5.5. Design a custom test suite with Evidently [CODE PRACTICE]
A code example walkthrough of creating a custom Test Suite from individual tests and passing custom test conditions in the Evidently Python library.
Video 5. Design a custom test suite with Evidently [CODE PRACTICE], by Emeli Dral
In this video, we show how to create a custom Test Suite from individual tests and pass custom test conditions.
Want to go straight to code? Here is the example notebook to follow along.
Link to docs: custom test suite
Outline: 00:00 Introduction 00:50 Imports, data loading and prep 03:05 Load model and get predictions 04:26 Create a custom test suite 09:06 View the test results 10:04 Run the test suite without reference data 12:59 Recap and what's next
Previous5.4. Test ML model outputs and quality [CODE PRACTICE]Next5.6. Run data drift and model quality checks in an Airflow pipeline [OPTIONAL CODE PRACTICE]
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