Table 3.
Method | Acc | Prec | Sens | Spec | F1 | MCC | AUC |
---|---|---|---|---|---|---|---|
SVM | 0.7328 | 0.7742 | 0.8108 | 0.6011 | 0.7921 | 0.4196 | 0.7059 |
RF | 0.7186 | 0.7393 | 0.8523 | 0.4929 | 0.7918 | 0.3733 | 0.6726 |
Att-CNN | 0.7264 | 0.7452 | 0.7957 | 0.6330 | 0.7696 | 0.4352 | 0.7143 |
Att-RNN | 0.7030 | 0.7189 | 0.7930 | 0.5816 | 0.7541 | 0.3844 | 0.6873 |
PredicircRNA | 0.5696 | 0.6218 | 0.5056 | 0.6437 | 0.5577 | 0.1501 | 0.6067 |
nRC | 0.7410 | 0.7662 | 0.8455 | 0.5647 | 0.8039 | 0.4298 | 0.8097 |
circDeep | 0.6140 | 0.7495 | 0.6982 | 0.7509 | 0.7229 | 0.4491 | 0.7669 |
DeepCirCode | 0.8129 | 0.9271 | 0.7620 | 0.8989 | 0.8365 | 0.6392 | 0.8304 |
JEDI | 0.8654 | 0.9074 | 0.8749 | 0.8493 | 0.8909 | 0.7162 | 0.8621 |