DistrictDataLabs / yellowbrick

Visual analysis and diagnostic tools to facilitate machine learning model selection.
http://www.scikit-yb.org/
Apache License 2.0
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Full example of Regression Model Visuals #1234

Closed uricod closed 2 years ago

uricod commented 2 years ago

I was not able to find a example of using yellowbrick visuals for a regression models so I build one with custom dataset.

lwgray commented 2 years ago

@uricod Thank you for using Yellowbrick and for submitting this example. We do in fact have a notebook for regression https://github.com/DistrictDataLabs/yellowbrick/blob/1979a511d8d0a15339d0c3845f88660fad5945e0/examples/regression_visualizers.ipynb

Let me reach out to the team and see if we should include yours. @DistrictDataLabs/team-oz-maintainers

uricod commented 2 years ago

@lwgray - I looked at that example. It only has a portion of what you can do. Compare that to mine and I you will see what I mean. The classification examples are much better.

bbengfort commented 2 years ago

@uricod thank you for adding your example regression notebook. Like @lwgray mentioned, if you'd like to update the regression_visualizers.ipynb notebook we'd be happy to take a look at those changes. In the meantime, we'll certainly merge your example notebook - but we'll rename the folder from regressionVisualizers to your GitHub username for proper attribution of the example.

Thank you for contributing to Yellowbrick!

codecov[bot] commented 2 years ago

Codecov Report

Merging #1234 (52b3733) into develop (e339ce2) will not change coverage. The diff coverage is n/a.

:exclamation: Current head 52b3733 differs from pull request most recent head 894c11d. Consider uploading reports for the commit 894c11d to get more accurate results

@@           Coverage Diff            @@
##           develop    #1234   +/-   ##
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  Coverage    90.57%   90.57%           
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  Files           92       92           
  Lines         5209     5209           
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  Hits          4718     4718           
  Misses         491      491           

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