Solved by ptrblck in post #4 
              
              
                Ok, interesting idea. 
So as far as I understand your approach, each models uses its mean and std, which were calculated on the positive samples for the appropriate class. Am I right? 
Did this approach outperform 6 different models using a global mean and std? 
However, you could relocate the stand…