Dominance-based Rough Set Classifier without Induction of Decision Rules.
Krzysztof DembczynskiRoman PindurRobert SusmagaPublished in: Electron. Notes Theor. Comput. Sci. (2003)
Keyphrases
- decision rules
- rough sets
- rule induction
- dominance relation
- rough set theory
- continuous valued attributes
- attribute oriented
- decision trees
- fuzzy sets
- rough set model
- decision table
- rule sets
- data mining
- rough sets theory
- data analysis
- training data
- training samples
- attribute reduction
- knowledge reduction
- feature space
- fuzzy rough sets
- feature selection
- granular computing
- learning algorithm
- rule extraction
- machine learning
- rough approximations
- tool for data mining
- information entropy
- rule learning
- classification error
- classification algorithm
- fuzzy logic
- support vector machine
- discernibility matrix
- concept lattice
- pattern recognition
- learning classifier systems
- approximation spaces
- inductive learning
- svm classifier
- training set