Distance-Based Classifier via the Kernel Trick.
Hongxin ZhangPublished in: Int. J. Softw. Informatics (2010)
Keyphrases
- kernel trick
- feature space
- discriminative learning
- multiple kernel learning
- maximum margin
- input space
- kernel function
- kernel methods
- regression algorithm
- dimensionality reduction
- support vector machine
- support vector
- infinite dimensional
- high dimensional feature space
- training set
- kernel learning
- learning algorithm
- kernel pca
- feature selection
- class labels
- training samples
- sparse coding
- feature vectors
- decision trees
- training data
- k nearest neighbor
- svm classifier
- high dimensional
- nonlinear models
- dimensionality reduction methods
- structured prediction
- feature set
- knn
- nearest neighbor
- k nearest neighbour
- linear transformation
- hyperplane
- pattern recognition
- linear combination
- discriminant analysis