Evolutionary Training of SVM for Multiple Category Classification Problems with Self-adaptive Parameters.
Angel Fernando Kuri MoralesIván Mejía-GuevaraPublished in: IBERAMIA-SBIA (2006)
Keyphrases
- support vector
- training set
- training process
- feature selection
- control parameters
- training algorithm
- genetic algorithm
- optimal parameters
- multi class svm
- machine learning
- kernel parameters
- parameter values
- supervised learning
- kernel function
- support vector machine svm
- evolutionary computation
- object detectors
- multi class
- training speed
- linear svm
- evolutionary strategy
- genetic programming
- maximum margin
- learning machines
- support vectors
- logistic regression
- generalization ability
- classification algorithm
- kernel methods