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@aadarsh10c the first comment contains a good description of what needs to be done. You can also take a look at the recent PR by @willT97 which made a similar improvement: #2001.
Following on from #1866.
When a bug is classified as a defect, it is then classified by the regression model one bug at a time in
bugbug/scripts/regressor_finder.py
Line 266 in 1a584d6
we could collect all the bugs that are classified as defect and classify them in one go.
Tested by running
python -m scripts.regressor_finder bug_fixing
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