A kernel functions analysis for support vector machines for land cover classification.
Taskin KavzogluIsmail ColkesenPublished in: Int. J. Appl. Earth Obs. Geoinformation (2009)
Keyphrases
- kernel function
- support vector
- kernel methods
- support vector regression
- feature space
- learning machines
- kernel matrix
- support vectors
- svm classifier
- input space
- hyperplane
- support vector machine
- gaussian kernels
- feature selection
- reproducing kernel hilbert space
- large margin classifiers
- data analysis
- maximum margin
- kernel learning
- svm classification
- land cover classification