Ensemble representation learning: an analysis of fitness and survival for wrapper-based genetic programming methods.
William G. La CavaJason H. MoorePublished in: CoRR (2017)
Keyphrases
- genetic programming
- feature construction
- learning algorithm
- empirical studies
- learning systems
- genetic algorithm
- learning process
- neural network
- learning tasks
- online learning
- reinforcement learning
- feature ranking
- human experts
- feature selection
- benchmark datasets
- supervised learning
- significant improvement
- active learning
- training data
- machine learning algorithms
- prediction accuracy
- bayesian networks
- ensemble methods
- learning models
- evolutionary algorithm
- data analysis
- gene expression programming
- symbolic regression
- evolutionary approaches