(b).
Method | Timepoints | ACC | SEN | SPE | AUC |
---|---|---|---|---|---|
SVM | 1st visit | 80.0 | 84.5 | 78.9 | 0.857 |
1st + 2nd visit | 82.0 | 86.1 | 79.7 | 0.871 | |
PCA | 1st visit | 68.3 | 65.2 | 70.0 | 0.743 |
1st + 2nd visit | 78.8 | 80.7 | 68.4 | 0.808 | |
RBF | 1st visit | 62.7 | 64.1 | 59.3 | 0.676 |
1st + 2nd visit | 89.2 | 91.8 | 86.2 | 0.934 | |
RF | 1st visit | 80.4 | 84.2 | 77.6 | 0.855 |
1st + 2nd visit | 82.4 | 86.3 | 79.5 | 0.876 |