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Add the DIFFI (Depth Based Isolation Forest Feature Importance) Interpretability method to IForest #536

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FrizzoDavide
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All Submissions Basics:

  • Have you followed the guidelines in our Contributing document?
  • Have you checked to ensure there aren't other open Pull Requests for the same update/change?
  • Have you checked all Issues to tie the PR to a specific one?

All Submissions Cores:

  • Have you added an explanation of what your changes do and why you'd like us to include them?
  • Have you written new tests for your core changes, as applicable?
  • Have you successfully ran tests with your changes locally?
  • Does your submission pass tests, including CircleCI, Travis CI, and AppVeyor?
  • Does your submission have appropriate code coverage? The cutoff threshold is 95% by Coversall.

New Model Submissions:

  • Have you created a .py in ~/pyod/models/?
  • Have you created a _example.py in ~/examples/?
  • Have you created a test_.py in ~/pyod/test/?
  • Have you lint your code locally prior to submission?

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coveralls commented Dec 19, 2023

Pull Request Test Coverage Report for Build 7824024576

  • 642 of 669 (95.96%) changed or added relevant lines in 2 files are covered.
  • No unchanged relevant lines lost coverage.
  • Overall coverage increased (+0.1%) to 93.898%

Changes Missing Coverage Covered Lines Changed/Added Lines %
pyod/test/test_iforest.py 287 294 97.62%
pyod/models/iforest.py 355 375 94.67%
Totals Coverage Status
Change from base Build 7823888310: 0.1%
Covered Lines: 9649
Relevant Lines: 10276

💛 - Coveralls

@yzhao062
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yzhao062 commented Feb 8, 2024

close and re-open it to trigger autotest

@yzhao062 yzhao062 closed this Feb 8, 2024
@yzhao062 yzhao062 reopened this Feb 8, 2024
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3 participants