Answer
$Decreases$
Work Step by Step
When N increases, the f decreases. As proven from the previous calculations.
This is because as N increases, the number of available microscopic states increases with the base of 2 and power of N, which is huge because there are more number of states to be occupied. This makes the particles are less likely to remain in its central configuration, hence the ratio of f decreases.