Rough Sets in Ortholog Gene Detection - Selection of Feature Subsets and Case Reduction Considering Imbalance.
Deborah Galpert CañizaresReinier Millo SánchezMaría Matilde García LorenzoGladys Casas CardosoRicardo Grau ÁbaloLeticia Arco GarcíaPublished in: RSEISP (2014)
Keyphrases
- rough sets
- attribute reduction
- feature subset
- rough set theory
- selection algorithm
- knowledge reduction
- decision rules
- fuzzy sets
- feature selection
- feature subset selection
- granular computing
- data mining
- rough sets theory
- pattern recognition
- fuzzy rough sets
- classification accuracy
- feature set
- classification models
- concept lattice
- fuzzy logic
- selected features
- attribute set
- data analysis
- dominance relation
- continuous valued attributes
- feature selection algorithms
- ensemble methods
- genetic algorithm ga
- artificial neural networks
- feature space