Ensemble deep random vector functional link neural net for imbalanced datasets

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...

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Bibliographic Details
Main Author: Soo, Jian Xian
Other Authors: Ponnuthurai Nagaratnam Suganthan
Format: Final Year Project (FYP)
Language:English
Published: Nanyang Technological University 2022
Subjects:
Online Access:https://hdl.handle.net/10356/156880