A prejudice in favor of or against one thing, person, or group compared with another, usually in a way considered to be unfair.

“The judge was accused of showing a clear bias against the defendant.”

To influence someone's opinions in a way that prevents them from being objective.

“I don't want to bias your choice, so I'll let you decide for yourself.”