Ensemble deep random vector functional link neural net for imbalanced datasets

• المؤلف الرئيسي: Soo, Jian Xian
• مؤلفون آخرون: Ponnuthurai Nagaratnam Suganthan
• التنسيق: Final Year Project
• اللغة: English
• منشور في: Nanyang Technological University 2022
• الموضوعات: Engineering::Electrical and electronic engineering::Computer hardware, software and systems
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/156880
• المؤسسة: Nanyang Technological University

In this project, the Ensemble Deep Random Vector Functional Link (edRVFL) network has been modified to enhance classification performance on any dataset with class imbalance. Imbalanced datasets is ubiquitous in numerous applications of machine learning and it is essential to develop models that cou...