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Hard or Soft Classification? Large-margin Unified Machines
Margin-based classifiers have been popular in both machine learning and statistics for classification problems. Among numerous classifiers, some are hard classifiers while some are soft ones. Soft classifiers explicitly estimate the class conditional probabilities and then perform classification bas...
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| Main Authors: | , , |
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| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado em: |
2011
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| Assuntos: | |
| Acesso em linha: | https://ncbi.nlm.nih.gov/pmc/articles/PMC3233196/ https://ncbi.nlm.nih.gov/pubmed/22162896 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1198/jasa.2011.tm10319 |
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