PSO-Based Hyper-Parameters Selection for LS-SVM Classifiers.
X. C. GuoYanchun LiangChunguo WuC. Y. WangPublished in: ICONIP (2) (2006)
Keyphrases
- svm classifier
- hyperparameters
- support vector
- support vector machine
- cross validation
- decision function
- model selection
- closed form
- support vector machine svm
- random sampling
- kernel function
- ls svm
- bayesian inference
- image classification
- em algorithm
- training set
- bayesian framework
- maximum a posteriori
- noise level
- sample size
- maximum likelihood
- feature selection
- incremental learning
- classification accuracy
- incomplete data
- feature vectors
- machine learning
- prior information
- data mining
- image segmentation
- missing values
- object recognition
- feature space
- multi class
- artificial neural networks
- data points