Table 8 Comparison of prediction accuracy (%) for SCL12. Prediction accuracies (%) for using leave-one-out cross-validation (LOOCV) on SCL12L and independent test on SCL12T are obtained from the paper [4]. The input data is sequence only (S) or sequence with accession number (AN).
Method | Input data | Features | LOOCV SCL12L | Independent test SCL12T |
|---|---|---|---|---|
ProtLock [8] | S | AAC | 29.7 | 26.4 |
Least Euclidean distance [9] | S | AAC | 30.1 | 29.5 |
Ploc [10] | S | AAC and amino acid pairs | 30.5 | 34.3 |
HSLPred [11] | S | AAC and dipeptide composition | 30.7 | 33.3 |
ProLoc-GO | S | GO terms using BLAST | 90.0 | 88.1 |
Hum-PLoc [4] | S with AN | Hybridization of GO terms and Pse-AA | 81.1 | 85.0 |
ProLoc-GO | S with AN | GO terms (No BLAST) | 91.1 | 90.6 |