WASHINGTON—Just two days before polls close in the presidential race, the FBI said a review of new evidence gave it no reason to reverse its earlier recommendation that Hillary Clinton not face charges related to her email practices while secretary of state.

The announcement Sunday by Federal Bureau of Investigation Director James Comey lifted a legal and political cloud that had hung over Mrs. Clinton’s campaign for 10 days.

Mr....