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2026 1

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Optimal Pattern Detection Tree for Symbolic Rule-Based Classification

cs.LG · 2026-05-14 · unverdicted · novelty 7.0

OPDT uses mixed-integer programming to identify an optimal symbolic rule that maximizes coverage while minimizing false positives for binary classification, with support for domain constraints via Branching Structure Constraints.

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  • Optimal Pattern Detection Tree for Symbolic Rule-Based Classification cs.LG · 2026-05-14 · unverdicted · none · ref 35

    OPDT uses mixed-integer programming to identify an optimal symbolic rule that maximizes coverage while minimizing false positives for binary classification, with support for domain constraints via Branching Structure Constraints.