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Automl: feature importance for regression models #4196

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nilimb2000 opened this issue Sep 9, 2019 · 2 comments
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Automl: feature importance for regression models #4196

nilimb2000 opened this issue Sep 9, 2019 · 2 comments
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AutoML.NET Automating various steps of the machine learning process enhancement New feature or request P2 Priority of the issue for triage purpose: Needs to be fixed at some point.

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@nilimb2000
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Issue

How do i extract the feature importances for the regression models that automl builds. Something similar to automlexplainer in azure maybe?

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@famschopman
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Related to #3972

So far it appears this is not implemented for AutoML yet.

@antoniovs1029 antoniovs1029 added AutoML.NET Automating various steps of the machine learning process enhancement New feature or request P2 Priority of the issue for triage purpose: Needs to be fixed at some point. labels Jan 10, 2020
@antoniovs1029
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antoniovs1029 commented Jun 18, 2020 •
edited

This looks like a combination/duplicate of #3972 and #2438.

The way to make PFI work with regression models for AutoML should be pretty much the same as to what is explained here: #3972 (comment) .

For other tools that we have for doing feature importance explorations, please see the ones mentioned in
#2438.

@antoniovs1029 antoniovs1029 mentioned this issue Jun 18, 2020
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@houghj16 houghj16 mentioned this issue May 25, 2021
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AutoML.NET Automating various steps of the machine learning process enhancement New feature or request P2 Priority of the issue for triage purpose: Needs to be fixed at some point.
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