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Harvest.Tree

Harvest the Classification Tree

v1.1 · Jul 31, 2015 · GPL-2

Description

Aimed at applying the Harvest classification tree algorithm, modified algorithm of classic classification tree.The harvested tree has advantage of deleting redundant rules in trees, leading to a simplify and more efficient tree model.It was firstly used in drug discovery field, but it also performs well in other kinds of data, especially when the region of a class is disconnected. This package also improves the basic harvest classification tree algorithm by extending the field of data of algorithm to both continuous and categorical variables. To learn more about the harvest classification tree algorithm, you can go to http://www.stat.ubc.ca/Research/TechReports/techreports/220.pdf for more information.

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2 NOTE
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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: ‘Bingyuan Liu <adler1016@gmail.com>’

No Authors@R field in DESCRIPTION.
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  Authors@R: c(person(given = c("Bingyuan", "Liu/Yan", "Yuan/Qian"),
                      family = "Shi",
                      role = "aut"),
               person(given = "Bingyuan",
                      family = "Liu",
                      role = "cre",
                      email = "adler1016@gmail.com"))
as necessary.

The Description field contains
  to http://www.stat.ubc.ca/Research/TechReports/techreports/220.pdf for
Please enclose URLs in angle brackets (<...>).
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Bingyuan Liu <adler1016@gmail.com>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = c("Bingyuan", "Liu/Yan", "Yuan/Qian"),
                      family = "Shi",
                      role = "aut"),
               person(given = "Bingyuan",
                      family = "Liu",
                      role = "cre",
                      email = "adler1016@gmail.com"))
as necessary.

The Description field contains
  to http://www.stat.ubc.ca/Research/TechReports/techreports/220.pdf for
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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: ‘Bingyuan Liu <adler1016@gmail.com>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = c("Bingyuan", "Liu/Yan", "Yuan/Qian"),
                      family = "Shi",
                      role = "au
...[truncated]...
                 role = "cre",
                      email = "adler1016@gmail.com"))
as necessary.

The Description field contains
  to http://www.stat.ubc.ca/Research/TechReports/techreports/220.pdf for
Please enclose URLs in angle brackets (<...>).
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Bingyuan Liu <adler1016@gmail.com>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = c("Bingyuan", "Liu/Yan", "Yuan/Qian"),
                      family = "Shi",
                      role = "au
...[truncated]...
                 role = "cre",
                      email = "adler1016@gmail.com"))
as necessary.

The Description field contains
  to http://www.stat.ubc.ca/Research/TechReports/techreports/220.pdf for
Please enclose URLs in angle brackets (<...>).

Dependency Network

Dependencies Reverse dependencies rpart Harvest.Tree

Version History

new 1.1 Mar 10, 2026
updated 1.1 ← 1.0 diff Jul 30, 2015
new 1.0 Jul 9, 2015