An instances sampling approach based on cellular automata for ensemble learning.
Min FangXiaosong ZhangPublished in: BIC-TA (2010)
Keyphrases
- cellular automata
- ensemble learning
- minority class
- generalization ability
- ensemble methods
- cellular automaton
- cellular automata model
- pattern formation
- random forest
- ensemble classifier
- base classifiers
- concept drift
- lattice gas
- feature selection
- base learners
- mutual subspace method
- machine learning methods
- prediction accuracy
- support vector machine
- evolutionary algorithm