Ensemble representation learning: an analysis of fitness and survival for wrapper-based genetic programming methods.
William G. La CavaJason H. MoorePublished in: GECCO (2017)
Keyphrases
- genetic programming
- feature construction
- learning algorithm
- machine learning methods
- learning process
- fitness function
- learning tasks
- empirical studies
- learning systems
- human experts
- data analysis
- statistical analysis
- online learning
- supervised learning
- significant improvement
- active learning
- evolutionary algorithm
- model selection
- reinforcement learning
- cross validation
- ensemble methods
- combining multiple
- regression problems
- feature ranking
- majority voting
- neural network