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Should We Ship This Model? A Bayesian look at precision and recall, and how to turn it into actions

medium.com

At Heuritech, every trend prediction starts with one essential question: Can we trust the data behind it?

In his latest Medium article, our Research Engineer Oscar Bouvier shares how Bayesian statistics have become a key part of that process. Instead of relying solely on metrics like precision and recall, this approach measures the confidence behind those metrics, helping our teams determine when a model is truly ready for production, identify where improvements are needed, and continuously maintain the quality of the trend intelligence we provide.

This research reflects the philosophy that drives Heuritech every day: building AI that doesn't just perform well on paper, but produces reliable, actionable insights that fashion and sportswear brands can confidently use to anticipate tomorrow's trends.

A big thank you to Oscar Bouvier for sharing this fascinating look into the science powering Heuritech's AI.

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