Goals from Wes McDonald and Alfie Bates saw the Saddlers record their third win in six games and stretch their unbeaten run as they continue to edge further from the League Two relegation zone.
Clarke, who has now guided his side through six league games without defeat, praised his team for their defensive display as they secured a twelfth clean-sheet of the season as they overcame the Iron at Glanford Park.