Ensembles of evolutionarily-constructed support vector machine cascades.
Wojciech DudzikJakub NalepaMichal KawulokPublished in: Knowl. Based Syst. (2024)
Keyphrases
- support vector machine
- svm classifier
- feature selection
- ensemble classifier
- ensemble methods
- multi class
- reduced set
- training data
- machine learning
- svm classification
- feature ranking
- kernel methods
- support vector machine svm
- support vector
- kernel function
- k nearest neighbor
- feature vectors
- hyperplane
- generalization ability
- diffusion process
- learning machines
- pattern recognition
- majority voting
- feature extraction
- imbalanced data
- data sets
- multi class support vector machines