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» On-line support vector machines and optimization strategies
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ESWA
2007
146views more  ESWA 2007»
14 years 9 months ago
A real-valued genetic algorithm to optimize the parameters of support vector machine for predicting bankruptcy
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...
PR
2007
104views more  PR 2007»
14 years 9 months ago
Optimizing resources in model selection for support vector machine
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
WADS
2001
Springer
80views Algorithms» more  WADS 2001»
15 years 1 months ago
Optimization over Zonotopes and Training Support Vector Machines
Marshall W. Bern, David Eppstein
IJCNN
2000
IEEE
15 years 1 months ago
Optimization on Support Vector Machines
João Pedro Pedroso, Noboru Murata