At least some of these creatures promptly turned on their creators—and probably ate them—then escaped to the Everfree Forest and began breeding. That is why the forest is full of bizarre creatures like Parasprites and Timberwolves that defy everything we know about biology.
Image is an image macro combining a screencap from the show and a Mad Scientist Twilight image from http://paradigmpizza.deviantart.com/art/Completely-Mad-335176655 but I am not altogether certain what the conventions are for credit in such an instance.
Edited
And of course it’s impossible to sort out that this point, especially as some of them have interbred and/or done weird magical merging crap.
You mean when they thought they were the master race more than they currently do.