It's not 15 systems of games, it's one giant pack of rom files with all the games. This is also the CHD packs which is Hard Drive data that is too large to put in a conventional rom, some arcade games had them. There is also the Software Lists which is all the console and computer stuff that Mame emulates.
I am assuming you just want a standard set up Mame roms that have all the games. The Merged, Non Merged and Split sets all have the exact same games with all the necessary roms to play all the games (minus some CHDs which some games require).
Now which of the Merged, Non Merged and Split sets you want will depend upon how you want to do things. I assume Rocket Launcher and Hyperspin uses the Split sets but I don't know for certain because I don't use either of those programs.