docs: Updated ICE/PDP doc with PDP-based feature importance #1441
Conversation
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
|
/azp run |
|
Azure Pipelines successfully started running 1 pipeline(s). |
Codecov Report
@@ Coverage Diff @@
## master #1441 +/- ##
=======================================
Coverage 84.65% 84.65%
=======================================
Files 288 288
Lines 14335 14335
Branches 701 701
=======================================
Hits 12135 12135
Misses 2200 2200
Continue to review full report at Codecov.
|
|
/azp run |
|
Azure Pipelines successfully started running 1 pipeline(s). |
notebooks/features/responsible_ai/Interpretability - PDP and ICE explainer.ipynb
Outdated
Show resolved
Hide resolved
notebooks/features/responsible_ai/Interpretability - PDP and ICE explainer.ipynb
Outdated
Show resolved
Hide resolved
notebooks/features/responsible_ai/Interpretability - PDP and ICE explainer.ipynb
Outdated
Show resolved
Hide resolved
notebooks/features/responsible_ai/Interpretability - PDP and ICE explainer.ipynb
Outdated
Show resolved
Hide resolved
notebooks/features/responsible_ai/Interpretability - PDP and ICE explainer.ipynb
Outdated
Show resolved
Hide resolved
notebooks/features/responsible_ai/Interpretability - PDP and ICE explainer.ipynb
Outdated
Show resolved
Hide resolved
notebooks/features/responsible_ai/Interpretability - PDP and ICE explainer.ipynb
Outdated
Show resolved
Hide resolved
…CE explainer.ipynb Co-authored-by: Mark Hamilton <mhamilton723@gmail.com>
…CE explainer.ipynb Co-authored-by: Mark Hamilton <mhamilton723@gmail.com>
…CE explainer.ipynb Co-authored-by: Mark Hamilton <mhamilton723@gmail.com>
…CE explainer.ipynb Co-authored-by: Mark Hamilton <mhamilton723@gmail.com>
…CE explainer.ipynb Co-authored-by: Mark Hamilton <mhamilton723@gmail.com>
|
Thank you @memoryz and @mhamilton723 for the review! Sorry for my bad phrasing and grammar :) |
notebooks/features/responsible_ai/Interpretability - PDP and ICE explainer.ipynb
Outdated
Show resolved
Hide resolved
notebooks/features/responsible_ai/Interpretability - PDP and ICE explainer.ipynb
Outdated
Show resolved
Hide resolved
notebooks/features/responsible_ai/Interpretability - PDP and ICE explainer.ipynb
Outdated
Show resolved
Hide resolved
…CE explainer.ipynb
…CE explainer.ipynb
…CE explainer.ipynb
mhamilton723
approved these changes
Mar 16, 2022
memoryz
approved these changes
Mar 16, 2022
|
/azp run |
|
Azure Pipelines successfully started running 1 pipeline(s). |
|
/azp run |
|
Azure Pipelines successfully started running 1 pipeline(s). |
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
Add this suggestion to a batch that can be applied as a single commit.
This suggestion is invalid because no changes were made to the code.
Suggestions cannot be applied while the pull request is closed.
Suggestions cannot be applied while viewing a subset of changes.
Only one suggestion per line can be applied in a batch.
Add this suggestion to a batch that can be applied as a single commit.
Applying suggestions on deleted lines is not supported.
You must change the existing code in this line in order to create a valid suggestion.
Outdated suggestions cannot be applied.
This suggestion has been applied or marked resolved.
Suggestions cannot be applied from pending reviews.
Suggestions cannot be applied on multi-line comments.
Suggestions cannot be applied while the pull request is queued to merge.
Suggestion cannot be applied right now. Please check back later.
Summary
Added documentation about PDP-based feature importance option for kind ==
feature. Added API calls and visualizations.Tests
N/A
Dependency chances
N/A