Beyond Accuracy and Complexity: The Effective Information Criterion for Structurally Stable Symbolic Regression

Zihan Yu, Guanren Wang, Jingtao Ding +2

Symbolic regression (SR) traditionally balances accuracy and complexity, implicitly assuming that simpler formulas are structurally more rational. We argue that this assumption is…