Dataset

Method

ACC

SEN

SPE

F₁

ACU

ADNI

PC

0.7651 ± 0.0252

0.7652 ± 0.0355

0.7708 ± 0.0313

0.7668 ± 0.0662

0.8289 ± 0.0285

LR-PC

0.8219 ± 0.0122^*

0.8235 ± 0.0120^*

0.8510 ± 0.0210^*

0.9679 ± 0.0302^*

0.8794 ± 0.0192^*

SR

0.7469 ± 0.0095

0.7477 ± 0.0278

0.7643 ± 0.0252

0.6014 ± 0.0410

0.8489 ± 0.0162

LR-SR

0.8301 ± 0.0192^*

0.8444 ± 0.0252^*

0.8167 ± 0.0303^*

0.9097 ± 0.0466^*

0.9096 ± 0.0125^*

HoFC

0.7337 ± 0.0273

0.7079 ± 0.0381

0.7606 ± 0.0240

0.6048 ± 0.0296

0.7894 ± 0.0534

LR-HoFC

0.7603 ± 0.0053^*

0.7976 ± 0.0081^*

0.7209 ± 0.0103

0.8000 ± 0.0011^*

0.8184 ± 0.0025

ABIDE

PC

0.6560 ± 0.0131

0.6138 ± 0.0204

0.6834 ± 0.0239

0.6130 ± 0.0398

0.7421 ± 0.0246

LR-PC

0.7167 ± 0.0152^*

0.6938 ± 0.0259^*

0.7384 ± 0.0183^*

0.6667 ± 0.0291^*

0.7578 ± 0.0142

SR

0.6216 ± 0.0114

0.3759 ± 0.0375

0.8253 ± 0.0434

0.4336 ± 0.0225

0.6339 ± 0.0194

LR-SR

0.7117 ± 0.0212^*

0.5722 ± 0.0292^*

0.8128 ± 0.0442

0.6471 ± 0.0105^*

0.7596 ± 0.0157^*

HoFC

0.6182 ± 0.0179

0.5222 ± 0.0201

0.6947 ± 0.0209

0.5445 ± 0.0718

0.6710 ± 0.0211

LR-HoFC

0.6742 ± 0.0045^*

0.6044 ± 0.0071^*

0.7320 ± 0.0056^*

0.6270 ± 0.0002^*

0.8184 ± 0.0025^*