Association Rule Discovery with Unbalanced Class Distributions.
Lifang GuJiuyong LiHongxing HeGraham J. WilliamsSimon HawkinsChris KelmanPublished in: Australian Conference on Artificial Intelligence (2003)
Keyphrases
- class distribution
- association rule discovery
- association rule mining
- association rules
- rule discovery
- cost sensitive
- training data
- test set
- training set
- misclassification costs
- associative classification
- unlabeled data
- training examples
- frequent itemsets
- concept drift
- test data
- training samples
- data mining
- knowledge discovery
- error rate
- base classifiers
- labeled data
- multi class
- active learning
- similarity measure