Why does frost choose the road less travelled ?

In the poem The Road Not Taken, we see the poet having a choice of taking two types of roads. Both the roads look very fresh and green the morning the poet takes a choice. However, one of these roads has always been travelled on while nobody has ever ventured into taking the other road. People have already taken the first road many times but the second road is left undiscovered and unknown.