Support vector machines classification with a very large-scale taxonomy.
Tie-Yan LiuYiming YangHao WanHua-Jun ZengZheng ChenWei-Ying MaPublished in: SIGKDD Explor. (2005)
Keyphrases
- support vector
- classification accuracy
- large margin classifiers
- support vector machine
- learning machines
- generalization ability
- feature selection
- cross validation
- logistic regression
- svm classifier
- support vector machine svm
- loss function
- pattern classification
- multi class classification
- text classification
- pattern recognition
- hyperplane
- feature extraction
- automatic classification
- machine learning
- rbf kernel
- decision function
- classification rate
- classification method
- binary classification
- classification process
- decision trees
- scale space
- svm classification
- image classification
- soft margin
- feature space
- feature vectors