Sample size determination for bibliographic retrieval studies.
Xiaomei YaoNancy L. WilczynskiStephen D. WalterR. Brian HaynesPublished in: BMC Medical Informatics Decis. Mak. (2008)
Keyphrases
- sample size
- experimental design
- model selection
- random sampling
- small sample
- upper bound
- confidence intervals
- statistical power
- small sample size
- progressive sampling
- pac learning
- covariance matrix
- small samples
- generalization error
- statistical tests
- empirical studies
- worst case
- variance reduction
- finite sample
- machine learning
- sample complexity
- cross validation
- number of training samples
- feature space
- hypothesis tests
- statistical hypothesis testing