We have been in the May Whitsun holidays and the park was busyish (not as busy as the summer holidays or at Halloween/Christmas). The problem with the period between March to May is that the weather can be really good, but it can be pretty awful (when we went last year it rained everyday), although it is not cold.
If I was you I would pack spare clothing just in case you get soaked.