Rough Sets for Handling Imbalanced Data: Combining Filtering and Rule-based Classifiers.
Jerzy StefanowskiSzymon WilkPublished in: Fundam. Informaticae (2006)
Keyphrases
- rough sets
- imbalanced data
- rough set theory
- fuzzy sets
- ensemble classifier
- class distribution
- classification models
- support vector machine
- feature selection
- svm classifier
- decision rules
- random forest
- decision trees
- linear regression
- data mining
- ensemble methods
- minority class
- sampling methods
- class imbalance
- soft computing
- data analysis
- expert systems
- decision boundary
- support vector
- pattern recognition
- naive bayes
- fuzzy logic
- high dimensionality
- genetic algorithm
- cost sensitive
- feature extraction
- ensemble learning
- class labels
- nearest neighbour
- machine learning