Table 1 Cross-validation results of the GCNCPR-ACPs and other methods
From: GCNCPR-ACPs: a novel graph convolution network method for ACPs prediction
Methods | SE | SP | ACC | MCC | AUC |
|---|---|---|---|---|---|
iACP | 57.2 | 84.0 | 70.6 | 42.8 | 80.9 |
ACPred-FL | 71.6 | 84.4 | 78.0 | 56.5 | 84.6 |
PEPred-Suite | 72.8 | 88.0 | 80.4 | 61.5 | 86.0 |
ACPred-Fuse | 77.2 | 87.6 | 82.4 | 65.2 | 88.2 |
AntiCP_ACC | 66.8 | 78.4 | 72.6 | 45.5 | 82.4 |
AntiCP_DC | 71.6 | 77.6 | 74.6 | 49.3 | 82.5 |
Hajisharifi’s | 67.2 | 83.6 | 75.4 | 51.5 | 83.1 |
GCNCPR-ACPs | 81.5 | 88.1 | 84.6 | 69.5 | 90.0 |