Betting the run line is the baseball version of betting the point spread. The run line gives the underdog a slight advantage in the shape of added runs. The favorite then has a disadvantage in the form of  runs taken away. After the runs are added or removed (depending on the bet), whoever comes out on top is the winning side of the bet.