SVM Ensembles on a Budget.
David NevadoGonzalo Martínez-MuñozAlberto SuárezPublished in: ICANN (4) (2022)
Keyphrases
- support vector machine svm
- support vector
- imbalanced data
- support vector machine
- knn
- ensemble classifier
- decision trees
- training data
- kernel function
- multi class
- svm classification
- ensemble learning
- support vectors
- ensemble methods
- kernel methods
- feature vectors
- training set
- multi class classification
- k nearest neighbor
- generalization ability
- multiple kernel learning
- svm classifier
- multi class svm
- maximum margin
- classification algorithm
- learning machines
- ls svm
- base classifiers
- hyperplane
- data sets
- feature space
- similarity measure
- feature selection