(click on legend name to select the points, shift+click to select both groups.)
We analyze two types of problems:
Black-box Regression Problems: problems for which the ground-truth model is not known/ not sought. Includes a mix of real-world and synthetic datasets from PMLB. 122 total.
Ground-truth Regression Problems: problems for which the ground-truth model known. Includes datasets from the Feynman Symbolic Regression Database and dynamical systems from the ODE-Strogatz Database. 130 total.