Using Emerging Patterns and Decision Trees in Rare-Class Classification.
Hamad AlhammadyKotagiri RamamohanaraoPublished in: ICDM (2004)
Keyphrases
- rare class
- emerging patterns
- decision trees
- jumping emerging patterns
- data mining methods
- imbalanced datasets
- sparse data
- itemsets
- subgroup discovery
- decision rules
- active learning
- machine learning
- frequent pattern mining
- attribute selection
- data mining
- classification rules
- support vector machine
- class distribution
- ensemble methods
- cost sensitive learning
- genetic programming
- support vector
- multi class