (64,), 'learning_rate': 'invscaling', 'max_iter': 500} {"model": "MLPClassifier", "scores": {"accuracy_score": 0.20270270270270271, "precision_score": 0.05161290322580645, "recall_score": 0.9411764705882353, "f1_score": 0.09785932721712538, "roc_auc_score_True": 0.6402266288951841, "roc_auc_score_False": 0.35985669055157476, "pr_auc_score_True": 0.04732950395824867, "pr_auc_score_False": 0.031027101093173002}}

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{'leaf_size': 1, 'metric': 'hamming', 'outlier_label': -1, 'p': 1, 'radius': 1, 'weights': 'uniform'} {"model": "RadiusNeighborsClassifier", "scores": {"accuracy_score": 0.9540540540540541, "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": 0.522972972972973, "pr_auc_score_False": 0.522972972972973}}

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