Selecting training sets for support vector machines: a review.
Jakub NalepaMichal KawulokPublished in: Artif. Intell. Rev. (2019)
Keyphrases
- support vector
- training set
- learning machines
- large margin classifiers
- training examples
- classification accuracy
- svm classifier
- cross validation
- kernel function
- supervised learning
- support vector machine
- logistic regression
- active learning
- feature space
- loss function
- feature selection
- online reviews
- multi class
- reduced set
- generalization ability
- hyperplane
- test set
- learning algorithm
- multi class classification
- radial basis function
- data sets
- training samples
- small number
- feature vectors
- linear discriminant analysis
- case study
- base classifiers
- selection algorithm
- binary classification
- support vectors
- genetic algorithm
- image classification
- decision function
- artificial neural networks
- neural network