Behavioral Testing of ML Models (Unit tests for machine learning)
12:22
YouTubeJay Alammar
Behavioral Testing of ML Models (Unit tests for machine learning)
How can we empower machine learning models with powerful software engineering techniques like unit testing? Evaluating ML models using a single metric (like accuracy or F1-score) produce a low-resolution picture of model performance. Behavioral tests can give us a much higher resolution evaluation of a model's capabilities. By creating tests ...
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Unit Testing Explained
This unit looks like a commercial unit?? Like probably 12 or 14 tons? Do residential homes ever have units like this? They need to hire me as their HVAC official for game development and i’ll make them put furnace rooms in the map. #gaming #hvac #oversized #bf6 #construction
0:23
This unit looks like a commercial unit?? Like probably 12 or 14 tons? Do residential homes ever have units like this? They need to hire me as their HVAC official for game development and i’ll make them put furnace rooms in the map. #gaming #hvac #oversized #bf6 #construction
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