thanks for sharing your awesome project, appreciate it! I ran your code for 20-fold CV, and it appears that train and test files are NOT from different individuals. In my log example below the individuals 405 and 412 appear in both training and test set. This corresponds to the intrapatient paradigm, which leads to higher scores.
In your paper for SleepEEGNet you claim
"comparisons presented in this study are based on the inter-patient paradigm"
You defined the inter-patient paradigm as
"the epochs sets for test and training come from different individuals"
Hello Sajad,
thanks for sharing your awesome project, appreciate it! I ran your code for 20-fold CV, and it appears that train and test files are NOT from different individuals. In my log example below the individuals 405 and 412 appear in both training and test set. This corresponds to the intrapatient paradigm, which leads to higher scores.
In your paper for SleepEEGNet you claim
You defined the inter-patient paradigm as
Could you please clarify?
Regards Farna