examples if someone says I have a five-way classification problem they're referring to the number of classes so if you say have a five-shot five-way classification problem that means I have five classes each of which has five examples there's a little bit of confusion about the word shot sometimes it means the number of images per class and sometimes it means the total number of images usually we'll use it to mean the number of images per class so five shot five way means twenty-five data points okay now just to