Table 3. The performance of different features after feature selection on PDB1075 dataset (Jackknife test evaluation).
Feature | ACC(%) | MCC | SN(%) | SP(%) |
---|---|---|---|---|
NMBAC* | 76.09 | 0.5218 | 76.19 | 76.00 |
PSSM-DCT* | 74.60 | 0.4928 | 76.19 | 73.09 |
PSSM-DWT* | 81.02 | 0.6213 | 82.86 | 79.27 |
NMBAC+PSSM-DCT* | 81.40 | 0.6276 | 80.38 | 82.36 |
NMBAC+PSSM-DWT* | 84.93 | 0.6987 | 85.52 | 84.36 |
PSSM-DWT+PSSM-DCT* | 78.33 | 0.5664 | 78.29 | 78.36 |
NMBAC+PSSM-DWT+PSSM-DCT* | 86.23 | 0.7250 | 87.43 | 85.09 |
* means this feature combination has employed feature selection.