Fast Query-Optimized Kernel Machine Classification Via Incremental Approximate Nearest Support Vectors.
Dennis DeCosteDominic MazzoniPublished in: ICML (2003)
Keyphrases
- support vectors
- kernel machines
- support vector
- support vector machine
- svm classifier
- kernel function
- training samples
- decision boundary
- training dataset
- feature extraction
- incremental learning
- multiple kernel learning
- classification accuracy
- support vector machine svm
- pattern recognition
- decision trees
- kernel methods
- feature selection
- supervised learning
- unsupervised learning
- image classification
- text classification
- class labels
- active learning
- feature vectors
- training data
- learning algorithm
- similarity measure
- kernel matrix
- learning machines
- feature space
- lower bound
- generalization ability
- input space
- training set
- loss function
- nearest neighbor
- training examples