Regularisation of Linear Classifiers by Adding Redundant Features.
Marina SkurichinaRobert P. W. DuinPublished in: Pattern Anal. Appl. (1999)
Keyphrases
- linear classifiers
- redundant features
- feature selection
- multi class
- hyperplane
- high dimensionality
- irrelevant features
- feature selection algorithms
- generalization error
- svm classifier
- feature subset
- model selection
- principal components
- log linear models
- support vector
- data sets
- feature space
- hyperparameters
- multi task
- denoising
- support vector machine
- pairwise
- lower bound