5.4. Test ML model outputs and quality [CODE PRACTICE]

A code example walkthrough of testing the quality of the model outputs after generating predictions and getting the new labeled data.

Video 4. Test ML model outputs and quality [CODE PRACTICE], by Emeli Dral

In this video, we test the quality of the model outputs after we generate the predictions. We also test the model quality after we get the new labeled data.

Want to go straight to code? Here is the example notebook to follow along.

Outline: 00:00 Introduction 00:44 Imports 02:04 Data loading and prep 06:10 Load the model and get predictions 09:41 Test model outputs and interpret the results 13:38 Run tests for the next batch of data 15:20 Test the model quality