Evolutionary tuning of multiple SVM parameters.
Frauke FriedrichsChristian IgelPublished in: ESANN (2004)
Keyphrases
- parameter settings
- support vector machine svm
- parameter tuning
- support vector machine
- evolutionary computation
- sensitivity analysis
- fine tuning
- machine learning
- support vector
- knn
- multi class
- optimal parameters
- maximum likelihood
- generalization ability
- hyperplane
- feature selection
- tuning parameters
- parameter values
- parameter estimation
- feature space
- similarity measure