Multi-Objective Approach for Support Vector Machine Parameter Optimization and Variable Selection in Cardiovascular Predictive Modeling

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Author(s):  
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Ivan Ryzhikov ◽  
Tomi-Pekka Tuomainen ◽  
Ari Voutilainen ◽  
Eugene Semenkin ◽  
...  
Keyword(s):  
Support Vector Machine ◽  
Variable Selection ◽  
Predictive Modeling ◽  
Parameter Optimization ◽  
Support Vector ◽  
Machine Parameter ◽  
Multi Objective ◽  
Support Vector Machine Parameter

Novel linear search for support vector machine parameter selection

2011 ◽  
Vol 12 (11) ◽  
pp. 885-896 ◽  
Author(s):  
Hong-xia Pang ◽  
Wen-de Dong ◽  
Zhi-hai Xu ◽  
Hua-jun Feng ◽  
Qi Li ◽  
...  
Keyword(s):  
Support Vector Machine ◽  
Parameter Selection ◽  
Support Vector ◽  
Machine Parameter ◽  
Linear Search ◽  
Support Vector Machine Parameter

Electromagnetism-like algorithm for support vector machine parameter tuning

2013 ◽  
Vol 18 (10) ◽  
pp. 1985-1998 ◽  
Author(s):  
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Nenad Mitić ◽  
Vladimir Filipović ◽  
Dušan Tošić
Keyword(s):  
Support Vector Machine ◽  
Parameter Tuning ◽  
Support Vector ◽  
Machine Parameter ◽  
Support Vector Machine Parameter
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