| -------------------------------------------------- | |
| Train: | |
| -------------------------------------------------- | |
| Processing rows: 100%|██████████| 54/54 [00:09<00:00, 5.83it/s] | |
| Dataset: GTP_Training.txt | |
| Accuracy: 0.9193 | |
| Precision: 0.2000 | |
| Recall: 0.4591 | |
| F1 Score: 0.2786 | |
| AUC: 0.6973 | |
| MCC: 0.2666 | |
| -------------------------------------------------- | |
| Processing rows: 100%|██████████| 82/82 [00:06<00:00, 12.07it/s] | |
| Dataset: GDP_Training.txt | |
| Accuracy: 0.9127 | |
| Precision: 0.2443 | |
| Recall: 0.5586 | |
| F1 Score: 0.3400 | |
| AUC: 0.7431 | |
| MCC: 0.3305 | |
| -------------------------------------------------- | |
| Processing rows: 100%|██████████| 172/172 [00:12<00:00, 14.15it/s] | |
| Dataset: FE_Training.txt | |
| Accuracy: 0.9225 | |
| Precision: 0.0592 | |
| Recall: 0.2592 | |
| F1 Score: 0.0964 | |
| AUC: 0.5962 | |
| MCC: 0.0946 | |
| -------------------------------------------------- | |
| Processing rows: 100%|██████████| 145/145 [00:10<00:00, 14.23it/s] | |
| Dataset: AMP_Training.txt | |
| Accuracy: 0.9000 | |
| Precision: 0.1379 | |
| Recall: 0.3562 | |
| F1 Score: 0.1988 | |
| AUC: 0.6379 | |
| MCC: 0.1767 | |
| -------------------------------------------------- | |
| Processing rows: 100%|██████████| 206/206 [00:16<00:00, 12.76it/s] | |
| Dataset: HEME_Training.txt | |
| Accuracy: 0.8829 | |
| Precision: 0.1990 | |
| Recall: 0.1482 | |
| F1 Score: 0.1699 | |
| AUC: 0.5478 | |
| MCC: 0.1097 | |
| -------------------------------------------------- | |
| Processing rows: 100%|██████████| 221/221 [00:15<00:00, 13.86it/s] | |
| Dataset: ATP_Training.txt | |
| Accuracy: 0.9232 | |
| Precision: 0.2370 | |
| Recall: 0.4124 | |
| F1 Score: 0.3010 | |
| AUC: 0.6785 | |
| MCC: 0.2749 | |
| -------------------------------------------------- | |
| Processing rows: 100%|██████████| 335/335 [00:24<00:00, 13.79it/s] | |
| Dataset: DNA_Training.txt | |
| Accuracy: 0.8784 | |
| Precision: 0.1866 | |
| Recall: 0.1382 | |
| F1 Score: 0.1588 | |
| AUC: 0.5418 | |
| MCC: 0.0961 | |
| -------------------------------------------------- | |
| Processing rows: 100%|██████████| 296/296 [00:22<00:00, 13.25it/s] | |
| Dataset: ADP_Training.txt | |
| Accuracy: 0.9195 | |
| Precision: 0.2168 | |
| Recall: 0.4417 | |
| F1 Score: 0.2908 | |
| AUC: 0.6899 | |
| MCC: 0.2716 | |
| -------------------------------------------------- | |
| Processing rows: 100%|██████████| 334/334 [00:25<00:00, 13.35it/s] | |
| Dataset: MN_Training.txt | |
| Accuracy: 0.9222 | |
| Precision: 0.0587 | |
| Recall: 0.3269 | |
| F1 Score: 0.0995 | |
| AUC: 0.6285 | |
| MCC: 0.1124 | |
| -------------------------------------------------- | |
| Processing rows: 100%|██████████| 1152/1152 [01:25<00:00, 13.45it/s] | |
| Dataset: ZN_Training.txt | |
| Accuracy: 0.9192 | |
| Precision: 0.0366 | |
| Recall: 0.1773 | |
| F1 Score: 0.0606 | |
| AUC: 0.5538 | |
| MCC: 0.0503 | |
| -------------------------------------------------- | |
| Processing rows: 100%|██████████| 1131/1131 [01:23<00:00, 13.47it/s] | |
| Dataset: MG_Training.txt | |
| Accuracy: 0.9192 | |
| Precision: 0.0438 | |
| Recall: 0.3083 | |
| F1 Score: 0.0767 | |
| AUC: 0.6171 | |
| MCC: 0.0913 | |
| -------------------------------------------------- | |
| Processing rows: 100%|██████████| 961/961 [01:11<00:00, 13.36it/s] | |
| Dataset: CA_Training.txt | |
| Accuracy: 0.9095 | |
| Precision: 0.0413 | |
| Recall: 0.1976 | |
| F1 Score: 0.0683 | |
| AUC: 0.5596 | |
| MCC: 0.0564 | |
