ModelMap

3.4.0.8

Modeling and Map Production using Random Forest and Related Stochastic Models

0packages depend

5.2Kdownloads / year

–test coverage

12/13checks pass

Overview

About

Maintained by Elizabeth FreemanFirst published 2009-03-2826 releasesCRAN page ↗

Creates sophisticated models of training data and validates the models with an independent test set, cross validation, or Out Of Bag (OOB) predictions on the training data. Create graphs and tables of the model validation results. Applies these models to GIS .img files of predictors to create detailed prediction surfaces. Handles large predictor files for map making, by reading in the .img files in chunks, and output to the .txt file the prediction for each data chunk, before reading the next chunk of data.

Install

R (CRAN)Ubuntu (r2u)Fedora (COPR)openSUSE (OBS)

install.packages("ModelMap", repos = "https://cloud.r-project.org/")

Installs the current CRAN release. Prebuilt binaries on Windows and macOS.

Release

# enable cranapt (r2u) if it is not already set up, then install
grep -rqs r2u.stat.illinois.edu /etc/apt/sources.list /etc/apt/sources.list.d/ \
  || curl -fsSL https://raw.githubusercontent.com/eddelbuettel/r2u/master/inst/scripts/add_cranapt_noble.sh | sudo bash
sudo apt install -y r-cran-modelmap

Fast Ubuntu binaries via r2u (no compilation). The cranapt setup runs once and is skipped when it is already enabled.

bspm (used by r2u) also needs make: sudo apt install make

# enable the iucar/cran COPR if it is not already present, then install
ls /etc/yum.repos.d/*iucar*cran*.repo >/dev/null 2>&1 \
  || sudo dnf copr enable -y iucar/cran
sudo dnf install -y R-CRAN-ModelMap

RPMs from the iucar/cran COPR, rebuilt from CRAN.

For install.packages() integration in R, also: sudo dnf install R-CoprManager

# add the autoCRAN OBS repo (Tumbleweed) if it is missing, then install
zypper -q lr | grep -qi autoCRAN \
  || sudo zypper addrepo https://download.opensuse.org/repositories/devel:/languages:/R:/autoCRAN/openSUSE_Tumbleweed/devel:languages:R:autoCRAN.repo
sudo zypper install -y R-ModelMap

RPMs auto-built from CRAN on openSUSE OBS (Tumbleweed).

Health

CRAN checks

1NOTE12OK

Failing flavors

NOTE r-devel-linux-x86_64-debian-gcc

Slowest check: 19.9 min · r-devel-linux-x86_64-fedora-clang

Code health

None

Tests · ratio 0.00

not tracked

Coverage

Dependencies · direct

Check history

NOTE2026-08-01
12 OK · 1 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
OK2026-03-10
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMENoVignettesYes · dynamicpkgdown siteNoNEWSNoCode of conductNoContributing guideNo

Examples that run: 100%
Documented parameters: not tracked
Return-value docs: not tracked
References docs: 55%

Downloads

5.2K

CRAN downloads in the past year

Rank #9,746 · ~14/day · ~436/mo

Releases R versions

Daily download trend is not available in this view yet.

26330 days

1K90 days

5.2K1 year

Compare downloads with other packages →

Also on144 r2u6 autocran90 c2d4u

Dependencies

Declared dependencies

9 external dependencies (excludes base and recommended)

Depends (3)

R >= 2.13.0randomForest raster

Imports (9)

graphicsgrDevicesstatsutilsmgcvcorrplot fields HandTill2001 PresenceAbsence

LinkingTo (0)

none

Suggests (3)

party quantregForest sf

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

People & History

People (2)

Maintainer (1)

Elizabeth Freeman

Author, Maintainer

Authors (2)

Elizabeth Freeman

Author, Maintainer

Tracey Frescino

Author

Package Timeline

26 releases. Pick two to compare their code metrics. R releases are shown for context.

R
R 4.6.0 released · 2026-04-24
3.4.0.8Latest
2025-10-01 · current release · diff ↗
R
R 4.5.0 released · 2025-04-11
R
R 4.4.0 released · 2024-04-24
3.4.0.4
2023-04-24 · diff ↗
R
R 4.3.0 released · 2023-04-21
3.4.0.3
2023-01-07 · diff ↗
unarchivedReturned to CRAN
2023-01-07
archivedRemoved from CRAN
2022-10-07
email to the maintainer is undeliverable
3.4.0.2
2022-08-18 · diff ↗
R
R 4.2.0 released · 2022-04-22
R
R 4.1.0 released · 2021-05-18
R
R 4.0.0 released · 2020-04-24
R
R 3.6.0 released · 2019-04-26
3.4.0.1
2018-09-11 · diff ↗
R
R 3.5.0 released · 2018-04-23

Show 34 earlier events

R
R 3.4.0 released · 2017-04-21
3.3.5
2016-07-03 · diff ↗
R
R 3.3.0 released · 2016-05-03
3.3.2
2016-02-25 · diff ↗
R
R 3.2.0 released · 2015-04-16
3.0.15
2014-04-17 · diff ↗
R
R 3.1.0 released · 2014-04-10
3.0.14
2014-03-01 · diff ↗
3.0.3
2014-02-28 · diff ↗
R
R 3.0.0 released · 2013-04-03
2.3.4
2012-08-18 · diff ↗
2.15.2
2012-08-17 · diff ↗
2.3.2
2012-06-08 · diff ↗
2.15.1
2012-06-07 · diff ↗
2.3.1
2012-05-24 · diff ↗
R
R 2.15.0 released · 2012-03-30
R
R 2.14.0 released · 2011-10-31
2.13.1
2011-05-23 · diff ↗
2.1.1
2011-04-23 · diff ↗
R
R 2.13.0 released · 2011-04-13
2.0.2.1
2011-02-18 · diff ↗
2.0.2
2010-12-07 · diff ↗
R
R 2.12.0 released · 2010-10-15
2.12.0
2010-06-12 · diff ↗
2.0.1
2010-04-22 · diff ↗
R
R 2.11.0 released · 2010-04-22
2.11.0
2010-02-12 · diff ↗
R
R 2.10.0 released · 2009-10-26
1.1.13
2009-06-14 · diff ↗
2.10.0
2009-06-11 · diff ↗
R
R 2.9.0 released · 2009-04-17
1.1.11
2009-03-28 · diff ↗
2.9.0
2009-03-27
R
R 2.8.0 released · 2008-10-20

Package metadata

First published: 2009-03-28
Total releases: 26 / 17 yrs
License: Unlimited OSI
Minimum R: ≥ 2.13.0
Download size: 1.5 MB
Installed size: not tracked yet
With dependencies: not tracked yet

Appears in task views

Analysis of Spatial Data

Report a problem with this page →