Question: can logistic regression be used for regression?
Answer: Logistic regression works great as a classifier in more realistic examples too, but before it can be a classifier, it must be a regression technique! where y is the probability of an event. The fact that we use it as a binary classifier is due to the interpretation of the outcome.