分类算法 | PseAAC | SAAC | PseAAC-SSSC | SAAC-SSSC | ||||
ACC | MCC | ACC | MCC | ACC | MCC | ACC | MCC | |
RF | 87.51 | 71.03 | 87.88 | 72.24 | 91.78 | 80.86 | 91.71 | 80.81 |
SVM | 86.96 | 71.85 | 85.00 | 68.16 | 91.41 | 80.79 | 90.93 | 79.73 |
LR | 85.02 | 66.95 | 83.94 | 64.74 | 88.46 | 74.18 | 88.46 | 74.29 |
MNB | 70.07 | 48.91 | 63.86 | 41.29 | 72.35 | 48.70 | 72.35 | 46.91 |
VFI | 68.98 | 43.82 | 69.67 | 45.50 | 72.91 | 50.34 | 73.41 | 51.55 |
DT | 70.16 | 43.56 | 73.21 | 47.73 | 77.08 | 53.90 | 77.13 | 55.54 |
KNN | 82.97 | 62.88 | 80.31 | 57.99 | 90.31 | 77.49 | 88.48 | 74.23 |