A New Rough Set Classifier for Numerical Data Based on Reflexive and Antisymmetric Relations.
Yoshie IshiiKoki IwaoTsuguki KinoshitaPublished in: Mach. Learn. Knowl. Extr. (2022)
Keyphrases
- rough sets
- numerical data
- equivalence relation
- rough set theory
- approximation spaces
- approximation operators
- categorical data
- granular computing
- decision rules
- fuzzy sets
- upper approximation
- rule induction
- rough sets theory
- attribute reduction
- data analysis
- feature space
- information entropy
- fuzzy rough sets
- tool for data mining
- rough approximations
- data sets
- upper and lower approximations
- training data
- data mining
- decision table
- training set
- decision trees
- classification algorithm
- numerical attributes
- set pair analysis
- rule extraction
- cluster analysis
- knowledge discovery
- artificial intelligence
- continuous valued attributes
- databases