LSSVM Parameters Optimizing and Non-linear System Prediction Based on Cross Validation.
Weimin ZhangChunxiang LiBiliang ZhongPublished in: ICNC (1) (2009)
Keyphrases
- cross validation
- ls svm
- least squares support vector machine
- hyperparameters
- model selection
- variable selection
- input variables
- support vector
- parameter estimation
- prediction model
- least squares
- training set
- small sample
- prediction accuracy
- generalization error
- support vector machine
- improved algorithm
- genetic algorithm
- feature extraction
- rbf neural network
- generalization ability
- svm classifier
- expectation maximization