Evolutionary tuning of SVM parameter values in multiclass problems.
Ana Carolina LorenaAndré Carlos Ponce de Leon Ferreira de CarvalhoPublished in: Neurocomputing (2008)
Keyphrases
- parameter values
- multiclass problems
- multi class
- parameter settings
- multiclass support vector machines
- support vector machine
- multitask learning
- optimal parameters
- binary classification
- binary classifiers
- multi class classification
- support vector machine svm
- support vector
- svm classifier
- binary classification problems
- parameter estimation
- parameter space
- pairwise
- cost sensitive
- feature selection
- machine learning
- generalization ability
- perceptron algorithm
- optimal parameter values
- knn
- training data
- data mining
- structured output
- similarity measure
- maximum margin
- constrained optimization
- support vector regression
- multi task
- computer vision
- hyperplane
- text categorization
- decision trees
- feature space