Recursive partytioning of transformation models with corresponding random forest for conditional transformation models as described in 'Transformation Forests' (Hothorn and Zeileis, 2021, <doi:10.1080/10618600.2021.1872581>) and 'Top-Down Transformation Choice' (Hothorn, 2018, <doi:10.1177/1471082X17748081>).
Version: | 0.4-3 |
Depends: | mlt (≥ 1.4-1), partykit (≥ 1.2-1), tram |
Imports: | Formula, sandwich, grid, stats, variables, libcoin, utils, grDevices |
Suggests: | survival, TH.data, coin, ATR, Matrix, colorspace, inum, lattice, latticeExtra, memisc, multcomp, quantregForest, AppliedPredictiveModeling, mlbench |
Published: | 2025-01-29 |
DOI: | 10.32614/CRAN.package.trtf |
Author: | Torsten Hothorn |
Maintainer: | Torsten Hothorn <Torsten.Hothorn at R-project.org> |
License: | GPL-2 |
URL: | http://ctm.R-forge.R-project.org |
NeedsCompilation: | no |
Materials: | NEWS |
In views: | MachineLearning |
CRAN checks: | trtf results |
Reference manual: | trtf.pdf |
Package source: | trtf_0.4-3.tar.gz |
Windows binaries: | r-devel: trtf_0.4-3.zip, r-release: trtf_0.4-3.zip, r-oldrel: trtf_0.4-3.zip |
macOS binaries: | r-devel (arm64): trtf_0.4-3.tgz, r-release (arm64): trtf_0.4-3.tgz, r-oldrel (arm64): trtf_0.4-3.tgz, r-devel (x86_64): trtf_0.4-3.tgz, r-release (x86_64): trtf_0.4-3.tgz, r-oldrel (x86_64): trtf_0.4-3.tgz |
Old sources: | trtf archive |
Reverse suggests: | ATR, counterfactuals, tbm, TH.data, tram, tramnet |
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