Keyphrases
- sample size
- model selection
- small sample size
- random sampling
- upper bound
- finite sample
- statistical tests
- small sample
- covariance matrix
- confidence intervals
- pac learning
- statistical hypothesis testing
- statistical power
- variance reduction
- number of training samples
- worst case
- vc dimension
- progressive sampling
- hypothesis tests
- experimental design
- feature selection
- lower bound
- data structure
- decision trees