Improving Support Vector Machines Performance Using Local Search.
Sergio ConsoliJacek KustraPieter C. VosMonique HendriksDimitrios MavroeidisPublished in: MOD (2017)
Keyphrases
- support vector
- learning machines
- large margin classifiers
- search algorithm
- genetic algorithm
- simulated annealing
- classification accuracy
- generalization ability
- global search
- memetic algorithm
- multi class
- search space
- model selection
- kernel function
- logistic regression
- cross validation
- support vector regression
- feature selection
- data sets
- neighborhood search
- decision function
- hill climbing
- loss function
- support vector machine