Imbalanced data learning for biomedical application

• المؤلف الرئيسي: Xie, Vincent JianHan.
• مؤلفون آخرون: Lin Zhiping
• التنسيق: Final Year Project
• اللغة: English
• منشور في: 2011
• الموضوعات: DRNTU::Engineering::Electrical and electronic engineering
• الوصول للمادة أونلاين: http://hdl.handle.net/10356/44917

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...