If you'd pardon the necro, I believe good and evil are vague and subjective traits which are hard to properly quantify. The answer to this question depends heavily on your personal definition of them.
To give my own answer, I feel killing everyone deemed evil will not prevent future generations from performing evil acts, nor will it prevent them from being deemed as evil themselves. People deemed as good can perform evil, and vice versa.