MousaviSajad / SleepEEGNet

SleepEEGNet: Automated Sleep Stage Scoring with Sequence to Sequence Deep Learning Approach
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inter patient paradigm #11

Open FarnaWeynman opened 4 years ago

FarnaWeynman commented 4 years ago

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

"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"

Could you please clarify?

Regards Farna

Load training set:
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Load Test set:
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