Created
May 9, 2019 07:00
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Example of cross-validation with unbalanced data
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That is absolutely fair. I probably wouldn’t add it into the main article (I think it is useful to focus on one problem) but can definitely see a section at the bottom for “going further” or “future improvements”.
I’ll take the advice onboard and add a section — thank you!!
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I understand that it doesn't solve the imbalance, but I thought it could be bad not to use StratifiedKFold as you could end up with some fold with no samples of the minority class.