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Multicategory Classification via Forward-Backward Support Vector Machine
In this paper, we propose a new algorithm to extend support vector machine (SVM) for binary classification to multicategory classification. The proposed method is based on a sequential binary classification algorithm: we first classify a target class by excluding the possibility of labeling as any o...
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| Veröffentlicht in: | Commun Math Stat |
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| Hauptverfasser: | , , |
| Format: | Artigo |
| Sprache: | Inglês |
| Veröffentlicht: |
2019
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| Schlagworte: | |
| Online Zugang: | https://ncbi.nlm.nih.gov/pmc/articles/PMC7962596/ https://ncbi.nlm.nih.gov/pubmed/33738177 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/s40304-019-00179-2 |
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