Comparative analysis of different cross-validation bandwidth selectors in kernel regression estimators.
Yu-Min ZhangPublished in: ICMLC (2013)
Keyphrases
- comparative analysis
- cross validation
- kernel regression
- nadaraya watson
- model selection
- cross validated
- regression model
- hyperparameters
- support vector
- parameter optimization
- generalization error
- variable selection
- training set
- regression methods
- random fields
- linear regression
- parameter estimation
- nearest neighbor
- decision trees