A New Sufficient & Necessary Condition for Testing Linear Separability Between Two Sets
As a fundamental mathematical problem in the field of machine learning, the linear separability test still lacks a theoretically complete and computationally efficient method. This paper proposes and proves a sufficient and necessary condition for linear separability test based on a sphere model. Th...
Ausführliche Beschreibung
Bibliographische Detailangaben
| Veröffentlicht in: | IEEE transactions on pattern analysis and machine intelligence. - 1979. - 46(2024), 6 vom: 03. Juni, Seite 4160-4173
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| 1. Verfasser: |
Zhong, Shuiming
(VerfasserIn) |
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| Weitere Verfasser: |
Lyu, Huan,
Lu, Xiaoxiang,
Wang, Baowei,
Wang, Dingcheng |
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| Format: | Online-Aufsatz
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| Sprache: | English |
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| Veröffentlicht: |
2024
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| Zugriff auf das übergeordnete Werk: | IEEE transactions on pattern analysis and machine intelligence
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| Schlagworte: | Journal Article |
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