Training | AUROC\(\uparrow\) | Accuracy\(\uparrow\) | F1\(\uparrow\) | MCC\(\uparrow\) | Precision\(\uparrow\) | Recall\(\uparrow\) | |
---|---|---|---|---|---|---|---|
No training | Untrained | 0.652 | 0.516 | 0.143 | 0.063 | 0.081 | 0.619 |
Native | 0.676 | 0.634 | 0.624 | 0.269 | 0.607 | 0.642 | |
Variations | Random split | 0.856 | 0.788 | 0.788 | 0.576 | 0.789 | 0.787 |
Train set | 0.873 | 0.792 | 0.792 | 0.584 | 0.792 | 0.792 | |
CNN | 0.709 | 0.650 | 0.657 | 0.300 | 0.671 | 0.644 | |
Enumerated | 0.810 | 0.739 | 0.739 | 0.478 | 0.738 | 0.739 | |
Encoder only | C2C | 0.734 | 0.666 | 0.666 | 0.332 | 0.665 | 0.666 |
R2C | 0.738 | 0.670 | 0.670 | 0.339 | 0.670 | 0.670 | |
E2C | 0.731 | 0.665 | 0.665 | 0.331 | 0.665 | 0.665 | |
MC2C | 0.754 | 0.682 | 0.682 | 0.364 | 0.683 | 0.682 | |
MR2C | 0.694 | 0.653 | 0.652 | 0.305 | 0.651 | 0.653 | |
ME2C | 0.804 | 0.719 | 0.719 | 0.438 | 0.719 | 0.719 | |
Encoder-decoder | C2C | 0.716 | 0.662 | 0.662 | 0.324 | 0.663 | 0.662 |
R2C | 0.698 | 0.634 | 0.634 | 0.269 | 0.634 | 0.634 | |
E2C | 0.748 | 0.677 | 0.678 | 0.354 | 0.679 | 0.676 | |
MC2C | 0.751 | 0.682 | 0.682 | 0.365 | 0.681 | 0.683 | |
MR2C | 0.698 | 0.647 | 0.647 | 0.294 | 0.647 | 0.647 | |
ME2C | 0.772 | 0.696 | 0.697 | 0.393 | 0.699 | 0.695 |