| -------------------------------------------------- | |
| Test: | |
| -------------------------------------------------- | |
| Processing rows: 100%|██████████| 27/27 [00:03<00:00, 8.91it/s] | |
| Dataset: HEME_Validation.txt | |
| Accuracy: 0.9021 | |
| Precision: 0.1515 | |
| Recall: 0.1207 | |
| F1 Score: 0.1344 | |
| AUC: 0.5376 | |
| MCC: 0.0838 | |
| -------------------------------------------------- | |
| Processing rows: 100%|██████████| 7/7 [00:01<00:00, 6.24it/s] | |
| Dataset: GTP_Validation.txt | |
| Accuracy: 0.9096 | |
| Precision: 0.2412 | |
| Recall: 0.4607 | |
| F1 Score: 0.3166 | |
| AUC: 0.6958 | |
| MCC: 0.2897 | |
| -------------------------------------------------- | |
| Processing rows: 100%|██████████| 14/14 [00:01<00:00, 8.16it/s] | |
| Dataset: GDP_Validation.txt | |
| Accuracy: 0.9186 | |
| Precision: 0.2846 | |
| Recall: 0.5515 | |
| F1 Score: 0.3754 | |
| AUC: 0.7436 | |
| MCC: 0.3578 | |
| -------------------------------------------------- | |
| Processing rows: 100%|██████████| 26/26 [00:02<00:00, 11.64it/s] | |
| Dataset: FE_Validation.txt | |
| Accuracy: 0.9383 | |
| Precision: 0.0676 | |
| Recall: 0.2917 | |
| F1 Score: 0.1097 | |
| AUC: 0.6193 | |
| MCC: 0.1174 | |
| -------------------------------------------------- | |
| Processing rows: 100%|██████████| 58/58 [00:04<00:00, 13.79it/s] | |
| Dataset: MN_Validation.txt | |
| Accuracy: 0.9161 | |
| Precision: 0.0542 | |
| Recall: 0.3207 | |
| F1 Score: 0.0927 | |
| AUC: 0.6224 | |
| MCC: 0.1042 | |
| -------------------------------------------------- | |
| Processing rows: 100%|██████████| 33/33 [00:02<00:00, 13.63it/s] | |
| Dataset: AMP_Validation.txt | |
| Accuracy: 0.9044 | |
| Precision: 0.1682 | |
| Recall: 0.4107 | |
| F1 Score: 0.2387 | |
| AUC: 0.6669 | |
| MCC: 0.2197 | |
| -------------------------------------------------- | |
| Processing rows: 100%|██████████| 52/52 [00:04<00:00, 12.43it/s] | |
| Dataset: DNA_Validation.txt | |
| Accuracy: 0.9150 | |
| Precision: 0.1609 | |
| Recall: 0.1192 | |
| F1 Score: 0.1370 | |
| AUC: 0.5410 | |
| MCC: 0.0944 | |
| -------------------------------------------------- | |
| Processing rows: 100%|██████████| 50/50 [00:03<00:00, 13.51it/s] | |
| Dataset: ATP_Validation.txt | |
| Accuracy: 0.9141 | |
| Precision: 0.1873 | |
| Recall: 0.3879 | |
| F1 Score: 0.2526 | |
| AUC: 0.6612 | |
| MCC: 0.2289 | |
| -------------------------------------------------- | |
| Processing rows: 100%|██████████| 47/47 [00:03<00:00, 12.76it/s] | |
| Dataset: ADP_Validation.txt | |
| Accuracy: 0.9282 | |
| Precision: 0.2120 | |
| Recall: 0.4417 | |
| F1 Score: 0.2865 | |
| AUC: 0.6931 | |
| MCC: 0.2727 | |
| -------------------------------------------------- | |
| Processing rows: 100%|██████████| 176/176 [00:13<00:00, 13.51it/s] | |
| Dataset: ZN_Validation.txt | |
| Accuracy: 0.9224 | |
| Precision: 0.0418 | |
| Recall: 0.1855 | |
| F1 Score: 0.0682 | |
| AUC: 0.5597 | |
| MCC: 0.0582 | |
| -------------------------------------------------- | |
| Processing rows: 100%|██████████| 165/165 [00:12<00:00, 13.35it/s] | |
| Dataset: CA_Validation.txt | |
| Accuracy: 0.9146 | |
| Precision: 0.0366 | |
| Recall: 0.1949 | |
| F1 Score: 0.0616 | |
| AUC: 0.5600 | |
| MCC: 0.0537 | |
| -------------------------------------------------- | |
| Processing rows: 100%|██████████| 217/217 [00:16<00:00, 13.36it/s] | |
| Dataset: MG_Validation.txt | |
| Accuracy: 0.9227 | |
| Precision: 0.0370 | |
| Recall: 0.2242 | |
| F1 Score: 0.0635 | |
| AUC: 0.5775 | |
| MCC: 0.0650 | |
| -------------------------------------------------- |