An Efficient Classifier Using Decision Trees and Association Rules.
Siyamand AyubiAhmad Baraani-DastjerdiMaybin K. MuyebaPublished in: ICDM (Posters and Workshops) (2007)
Keyphrases
- decision trees
- association rules
- associative classifiers
- classification rules
- rule sets
- training data
- knowledge discovery
- associative classification
- data mining
- decision tree classifiers
- association rule mining
- machine learning algorithms
- support vector machine
- training set
- decision tree induction
- bayesian classifier
- itemsets
- apriori algorithm
- logistic regression
- decision tree learning
- numeric attributes
- feature construction
- nearest neighbour
- feature selection
- probability estimates
- naive bayes
- decision rules
- feature set
- mining association rules
- decision forest
- binary classification problems
- ensemble methods
- bayes classifier
- rule induction
- classification process
- random forests
- data sets
- classification algorithm
- genetic programming
- feature space
- support vector