Table 7. SE, SP, ACC and MCC for PseAAC, PSSM and the proposed CoPSSM on dataset 2.
Type and Representation | Evaluation Index | ||||
---|---|---|---|---|---|
SE | SP | ACC | MCC | ||
Class 1 | PseAAC | 0.4848 | 0.7897 | 0.7324 | 0.2439 |
PSSM | 0.6970 | 0.7445 | 0.7361 | 0.3579 | |
The proposed CoPSSM | 0.5960 | 0.9021 | 0.8447 | 0.4943 | |
Class 2 | PseAAC | 0.2273 | 0.9896 | 0.9484 | 0.3335 |
PSSM | 0.3636 | 0.9617 | 0.9318 | 0.3123 | |
The proposed CoPSSM | 0.3636 | 0.9648 | 0.9370 | 0.3151 | |
Class 3 | PseAAC | 0.2459 | 0.9789 | 0.8773 | 0.3490 |
PSSM | 0.2951 | 0.9561 | 0.8705 | 0.3174 | |
The proposed CoPSSM | 0.4918 | 0.9455 | 0.8902 | 0.4611 | |
Class 4 | PseAAC | 0.1379 | 0.9922 | 0.9324 | 0.2576 |
PSSM | 0.3103 | 0.9733 | 0.9297 | 0.3379 | |
The proposed CoPSSM | 0.4483 | 0.9752 | 0.9429 | 0.4629 | |
Class 5 | PseAAC | 0.5570 | 0.8930 | 0.8355 | 0.4372 |
PSSM | 0.6709 | 0.952 | 0.9031 | 0.6501 | |
The proposed CoPSSM | 0.7848 | 0.9576 | 0.9292 | 0.7424 | |
Class 6 | PseAAC | 0.2985 | 0.9632 | 0.8635 | 0.3523 |
PSSM | 0.4030 | 0.9341 | 0.8595 | 0.3697 | |
The proposed CoPSSM | 0.3284 | 0.9319 | 0.8544 | 0.2882 | |
Class 7 | PseAAC | 0.8143 | 0.4533 | 0.6359 | 0.2874 |
PSSM | 0.7134 | 0.6945 | 0.7045 | 0.4076 | |
The proposed CoPSSM | 0.7915 | 0.6767 | 0.7348 | 0.4716 | |
Class 8 | PseAAC | 0 | 0.9897 | 0.9040 | -0.03 |
PSSM | 0.1622 | 0.9735 | 0.9071 | 0.1955 | |
The proposed CoPSSM | 0.1892 | 0.9543 | 0.8974 | 0.1634 | |
Class 9 | PseAAC | 0 | 1 | 0.9674 | - |
PSSM | 0.0769 | 0.9951 | 0.9670 | 0.1482 | |
The proposed CoPSSM | 0.1538 | 0.9801 | 0.9571 | 0.1453 |