Fast Support Vector Machine With Low-Computational Complexity for Large-Scale Classification.
Huajun WangZhibin ZhuYuanhai ShaoPublished in: IEEE Trans. Syst. Man Cybern. Syst. (2024)
Keyphrases
- support vector machine
- computational complexity
- classification method
- svm classifier
- support vector machine svm
- feature vectors
- classification algorithm
- machine learning
- support vector
- automatic classification
- image classification
- generalization ability
- classification accuracy
- small sample
- decision boundary
- high classification accuracy
- decision trees
- training set
- pattern recognition
- svm classification
- feature space
- classification scheme
- feature selection
- k nearest neighbor
- classification systems
- np complete
- real world
- text classification
- machine learning methods
- pattern classification
- small scale
- machine learning algorithms
- multi class
- knn
- feature set
- multi class support vector machines
- multi class svm
- feature extraction
- np hard
- data points
- nearest neighbor
- radial basis function
- decision rules