Revert "Fix https://github.com/slundberg/shap/issues/1145"
Revert "Fix https://github.com/slundberg/shap/issues/1145"

This reverts commit 36f33e8

slundberg/shap,slundberg/shap,slundberg/shap,slundberg/shap