I want to create pipeline which will inverse transform the y variable after model prediction
I have 3 pickle files X variable scalar transform pre fitted object :-X sclr Y variable scalar transform pre fitted object :-Y sclr svr model object:- model
I imported it to python and now I want create pipeline using this file
where input data will get scalar transformed by Xsclr parameter----> then model prediction will happen and then output of model will get inverse transformed using Y sclr object parameter
something like this from sklearn.pipeline import Pipeline pipe = Pipeline(steps=[('x scale', Xsclr ), ('svr model object', model)] (''inverse transform y variable',Ysclr) )