Support Vector Machines:
Support Vector Machines: Optimization Based Theory, Algorithms, and Extensions presents an accessible treatment of the two main components of support vector machines (SVMs)-classification problems and regression problems. The book emphasizes the close connection between optimization theory and SVMs...
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| Main Authors: | , , |
|---|---|
| Corporate Author: | |
| Format: | Electronic eBook |
| Language: | English |
| Published: |
[Erscheinungsort nicht ermittelbar]
Chapman and Hall/CRC
2012
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| Edition: | 1st edition. |
| Subjects: | |
| Links: | https://learning.oreilly.com/library/view/-/9781439857939/?ar |
| Summary: | Support Vector Machines: Optimization Based Theory, Algorithms, and Extensions presents an accessible treatment of the two main components of support vector machines (SVMs)-classification problems and regression problems. The book emphasizes the close connection between optimization theory and SVMs since optimization is one of the pillars on which. |
| Item Description: | Online resource; Title from title page (viewed December 17, 2012) |
| Physical Description: | 1 Online-Ressource (363 Seiten) |
| ISBN: | 9781439857939 |
Staff View
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| isbn | 9781439857939 |
| language | English |
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| physical | 1 Online-Ressource (363 Seiten) |
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| spelling | Deng, Naiyang VerfasserIn aut Support Vector Machines Deng, Naiyang 1st edition. [Erscheinungsort nicht ermittelbar] Chapman and Hall/CRC 2012 1 Online-Ressource (363 Seiten) Text txt rdacontent Computermedien c rdamedia Online-Ressource cr rdacarrier Online resource; Title from title page (viewed December 17, 2012) Support Vector Machines: Optimization Based Theory, Algorithms, and Extensions presents an accessible treatment of the two main components of support vector machines (SVMs)-classification problems and regression problems. The book emphasizes the close connection between optimization theory and SVMs since optimization is one of the pillars on which. Mathematical optimization Support vector machines Machines à vecteurs supports Optimisation mathématique Tian, Yingjie VerfasserIn aut Zhang, Chunhua VerfasserIn aut Safari, an O'Reilly Media Company. MitwirkendeR ctb |
| spellingShingle | Deng, Naiyang Tian, Yingjie Zhang, Chunhua Support Vector Machines Mathematical optimization Support vector machines Machines à vecteurs supports Optimisation mathématique |
| title | Support Vector Machines |
| title_auth | Support Vector Machines |
| title_exact_search | Support Vector Machines |
| title_full | Support Vector Machines Deng, Naiyang |
| title_fullStr | Support Vector Machines Deng, Naiyang |
| title_full_unstemmed | Support Vector Machines Deng, Naiyang |
| title_short | Support Vector Machines |
| title_sort | support vector machines |
| topic | Mathematical optimization Support vector machines Machines à vecteurs supports Optimisation mathématique |
| topic_facet | Mathematical optimization Support vector machines Machines à vecteurs supports Optimisation mathématique |
| work_keys_str_mv | AT dengnaiyang supportvectormachines AT tianyingjie supportvectormachines AT zhangchunhua supportvectormachines AT safarianoreillymediacompany supportvectormachines |