Pre-pruning Decision Trees by Local Association Rules.
Tomoya TakamitsuTakao MiuraIsamu ShioyaPublished in: IDEAL (2004)
Keyphrases
- association rules
- decision trees
- classification rules
- rule sets
- post pruning
- tree construction
- association rule mining
- decision tree induction
- associative classifiers
- data mining
- pruning methods
- search space
- reduced error pruning
- machine learning
- decision tree learning
- knowledge discovery
- formal concept analysis
- associative classification
- mining association rules
- random forest
- predictive accuracy
- decision tree algorithm
- data mining techniques
- market basket data
- itemsets
- mining algorithm
- pruning method
- association mining
- numeric attributes
- apriori algorithm
- association rules mining
- pruning algorithm
- frequent itemsets
- pruning strategy
- data sets
- training set
- feature construction
- induction algorithms
- classification trees
- frequent itemset mining
- discovered rules
- rule induction
- knowledge discovery in databases
- data mining methods
- tree pruning
- training data
- multivariate decision trees
- real world