Imbalanced data learning for biomedical application

• 主要作者: Xie, Vincent JianHan.
• 其他作者: Lin Zhiping
• 格式: Final Year Project
• 語言: English
• 出版: 2011
• 主題: DRNTU::Engineering::Electrical and electronic engineering
• 在線閱讀: http://hdl.handle.net/10356/44917
• 機構: 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...