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pipelines correlation calculation seems off #141

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scott-huberty opened this issue Sep 1, 2023 · 0 comments
Open

pipelines correlation calculation seems off #141

scott-huberty opened this issue Sep 1, 2023 · 0 comments

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@scott-huberty
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scott-huberty commented Sep 1, 2023

If you run this notebook: https://colab.research.google.com/drive/1XR867ptDDFnxmC62qFnSlZ6IbticR0G7?usp=sharing

You'll see that In the raw data, neighboring channels "EEG 015" and "EEG 016" have a correlation coefficient of .90.

According the pipeline's correlation calculation, both channels have an average max correlation of about .30

When even highly correlated channels come out with low correlations, it makes them group together with actual uncorrelated channels, making the bar for flagging any channel as low_r difficult.

@scott-huberty scott-huberty changed the title pipelines low correlation calculation seems off pipelines correlation calculation seems off Sep 1, 2023
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