I’m trying to reproduce the results of the article using the SEED-IV dataset. I have a question about the experimental protocol for Subject-independent experiment on SEED-IV dataset (15 subjets×3 sessions×24 trials).
I would like to know the leave-one-subject-out cross-validation strategy used in the article is option A or option B or others.
Option A:
(Each experiment uses a section as a test set, with a total of 15*3 experiments)
Option B:
(Each experiment uses three section as a test set, with a total of 15 experiments)
I’m trying to reproduce the results of the article using the SEED-IV dataset. I have a question about the experimental protocol for Subject-independent experiment on SEED-IV dataset (15 subjets×3 sessions×24 trials). I would like to know the leave-one-subject-out cross-validation strategy used in the article is option A or option B or others.
Option A: (Each experiment uses a section as a test set, with a total of 15*3 experiments)
Option B: (Each experiment uses three section as a test set, with a total of 15 experiments)