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Deleted "bug_features.severity()" from component.py #3777

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Deleted "bug_features.severity()" from component.py #3777

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franciscaeze
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From "Test if any features in the component model can be removed without impacting performance #3677" issue, component model had the best performance when "bug_features.severity()" feature was removed from "component.py".

@jpangas
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jpangas commented Oct 31, 2023

Hi @franciscaeze , it would be nice to show us the classification report before and after training without the feature. An example is here: #3334 (comment)

This will help us understand the performance impact of the feature.

@franciscaeze
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Good day @jpangas, below is an attached file that contains the classification report of the model before and after training without each feature.

Test_Result.md

@suhaibmujahid
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@franciscaeze thank you for the PR. Unfortunately, issue #3677 already has an open PR linked to it.

@franciscaeze franciscaeze closed this by deleting the head repository Nov 2, 2023
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3 participants