Mining Needle in a Haystack: Classifying Rare Classes via Two-phase Rule Induction.
Mahesh V. JoshiRamesh C. AgarwalVipin KumarPublished in: SIGMOD Conference (2001)
Keyphrases
- rule induction
- rare classes
- decision trees
- data mining
- rare class
- rough sets
- decision rules
- knowledge discovery in databases
- emerging patterns
- classification rules
- rule sets
- rough set theory
- data sets
- data mining algorithms
- pattern mining
- frequent patterns
- association rule mining
- class distribution
- machine learning
- active learning
- prior knowledge
- feature selection
- itemsets
- text mining
- data mining methods
- fuzzy logic
- pattern recognition