A direct ensemble classifier for imbalanced multiclass learning

• Main Authors: Sainin, Mohd Shamrie, Alfred, Rayner
• Format: Conference or Workshop Item
• Language: English
• Published: 2012
• Subjects: QA76 Computer software
• Online Access: http://repo.uum.edu.my/12321/1/063.pdf; http://repo.uum.edu.my/12321/; http://dx.doi.org/10.1109/DMO.2012.6329799

Researchers have shown that although traditional direct classifier algorithm can be easily applied to multiclass classification, the performance of a single classifier is decreased with the existence of imbalance data in multiclass classification tasks.Thus, ensemble of classifiers has emerged as on...