Fast cross-validation algorithms for least squares support vector machine and kernel ridge regression.
Senjian AnWanquan LiuSvetha VenkateshPublished in: Pattern Recognit. (2007)
Keyphrases
- cross validation
- ls svm
- least squares support vector machine
- model selection
- kernel ridge regression
- hyperparameters
- learning algorithm
- support vector
- variable selection
- data sets
- multi class
- least squares
- artificial neural networks
- training set
- machine learning algorithms
- correlation coefficient
- feature selection
- neural network