Ensemble deep random vector functional link neural net for imbalanced datasets

• 主要作者: Soo, Jian Xian
• 其他作者: Ponnuthurai Nagaratnam Suganthan
• 格式: Final Year Project
• 語言: English
• 出版: Nanyang Technological University 2022
• 主題: Engineering::Electrical and electronic engineering::Computer hardware, software and systems
• 在線閱讀: https://hdl.handle.net/10356/156880
• 機構: 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...