Only if the villain has a somewhat sympathetic cause. I don't root for villains if they're just killing people and trying to end the world just cause he/she can.
Type of villains I root for a while are Yagami Light from Death Note, Tywin Lannister (dude is vile but you get why he does what he does) and Jigsaw Killer .