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    ICASSP
    2008
    IEEE
    216views Signal Processing» more  ICASSP 2008»
    Nested support vector machines
    15 years 5 months ago
    Nested support vector machines
    Download  www.eecs.umich.edu
    The one-class and cost-sensitive support vector machines (SVMs) are state-of-the-art machine learning methods for estimating density level sets and solving weighted classificatio...
    Gyemin Lee, Clayton Scott
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    CSDA
    2007
    105views more  CSDA 2007»
    Model selection for support vector machines via uniform design
    14 years 10 months ago
    Model selection for support vector machines via uniform design
    Download  www.personal.psu.edu
    The problem of choosing a good parameter setting for a better generalization performance in a learning task is the so-called model selection. A nested uniform design (UD) methodol...
    Chien-Ming Huang, Yuh-Jye Lee, Dennis K. J. Lin, S...
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    KAIS
    2008
    138views more  KAIS 2008»
    Parallel randomized sampling for support vector machine (SVM) and support vector regression (SVR)
    14 years 10 months ago
    Parallel randomized sampling for support vector machine (SVM) and support vector regression (SVR)
    Download  yumaolu.com
    Yumao Lu, Vwani P. Roychowdhury
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    ICMLA
    2004
    129views Machine Learning» more  ICMLA 2004»
    Income prediction via support vector machine
    14 years 12 months ago
    Income prediction via support vector machine
    Download  www.cis.ysu.edu
    Alina Lazar
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    ACML
    2009
    Springer
    326views Machine Learning» more  ACML 2009»
    A Reformulation of Support Vector Machines for General Confidence Functions
    15 years 5 months ago
    A Reformulation of Support Vector Machines for General Confidence Functions
    Download  webdocs.cs.ualberta.ca
    Yuhong Guo, Dale Schuurmans
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