| -------------------------------------------------- | |
| Train: | |
| -------------------------------------------------- | |
| Processing rows: 100%|ββββββββββ| 54/54 [00:04<00:00, 11.49it/s] | |
| Dataset: GTP_Training.txt | |
| Accuracy: 0.8777 | |
| Precision: 0.1488 | |
| Recall: 0.5517 | |
| F1 Score: 0.2344 | |
| AUC: 0.7204 | |
| MCC: 0.2407 | |
| -------------------------------------------------- | |
| Processing rows: 100%|ββββββββββ| 82/82 [00:02<00:00, 32.07it/s] | |
| Dataset: GDP_Training.txt | |
| Accuracy: 0.8711 | |
| Precision: 0.1768 | |
| Recall: 0.6022 | |
| F1 Score: 0.2733 | |
| AUC: 0.7423 | |
| MCC: 0.2768 | |
| -------------------------------------------------- | |
| Processing rows: 100%|ββββββββββ| 172/172 [00:06<00:00, 27.98it/s] | |
| Dataset: FE_Training.txt | |
| Accuracy: 0.8424 | |
| Precision: 0.0547 | |
| Recall: 0.5452 | |
| F1 Score: 0.0994 | |
| AUC: 0.6962 | |
| MCC: 0.1344 | |
| -------------------------------------------------- | |
| Processing rows: 100%|ββββββββββ| 145/145 [00:04<00:00, 33.86it/s] | |
| Dataset: AMP_Training.txt | |
| Accuracy: 0.8191 | |
| Precision: 0.0975 | |
| Recall: 0.5078 | |
| F1 Score: 0.1636 | |
| AUC: 0.6691 | |
| MCC: 0.1609 | |
| -------------------------------------------------- | |
| Processing rows: 100%|ββββββββββ| 206/206 [00:05<00:00, 34.97it/s] | |
| Dataset: HEME_Training.txt | |
| Accuracy: 0.8561 | |
| Precision: 0.2089 | |
| Recall: 0.2795 | |
| F1 Score: 0.2391 | |
| AUC: 0.5932 | |
| MCC: 0.1636 | |
| -------------------------------------------------- | |
| Processing rows: 100%|ββββββββββ| 221/221 [00:06<00:00, 31.64it/s] | |
| Dataset: ATP_Training.txt | |
| Accuracy: 0.8631 | |
| Precision: 0.1459 | |
| Recall: 0.4975 | |
| F1 Score: 0.2256 | |
| AUC: 0.6879 | |
| MCC: 0.2146 | |
| -------------------------------------------------- | |
| Processing rows: 100%|ββββββββββ| 335/335 [00:10<00:00, 33.49it/s] | |
| Dataset: DNA_Training.txt | |
| Accuracy: 0.8387 | |
| Precision: 0.1608 | |
| Recall: 0.2233 | |
| F1 Score: 0.1870 | |
| AUC: 0.5589 | |
| MCC: 0.1017 | |
| -------------------------------------------------- | |
| Processing rows: 100%|ββββββββββ| 296/296 [00:08<00:00, 32.99it/s] | |
| Dataset: ADP_Training.txt | |
| Accuracy: 0.8653 | |
| Precision: 0.1415 | |
| Recall: 0.5142 | |
| F1 Score: 0.2219 | |
| AUC: 0.6966 | |
| MCC: 0.2176 | |
| -------------------------------------------------- | |
| Processing rows: 100%|ββββββββββ| 334/334 [00:10<00:00, 31.30it/s] | |
| Dataset: MN_Training.txt | |
| Accuracy: 0.8507 | |
| Precision: 0.0488 | |
| Recall: 0.5602 | |
| F1 Score: 0.0898 | |
| AUC: 0.7074 | |
| MCC: 0.1320 | |
| -------------------------------------------------- | |
| Processing rows: 100%|ββββββββββ| 1152/1152 [00:36<00:00, 31.70it/s] | |
| Dataset: ZN_Training.txt | |
| Accuracy: 0.8418 | |
| Precision: 0.0437 | |
| Recall: 0.4674 | |
| F1 Score: 0.0799 | |
| AUC: 0.6574 | |
| MCC: 0.1041 | |
| -------------------------------------------------- | |
| Processing rows: 100%|ββββββββββ| 1131/1131 [00:35<00:00, 31.87it/s] | |
| Dataset: MG_Training.txt | |
| Accuracy: 0.8454 | |
| Precision: 0.0327 | |
| Recall: 0.4617 | |
| F1 Score: 0.0611 | |
| AUC: 0.6556 | |
| MCC: 0.0896 | |
| -------------------------------------------------- | |
| Processing rows: 100%|ββββββββββ| 961/961 [00:30<00:00, 31.67it/s] | |
| Dataset: CA_Training.txt | |
| Accuracy: 0.8524 | |
| Precision: 0.0251 | |
| Recall: 0.2057 | |
| F1 Score: 0.0447 | |
| AUC: 0.5346 | |
| MCC: 0.0258 | |
