Can Ensemble Method Convert a 'Weak' Evolutionary Algorithm to a 'Strong' One?
Shude ZhouZengqi SunPublished in: CIMCA/IAWTIC (2005)
Keyphrases
- ensemble methods
- evolutionary algorithm
- prediction accuracy
- ensemble learning
- benchmark datasets
- decision trees
- multi objective
- random forests
- machine learning methods
- base classifiers
- random forest
- fitness function
- generalization ability
- rotation forest
- genetic algorithm
- ensemble classifier
- drifting concepts
- differential evolution
- simulated annealing
- genetic programming
- classifier ensemble
- multilabel classification
- ensemble members
- feature subset
- machine learning algorithms
- subspace methods
- machine learning