GEEK: Grammatical Evolution for Automatically Evolving Kernel Functions.
Arua De M. SousaAna Carolina LorenaMárcio P. BasgaluppPublished in: TrustCom/BigDataSE/ICESS (2017)
Keyphrases
- kernel function
- grammatical evolution
- kernel methods
- support vector
- feature space
- genetic programming
- input space
- support vector machine
- high dimensional
- kernel matrices
- kernel matrix
- svm classifier
- automatic programming
- neural network
- symbolic regression
- reproducing kernel hilbert space
- kernel learning
- representer theorem
- fitness landscape
- learning problems
- multi class
- decision trees
- genetic algorithm