|
-------------------------------------------------- |
|
Train: |
|
-------------------------------------------------- |
|
Processing rows: 100%|ββββββββββ| 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%|ββββββββββ| 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%|ββββββββββ| 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%|ββββββββββ| 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%|ββββββββββ| 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%|ββββββββββ| 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%|ββββββββββ| 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%|ββββββββββ| 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%|ββββββββββ| 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%|ββββββββββ| 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%|ββββββββββ| 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%|ββββββββββ| 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%|ββββββββββ| 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%|ββββββββββ| 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%|ββββββββββ| 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%|ββββββββββ| 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%|ββββββββββ| 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%|ββββββββββ| 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%|ββββββββββ| 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%|ββββββββββ| 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%|ββββββββββ| 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%|ββββββββββ| 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%|ββββββββββ| 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%|ββββββββββ| 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 |
|
-------------------------------------------------- |