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Predict Your Model’s Performance (Without Waiting for the Control Group)
May 9, 2022, 8:53 p.m. | Samuele Mazzanti
Towards Data Science - Medium towardsdatascience.com
A novel algorithm by NannyML allows estimating the performance of an ML model before the ground truth is available. Here is how it works.
[Image by Author]So, your predictive model is up and running. You have developed, tested and finally deployed it. When presenting it to your stakeholders, you mention the model achieved 75% precision and 25% recall on backtesting data. And they go: “But what is the performance on currently active customers?”. The point is that: …
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