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Non-crossing large-margin probability estimation and its application to robust SVM via preconditioning
Many large-margin classifiers such as the Support Vector Machine (SVM) sidestep estimating conditional class probabilities and target the discovery of classification boundaries directly. However, estimation of conditional class probabilities can be useful in many applications. Wang, Shen, and Liu (2...
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| Main Authors: | , |
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| Format: | Artigo |
| Jezik: | Inglês |
| Izdano: |
2011
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| Teme: | |
| Online dostop: | https://ncbi.nlm.nih.gov/pmc/articles/PMC2998236/ https://ncbi.nlm.nih.gov/pubmed/21151740 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.stamet.2009.05.004 |
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