Resampling-based software for estimating optimal sample size.
Roberto ConfalonieriMarco AcutisGianni BellocchiGiampiero GenovesePublished in: Environ. Model. Softw. (2007)
Keyphrases
- sample size
- worst case
- upper bound
- small sample
- model selection
- random sampling
- small sample size
- pac learning
- experimental design
- statistical tests
- sample complexity
- variance reduction
- progressive sampling
- statistical hypothesis testing
- number of training samples
- vc dimension
- confidence intervals
- covariance matrix
- lower bound
- nearest neighbor
- special case
- association rules
- training data
- small samples
- machine learning
- data sets