Approximate Model Selection for Large Scale LSSVM.
Lizhong DingShizhong LiaoPublished in: ACML (2011)
Keyphrases
- model selection
- ls svm
- cross validation
- hyperparameters
- least squares support vector machine
- variable selection
- parameter estimation
- sample size
- regression model
- gaussian process
- statistical learning
- machine learning
- generalization error
- feature selection
- model selection criteria
- prior knowledge
- artificial neural networks
- generalization ability
- knn
- training set
- input variables
- data mining