Twin support vector machine (TWSVM) and twin regression (TSVR) are newly emerging efficient learning techniques which offer promising solutions for classification challenges respectively. TWSVM is based upon the idea to identify two nonparallel hyperplanes classify data points their respective classes. It requires solve small sized quadratic programming problems (QPPs) in lieu of solving single...