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    ICML
    2010
    IEEE
    211views Machine Learning» more  ICML 2010»
    One-sided Support Vector Regression for Multiclass Cost-sensitive Classification
    13 years 11 months ago
    One-sided Support Vector Regression for Multiclass Cost-sensitive Classification
    Download  www.csie.ntu.edu.tw
    We propose a novel approach that reduces cost-sensitive classification to one-sided regression. The approach stores the cost information in the regression labels and encodes the m...
    Han-Hsing Tu, Hsuan-Tien Lin
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    BMCBI
    2006
    106views more  BMCBI 2006»
    Prediction of the functional class of metal-binding proteins from sequence derived physicochemical properties by support vector
    13 years 10 months ago
    Prediction of the functional class of metal-binding proteins from sequence derived physicochemical properties by support vector
    Download  www.biomedcentral.com
    Metal-binding proteins play important roles in structural stability, signaling, regulation, transport, immune response, metabolism control, and metal homeostasis. Because of their...
    H. H. Lin, L. Y. Han, H. L. Zhang, C. J. Zheng, B....
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    JMLR
    2008
    110views more  JMLR 2008»
    Estimating the Confidence Interval for Prediction Errors of Support Vector Machine Classifiers
    13 years 10 months ago
    Estimating the Confidence Interval for Prediction Errors of Support Vector Machine Classifiers
    Download  jmlr.csail.mit.edu
    Support vector machine (SVM) is one of the most popular and promising classification algorithms. After a classification rule is constructed via the SVM, it is essential to evaluat...
    Bo Jiang, Xuegong Zhang, Tianxi Cai
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    ESWA
    2007
    119views more  ESWA 2007»
    Marketing segmentation using support vector clustering
    13 years 10 months ago
    Marketing segmentation using support vector clustering
    Download  www.knu.edu.tw
    ct 9 Marketing segmentation is widely used for targeting a smaller market and is useful for decision makers to reach all customers effec10 tively with one basic marketing mix. Alt...
    Jih-Jeng Huang, Gwo-Hshiung Tzeng, Chorng-Shyong O...
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    MMS
    2006
    130views Information Technology» more  MMS 2006»
    Support vector machine active learning for music retrieval
    13 years 10 months ago
    Support vector machine active learning for music retrieval
    Download  www.ee.columbia.edu
    Searching and organizing growing digital music collections requires a computational model of music similarity. This paper describes a system for performing flexible music similarit...
    Michael I. Mandel, Graham E. Poliner, Daniel P. W....
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