RuleMR: Classification rule discovery with MapReduce.
Vassilis KoliasConstantinos KoliasIoannis AnagnostopoulosEleftherios KayafasPublished in: IEEE BigData (2014)
Keyphrases
- rule discovery
- rule learning
- classification rules
- contrast set mining
- learning classifier systems
- pattern discovery
- classification algorithm
- decision rules
- databases
- subgroup discovery
- classification accuracy
- support vector
- data sets
- data mining
- genetic algorithm
- feature extraction
- training set
- preprocessing
- association rule mining
- support vector machine
- feature vectors
- class labels
- data mining algorithms
- text classification
- evolutionary computation
- rule sets
- knowledge discovery
- information retrieval
- machine learning
- association rules
- real world