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Add grouped feature support to SAGE

APIAffects user-facing API. Does not necessarily affect functionality.Affects user-facing API. Does not necessarily affect functionality.

Status: Open.

#58 In mlr-org/xplainfi;

· jemus42 opened on Oct 23, 2025

Correctly document additional <code>ci_method</code>s (like <code>"cpi"</code>)

documentationImprovements or additions to documentationImprovements or additions to documentation

Status: Open.

#55 In mlr-org/xplainfi;

· jemus42 opened on Oct 20, 2025

Flexible <code>.compute_base_score()</code> private method

enhancementExtends package features in some wayExtends package features in some way

Status: Open.

#54 In mlr-org/xplainfi;

· jemus42 opened on Oct 16, 2025

Observation-wise losses for classification tasks

mlr3Issue related to (or caused by) upstream mlr3 behaviorIssue related to (or caused by) upstream mlr3 behavior

Status: Open.

#51 In mlr-org/xplainfi;

· jemus42 opened on Oct 13, 2025

Better workaround for <code>predict_newdata_fast()</code>

mlr3Issue related to (or caused by) upstream mlr3 behaviorIssue related to (or caused by) upstream mlr3 behavior

performanceDoesn't make it more correct but faster or less memory hungryDoesn't make it more correct but faster or less memory hungry

Status: Open.

#50 In mlr-org/xplainfi;

· jemus42 opened on Oct 13, 2025

Additional SAGE estimators

Status: Open.

#48 In mlr-org/xplainfi;

· jemus42 opened on Oct 11, 2025

Additional CI methods

inferenceRelated to statistical inference, confidence intervals, standard errors, etc.Related to statistical inference, confidence intervals, standard errors, etc.

Status: Open.

#41 In mlr-org/xplainfi;

· jemus42 opened on Sep 29, 2025

Add model class reliance

enhancementExtends package features in some wayExtends package features in some way

Status: Open.

#34 In mlr-org/xplainfi;

· jemus42 opened on Jul 3, 2025

In SAGE, use directly calculated marginal mean as shortcut for empty coalition prediction (or at least featureless learner)

performanceDoesn't make it more correct but faster or less memory hungryDoesn't make it more correct but faster or less memory hungry

Status: Open.

#31 In mlr-org/xplainfi;

· jemus42 opened on Jul 2, 2025

· 

Initial release

Parallelization avenues

enhancementExtends package features in some wayExtends package features in some way

performanceDoesn't make it more correct but faster or less memory hungryDoesn't make it more correct but faster or less memory hungry

questionUnclear how to proceed without further info / discussionUnclear how to proceed without further info / discussion

Status: Open.

#25 In mlr-org/xplainfi;

· jemus42 opened on Jun 23, 2025

pkgdown accessibility

documentationImprovements or additions to documentationImprovements or additions to documentation

Status: Open.

#24 In mlr-org/xplainfi;

· jemus42 opened on Jun 23, 2025

· 

Initial release

Accept non-mlr3 fitted model

enhancementExtends package features in some wayExtends package features in some way

Prio: Low

questionUnclear how to proceed without further info / discussionUnclear how to proceed without further info / discussion

Status: Open.

#9 In mlr-org/xplainfi;

· jemus42 opened on Mar 3, 2025

· 

Use of pre-trained models