Some Asymptotic Theory for Functional Regression and Classification.
Frits RuymgaartJing WangShih-Hsuan WeiLi YuPublished in: Adv. Decis. Sci. (2011)
Keyphrases
- support vector
- classification accuracy
- support vector machine svm
- regression problems
- support vector machine
- model selection
- image classification
- feature extraction
- automatic classification
- decision trees
- pattern recognition
- supervised learning
- text classification
- classification process
- feature vectors
- svm classifier
- classification scheme
- classification method
- classification systems
- supervised classification
- class labels
- pattern classification
- theoretical framework
- dimensionality reduction
- classification models
- classification rules
- unsupervised learning
- least squares
- feature space
- reproducing kernel hilbert space
- standard svm
- multi variate