A New SVM Reduction Strategy of Large-Scale Training Sample Sets.
Fang ZhuJunfang WeiTao GaoPublished in: Int. J. Adv. Pervasive Ubiquitous Comput. (2012)
Keyphrases
- training samples
- hyperplane
- decision function
- support vectors
- training set
- decision boundary
- feature space
- training data
- support vector
- test sample
- support vector machine
- learning algorithm
- support vector machine svm
- high dimensional
- classification error
- training dataset
- knn
- training examples
- linear classifiers
- face images
- multi class
- kernel function
- svm classifier
- classification accuracy
- database
- data sets
- sample set
- decision trees
- classification algorithm
- image sequences
- input space
- pattern classification
- test data
- classification method
- feature vectors
- k nearest neighbor
- supervised learning
- learning process