A Multiple Kernel Support Vector Machine Scheme for Simultaneous Feature Selection and Rule-Based Classification.
Zhenyu ChenJianping LiPublished in: PAKDD (2007)
Keyphrases
- support vector machine
- multiple kernel
- feature selection
- kernel methods
- support vector
- multi class
- multiple kernel learning
- machine learning
- support vector machine svm
- feature space
- svm classifier
- text classification
- kernel learning
- text categorization
- knn
- feature vectors
- hyperplane
- decision boundary
- feature extraction
- kernel function
- classification accuracy
- dimensionality reduction
- kernel matrix
- preprocessing step
- k nearest neighbor
- binary classification
- ls svm
- distance function
- pairwise
- svm classification
- string kernels
- training set