15683043919
93%

Ran 16 Jun 2025 02:14PM UTC

Jobs 1

Files 127

Run time 7min

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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

Uncovered Existing Lines

Lines	Coverage	∆	File
1	96.92	-1.49%	approximator/permutation/sv.py
1	88.89	-2.02%	approximator/regression/faithful.py
2	93.22	-3.08%	games/benchmark/treeshapiq_xai/base.py
2	89.36	0.73%	games/imputer/base.py
3	98.18	0.01%	explainer/tree/treeshapiq.py
5	87.8	-2.2%	explainer/tree/explainer.py
6	86.96	-7.92%	explainer/tabular.py
8	56.76	-1.58%	explainer/tabpfn.py
8	77.78	4.25%	game_theory/indices.py
14	91.41	-0.8%	game_theory/moebius_converter.py
16	80.41	-2.92%	explainer/utils.py

Jobs

ID	Job ID	Ran	Files	Coverage
1	15683043919.1	16 Jun 2025 02:14PM UTC	127	91.13	GitHub Action Run

mmschlk / shapiq / 15683043919
93%

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mmschlk / shapiq / 15683043919 93%

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mmschlk / shapiq / 15683043919
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