Can Synthetic Data Improve Symbolic Regression Extrapolation Performance?

Fitria Wulandari Ramlan, Colm O'Riordan, Gabriel Kronberger +1

Many machine learning models perform well when making predictions within the training data range, but often struggle when required to extrapolate beyond it. Symbolic regression (SR…