Addressing imbalanced data with argument based rule learning.
Krystyna NapieralaJerzy StefanowskiPublished in: Expert Syst. Appl. (2015)
Keyphrases
- rule learning
- imbalanced data
- subgroup discovery
- decision trees
- rule sets
- inductive logic programming
- decision rules
- class distribution
- ensemble methods
- feature selection
- classification models
- random forest
- class imbalance
- learning scheme
- inductive learning
- support vector machine
- learning classifier systems
- cost sensitive
- fuzzy rules
- support vector
- sampling methods
- knowledge acquisition