Ensemble deep random vector functional link neural network for regression

• المؤلفون الرئيسيون: Hu, Minghui, Chion, Jet Herng, Suganthan, Ponnuthurai Nagaratnam, Katuwal, Rakesh Kumar
• مؤلفون آخرون: School of Electrical and Electronic Engineering
• التنسيق: مقال
• اللغة: English
• منشور في: 2023
• الموضوعات: Engineering::Electrical and electronic engineering; Ensemble; Neural Networks
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/165020

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...