A direct ensemble classifier for learning imbalanced multiclass data

A traditional direct single classifier can be easily applied to solve a multiclass classification problem. However, the performance of a single classifier is decreased with the existence of imbalanced data in multiclass classification tasks. Thus, an ensemble of classifiers is one of the methods use...

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Bibliographic Details
Main Author: Samry @ Mohd Shamrie Sainin
Format: Thesis
Language:English
English
Published: 2013
Subjects:
Online Access:https://eprints.ums.edu.my/id/eprint/38557/1/24%20PAGES.pdf
https://eprints.ums.edu.my/id/eprint/38557/2/FULLTEXT.pdf
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