Progressive Sampling for Association Rules Based on Sampling Error Estimation.
Kun-Ta ChuangMing-Syan ChenWen-Chieh YangPublished in: PAKDD (2005)
Keyphrases
- progressive sampling
- error estimation
- frequent itemsets
- association rules
- sample size
- model selection
- association rule mining
- itemsets
- generalization error
- error estimates
- knowledge discovery
- data mining
- mining association rules
- frequent patterns
- data mining techniques
- apriori algorithm
- random sampling
- cross validation
- data streams
- machine learning
- feature selection
- data structure
- genetic algorithm
- classification rules
- training data
- fuzzy logic
- special case
- learning process