Mining optimal decision trees from itemset lattices.
Siegfried NijssenÉlisa FromontPublished in: KDD (2007)
Keyphrases
- decision trees
- itemsets
- mining algorithm
- frequent itemsets
- association rule mining
- association rules
- data mining
- itemset mining
- predictive accuracy
- frequent pattern mining
- web mining
- knowledge discovery
- dynamic programming
- text mining
- data mining methods
- optimal solution
- feature construction
- decision tree induction
- frequent item sets
- fp tree
- interestingness measures
- closed form
- pattern mining
- mining frequent itemsets
- data mining algorithms
- frequent itemset mining
- classification rules
- decision rules
- worst case
- training set
- data structure
- website
- machine learning