A rough margin based support vector machine

Jianyun Zhang; Yinghong Wang

doi:10.1016/j.ins.2007.12.012

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JOURNAL ARTICLE

A rough margin based support vector machine

Jianyun Zhang Yinghong Wang

Year: 2008 Journal: Information Sciences Vol: 178 (9)Pages: 2204-2214 Publisher: Elsevier BV

DOI: 10.1016/j.ins.2007.12.012

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Keywords:

Margin (machine learning) Support vector machine Overfitting Benchmark (surveying) Pattern recognition (psychology) Rough set Artificial intelligence Computer science Mathematics Outlier Margin classifier Machine learning Artificial neural network Geology

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Topics

Rough Sets and Fuzzy Logic

Physical Sciences → Computer Science → Computational Theory and Mathematics

Imbalanced Data Classification Techniques

Physical Sciences → Computer Science → Artificial Intelligence

Text and Document Classification Technologies

Physical Sciences → Computer Science → Artificial Intelligence

A rough margin based support vector machine

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Citation History

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