Shrinkage estimator generalizations of Proximal Support Vector Machines.
Deepak K. AgarwalPublished in: KDD (2002)
Keyphrases
- support vector
- learning machines
- large margin classifiers
- least squares
- generalization ability
- denoising
- classification accuracy
- kernel function
- support vector machine
- maximum likelihood
- logistic regression
- support vector regression
- kernel methods
- maximum a posteriori
- svm classifier
- decision function
- image processing
- data sets
- maximum margin
- support vectors
- robust estimation
- variance estimator
- hyperplane
- wavelet domain
- cross validation
- wavelet transform
- multi class
- data points
- feature selection