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    ISTA
    2003
    178views Information Technology» more  ISTA 2003»
    Support Vector Machine Parameter Optimization for Text Categorization Problems
    13 years 9 months ago
    Support Vector Machine Parameter Optimization for Text Categorization Problems
    Download  subs.emis.de
    : This paper analyzes the influence of different parameters of Support Vector Machine (SVM) on text categorization performance. The research is carried out on different text collec...
    Mikhail S. Ageev, Boris V. Dobrov
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    IJCNN
    2006
    IEEE
    103views Neural Networks» more  IJCNN 2006»
    A Heuristic for Free Parameter Optimization with Support Vector Machines
    14 years 1 months ago
    A Heuristic for Free Parameter Optimization with Support Vector Machines
    Download  www.svms.org
    — A heuristic is proposed to address free parameter selection for Support Vector Machines, with the goals of improving generalization performance and providing greater insensitiv...
    Matthew Boardman, Thomas P. Trappenberg
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    ESWA
    2007
    146views more  ESWA 2007»
    A real-valued genetic algorithm to optimize the parameters of support vector machine for predicting bankruptcy
    13 years 7 months ago
    A real-valued genetic algorithm to optimize the parameters of support vector machine for predicting bankruptcy
    Download  mcdm.ntcu.edu.tw
    Two parameters, C and r, must be carefully predetermined in establishing an efficient support vector machine (SVM) model. Therefore, the purpose of this study is to develop a gene...
    Chih-Hung Wu, Gwo-Hshiung Tzeng, Yeong-Jia Goo, We...
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    PR
    2007
    104views more  PR 2007»
    Optimizing resources in model selection for support vector machine
    13 years 7 months ago
    Optimizing resources in model selection for support vector machine
    Download  www.livia.etsmtl.ca
    Tuning SVM hyperparameters is an important step in achieving a high-performance learning machine. It is usually done by minimizing an estimate of generalization error based on the...
    Mathias M. Adankon, Mohamed Cheriet
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    IJCNN
    2000
    IEEE
    107views Neural Networks» more  IJCNN 2000»
    Optimization on Support Vector Machines
    14 years 8 days ago
    Optimization on Support Vector Machines
    Download  dtim.mis.hfu.edu.tw
    João Pedro Pedroso, Noboru Murata
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