Search results

Add CIs for kernel SAGE

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

Status: Open.

Feature

#71 In mlr-org/xplainfi;

· jemus42 opened on Feb 16, 2026

Add kernel SAGE

Prio: High

Status: Open.

Feature

#70 In mlr-org/xplainfi;

· jemus42 opened on Feb 16, 2026

Add generic Wald CIs for observation-wise losses where appropriate

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

Status: Open.

Feature

#69 In mlr-org/xplainfi;

· jemus42 opened on Feb 16, 2026

Add PIMP permutation importance approach

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

Status: Open.

Feature

#68 In mlr-org/xplainfi;

· jemus42 opened on Feb 16, 2026

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.

Feature

#58 In mlr-org/xplainfi;

· jemus42 opened on Oct 23, 2025

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

Status: Open.

#54 In mlr-org/xplainfi;

· jemus42 opened on Oct 16, 2025

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

internalsAffects internals, not user-facingAffects internals, not user-facing

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

Add model class reliance

Status: Open.

Feature

#34 In mlr-org/xplainfi;

· jemus42 opened on Jul 3, 2025

Parallelization avenues

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

Accept non-mlr3 fitted model

Prio: Low

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

Status: Open.

Feature

#9 In mlr-org/xplainfi;

· jemus42 opened on Mar 3, 2025

·  

Use of pre-trained models

Performance optimizations

Status: Open.

#7 In mlr-org/xplainfi;

· jemus42 opened on Oct 25, 2024