(d).
Method | Timepoints | ACC | SEN | SPE | AUC |
---|---|---|---|---|---|
SVM | 1st visit | 51.7 | 54.5 | 57.8 | 0.594 |
1st + 2nd visit | 55.0 | 58.2 | 63.9 | 0.643 | |
PCA | 1st visit | 60.9 | 65.6 | 59.1 | 0.663 |
1st + 2nd visit | 65.7 | 70.8 | 64.0 | 0.712 | |
RBF | 1st visit | 65.0 | 68.1 | 62.5 | 0.704 |
1st + 2nd visit | 68.2 | 71.5 | 65.7 | 0.801 | |
RF | 1st visit | 72.5 | 79.0 | 68.7 | 0.785 |
1st + 2nd visit | 72.5 | 79.2 | 69.9 | 0.790 |