alpha and beta here you can determine how many times you sample the original data points versus how many times you sample something in the middle okay on this toy data set right here they showcase what mix up can do so in a classic model you have the orange and the green data points and blue is basically where the classifier believes its class one you see this very hard border here it's quite a hard border now you only have two classes here and so the hard border is sort of a problem in itself because if you think of for