truck ship this is how the sea far 10 data set it's labeled so one problem with labeling data sets one hot and code vectors is that the model is going to have these overconfident or over fitted predictions to this kind of a class label distribution you can say it applies any probability density to another class it's gonna have a penalty from the cross entropy loss for doing so so if it's a C's this dog image and tries to do label it as 0.75 dog and 0.2 cat he's unsure whether it's a cat or a dog it's gonna be penalized for that as