Trade-off between sample size and accuracy: Case of measurements under interval uncertainty.
Hung T. NguyenOlga KoshelevaVladik KreinovichScott FersonPublished in: Int. J. Approx. Reason. (2009)
Keyphrases
- evolutionary algorithm
- evolutionary computation
- sample size
- trade off
- progressive sampling
- statistical power
- confidence intervals
- small samples
- model selection
- variance reduction
- random sampling
- genetic algorithm
- small sample size
- covariance matrix
- statistical tests
- measurement error
- upper bound
- pac learning
- bias variance
- worst case
- type fuzzy logic systems
- experimental design
- small sample
- random sample
- statistical hypothesis testing
- sample complexity
- computational intelligence
- feature space
- random samples
- feature selection
- cross validation
- hypothesis tests
- machine learning
- highly accurate