Table 3. Computational time of the different methods.
Training time | Testing time (per subject) | |||
Unsupervised | Freesurfer | None | ∼24 hours | |
Threshold | None | <1 minute | ||
WHASA | None | ∼30 minutes | ||
Supervised | kNN | Feature Vector A/B | Minutes | ∼10 minutes |
Feature Vector C/D | Minutes | 20–30 minutes | ||
SVM | Feature Vector A/B | Minutes | 1–2 minutes | |
Feature Vector C/D | 15–20 hours | 3–5 hours |