Research on Sampling Method of CFSFDP Clustering Algorithm and Its Criteria for Determining the Best Sample Size.
Chen ChengJun YangXuefeng KongPublished in: ICAAI (2018)
Keyphrases
- sample size
- clustering algorithm
- upper bound
- random sampling
- small sample
- model selection
- progressive sampling
- statistical power
- covariance matrix
- statistical tests
- small sample size
- pac learning
- clustering method
- number of training samples
- k means
- statistical hypothesis testing
- experimental design
- generalization error
- worst case
- confidence intervals
- random sample
- hypothesis tests
- data structure
- vc dimension
- sample complexity
- variance reduction
- random samples
- computational intelligence