Adapting multiple kernel parameters for support vector machines using genetic algorithms.
Sergio A. RojasDelmiro Fernandez-ReyesPublished in: Congress on Evolutionary Computation (2005)
Keyphrases
- kernel parameters
- support vector
- kernel function
- gaussian processes
- kernel methods
- learning machines
- support vector machine
- kernel machines
- training process
- regularization parameter
- machine learning
- hyperplane
- feature selection
- decision trees
- classification accuracy
- loss function
- generalization ability
- artificial neural networks
- training data
- genetic algorithm