Assume our hypothesis class is the set of lines, and we use a line to separate the positive and negative examples, instead of bounding the positive examples as in a rectangle, leaving the negatives outside $($see figure $2\mathrm{.}13).$ Show that the VC dimension of a line is $3.$

Figure $2\mathrm{.}13$ A line separating positive and negative instances.