RSGALS-SVM: Random Subspace Method Applied to a LS-SVM Ensemble Optimized by Genetic Algorithm.
Carlos Alberto de Araújo PadilhaAdrião Duarte Dória NetoJorge Dantas de MeloPublished in: IDEAL (2012)
Keyphrases
- ls svm
- ls svms
- least squares support vector machine
- genetic algorithm
- subspace methods
- random subspace
- least squares
- cross validation
- support vector machine
- support vector
- generalization ability
- ensemble methods
- neural network
- prediction model
- feature selection
- image reconstruction
- correlation coefficient
- random sampling
- training data
- image sequences
- machine learning
- fitness function
- svm classifier
- support vector machine svm
- pattern recognition
- variable selection
- knn
- small sample