From: A lightweight classification of adaptor proteins using transformer networks
Methods | Cross validation | Independent test | |||||||||
---|---|---|---|---|---|---|---|---|---|---|---|
Sensitivity | Specificity | Accuracy | AUC | MCC | Sensitivity | Specificity | Accuracy | AUC | MCC | AUPRC | |
SVM | 0.397 | 0.934 | 0.881 | 0.818 | 0.332 | 0.426 | 0.932 | 0.881 | 0.806 | 0.353 | 0.342 |
CNN [11] | 0.801 | 0.738 | 0.750 | 0.834 | 0.368 | 0.851 | 0.780 | 0.787 | 0.874 | 0.423 | 0.437 |
RNN [7] | 0.812 | 0.751 | 0.757 | 0.853 | 0.373 | 0.856 | 0.798 | 0.804 | 0.893 | 0.446 | 0.462 |
Proposed | 0.786 | 0.803 | 0.801 | 0.868 | 0.404 | 0.865 | 0.827 | 0.831 | 0.903 | 0.487 | 0.509 |