The battery will not be affected. In most chargers do not have reverse protection, it will burn up, and the charger with reverse protection will not matter.
The reverse connection of the charger is equivalent to twice the battery voltage short circuit. It creates a lot of electricity.
So it's gonna blow the safety or the charger. Because the time is very short, so basically no harm to the battery. Of course, there are minor injuries. But not much.