Online learning with kernels in classification and regression.
Guoqi LiGuangshe ZhaoPublished in: EAIS (2012)
Keyphrases
- online learning
- support vector
- pattern recognition
- feature space
- classification accuracy
- model selection
- svm classification
- feature vectors
- regression model
- support vector machine svm
- mercer kernels
- machine learning
- cross validation
- e learning
- support vector machine
- class labels
- feature extraction
- gaussian processes
- decision trees
- feature set
- supervised learning
- kernel function
- higher education
- classification algorithm
- distance learning
- kernel methods
- radial basis function
- online course
- regression algorithm