horizontally at random in like 50 percent of the time so these are what's called weekly augmented the goal here is just to kind of obtain a bit more training data alright so you run this through your model through your classification model as you would a regular sample and you get a prediction now from your prediction you can take the highest prediction here and that is going to be your pseudo label so this is P of Y this is your distribution that you estimate right so and this and this if you just take the max this is