Evolutionary tuning of multiple SVM parameters.
Frauke FriedrichsChristian IgelPublished in: Neurocomputing (2005)
Keyphrases
- parameter tuning
- optimal parameters
- fine tuning
- support vector
- parameter settings
- multi class
- feature selection
- feature vectors
- knn
- kernel parameters
- parameter estimation
- support vector machine svm
- least squares
- pattern recognition
- training data
- hybrid method
- generalization ability
- maximum likelihood
- hyperplane
- evolutionary computation
- svm classifier
- kernel function
- expectation maximization
- data sets
- support vector machine
- probabilistic model
- face recognition
- learning algorithm
- neural network