Table 7 Performance comparison of various prediction methods on PDNA-62 by five-fold cross-validation
Methods | ACC (%) | MCC | SN (%) | SP (%) | ST (%) | AUC |
|---|---|---|---|---|---|---|
Dps-pred | 79.10 | − | 40.30 | 81.80 | 61.10 | − |
Dbs-pssm | 66.40 | − | 68.20 | 66.00 | 67.10 | − |
BindN | 70.30 | − | 69.40 | 70.50 | 69.95 | 0.752 |
Dp-bind | 78.10 | 0.49 | 79.20 | 77.20 | 78.20 | − |
DP-Bind | 77.20 | − | 76.40 | 76.60 | 76.50 | − |
BindN-RF | 78.20 | − | 78.10 | 78.20 | 78.15 | 0.861 |
BindN+ | 79.00 | 0.44 | 77.30 | 79.30 | 78.30 | 0.859 |
PreDNAa | 79.40 | 0.42 | 76.80 | 79.70 | 78.30 | − |
EL_PSSM-RT | 80.82 | 0.51 | 85.04 | 80.10 | 82.57 | 0.901 |