In fact, most people agree that he IS evil.
However, the US has no legal justification for attacking a sovereign nation just because the leader is "evil". If that were justification, there, NK, Saudi Arabia, China, and a host of other countries. Are we going to go after each of them?
And Saddam as evil was not the declared reason for attacking.
Each of the stated "reasons" have yet to be demonstated as valid.