Optimal sample size allocation for integrated test scheme.
Guangling DongChi HeZhenguo DaiPublished in: CIVEMSA (2015)
Keyphrases
- sample size
- statistical tests
- statistical hypothesis testing
- worst case
- experimental design
- random sampling
- model selection
- covariance matrix
- small sample size
- small sample
- variance reduction
- upper bound
- optimal allocation
- statistical power
- small samples
- pac learning
- random sample
- number of training samples
- sampling algorithm
- statistical significance
- hypothesis tests
- allocation policy
- progressive sampling
- vc dimension
- hypothesis testing
- data sets
- generalization error
- resource allocation
- genetic programming
- dimensionality reduction
- evolutionary algorithm