Solved by ptrblck in post #4 
              
              
                class_index is assigned to the current class index in the for loop over all classes. 
Your code (testset.targets == class_index) wouldn’t use the model predictions, but just all targets and the current selected class target. 
The function will plot a PR curve for each class. 
EDIT: Issue might be re…