The Interaction of Entropy-Based Discretization and Sample Size: An Empirical Study
Casey BennettPublished in: CoRR (2012)
Keyphrases
- sample size
- model selection
- random sampling
- small sample size
- pac learning
- small sample
- upper bound
- finite sample
- covariance matrix
- statistical tests
- confidence intervals
- progressive sampling
- statistical power
- number of training samples
- vc dimension
- experimental design
- small samples
- statistical hypothesis testing
- generalization error
- variance reduction
- worst case
- data sets
- random sample
- evolutionary computation
- supervised learning