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Train: |
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Dataset: GTP_Training.txt |
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Accuracy: 0.8984 |
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Precision: 0.1736 |
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Recall: 0.5302 |
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F1 Score: 0.2616 |
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AUC: 0.7208 |
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MCC: 0.2623 |
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Dataset: GDP_Training.txt |
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Accuracy: 0.8901 |
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Precision: 0.2082 |
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Recall: 0.6167 |
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F1 Score: 0.3113 |
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AUC: 0.7591 |
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MCC: 0.3143 |
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Dataset: FE_Training.txt |
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Accuracy: 0.9044 |
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Precision: 0.0712 |
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Recall: 0.4144 |
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F1 Score: 0.1215 |
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AUC: 0.6634 |
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MCC: 0.1411 |
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Dataset: AMP_Training.txt |
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Accuracy: 0.8669 |
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Precision: 0.1271 |
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Recall: 0.4803 |
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F1 Score: 0.2010 |
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AUC: 0.6806 |
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MCC: 0.1959 |
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Dataset: HEME_Training.txt |
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Accuracy: 0.8628 |
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Precision: 0.1886 |
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Recall: 0.2107 |
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F1 Score: 0.1991 |
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AUC: 0.5655 |
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MCC: 0.1245 |
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Dataset: ATP_Training.txt |
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Accuracy: 0.9053 |
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Precision: 0.2092 |
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Recall: 0.4902 |
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F1 Score: 0.2933 |
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AUC: 0.7064 |
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MCC: 0.2776 |
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Dataset: DNA_Training.txt |
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Accuracy: 0.8656 |
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Precision: 0.2132 |
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Recall: 0.2298 |
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F1 Score: 0.2212 |
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AUC: 0.5765 |
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MCC: 0.1479 |
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Dataset: ADP_Training.txt |
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Accuracy: 0.9016 |
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Precision: 0.1936 |
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Recall: 0.5163 |
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F1 Score: 0.2816 |
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AUC: 0.7164 |
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MCC: 0.2741 |
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Dataset: MN_Training.txt |
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Accuracy: 0.8899 |
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Precision: 0.0622 |
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Recall: 0.5241 |
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F1 Score: 0.1112 |
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AUC: 0.7094 |
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MCC: 0.1520 |
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Dataset: ZN_Training.txt |
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Accuracy: 0.8883 |
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Precision: 0.0495 |
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Recall: 0.3622 |
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F1 Score: 0.0870 |
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AUC: 0.6291 |
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MCC: 0.1003 |
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Dataset: MG_Training.txt |
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Accuracy: 0.8897 |
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Precision: 0.0445 |
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Recall: 0.4459 |
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F1 Score: 0.0809 |
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AUC: 0.6702 |
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MCC: 0.1133 |
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Dataset: CA_Training.txt |
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Accuracy: 0.8775 |
|
Precision: 0.0398 |
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Recall: 0.2723 |
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F1 Score: 0.0695 |
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AUC: 0.5801 |
|
MCC: 0.0645 |
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Test: |
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Dataset: HEME_Validation.txt |
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Accuracy: 0.8649 |
|
Precision: 0.1210 |
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Recall: 0.1828 |
|
F1 Score: 0.1456 |
|
AUC: 0.5468 |
|
MCC: 0.0774 |
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Dataset: GTP_Validation.txt |
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Accuracy: 0.8835 |
|
Precision: 0.2017 |
|
Recall: 0.5281 |
|
F1 Score: 0.2919 |
|
AUC: 0.7143 |
|
MCC: 0.2757 |
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Dataset: GDP_Validation.txt |
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Accuracy: 0.9063 |
|
Precision: 0.2611 |
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Recall: 0.6082 |
|
F1 Score: 0.3653 |
|
AUC: 0.7642 |
|
MCC: 0.3573 |
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Dataset: FE_Validation.txt |
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Accuracy: 0.9092 |
|
Precision: 0.0697 |
|
Recall: 0.4833 |
|
F1 Score: 0.1218 |
|
AUC: 0.6991 |
|
MCC: 0.1575 |
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Dataset: MN_Validation.txt |
|
Accuracy: 0.8924 |
|
Precision: 0.0549 |
|
Recall: 0.4346 |
|
F1 Score: 0.0975 |
|
AUC: 0.6666 |
|
MCC: 0.1244 |
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Dataset: AMP_Validation.txt |
|
Accuracy: 0.8800 |
|
Precision: 0.1578 |
|
Recall: 0.5281 |
|
F1 Score: 0.2430 |
|
AUC: 0.7107 |
|
MCC: 0.2413 |
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Dataset: DNA_Validation.txt |
|
Accuracy: 0.9038 |
|
Precision: 0.1766 |
|
Recall: 0.1912 |
|
F1 Score: 0.1836 |
|
AUC: 0.5689 |
|
MCC: 0.1327 |
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Processing rows: 100%|ββββββββββ| 50/50 [00:03<00:00, 14.58it/s] |
|
Dataset: ATP_Validation.txt |
|
Accuracy: 0.8940 |
|
Precision: 0.1770 |
|
Recall: 0.5023 |
|
F1 Score: 0.2618 |
|
AUC: 0.7058 |
|
MCC: 0.2535 |
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Dataset: ADP_Validation.txt |
|
Accuracy: 0.9054 |
|
Precision: 0.1709 |
|
Recall: 0.4927 |
|
F1 Score: 0.2538 |
|
AUC: 0.7060 |
|
MCC: 0.2507 |
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Dataset: ZN_Validation.txt |
|
Accuracy: 0.8929 |
|
Precision: 0.0535 |
|
Recall: 0.3589 |
|
F1 Score: 0.0931 |
|
AUC: 0.6300 |
|
MCC: 0.1052 |
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Dataset: CA_Validation.txt |
|
Accuracy: 0.8888 |
|
Precision: 0.0375 |
|
Recall: 0.2726 |
|
F1 Score: 0.0659 |
|
AUC: 0.5852 |
|
MCC: 0.0663 |
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Dataset: MG_Validation.txt |
|
Accuracy: 0.8983 |
|
Precision: 0.0391 |
|
Recall: 0.3263 |
|
F1 Score: 0.0698 |
|
AUC: 0.6157 |
|
MCC: 0.0838 |
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