Rethinking Symbolic Regression Datasets and Benchmarks for Scientific Discovery.
Yoshitomo MatsubaraNaoya ChibaRyo IgarashiTatsunori TaniaiYoshitaka UshikuPublished in: CoRR (2022)
Keyphrases
- scientific discovery
- symbolic regression
- genetic programming
- human reasoning
- knowledge discovery
- artificial intelligence
- grammatical evolution
- software package
- gene expression programming
- evolutionary computation
- benchmark datasets
- case study
- multi objective
- fuzzy logic
- bayesian networks
- fitness function
- machine learning
- data sets
- database