Table 2 Average ACC, SEN, SPE and AUC values on individual site data using 5-fold cross-validation with our proposed method
Site | ASD/HC | Our proposed method | |||
|---|---|---|---|---|---|
ACC (%) | SEN (%) | SPE (%) | AUC (%) | ||
CALTECH | 5/10 | 86.7 | 100.0 | 80.0 | 90.0 |
CMU | 6/5 | 63.3 | 60.0 | 60.0 | 80.0 |
KKI | 12/21 | 71.9 | 63.3 | 76.0 | 83.8 |
LEUVEN | 26/30 | 83.7 | 81.0 | 85.5 | 81.9 |
MAXMUM | 19/27 | 79.3 | 73.3 | 92.7 | 81.3 |
NYU | 74/98 | 82.0 | 68.9 | 91.7 | 87.0 |
OHSU | 12/13 | 72.3 | 63.3 | 80.0 | 86.7 |
OLIN | 14/14 | 75.0 | 73.3 | 76.7 | 81.1 |
PITT | 24/26 | 72.0 | 54.0 | 88.0 | 79.9 |
SBL | 12/14 | 62.0 | 60.0 | 66.7 | 74.4 |
SDSU | 8/19 | 74.0 | 50.0 | 85.0 | 82.5 |
STANFORD | 12/13 | 75.7 | 100.00 | 53.3 | 76.7 |
TRINITY | 19/25 | 73.3 | 80.0 | 68.0 | 78.0 |
UCLA | 48/37 | 81.4 | 81.7 | 80.5 | 89.2 |
USM | 43/24 | 75.1 | 83.1 | 60.0 | 78.4 |
UM | 47/73 | 77.1 | 64.9 | 84.5 | 88.6 |
YALE | 22/19 | 80.6 | 78.0 | 85.0 | 91.8 |
Mean | Â | 75.6 | 72.6 | 77.3 | 83.0 |