The ROC curve in (Fig. 8.17) indicates a significant difference in the discriminated between bearing-altered minerals, kaolinite, alunite, calcite and dolomite, granite, ... In terms of ROC area, the clay, quartz, and carbonate have an area difference of 92%, 83%, and 85%, respectively (Fig. 8.17), which confirms the Mahalanobis algorithm.