High Quality Content by WIKIPEDIA articles! The Best of LeAnn Rimes is a greatest hits album by American country singer LeAnn Rimes, released in 2004, it tweaks the 2003 U.S. release Greatest Hits, leaving behind some of the purer country hits that didn’t translate outside of the U.S. -- notably, Al Anderson’s “Big Deal” is nowhere to be found—and concentrating on her big pop crossover hits, including “How Do I Live,” “Can`t Fight the Moonlight” and her duet with Ronan Keating, “Last Thing on My Mind.