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