Towards the online learning with Kernels in classification and regression.
Guoqi LiGuangshe ZhaoFeng YangPublished in: Evol. Syst. (2014)
Keyphrases
- online learning
- support vector
- feature space
- pattern recognition
- classification algorithm
- classification accuracy
- feature selection
- svm classification
- model selection
- support vector machine
- image classification
- mercer kernels
- feature vectors
- machine learning
- kernel function
- regression method
- supervised learning
- reproducing kernel hilbert space
- svm classifier
- decision trees
- gaussian processes
- regression model
- loss function
- training set
- target variable
- multi variate
- principal component analysis