Cost-Sensitive Boosting for Classification of Imbalanced Data

The classification of data with imbalanced class distributions has posed a significant drawback in the performance attainable by most well-developed classification systems, which assume relatively balanced class distributions. This problem is especially crucial in many application domains, such as m...

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Bibliographic Details
Main Author: Sun, Yanmin
Format: Others
Language:en
Published: 2007
Subjects:
Online Access:http://hdl.handle.net/10012/3000