We're looking at using challenger models and wondering if challengers can have different features to the champion/to each other? Or, do the features have to match exactly? tia!
Emily
Challengers can have different features, however a superset of the data must be provided so that scoring can be run through a challenger. Eg.
Deployed model uses length and width.
Challenger uses length, width, and height.
The data sent in to the deployed model must include length, width, and height. The deployed model will simply ignore the additional feature.