shaheen-syed / actigraph-actiwave-analysis Goto Github PK

Hello, I'm seeing a weird pattern where the algorithm is labeling many 0 count minutes as wear time.
wear_day = choi_2011.choi_2011_calculate_non_wear_time(final_array, raw_data_min_grouped.index), where final array is X data from an AGD file, X/Z are an appended dummy array of 0s. It seemed like I needed to have some value in X,Y,Z for the algorithm to run.

You can see in the table below for 5/8:

Then when I plot the counts over the day I just see one spike:

I adjusted the hyperparameters with no luck. I've seen this in quite a few of my files and it's generally at the end of the file after a period of very low wear days. Do you have any idea why this is happening/how to fix?

Thanks,
Kaitlin