Machado dropped his appeal and will begin serving his four-game suspension Sunday, Eduardo A. Encina of the Baltimore Sun reports.
With J.J. Hardy (foot) now back in the lineup, the Orioles will likely look to Pedro Alvarez and Ryan Flaherty to man third base during Machado's absence. Baltimore is off Thursday, so Machado won't return until Friday against the Rays.