Table A1.

Descriptive statistics of the performance measures in TD control vs. ADHD patients classification when using fALFF+REHO features.

	Mean	SD	Median	Ql	Q3	Min	Max
SPECIFICITY
AdaB	0.680	0.128	0.702	0.585	0.777	0.330	0.947
Bagg	0.807	0.181	0.851	0.766	0.907	0.000	1.000
LogB	0.679	0.102	0.681	0.625	0.747	0.404	0.915
L2L2SVMd	0.616	0.087	0.617	0.561	0.681	0.394	0.819
L2L2SVMp	0.626	0.086	0.617	0.572	0.691	0.404	0.830
L2L1SVMd	0.616	0.087	0.617	0.561	0.684	0.394	0.819
L1L2SVM	0.626	0.096	0.638	0.561	0.691	0.372	0.840
L1logR	0.649	0.102	0.665	0.585	0.713	0.383	0.840
L2logRd	0.602	0.089	0.617	0.543	0.662	0.394	0.809
L2logR	0.603	0.088	0.612	0.543	0.670	0.394	0.819
SENSITIVITY
AdaB	0.392	0.127	0.396	0.286	0.484	0.143	0.688
Bagg	0.222	0.134	0.221	0.117	0.312	0.000	0.532
LogB	0.381	0.106	0.377	0.312	0.445	0.143	0.675
L2L2SVMd	0.438	0.072	0.429	0.390	0.494	0.182	0.610
L2L2SVMp	0.426	0.076	0.429	0.373	0.481	0.182	0.571
L2L1SVMd	0.438	0.072	0.429	0.390	0.494	0.182	0.597
L1L2SVM	0.428	0.087	0.429	0.364	0.497	0.234	0.636
L1logR	0.410	0.094	0.409	0.334	0.468	0.247	0.688
L2logRd	0.464	0.075	0.468	0.425	0.519	0.221	0.649
L2logR	0.462	0.073	0.455	0.416	0.506	0.221	0.649
SCORE
AdaB	0.536	0.039	0.534	0.514	0.561	0.421	0.646
Bagg	0.515	0.100	0.533	0.502	0.560	0.000	0.631
LogB	0.530	0.037	0.532	0.510	0.550	0.435	0.628
L2L2SVMd	0.527	0.036	0.529	0.507	0.550	0.437	0.637
L2L2SVMp	0.526	0.038	0.526	0.503	0.549	0.435	0.633
L2L1SVMd	0.527	0.036	0.528	0.506	0.550	0.437	0.637
L1L2SVM	0.527	0.035	0.526	0.504	0.557	0.440	0.594
L1logR	0.530	0.028	0.531	0.507	0.549	0.462	0.630
L2logRd	0.533	0.037	0.534	0.508	0.561	0.442	0.605
L2logR	0.532	0.038	0.534	0.505	0.562	0.427	0.608