Methods | Prediction accuracy (%) | Dataset used | Prediction performance evaluation method | |
---|---|---|---|---|
 | Q 2 | MCC |  |  |
Statistical patterna | 72.7 | - | 242 Xaa-Pro bonds | self-consistency |
COPSb | 63.6 | - | 8584 proteins | 10-fold cross-validation |
SVM single sequencec | 69.8 | - | 2193 proteins | independence test |
SVM single sequenced | 76.6 | 0.53 | 2193 proteins | Jack-knife |
SVM single sequencee | 62.8 | 0.26 | 2424 proteins | 5-fold cross-validation |
SVM PSI-BLASTf | 69.8 | 0.40 | 2424 proteins | 5-fold cross-validation |
SVM PSIPREDg | 63.6 | 0.27 | 2424 proteins | 5-fold cross-validation |
SVM PSI-BLAST and PSIPREDh | 71.5 | 0.43 | 2424 proteins | 5-fold cross-validation |