An enhanced XCS rule discovery module using feature ranking.
Mani AbediniMichael KirleyPublished in: Int. J. Mach. Learn. Cybern. (2013)
Keyphrases
- rule discovery
- feature ranking
- learning classifier systems
- feature selection
- rule learning
- pattern discovery
- classification rules
- feature subset selection
- data mining
- high dimensionality
- text categorization
- gene selection
- data mining algorithms
- support vector machine
- feature subset
- subgroup discovery
- multi layer perceptron
- classification models
- knowledge discovery
- missing values
- fold cross validation
- support vector
- inductive logic programming
- random forest
- microarray
- reinforcement learning
- face recognition
- interestingness measures
- association rule mining
- artificial neural networks
- decision trees