Releases: stekhoven/missForest
Releases · stekhoven/missForest
missForest 1.6 - the ranger upgrade
This release modernizes missForest for current R environments and future development while maintaining full backward compatibility.
Highlights
- New default backend: switched from
randomForesttorangerfor faster, more memory-efficient imputation. - Backward compatibility: the legacy
randomForestbackend remains available via thebackend = "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()withbibentry(), addedAuthors@R, and integratedRdpackreferences. - 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.