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Regression testing is testing that is carried out on previously tested features, right after any change is introduced to this feature. The purpose of regression testing is to ensure the newly introduced change has not broken the feature it is introduced to.

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How important is it to test a build against a clean data set?

Certainly You are correct. This is how I see it 1. What you are proposing is test the application with best cases. To make sure that whatever newly added works fine in addition to the existing feature …
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