Revised online learning with kernels for classification and regression.
Guoqi LiNing NingKiruthika RamanathanLuping ShiPublished in: CIDM (2013)
Keyphrases
- online learning
- support vector
- pattern recognition
- model selection
- kernel learning
- machine learning
- feature space
- regression problems
- classification method
- support vector machine
- e learning
- classification accuracy
- support vector machines for classification
- supervised learning
- image classification
- online course
- protein classification
- mercer kernels
- higher education
- regression model
- kernel function
- multi class
- feature extraction
- feature selection
- linear regression
- text classification
- knn
- regression method
- active learning
- margin maximization