In this assignment, we examine classification using logistic regression. In R console, type mtcars. The dataset mtcars is a generic dataset in R. This dataset comprises of fuel consumption and 10 aspects of automobile design and performance for 32 automobiles. Using only the variables am (0 = automatic, 1 = manual) and mpg, your task is to fit a logistic regression model. Complete the following steps using R.

Suppose a car has 16 mpg. How would you classify the transmission: automatic or manual? Explain and show how you classified the transmission.