A direct ensemble classifier for imbalanced multiclass learning

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...

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Bibliographic Details
Main Authors: Sainin, Mohd Shamrie, Alfred, Rayner
Format: Conference or Workshop Item
Language:English
Published: 2012
Subjects:
Online Access:https://repo.uum.edu.my/id/eprint/12321/1/063.pdf