TS-WRSVM: twin structural weighted relaxed support vector machine

Classification of data with imbalanced class distributions is a major problem in the data mining community. Imbalanced classification is a challenging task in the presence of outliers. In this paper, we propose a new cost-sensitive learning method with regard to the structure of data distribution fo...

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Bibliographic Details
Main Authors: Fatemeh Sheykh Mohammadi, Ali Amiri
Format: Article
Language:English
Published: Taylor & Francis Group 2019-07-01
Series:Connection Science
Subjects:
Online Access:http://dx.doi.org/10.1080/09540091.2019.1573418