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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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Bibliografiske detaljer
Main Authors: Wu, Yichao, Liu, Yufeng
Format: Artigo
Sprog:Inglês
Udgivet: 2011
Fag:
Online adgang: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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