Recently, researchers have developed nonparallel variants of both extreme learning machine (ELM) and support vector machine (SVM) classifiers to improve learning speed and generalization. However, ...

Support vector machines (SVMs) are benchmark developments in the field of machine learning. Recently, various nonparallel hyperplanes classification algorithms (NHCAs) have been proposed, which are ...