randomUniformForest
Random Uniform Forests for Classification, Regression and Unsupervised Learning
Description
Ensemble model, for classification, regression and unsupervised learning, based on a forest of unpruned and randomized binary decision trees. Each tree is grown by sampling, with replacement, a set of variables at each node. Each cut-point is generated randomly, according to the continuous Uniform distribution. For each tree, data are either bootstrapped or subsampled. The unsupervised mode introduces clustering, dimension reduction and variable importance, using a three-layer engine. Random Uniform Forests are mainly aimed to lower correlation between trees (or trees residuals), to provide a deep analysis of variable importance and to allow native distributed and incremental learning.
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CRAN Check Status
Show all 14 flavors
| Flavor | Status |
|---|---|
| r-devel-linux-x86_64-debian-clang | NOTE |
| r-devel-linux-x86_64-debian-gcc | NOTE |
| r-devel-linux-x86_64-fedora-clang | OK |
| r-devel-linux-x86_64-fedora-gcc | OK |
| r-devel-macos-arm64 | OK |
| r-devel-windows-x86_64 | OK |
| r-oldrel-macos-arm64 | OK |
| r-oldrel-macos-x86_64 | OK |
| r-oldrel-windows-x86_64 | OK |
| r-patched-linux-x86_64 | OK |
| r-release-linux-x86_64 | OK |
| r-release-macos-arm64 | OK |
| r-release-macos-x86_64 | OK |
| r-release-windows-x86_64 | OK |
Check details (2 non-OK)
CRAN incoming feasibility
Maintainer: ‘Saip Ciss <saip.ciss@wanadoo.fr>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: person(given = "Saip",
family = "Ciss",
role = c("aut", "cre"),
email = "saip.ciss@wanadoo.fr")
as necessary.
CRAN incoming feasibility
Maintainer: ‘Saip Ciss <saip.ciss@wanadoo.fr>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: person(given = "Saip",
family = "Ciss",
role = c("aut", "cre"),
email = "saip.ciss@wanadoo.fr")
as necessary.
Check History
NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
CRAN incoming feasibility
Maintainer: ‘Saip Ciss <saip.ciss@wanadoo.fr>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: person(given = "Saip",
family = "Ciss",
role = c("aut", "cre"),
email = "saip.ciss@wanadoo.fr")
as necessary.
CRAN incoming feasibility
Maintainer: ‘Saip Ciss <saip.ciss@wanadoo.fr>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: person(given = "Saip",
family = "Ciss",
role = c("aut", "cre"),
email = "saip.ciss@wanadoo.fr")
as necessary.