everything here until the last class all right so now we have 91 actually let's make it more generic whatever thing however many classes are okay so we don't have this class anymore so now if we do the softmax over the last thing we can technically we get 91 but now they're normalized so they add up to one so it's kind of a probability distribution next we we want to find the max over this and that that will give us a max output so we don't want to plot all the 100 predictions because that would just be like like squares all over