In trading on Tuesday, non-precious metals & non-metallic mining shares were relative leaders, up on the day by about 1.9%. Leading the group were shares of Cliffs Natural Resources (CLF), up about 6.3% and shares of Alumina Limited (AWC) up about 5% on the day.