A New Measure Based in the Rough Set Theory to Estimate the Training Set Quality.
Yaile CaballeroRafael BelloAlberto Taboada-CrispíAnn NowéMaría M. GarcíaGladys CasasPublished in: SYNASC (2006)
Keyphrases
- rough set theory
- rough sets
- training set
- attribute reduction
- decision table
- tool for data mining
- approximate reasoning
- decision rules
- fuzzy set theory
- knowledge reduction
- rule generation
- rule induction
- knowledge discovery
- training data
- rough sets theory
- rough fuzzy
- granular computing
- equivalence relation
- variable precision rough set model
- data analysis
- information entropy
- data mining
- classification algorithm
- rule extraction
- data sets
- classification accuracy
- fuzzy logic
- decision trees
- uncertainty management
- fuzzy rough sets
- data quality
- fuzzy sets