Imbalanced data learning for biomedical application

• Main Author: Xie, Vincent JianHan.
• Other Authors: Lin Zhiping
• Format: Final Year Project
• Language: English
• Published: 2011
• Subjects: DRNTU::Engineering::Electrical and electronic engineering
• Online Access: http://hdl.handle.net/10356/44917
• Institution: Nanyang Technological University

Imbalance data learning is an area of study motivated by application of machine-learning concept on real-world data. Due to the overwhelming instances of majority class, conventional machine learning algorithms have poor performance on prediction for minority class instances. This report explores a...