A Rough Set Classifier Based on Discretization and Attribute Selection.
Yingjuan SunDongbing PuDongbing GuJohn Q. GanKun YangPublished in: ICNC-FSKD (2019)
Keyphrases
- attribute selection
- rough sets
- continuous valued attributes
- decision trees
- decision tree induction
- rough set theory
- gdt rs
- variable precision rough set
- decision rules
- data mining
- information gain
- classification models
- discovery process
- information entropy
- fuzzy sets
- naive bayes
- variable precision
- feature selection
- machine learning
- pattern recognition
- dominance relation
- attribute reduction
- data analysis
- probability estimation
- neural network
- artificial intelligence
- continuous data
- rule extraction
- data mining methods
- preprocessing
- decision making
- data preprocessing
- fuzzy logic
- decision table
- training data
- rules discovered
- classification rules
- set pair analysis