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You might want to apply one-hot encoding instead. These are not really continuous features. If you consider each day of the week or month of the year a category, then you can instead treat them as categorical variables. The year is trickier as it does not repeat itself. I would suggest to maybe instead of using the year to use a date difference: which can ...


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