MetaSR: A Meta-Learning Approach to Fitness Formulation for Frequency-Aware Symbolic Regression.
Kei Sen FongMehul MotaniPublished in: GECCO (2024)
Keyphrases
- meta learning
- symbolic regression
- genetic programming
- fitness function
- inductive learning
- learning tasks
- evolutionary computation
- evolutionary algorithm
- model selection
- gene expression programming
- machine learning algorithms
- genetic algorithm
- decision trees
- feature selection
- machine learning
- metamodel
- data mining
- regression problems
- parameter optimization
- genetic algorithm ga
- data sets
- software package
- benchmark datasets
- learning experience
- knowledge acquisition
- semi supervised
- learning algorithm
- neural network