The soft-margin Support Vector Machine with ordered weighted average.
Alfredo MarínLuisa I. Martínez-MerinoJusto PuertoAntonio M. Rodríguez-ChíaPublished in: Knowl. Based Syst. (2022)
Keyphrases
- soft margin
- weighted average
- support vector machine
- parameter selection
- support vector
- generalization ability
- multi class
- support vector machine svm
- svm classifier
- support vectors
- class conditional
- weighted sum
- kernel function
- generalization error
- feature vectors
- machine learning
- linearly separable
- feature selection
- perceptron algorithm
- training data
- svm classification
- kernel methods
- bp neural network
- training set
- feature space
- learning algorithm