... statistical descriptors with texture features derived from the Gray Level Co-occurrence Matrix ( GLCM ). Random Forest ( RF )-based feature selection is used to select key features and reduce dimensionality. The optimized features are then classified using support vector machine ( SVM ) and K-Nearest...

... we used a support vector machine (SVM) which we have proven is a suitable classifier for this type of problem The experimental results show that some of the studied methods are more compatible with this classification problem than others. Although it is the oldest method, GLCM always remains...