Solved by eqy in post #21 
              
              
                So here we have to be careful about the objective and how to interpret the output. Are you training on a multilabel objective or a cross-entropy loss function? If it is cross-entropy, then doing pred > 0.5 doesn’t seem to make sense as you can end up with multiple classes being predicted True as you…