Figure 2.

Machine learning evaluation methods. (A) Nested cross-validation with tenfold inner loop and fivefold outer loop. (B) Evaluation on the temporally shifted validation cohort (testing set). In blue: internal validation cohort (EEGs recorded in 2018). In red: testing cohort (EEGs recorded in 2019).