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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 10 Mar. 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)
Other packages that cited ModelMap R package
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Complete documentation for ModelMap
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