An efficient instance selection algorithm to reconstruct training set for support vector machine.
Chuan LiuWenyong WangMeng WangFengmao LvMartin KonanPublished in: Knowl. Based Syst. (2017)
Keyphrases
- selection algorithm
- support vector machine
- training set
- svm classifier
- training data
- prototype selection
- selection scheme
- test set
- resource selection
- decision boundary
- classification algorithm
- classification accuracy
- cross validation
- multi class
- nearest neighbor
- feature subset selection
- support vector
- k nearest neighbor
- feature subset
- supervised learning
- feature selection
- three dimensional
- search algorithm
- training examples
- active learning
- support vector machine svm
- data sets
- reduction method
- feature space
- artificial neural networks
- feature vectors
- knn
- kernel methods
- unlabeled data
- training samples
- hyperplane
- classification method
- labeled data
- kernel function
- decision trees