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Transform regression label quality scores #1032

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merged 4 commits into from
Mar 5, 2024

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huiwengoh
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@huiwengoh huiwengoh commented Feb 27, 2024

Summary

Transform the label_quality_scores in cleanlab.regression.CleanLearning by its median so that it is more human readable.

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codecov bot commented Feb 28, 2024

Codecov Report

All modified and coverable lines are covered by tests ✅

Project coverage is 96.20%. Comparing base (09245a9) to head (4dab9c9).

Additional details and impacted files
@@           Coverage Diff           @@
##           master    #1032   +/-   ##
=======================================
  Coverage   96.19%   96.20%           
=======================================
  Files          74       74           
  Lines        5841     5843    +2     
  Branches     1043     1043           
=======================================
+ Hits         5619     5621    +2     
  Misses        132      132           
  Partials       90       90           

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@jwmueller jwmueller left a comment

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lgtm

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@elisno make sure to specifically highlight the changing range of these scores in the next release, just like we did for the outlier scores

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@elisno elisno left a comment

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LGTM!

@elisno elisno merged commit 90ac796 into cleanlab:master Mar 5, 2024
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@elisno elisno added patch-update usability-improvement Making features more intuitive and accessible for users. labels Mar 6, 2024
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3 participants