A novel LS-SVMs hyper-parameter selection based on particle swarm optimization
Author:
Publisher
Elsevier BV
Subject
Artificial Intelligence,Cognitive Neuroscience,Computer Science Applications
Reference43 articles.
1. Fast cross-validation algorithms for least squares support vector machine and kernel ridge regression;An;Pattern Recognition,2007
2. Automatic model selection for the optimization of SVM kernels;Ayat;Pattern Recognition,2005
3. Semisupervised PSO–SVM regression for biophysical parameter estimation;Bazi;IEEE Trans. Geosci. Remote Sensing, Part 2,2007
4. Leave-one-out bounds for support vector regression model selection;Chang;Neural Comput.,2005
5. Model selection for support vector machines;Chapelle,2000
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