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how did you get the dataframe_hrv.csv overview ? #2

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pdeman opened this issue Aug 7, 2019 · 1 comment
Open

how did you get the dataframe_hrv.csv overview ? #2

pdeman opened this issue Aug 7, 2019 · 1 comment

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@pdeman
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pdeman commented Aug 7, 2019

Hi,
I have been running the tutorial.
and I have approximately the same average score after tpot than you (more around 0.79 but close).
I was wondering how you got this information:
https://github.com/chriotte/Stress_classifier_with_AutoML_and_wearable_devices/blob/master/images/dataoverview.png
is that tpot who "told you" that avnn was rejected because highly correlated with interval in seconds etc ... ?

should not it be then trained again without avnn, for training it should not have two highly correlated features normally.
then if I want to run it on other dataset I don't have to calculate the avnn features ?

Best regards
PS: I don't find the ground truth for the viking dataset, is that normal ?

@rutikakolekar
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I am getting error in tpot_pypline.py file . Could you please tell me what Path/Data/File means in that file?

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