Fix average/mode logic #557
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Closing issues
Closes #556
Description
The average/mode feature values are now computed at saved at fit time by explainers for which this is relevant info (for now, just SHAP feature contributions). Additionally, this information will only be provided at produce time if requested.
Test Plan
Added unit tests