Predicting Sample Size in Data Mining Tasks: Using Additive Incremental Approach.
Bostjan BrumenHannu JaakkolaTatjana WelzerPublished in: EJC (2000)
Keyphrases
- sample size
- data mining tasks
- data mining
- data mining applications
- data mining algorithms
- random sampling
- model selection
- knowledge discovery
- small sample
- upper bound
- progressive sampling
- streaming time series
- small sample size
- worst case
- pac learning
- variance reduction
- statistical power
- small samples
- statistical hypothesis testing
- lower bound
- incremental clustering
- special case