Performance evaluation of kernel functions based on grid search for support vector regression.
Xiaoyan MaYanbin ZhangYanxia WangPublished in: RAM/CIS (2015)
Keyphrases
- support vector regression
- grid search
- kernel function
- support vector
- kernel methods
- feature space
- support vector machine
- kernel learning
- high dimensional
- reproducing kernel hilbert space
- svm classifier
- kernel parameters
- kernel matrix
- support vectors
- cross validation
- machine learning
- hyperparameters
- regression model
- feature vectors
- pattern recognition
- decision trees
- feature selection