[8.0][ML] Ensure we have sufficient resolution when we reinitialise component models #2170
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…ent models (elastic#2167) When we retest if a modelled seasonal component is still appropriate or may contain bias we now require higher resolution if shorter time windows are available. This is important because if the time series has a mixture of fast and slow seasonality we will detect the fast seasonality first and then potentially reinitialise it when we detect the slow seasonality. We should only do this if the window provides us with sufficient resolution to initialise it properly. Closes elastic#2166.
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Backport #2167.