A practice that was very popular before the Rfree came around was to fit a 
water molecule in every noise peak. One would get spectacular low Rfactors this 
way, but I cannot imagine that anyone would believe that this would be fitting 
and not over-fitting.

Best,
Herman

Von: CCP4 bulletin board <CCP4BB@JISCMAIL.AC.UK> Im Auftrag von Sam Tang
Gesendet: Dienstag, 20. Oktober 2020 05:27
An: CCP4BB@JISCMAIL.AC.UK
Betreff: [ccp4bb] over-fitting? over-refinement?

Hi, the question may be a bit weird, but how do you define 'over-fitting' in 
the context of structure refinement? From users' perspective the practical 
aspect is to 'fit' the model into the density. So there comes this question 
from our juniors: fit is fit, how is a model over-fit?

BRS

Sam

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