Binarized support vector machines

Binarized support vector machines

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Article ID: iaor20101969
Volume: 22
Issue: 1
Start Page Number: 154
End Page Number: 167
Publication Date: Dec 2010
Journal: INFORMS Journal on Computing
Authors: , ,
Keywords: support vector machines
Abstract:

The widely used support vector machine (SVM) method has shown to yield very good results in supervised classification problems. Other methods such as classification trees have become more popular among practitioners than SVM thanks to their interpretability, which is an important issue in data mining.

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