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

L$=$log$($a

$\backslash$alpha y

$(1$a$)$

$\backslash$beta $(1$y$)$

$)$

where $\backslash$alpha and $\backslash$beta 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.