Automated grammar-based feature selection in symbolic regression
Muhammad Sarmad Ali, Meghana Kshirsagar, Enrique Naredo, Conor Ryan · Proceedings of the Genetic and Evolutionary Computation Conference · 2022
With the growing popularity of machine learning (ML), regression problems in many domains are becoming increasingly high-dimensional. Identifying relevant features from a high-dimensional dataset still remains a significant challenge for building highly accurate machine learning models.