Model documentation · Question 5 of 60

Why is the documentation of ML models so important?

1 answer is correct. Easy

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Answer

  • D Because as data-dependent black boxes, ML models are hard to inspect directly and are frequently updated

Explanation

With classic software, you can look into the source code. An ML model, by contrast, is machine-generated, hardly readable and heavily dependent on its data. Because it is also often updated, the documentation is the most important way into the system for developers, testers and regulators.

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