A Polynomial Smooth Support Vector Machine for Classification.
Yubo YuanTingzhu HuangPublished in: ADMA (2005)
Keyphrases
- support vector machine
- support vector machine svm
- svm classifier
- support vector
- classification method
- feature vectors
- svm classification
- pattern recognition
- machine learning
- decision boundary
- generalization ability
- classification algorithm
- feature space
- classification accuracy
- high classification accuracy
- training samples
- multi class
- image classification
- classification process
- small sample
- pattern classification
- feature extraction
- training set
- preprocessing
- class labels
- decision trees
- training data
- classification scheme
- classification systems
- cross validation
- benchmark datasets
- machine learning algorithms
- classification rate
- kernel function
- dimension reduction
- kernel methods
- decision rules
- text classification
- knn
- high dimensional
- feature selection
- learning algorithm