A direct ensemble classifier for imbalanced multiclass learning

• المؤلفون الرئيسيون: Sainin, Mohd Shamrie, Alfred, Rayner
• التنسيق: Conference or Workshop Item
• اللغة: English
• منشور في: 2012
• الموضوعات: QA76 Computer software
• الوصول للمادة أونلاين: 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...