In logistic regression, you were taking a linear combination of input features; why are you considering linear combinations of features? How are you taking the final decision to zero or one from the logit$/$logistic function? Can you apply logistic regression to classify multi$-$class classification problem where you have more than two classes? Explain your rationale in detail to support your answer.