Method | Subject # | ACC | SEN | SPE | F1 | AUC |
Ritter et al. [42] | 151 MCI + 61 NC | 0.7344 | - | - | 0.6945 | - |
Kam et al. [43] | 49 MCI + 48 NC | 0.7385 | 0.7391 | 0.7369 | - | - |
Yang et al. [11] | 47 MCI + 29 NC | 0.8298 | 0.7662 | - | - | 0.9406 |
Chen et al. [41] | 45 MCI + 46 NC | 0.8022 | 0.8667 | 0.7391 | - | - |
LR-PC (Ours) | 68 MCI + 69 NC | 0.8219 | 0.8235 | 0.8510 | 0.9679 | 0.8794 |
LR-SR (Ours) | 68 MCI + 69 NC | 0.8301 | 0.8444 | 0.8167 | 0.9097 | 0.9096 |
LR-HoFC (Ours) | 68 MCI + 69 NC | 0.7603 | 0.7976 | 0.7209 | 0.8000 | 0.8184 |