Twin support vector machine (TSVM) is an emerging machine learning model with versatile applicability in classification and regression endeavors. Nevertheless, TSVM confronts noteworthy challenges: 1) ...

Support vector regression (SVR), as one of the most popular metamodels, has been widely used to replace expensive and time-consuming simulation models in complex engineering design process. In this ...