13967088818
93%

Ran 20 Mar 2025 10:32AM UTC

Jobs 1

Files 119

Run time 1min

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Committed 20 Mar 2025 10:25AM UTC coverage: 93.451% (+0.05%) from 93.405%

Build # 13967088818

Build Type

push

github

Committed by

web-flow

Commit Message

331 adding faith banzhaf approximator (#333)

* Added FBII

* Introduces game normalization for FBII in exact.

* Added FBII to MC_Approximator

* Added FBI to Tabular Explainer

* Update regression coefficient calculation for FBII & FSII.

* refactoring of regression weight calculation

* fix fbii exact computation missing baseline_value addition

* Added FBII

* Introduces game normalization for FBII in exact.

* Added FBII to MC_Approximator

* Added FBI to Tabular Explainer

* Update regression coefficient calculation for FBII & FSII.

* refactoring of regression weight calculation

* fix fbii exact computation missing baseline_value addition

* updated regression_coefficient calculation

* improving approximation finalize result

* Consistent baseline/empty player value throughout InteractionValues.

* Sampling weight initialisation for FBII and corresponding approximation

* renamed finalize function

* finalized explanations for TreeExplainer

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Co-authored-by: Maximilian <maximilian.muschalik@gmail.com>

Run Details

5893 of 6306 relevant lines covered (93.45%)

0.93 hits per line

Uncovered Existing Lines

Lines	Coverage	∆	File
1	97.87	0.25%	explainer/tree/explainer.py
2	97.4	0.11%	explainer/tabular.py
2	99.27	-0.01%	explainer/tree/treeshapiq.py
4	67.74	-1.01%	explainer/_base.py
8	96.74	0.04%	game_theory/exact.py

Jobs

ID	Job ID	Ran	Files	Coverage
1	13967088818.1	20 Mar 2025 10:32AM UTC	119	93.45	GitHub Action Run

mmschlk / shapiq / 13967088818
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mmschlk / shapiq / 13967088818 93%

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