15683043919

Committed 16 Jun 2025 02:04PM UTC coverage: 91.132% (-0.1%) from 91.246%

Build # 15683043919

Build Type

push

github

Committed by

web-flow

Commit Message

adds `AgnosticExplainer` and refactors explanation/approximation code (#395)

* adds AgnosticExplainer and refactors explanation/approximation code

* switched random state to test time usage

* works on testing and improving the explainer

* adds integration tests for the tabular explainer

* re-ran iso forest shap test on new random seed

* adds correct typehint

* Update test_explainer_california_housing.py

Absolute comparisons are a bit tough for the drastically different scales of scores.

* Update test_explainer_california_housing.py

* adds BII interaction values

* fixes bug in computing BII indices with MonteCarlo approximators

* refactored explainer indices types

* reduced unit test python matrix to lowest and highest supported version

* included further tests for the explainers

* removed faulty parameter

* add gitignore

* add gitignore

* adjusted integration tests again

* Update test_explainer_california_housing.py

* reworked test against ground truth and refactored tests

* fixed tests

* increased tolerance

* test_explainer_california_housing.py aktualisieren

* adjusted test tolerance

* reduced test-tolerance for loading from runner

* removed unnecessary code

* removed TD003 from ignore list

* updated test computation and storage of ivs

* removed unnecessary test

Run Details

6176 of 6777 relevant lines covered (91.13%)

0.91 hits per line

Source File
Press 'n' to go to next uncovered line, 'b' for previous

80.41

/explainer/utils.py

Source Not Available

The file "explainer/utils.py" isn't available on github. Either it's been removed, or the repo root directory needs to be updated.

mmschlk / shapiq / 15683043919

Source File Press 'n' to go to next uncovered line, 'b' for previous

Source Not Available

Source File
Press 'n' to go to next uncovered line, 'b' for previous