Table 4.
Performance comparison of different methods on Human dataset.
Model | ACC (%) | SN (%) | MCC (%) |
---|---|---|---|
LDA + RF [37] | 96.4 | 94.2 | 92.8 |
LDA + RoF | 95.7 | 97.6 | 91.8 |
LDA + SVM | 90.7 | 89.7 | 81.3 |
AC + RF | 95.5 | 94.0 | 91.4 |
AC + RoF | 95.1 | 93.3 | 91.0 |
AC + SVM | 89.3 | 94.0 | 79.2 |
Our method | 96.21 | 94.77 | 92.70 |
LDA: Linear discriminant analysis; RoF: Rotation forest; RF: Random forest.