Other packages > Find by keyword >

ModelMap  

Modeling and Map Production using Random Forest and Related Stochastic Models
View on CRAN: Click here


Download and install ModelMap package within the R console
Install from CRAN:
install.packages("ModelMap")

Install from Github:
library("remotes")
install_github("cran/ModelMap")

Install by package version:
library("remotes")
install_version("ModelMap", "3.4.0.8")



Attach the package and use:
library("ModelMap")
Maintained by
Elizabeth Freeman
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2009-03-28
Latest Update: 2025-09-03
Description:
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.
How to cite:
Elizabeth Freeman (2009). ModelMap: Modeling and Map Production using Random Forest and Related Stochastic Models. R package version 3.4.0.8, https://cran.r-project.org/web/packages/ModelMap. Accessed 08 Oct. 2026.
Previous versions and publish date:
1.1.11 (2009-03-28 11:20), 1.1.13 (2009-06-14 20:50), 2.0.1 (2010-04-22 08:20), 2.0.2.1 (2011-02-18 20:17), 2.0.2 (2010-12-07 09:20), 2.1.1 (2011-04-23 22:54), 2.3.1 (2012-05-24 08:24), 2.3.2 (2012-06-08 08:29), 2.3.4 (2012-08-18 00:02), 3.0.14 (2014-03-01 06:49), 3.0.15 (2014-04-17 00:02), 3.3.2 (2016-02-25 23:54), 3.3.5 (2016-07-03 10:53), 3.4.0.1 (2018-09-11 06:40), 3.4.0.2 (2022-08-18 20:30), 3.4.0.3 (2023-01-07 01:20), 3.4.0.4 (2023-04-24 22:10), (2026-07-09 08:11)
Other packages that cited ModelMap R package
View ModelMap citation profile
Other R packages that ModelMap depends, imports, suggests or enhances
Complete documentation for ModelMap
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

colorfindr  
Extract Colors from Windows BMP, JPEG, PNG, TIFF, and SVG Format Images
Extracts colors from various image types, returns customized reports and plots treemaps and 3D scat ...
Download / Learn more Package Citations See dependency  
metafor  
Meta-Analysis Package for R
A comprehensive collection of functions for conducting meta-analyses in R. The package includes func ...
Download / Learn more Package Citations See dependency  
dineR  
Differential Network Estimation in R
An efficient and convenient set of functions to perform differential network estimation through the ...
Download / Learn more Package Citations See dependency  
climwin  
Climate Window Analysis
Contains functions to detect and visualise periods of climate sensitivity (climate windows) for a g ...
Download / Learn more Package Citations See dependency  
abc.data  
Data Only: Tools for Approximate Bayesian Computation (ABC)
Contains data which are used by functions of the 'abc' package. ...
Download / Learn more Package Citations See dependency  
nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  

28,905

R Packages

247,686

Dependencies

76,495

Author Associations

28,906

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA