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tuneRanger

Tune Random Forest of the 'ranger' Package

v0.8.1 · Aug 31, 2025 · GPL-3

Description

Tuning random forest with one line. The package is mainly based on the packages 'ranger' and 'mlrMBO'.

Downloads

CRAN

370

Last 30 days

11785th

1.1K

Last 90 days

9.2K

Last year

Trend: +12.1% (30d vs prior 30d)

r2u CRAN

0

Last 30 days

25

Last 90 days

124

Last year

Trend: -100% (30d vs prior 30d)

autoCRAN

1

Last 7 days

12

Last 30 days

0

All-time

autoCRAN-only: this name is served only by autoCRAN, so the count is exact.

conda-forge CRAN

69

Last 30 days

289

Last 90 days

1.8K

Last year

Trend: -51.8% (30d vs prior 30d)

CRAN Check Status

13 OK
Show all 13 flavors
Flavor Status
r-devel-linux-x86_64-debian-clang OK
r-devel-linux-x86_64-debian-gcc OK
r-devel-linux-x86_64-fedora-clang OK
r-devel-linux-x86_64-fedora-gcc 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 History

OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026

Code

Structure

Lines of code

915

Files

19

Compiled share

0%

Has compiled src

No

Language breakdown

R 631 (69%)Tests 53 (5.8%)Docs 231 (25.2%)

API

Exported functions

4

Internal functions

21

Recent export changes

v0.5+1 tuneMtryFast

Testing & CI

Has tests

Yes

Test-to-code ratio

0.08

testthat edition

CI present

No

CI type

[]

PR gated

No

Docs

Return-value doc rate

100%

\dontrun example ratio

50%

Roxygen coverage

100%

Has pkgdown

No

NEWS present

No

Health & Security signals

Informational signals; not verdicts.

on.exit coverage

Unsafe pattern score

0

Dep constraint coverage

100%

Secret pattern count

0

Bundled 3rd-party code

2 items

Portability & License

Min R version

3.0.2

System requirements

C++ standard

License

GPL-3

License flags

SPDX valid, OSI approved

History

Versions

7

First release

2018-03-14

Latest release

2025-08-31

Avg cadence

121 days

Cold removal rate

Dep drift

1

LOC over versions

v0.1: 562 LOCv0.2: 569 LOCv0.3: 590 LOCv0.4: 592 LOCv0.5: 897 LOCv0.7: 915 LOCv0.8.1: 915 LOC

Per-file churn detail lives in the source pipeline: https://github.com/r-observatory/cran-code-metrics.

Reverse Dependencies (1)

imports

Dependency Network

Dependencies Reverse dependencies ranger mlrMBO lhs mlr smoof ParamHelpers BBmisc DiceKriging roseRF tuneRanger

Version History

8 tracked
new 0.8.1 Mar 10, 2026
updated 0.8.1 ← 0.7 diff Aug 30, 2025
updated 0.7 ← 0.5 diff Mar 19, 2024
updated 0.5 ← 0.4 diff Apr 15, 2019
updated 0.4 ← 0.3 diff Jan 21, 2019
updated 0.3 ← 0.2 diff Aug 29, 2018
updated 0.2 ← 0.1 diff May 24, 2018
new 0.1 Mar 13, 2018