explain the data
In this dataset, the sleep stages are labeled from 0 to 9. However, stages 4 and 7 have zero data points, while stages 6 and 9 have very few data points. What do these values even represent?
And why are there value 5, 2 and 3 at the start of sleep
I am thinking that 0 is awake 5 is REM and 1, 2, 3 are NREM
plz explain me someone
night_id 4
night_id 1
Heya!
I had uploaded the dataset and forgot to add the Readme. Give me a couple of days, would update it here.
Cheers!
I’ve been using it to train my model and testing it with the data I collected.
Would it be possible for you to kindly provide a quick explanation of what each feature represents, how they are computed, and what the numbers in each sleep stage indicate?
Thank you again for your help.
Hay man can I get that Readme
Added the readme
Hay still you didn't mention what label is what in sleep stage
You didn't give the mapping of integer to sleep stage
What is the class number for deep sleep what is it for rem??...
I think the label mapping is there, just scroll a bit. https://huggingface.co/datasets/abmallick/heart-breath-sleep-stage-dataset#%F0%9F%93%8B-features--columns
The stage mapping is standard AASM 5-stage encoding. 1-3 non-REM, 4 REM, 0 Wake. https://www.sleepfoundation.org/stages-of-sleep
Hope it helps