Reverse of Yeo Johnson variable transformation done by preprocess function in caret package to get original Target and predicted values
I am not sure there is an elegant caret solution, but VGAM offers what you are looking for, an inverse of the yeo-jhonson transformation : https://www.rdocumentation.org/packages/VGAM/versions/1.0-3/topics/yeo.johnson.