Solved by rasbt in post #6 
              
              
                Say you use 5-fold cross validations. Then, you have 5 iterations with 1 training and 1 validation fold in each iteration. So, in total, once you finished iterating, you have 5 validation accuracies. Here, the “the average of the validation accuracies” then means that these are averaged: sum(valid1…