A geometric approach to Support Vector Machine (SVM) classification.
Michael E. MavroforakisSergios TheodoridisPublished in: IEEE Trans. Neural Networks (2006)
Keyphrases
- svm classification
- support vector machine
- svm classifier
- support vector machine svm
- support vector
- multi class
- kernel function
- high classification accuracy
- classification accuracy
- generalization ability
- image classification
- k nearest neighbor
- support vectors
- feature vectors
- training set
- feature selection
- knn
- classification method
- training data
- machine learning
- data sets
- classification algorithm
- svm training
- feature space
- binary classification
- hyperplane
- kernel methods
- cost sensitive
- least squares
- nearest neighbor