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A tutorial on n-support vector machines
| Content Provider | Semantic Scholar |
|---|---|
| Author | Chen, Pai-Hsuen Lin, Chih-Jen Sch, Bernhard |
| Copyright Year | 2005 |
| Abstract | SUMMARY We briefly describe the main ideas of statistical learning theory, support vector machines (SVMs), and kernel feature spaces. We place particular emphasis on a description of the so-called n-SVM, including details of the algorithm and its implementation, theoretical results, and practical applications. Copyright # 2005 John Wiley & Sons, Ltd. |
| File Format | PDF HTM / HTML |
| Alternate Webpage(s) | http://www.csie.ntu.edu.tw/~cjlin/papers/nusvmtutorial.pdf |
| Alternate Webpage(s) | http://www.cis.uab.edu/zhang/Spam-mining-papers/A.Tutorial.on.Support.Vector.Machines.pdf |
| Alternate Webpage(s) | http://www.kyb.tuebingen.mpg.de/publications/pdfs/pdf3353.pdf |
| Alternate Webpage(s) | http://ntucsu.csie.ntu.edu.tw/~cjlin/papers/nusvmtutorial.pdf |
| Alternate Webpage(s) | http://is.tuebingen.mpg.de/fileadmin/user_upload/files/publications/pdf3353.pdf |
| Language | English |
| Access Restriction | Open |
| Content Type | Text |
| Resource Type | Article |