It is very hard to put Tsunku music into any specific genre because you can't! But Yuugure is definitely more pop than EDM. It has platinum era pop feel as the base, but the synthesizer used are more EDM rather than closer to real instruments. Seishun Kozou on the other hand is more EDM with a lot of dubstep.
In any case, I really like this single. I think it is one of the strongest single of the new MM so far. You have 3 greats music of different genre that can please different fan groups, a great MV tie-in with a TV competition, and a popular anime tie-in. And 12gen is super cute. Awww.