Keyphrases
- support vector machine svm
- regularized least squares
- support vector
- support vector machine
- feature selection
- svm classifier
- classification algorithm
- feature vectors
- pattern recognition
- generalization ability
- feature space
- machine learning
- reproducing kernel hilbert space
- knn
- decision trees
- classification accuracy
- class labels
- kernel function
- image classification
- text classification
- training set
- text categorization
- loss function
- model selection
- cross validation
- kernel methods
- feature extraction
- image segmentation
- learning algorithm