Support Vector MachineThe support vector machines, also known as the support vector networks [26], are supervised learning models with associated learning algorithms which deal with data and recognize patterns and are mainly used for classification and regression analysis.Given the 30 training samples in Table 1 denoted by , here is the th sample with 11 parameters values (e.g., the mineral type a