Write Readable Tests for Your Machine Learning Models with Behave
Use natural language to test the behavior of your ML models —  Motivation Imagine you create an ML model to predict customer sentiment based on reviews. Upon deploying it, you realize that the model incorrectly labels certain positive reviews as negative when they’re rephrased using negative words. This is just one example of how an extremely accurate ML model can fail without proper…
Write Readable Tests for Your Machine Learning Models with Behave Use natural language to test the behavior of your ML models —  Motivation Imagine you create an ML model to predict customer sentiment based on reviews. Upon deploying it, you realize that the model incorrectly labels certain positive reviews as negative when they’re rephrased using negative words. This is just one example of how an extremely accurate ML model can fail without proper… data-science
Write Readable Tests Machine Learning Models Behave Use natural language test behavior ML model — Motivation Imagine create ML model predict customer sentiment based review Upon deploying realize model incorrectly label certain positive review negative they’re rephrased using negative word one example extremely accurate ML model fail without proper… datascience