Extended Input Space Support Vector Machine.
Ricardo Santiago-MozosFernando Pérez-CruzAntonio Artés-RodríguezPublished in: IEEE Trans. Neural Networks (2011)
Keyphrases
- input space
- support vector machine
- kernel function
- hyperplane
- feature space
- k nearest neighbor
- training set
- support vectors
- high dimensional
- high dimensional data
- dimensionality reduction
- knn
- input data
- data points
- svm classifier
- low dimensional
- decision boundary
- kernel matrix
- support vector machine svm
- multi class
- feature vectors
- kernel methods
- support vector
- receptive fields
- high dimensional feature space
- regression problems
- input patterns
- nearest neighbor
- structured output
- linearly separable
- output space
- machine learning
- smooth functions
- small sample
- maximum margin
- pattern recognition
- feature selection