Cooperative multi-objective evolutionary support vector machines for multiclass problems.
Alejandro Rosales-PérezAndrés Eduardo Gutiérrez-RodríguezSalvador GarcíaHugo Terashima-MarínCarlos A. Coello CoelloFrancisco HerreraPublished in: GECCO (2018)
Keyphrases
- multiclass problems
- multi objective evolutionary
- support vector
- support vector machine
- multi class
- binary classification
- learning machines
- multi class classification
- multi objective
- binary classifiers
- multitask learning
- kernel function
- svm classifier
- feature selection
- binary classification problems
- pairwise
- perceptron algorithm
- hyperplane
- cross validation
- classification accuracy
- generalization ability
- support vector machine svm
- multi objective optimization problems
- support vectors
- ensemble methods
- constrained optimization
- generalization error
- kernel methods
- loss function
- feature vectors
- hyperparameters
- neural network
- maximum margin
- learning problems
- hard constraints
- prediction accuracy
- higher order
- machine learning