A multiseed-based SVM classification technique for training sample reduction.
Imran SharifDebasis ChaudhuriPublished in: Turkish J. Electr. Eng. Comput. Sci. (2019)
Keyphrases
- training samples
- svm classification
- support vectors
- support vector machine
- feature space
- training data
- training set
- test sample
- support vector machine svm
- kernel function
- hyperplane
- classification accuracy
- learning algorithm
- svm classifier
- supervised learning
- training examples
- classification method
- image classification
- support vector
- high dimensional
- multiclass classification
- face images
- base classifiers
- class distribution
- feature extraction
- face recognition
- k nearest neighbor
- feature set
- feature vectors
- pattern recognition
- test data
- fuzzy clustering
- reinforcement learning
- bayesian networks