Solved by KFrank in post #2 
              
              
                Hi Sherzod! 

Here’s my speculative way of looking at this: 
You train your classifier to predict one of two classes.  When it gets it 
right, it gets rewarded for predicting that class with high certainty, so 
there is some bias towards making high-certainty predictions.  Because 
you don’t train w…