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Responsibly Deploy AI in Production with Anupam Datta

Machine Learning Archives - Software Engineering Daily

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Is the Estimated Accuracy a Good Thing?

There's often a dealer etween when the model makes a decision and when you get to know whether it make the right one. This is sometimes called the delayed feedback problem. We have two different kinds of approaches to address the problem. One is that we have created metric for estimated accuracy, which is a way to for the system to automatically estimate the accuracy of the model on new data. The second capability here is to track model drift, score drift and future drift.

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