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Releases: stekhoven/missForest

missForest 1.6 - the ranger upgrade

13 Oct 13:19

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This release modernizes missForest for current R environments and future development while maintaining full backward compatibility.

Highlights

  • New default backend: switched from randomForest to ranger for faster, more memory-efficient imputation.
  • Backward compatibility: the legacy randomForest backend remains available via the backend = "randomForest" option.
  • Improved parallelization: more robust handling of parallel backends (foreach, doParallel, doRNG) with consistent RNG behavior.
  • Refreshed documentation: updated help pages, vignette, and README for clarity and reproducibility.
  • CITATION and metadata updates: replaced deprecated citEntry() with bibentry(), added Authors@R, and integrated Rdpack references.
  • Codebase cleanup: reduced redundant imports, resolved namespace conflicts, and improved cross-platform compliance.

Maintainer update

Maintainer email updated from stekhoven@stat.math.ethz.ch to stekhoven@nexus.ethz.ch.

Compatibility

  • Tested on R 4.4 and 4.5 across macOS (arm64), Linux (Ubuntu 22.04), and Windows (win-builder).
  • No known breaking changes for existing users or scripts.