Robust Kernel Approximation for Classification.
Fanghui LiuXiaolin HuangCheng PengJie YangNikola K. KasabovPublished in: ICONIP (1) (2017)
Keyphrases
- support vector
- pattern recognition
- classification accuracy
- image classification
- pattern classification
- feature space
- machine learning
- classification models
- automatic classification
- decision rules
- approximation error
- text classification
- support vector machine
- supervised learning
- feature vectors
- kernel fisher discriminant
- least squares support vector machine
- kernel function
- feature extraction
- classification systems
- decision trees
- feature selection
- neural network
- kernel learning
- object classification
- histogram intersection kernel
- classification rules
- classification method
- classification algorithm
- svm classifier
- class labels
- benchmark datasets
- machine learning algorithms
- model selection
- training set
- learning algorithm