Can you charge a motorcycle battery while it is still connected to the bike with a

[It is finished]

plug in outlet charger? I have a 2005 Suzuki gsxr-600 with a weak battery still attached with the terminals on the bike and want to find out if I have to take it out to charge it with a battery charger or can I leave it in while its charging with the charger terminals. Thanks, MC