Statistic in Multiple Responses Regression with Fewer Sample Size Than the Dimension.
Mariko YamamuraHirokazu YanagiharaMuni S. SrivastavaPublished in: KES (3) (2010)
Keyphrases
- sample size
- model selection
- upper bound
- small sample size
- pac learning
- small sample
- hyperparameters
- variance reduction
- random sampling
- experimental design
- vc dimension
- small samples
- random sample
- statistical tests
- generalization error
- hypothesis test
- regression model
- active learning
- statistical power
- progressive sampling
- feature selection
- confidence intervals
- cross validation