RRS + LS-SVM: a new strategy for "a priori" sample selection.
Bernardo Penna Resende de CarvalhoWilian Soares LacerdaAntônio de Pádua BragaPublished in: Neural Comput. Appl. (2007)
Keyphrases
- ls svm
- sample selection
- least squares support vector machine
- selection strategy
- support vector machine
- active learning
- least squares
- training data
- prediction model
- rbf neural network
- support vector
- cross validation
- selection algorithm
- generalization ability
- variable selection
- correlation coefficient
- bp neural network
- parameter estimation
- input variables
- multi class
- data points
- pairwise