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A. Knobbe

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Open access Sep 2026

Equation Discovery for Classification: Finding Interpretable Symbolic Specifications of the Decision Boundary

This paper introduces Equation Discovery for Classification (EDC), a framework that discovers concise symbolic expressions that explicitly define decision boundaries, and designs a redundancy-aware grammar that balances expressivity and tractability, enabling the discovery of non-linear decision boundaries while mainta...

Guus Toussaint, A. Knobbe · 0 citations

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