Semi-supervised training of Least Squares Support Vector Machine using a multiobjective evolutionary algorithm.
Carvalho da SilvaJésus J. Souza SantosElizabeth F. WannerEduardo G. CarranoRicardo H. C. TakahashiPublished in: IEEE Congress on Evolutionary Computation (2009)
Keyphrases
- least squares support vector machine
- semi supervised
- multiobjective evolutionary algorithm
- ls svm
- multi objective
- supervised learning
- multiobjective optimization
- labeled data
- active learning
- semi supervised learning
- nsga ii
- training set
- least squares
- test set
- statistical learning theory
- evolutionary algorithm
- maximum likelihood
- decision trees
- unlabeled data
- optimization algorithm
- knn