Ensemble deep random vector functional link neural network for regression

• Main Authors: Hu, Minghui, Chion, Jet Herng, Suganthan, Ponnuthurai Nagaratnam, Katuwal, Rakesh Kumar
• Other Authors: School of Electrical and Electronic Engineering
• Format: Article
• Language: English
• Published: 2023
• Subjects: Engineering::Electrical and electronic engineering; Ensemble; Neural Networks
• Online Access: https://hdl.handle.net/10356/165020
• Institution: Nanyang Technological University

Inspired by the ensemble strategy of machine learning, deep random vector functional link (dRVFL), and ensemble dRVFL (edRVFL) has shown state-of-the-art results on different datasets. Our present work first fills the gap of dRVFL and edRVFL work in the field of regression. We test and evaluate the...