How to delete existing indexed events?

Hi, I saw multiple junk Windows security events filling up my disk space. I now filtered unnecessary events. How can I delete those existing events? I tried... Delete and it's showing deleted successfully when I do a search with delete command, but I saw the events are not deleted. Could some one help me how to clean up existing indexed events? Thanks, Jay