Keyphrases
- sample size
- finite sample
- upper bound
- vc dimension
- variance reduction
- worst case
- random sampling
- covariance matrix
- model selection
- small sample
- small sample size
- lower bound
- statistical hypothesis testing
- number of training samples
- small samples
- statistical tests
- pac learning
- random sample
- progressive sampling
- generalization bounds
- statistical power
- inductive learning
- data sets
- experimental design
- random samples