Sample Size Estimation using the Receiver Operating Characteristic Curve.
Andrew P. BradleyI. Dennis LongstaffPublished in: ICPR (4) (2004)
Keyphrases
- sample size
- model selection
- random sampling
- small sample size
- receiver operating characteristic curves
- small sample
- covariance matrix
- statistical tests
- variance reduction
- upper bound
- progressive sampling
- confidence intervals
- random samples
- small samples
- pac learning
- statistical power
- statistical hypothesis testing
- number of training samples
- experimental design
- neural network
- sample complexity
- vc dimension
- worst case
- random sample
- generalization error
- cross validation
- knowledge acquisition
- feature selection