Belief without evidence is not the real definition of faith. The real definition of faith is trusting in what you have good evidence to believe.
That's not how it's commonly used by fundamentalist Christians. In those circle it's not only believe without good evidence, but belief in spite evidence, even over whelming evidence to the contrary.