For a particular binary classication task, your friend modies the logistic regression loss function as follows:

L $=$log

$$

ay $(1$ a$)(1$y$)$

;

where and are coecients set by your friend for a dataset in hand. What kind of a binary classication task might your friend be solving?

Keep your answer short to explain how your friend would have set the coecients based on the dataset.