I'm using the boolean modifier to remove a cylinder shape from a partial cone, as shown here

However, after applying, the partial cone is still one solid piece. When I enter edit mode, I see that there are vertices, but all the faces are still there.
How can I cut the cylinder out of the partial cone?
