Training/serving skew is a plumbing problem
The gap between how a feature is computed in training and how it is computed at inference is rarely a modelling failure. It is two codepaths.
1 post tagged MLOps.
The gap between how a feature is computed in training and how it is computed at inference is rarely a modelling failure. It is two codepaths.