Randomization vs Optimization in SVM Ensembles.
Maryam SabzevariGonzalo Martínez-MuñozAlberto SuárezPublished in: ICANN (2) (2018)
Keyphrases
- support vector machine svm
- support vector
- support vector machine
- privacy preserving
- optimization algorithm
- optimization problems
- multi class
- machine learning
- imbalanced data
- kernel machines
- optimization process
- global optimization
- multi objective
- feature selection
- evolutionary algorithm
- feature vectors
- feature space
- svm classifier
- optimization method
- neural network
- decision trees
- quadratic programming
- neural network ensemble
- knn
- svm classification
- random forests
- generalization ability
- feature extraction
- training set