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Enhance ggRandomForests functionality and documentation#58

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ehrlinger merged 4 commits into
mainfrom
copilot_refactor
Feb 20, 2026
Merged

Enhance ggRandomForests functionality and documentation#58
ehrlinger merged 4 commits into
mainfrom
copilot_refactor

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  • Updated gg_variable to support randomForest objects and improved handling of training data reconstruction.
  • Enhanced gg_vimp to manage cases where importance metrics are unavailable, returning NA placeholders.
  • Improved gg_error to compute in-bag training error trajectories for randomForest fits.
  • Refined quantile_pts to ensure balanced conditioning intervals for coplots.
  • Added a new vignette "Exploring Random Forests with ggRandomForests" for user guidance.
  • Updated documentation for all functions to reflect new features and usage.
  • Added tests for new functionality and edge cases to ensure robustness.

- Updated gg_variable to support randomForest objects and improved handling of training data reconstruction.
- Enhanced gg_vimp to manage cases where importance metrics are unavailable, returning NA placeholders.
- Improved gg_error to compute in-bag training error trajectories for randomForest fits.
- Refined quantile_pts to ensure balanced conditioning intervals for coplots.
- Added a new vignette "Exploring Random Forests with ggRandomForests" for user guidance.
- Updated documentation for all functions to reflect new features and usage.
- Added tests for new functionality and edge cases to ensure robustness.
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codecov Bot commented Feb 19, 2026

Codecov Report

❌ Patch coverage is 81.15183% with 36 lines in your changes missing coverage. Please review.
✅ Project coverage is 61.68%. Comparing base (f2aabcb) to head (b3697f9).
⚠️ Report is 5 commits behind head on main.

Files with missing lines Patch % Lines
R/gg_error.R 84.40% 17 Missing ⚠️
R/gg_variable.R 77.41% 7 Missing ⚠️
R/gg_vimp.R 82.14% 5 Missing ⚠️
R/gg_partial_rfsrc.R 0.00% 4 Missing ⚠️
R/quantile_pts.R 84.21% 3 Missing ⚠️
Additional details and impacted files
@@            Coverage Diff             @@
##             main      #58      +/-   ##
==========================================
+ Coverage   57.08%   61.68%   +4.59%     
==========================================
  Files          24       24              
  Lines        1687     1832     +145     
==========================================
+ Hits          963     1130     +167     
+ Misses        724      702      -22     

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@ehrlinger ehrlinger merged commit fed8ab1 into main Feb 20, 2026
14 of 16 checks passed
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