| -------------------------------------------------- | |
| Test: | |
| -------------------------------------------------- | |
| Processing rows: 100%|ββββββββββ| 27/27 [00:01<00:00, 26.47it/s] | |
| Dataset: HEME_Validation.txt | |
| Accuracy: 0.8891 | |
| Precision: 0.2125 | |
| Recall: 0.2810 | |
| F1 Score: 0.2420 | |
| AUC: 0.6055 | |
| MCC: 0.1855 | |
| -------------------------------------------------- | |
| Processing rows: 100%|ββββββββββ| 7/7 [00:00<00:00, 20.36it/s] | |
| Dataset: GTP_Validation.txt | |
| Accuracy: 0.8012 | |
| Precision: 0.1377 | |
| Recall: 0.6404 | |
| F1 Score: 0.2266 | |
| AUC: 0.7247 | |
| MCC: 0.2292 | |
| -------------------------------------------------- | |
| Processing rows: 100%|ββββββββββ| 14/14 [00:00<00:00, 17.96it/s] | |
| Dataset: GDP_Validation.txt | |
| Accuracy: 0.7954 | |
| Precision: 0.1456 | |
| Recall: 0.7423 | |
| F1 Score: 0.2434 | |
| AUC: 0.7701 | |
| MCC: 0.2658 | |
| -------------------------------------------------- | |
| Processing rows: 100%|ββββββββββ| 26/26 [00:00<00:00, 27.91it/s] | |
| Dataset: FE_Validation.txt | |
| Accuracy: 0.8523 | |
| Precision: 0.0571 | |
| Recall: 0.6667 | |
| F1 Score: 0.1052 | |
| AUC: 0.7607 | |
| MCC: 0.1646 | |
| -------------------------------------------------- | |
| Processing rows: 100%|ββββββββββ| 58/58 [00:01<00:00, 30.49it/s] | |
| Dataset: MN_Validation.txt | |
| Accuracy: 0.8445 | |
| Precision: 0.0458 | |
| Recall: 0.5359 | |
| F1 Score: 0.0844 | |
| AUC: 0.6923 | |
| MCC: 0.1216 | |
| -------------------------------------------------- | |
| Processing rows: 100%|ββββββββββ| 33/33 [00:00<00:00, 34.34it/s] | |
| Dataset: AMP_Validation.txt | |
| Accuracy: 0.8116 | |
| Precision: 0.1065 | |
| Recall: 0.5638 | |
| F1 Score: 0.1792 | |
| AUC: 0.6924 | |
| MCC: 0.1827 | |
| -------------------------------------------------- | |
| Processing rows: 100%|ββββββββββ| 52/52 [00:01<00:00, 32.70it/s] | |
| Dataset: DNA_Validation.txt | |
| Accuracy: 0.8849 | |
| Precision: 0.1306 | |
| Recall: 0.1829 | |
| F1 Score: 0.1524 | |
| AUC: 0.5550 | |
| MCC: 0.0940 | |
| -------------------------------------------------- | |
| Processing rows: 100%|ββββββββββ| 50/50 [00:01<00:00, 33.79it/s] | |
| Dataset: ATP_Validation.txt | |
| Accuracy: 0.8497 | |
| Precision: 0.1220 | |
| Recall: 0.4869 | |
| F1 Score: 0.1952 | |
| AUC: 0.6753 | |
| MCC: 0.1868 | |
| -------------------------------------------------- | |
| Processing rows: 100%|ββββββββββ| 47/47 [00:01<00:00, 31.43it/s] | |
| Dataset: ADP_Validation.txt | |
| Accuracy: 0.8652 | |
| Precision: 0.1279 | |
| Recall: 0.5379 | |
| F1 Score: 0.2067 | |
| AUC: 0.7071 | |
| MCC: 0.2139 | |
| -------------------------------------------------- | |
| Processing rows: 100%|ββββββββββ| 176/176 [00:05<00:00, 32.21it/s] | |
| Dataset: ZN_Validation.txt | |
| Accuracy: 0.8486 | |
| Precision: 0.0461 | |
| Recall: 0.4516 | |
| F1 Score: 0.0837 | |
| AUC: 0.6532 | |
| MCC: 0.1054 | |
| -------------------------------------------------- | |
| Processing rows: 100%|ββββββββββ| 165/165 [00:05<00:00, 32.32it/s] | |
| Dataset: CA_Validation.txt | |
| Accuracy: 0.8577 | |
| Precision: 0.0263 | |
| Recall: 0.2471 | |
| F1 Score: 0.0476 | |
| AUC: 0.5568 | |
| MCC: 0.0396 | |
| -------------------------------------------------- | |
| Processing rows: 100%|ββββββββββ| 217/217 [00:06<00:00, 33.25it/s] | |
| Dataset: MG_Validation.txt | |
| Accuracy: 0.8572 | |
| Precision: 0.0297 | |
| Recall: 0.3533 | |
| F1 Score: 0.0547 | |
| AUC: 0.6082 | |
| MCC: 0.0672 | |
| -------------------------------------------------- |