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Sstack

Bootstrap Stacking of Random Forest Models for Heterogeneous Data

v1.0.1 · May 1, 2018 · GPL-3

Description

Generates and predicts a set of linearly stacked Random Forest models using bootstrap sampling. Individual datasets may be heterogeneous (not all samples have full sets of features). Contains support for parallelization but the user should register their cores before running. This is an extension of the method found in Matlock (2018) <doi:10.1186/s12859-018-2060-2>.

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CRAN Check Status

2 NOTE
12 OK
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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)
NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Kevin Matlock <kevin.matlock@gmail.com>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = "Kevin",
                      family = "Matlock",
                      role = c("aut", "cre"),
                      email = "kevin.matlock@gmail.com"),
               person(given = "Raziur",
                      family = "Rahman",
                      role = "aut"))
as necessary.
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Kevin Matlock <kevin.matlock@gmail.com>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = "Kevin",
                      family = "Matlock",
                      role = c("aut", "cre"),
                      email = "kevin.matlock@gmail.com"),
               person(given = "Raziur",
                      family = "Rahman",
                      role = "aut"))
as necessary.

Check History

NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Kevin Matlock <kevin.matlock@gmail.com>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = "Kevin",
                      family = "Matlock",
                      role = c("aut", "cre"),
                      email = "kevin.matlock@gmail.com"),
               person(given = "Raziur",
                      family = "Rahman",
                      role = "aut"))
as necessary.
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Kevin Matlock <kevin.matlock@gmail.com>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = "Kevin",
                      family = "Matlock",
                      role = c("aut", "cre"),
                      email = "kevin.matlock@gmail.com"),
               person(given = "Raziur",
                      family = "Rahman",
                      role = "aut"))
as necessary.

Dependency Network

Dependencies Reverse dependencies randomForest foreach dplyr doParallel Sstack

Version History

new 1.0.1 Mar 10, 2026