What is train-serve skew?

A Preprocessing differing between training and inference, producing silently wrong predictions
B A skewed target distribution
C Class imbalance in production
D Latency between requests

Answer

Preprocessing differing between training and inference, producing silently wrong predictions

Packaging the full pipeline as one artefact, or using a feature store, removes the possibility of divergence.

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