Go to kustomize, pick your character, hover over the variation whose costume you wanna play, and click the touchpad so it makes a little star appear on that one. Game defaults to that when you play the tourney variations online.
I first read this as "Kombat League Stinks" and I was like "yeah it fuckin does lol"