Comparing association rules and decision trees for disease prediction.
Carlos OrdonezPublished in: HIKM (2006)
Keyphrases
- association rules
- decision trees
- mining sequential
- rule sets
- classification rules
- prediction accuracy
- data mining
- association rule mining
- predictive accuracy
- associative classifiers
- decision tree induction
- outbreak detection
- knowledge discovery
- association rules mining
- association mining
- formal concept analysis
- mining association rules
- data sets
- predictive clustering trees
- decision tree algorithm
- naive bayes
- prediction error
- random forest
- data mining methods
- decision rules
- data mining techniques
- machine learning algorithms
- predictive model
- associative classification
- constructive induction
- machine learning
- decision tree learning
- numeric attributes
- disease diagnosis
- frequent itemsets