An Integration of Cloud Transform and Rough Set Theory to Induction of Decision Trees.
Jing SongTianrui LiDa RuanPublished in: Fundam. Informaticae (2009)
Keyphrases
- rough set theory
- rule induction
- rough sets
- decision trees
- decision rules
- continuous valued attributes
- decision table
- attribute reduction
- approximate reasoning
- rule sets
- granular computing
- fuzzy set theory
- knowledge reduction
- constructive induction
- rule generation
- information entropy
- machine learning
- rough set model
- data reduction
- knowledge discovery
- data analysis
- variable precision rough set model
- rough sets theory
- tool for data mining
- equivalence relation
- rule extraction
- pattern recognition
- data mining
- approximation spaces
- random forest
- classification rules
- naive bayes
- expert systems
- attribute set
- genetic algorithm
- real world