Figure 3. Receiver operating characteristic(ROC) curve for the best feature set of each textural feature category studied (first order statistics (FOS), grey level co-occurrence matrices (GLCMs), grey level run length matrices (GLRLMs) and Laws texture energy measures (LTEMs)).