Question:

How is the model capacity affected with dropout rate (where model capacity means the ability of a neural network to approximate complex functions)?

A.

model capacity increases in increase in dropout rate

B.

model capacity decreases in increase in dropout rate

C.

model capacity is not affected on increase in dropout rate

D.

none of these

Answer» b. model capacity decreases in increase in dropout rate