A Multi-objective Genetic Algorithm for Pruning Support Vector Machines.
Mohamed Farouk Abdel HadyWesam HerbawiMichael WeberFriedhelm SchwenkerPublished in: ICTAI (2011)
Keyphrases
- support vector
- learning machines
- large margin classifiers
- multi objective
- classification accuracy
- logistic regression
- search space
- multi objective optimization
- pruning method
- decision function
- maximum margin
- cross validation
- tree pruning
- job shop scheduling problem
- loss function
- kernel function
- data mining
- database
- kernel methods
- generalization ability
- support vector regression
- generalization error
- multi class
- special case
- search algorithm
- machine learning
- pruning algorithms
- data sets