I guess that it is because America wanted to be its own nation, so they discarded sports like cricket (which were thought of as "English") and came up with their own alternatives.
Makes sense to me, if you look at the major sports in America they are their own version of other sports:
American football - Own version of Rugby
Baseball - Own version of Rounders
Soccer even has slightly different rules to football across the world.