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Emeli Dral

What Is Your Model Hiding? A Tutorial on Evaluating ML Models

April 29, 2021 by Emeli Dral

ML model evaluation

Imagine you trained a machine learning model. Maybe, a couple of candidates to choose from. You ran them on the test set and got some quality estimates. Models are not overfitted. Features make sense. Overall, they perform as well as they can, given the limited data at hand. Now, it is time to decide if any of them is good enough for production use. How to evaluate … [Read more...] about What Is Your Model Hiding? A Tutorial on Evaluating ML Models

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