The version you use will depend on your computer processor. In theory, the most up to date version of MAME you can use will result in more accurate the game emulation which usually required a faster computer processor to run the game at full speed. If you have a 64-bit processor then you want to use a 64-bit version of MAME (games can run up to 40% faster). It’s best to use the newest version of MAME as long as your computer processor can handle it. We recommend that you use the version of MAME that is offered on the ‘Download’ page. This special version has been modified to recognize Mortal Kombat 2 Plus (etc) as its own game. You may chose to use a different version of MAME, but you may get an error when trying to load MK2.ZIP. Don’t worry though, we will go over how to get around such problems in a later section.
That's... ugh.
(edit- it doesn't, just recommended)