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News/Beyond Accuracy: Measuring Logical Compliance of Predictive Models
arxiv
PublishedJune 19, 2026 at 4:00 AM
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Beyond Accuracy: Measuring Logical Compliance of Predictive Models

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arXiv:2606.20208v1 Announce Type: new Abstract: Machine learning models are predominantly evaluated through predictive performance metrics such as ranking quality, prediction error, or classification accuracy. While these metrics effectively quantify how closely predictions match the ground truth, t

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