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Time Features - Ordinality #34

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ghost opened this issue Apr 5, 2022 · 0 comments

ghost commented Apr 5, 2022

Doesn't the way time features were encoded introduce ordinality?

For example, if Sunday is encoded as 1 and Thursday is encoded as 5 - doesn't that let the model think Thursday is more important than Sunday.

Is this understanding correct? If yes, could you help to understand why that decision was taken during model design?

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