“…The boundary between regression and classification is not clearly defined as continuous values in regression can be transformed into a classification problem through thresholding or discretization techniques. At present, various supervised learning algorithms, such as SVM, ,,,− linear discriminant analysis (LDA), ,,,,,,− random forest (RF), ,,,, and neural network (NN), ,,− have been extensively utilized for disease diagnosis.…”