Web: https://towardsdatascience.com/predict-your-models-performance-without-waiting-for-the-control-group-3f5c9363a7da?source=rss----7f60cf5620c9---4

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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