From the Urban Dictionary:
General term for a motorcycle equipped with saddlebags for storage. Sometimes used to describe the riders of such motorcycles, stereotypically affluent, older white men who only ride on weekends.
"I got tired of lugging my stuff around in a backpack, so I traded my chopper for a bagger.Is he a hard-core rider? Nah, he's just a bagger. "