A Novel Hybrid Approach Based on Rough Set for Classification: An Empirical Comparative Study.
Ahmed Saad HusseinTianrui LiChubato Wondaferaw YohanneseKamal BashirPublished in: J. Multiple Valued Log. Soft Comput. (2019)
Keyphrases
- comparative study
- rough sets
- decision rules
- rough set theory
- variable precision
- rule extraction
- rule induction
- pattern recognition
- attribute reduction
- fuzzy sets
- continuous valued attributes
- decision trees
- feature reduction
- rough sets theory
- machine learning
- decision table
- classification algorithm
- classification accuracy
- dominance relation
- data analysis
- information entropy
- data mining
- feature selection
- feature extraction
- tool for data mining
- fuzzy rough sets
- preprocessing
- support vector machine
- text classification
- classification rules
- artificial intelligence
- rule sets
- class labels