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Dforest

Decision Forest

v0.4.2 · Nov 28, 2017 · GPL-2

Description

Provides R-implementation of Decision forest algorithm, which combines the predictions of multiple independent decision tree models for a consensus decision. In particular, Decision Forest is a novel pattern-recognition method which can be used to analyze: (1) DNA microarray data; (2) Surface-Enhanced Laser Desorption/Ionization Time-of-Flight Mass Spectrometry (SELDI-TOF-MS) data; and (3) Structure-Activity Relation (SAR) data. In this package, three fundamental functions are provided, as (1)DF_train, (2)DF_pred, and (3)DF_CV. run Dforest() to see more instructions. Weida Tong (2003) <doi:10.1021/ci020058s>.

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NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Leihong Wu <leihong.wu@fda.hhs.gov>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = "Leihong",
                      family = "Wu",
                      role = c("aut", "cre"),
                      email = "leihong.wu@fda.hhs.gov"),
               person(given = "Weida",
                      family = "Tong",
                      role = "aut",
                      comment = "Weida.tong@fda.hhs.gov"))
as necessary.
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Leihong Wu <leihong.wu@fda.hhs.gov>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = "Leihong",
                      family = "Wu",
                      role = c("aut", "cre"),
                      email = "leihong.wu@fda.hhs.gov"),
               person(given = "Weida",
                      family = "Tong",
                      role = "aut",
                      comment = "Weida.tong@fda.hhs.gov"))
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: ‘Leihong Wu <leihong.wu@fda.hhs.gov>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = "Leihong",
                      family = "Wu",
                      role = c("aut", "cre"),
                      email = "leihong.wu@fda.hhs.gov"),
               person(given = "Weida",
                      family = "Tong",
                      role = "aut",
                      comment = "Weida.tong@fda.hhs.gov"))
as necessary.
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Leihong Wu <leihong.wu@fda.hhs.gov>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = "Leihong",
                      family = "Wu",
                      role = c("aut", "cre"),
                      email = "leihong.wu@fda.hhs.gov"),
               person(given = "Weida",
                      family = "Tong",
                      role = "aut",
                      comment = "Weida.tong@fda.hhs.gov"))
as necessary.

Dependency Network

Dependencies Reverse dependencies rpart ggplot2 Dforest

Version History

new 0.4.2 Mar 10, 2026
updated 0.4.2 ← 0.4.0 diff Nov 27, 2017
new 0.4.0 Jun 25, 2017