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ModelMap

Modeling and Map Production using Random Forest and Related Stochastic Models

v3.4.0.8 · Sep 30, 2025 · Unlimited

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.

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CRAN Check Status

14 OK
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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-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 History

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

Dependency Network

Dependencies Reverse dependencies randomForest raster mgcv corrplot fields HandTill2001 PresenceAbsence ModelMap

Version History

new 3.4.0.8 Mar 10, 2026
updated 3.4.0.8 ← 3.4.0.4 diff Sep 30, 2025
updated 3.4.0.4 ← 3.4.0.3 diff Apr 23, 2023
updated 3.4.0.3 ← 3.4.0.2 diff Jan 6, 2023
updated 3.4.0.2 ← 3.4.0.1 diff Aug 17, 2022
updated 3.4.0.1 ← 3.3.5 diff Sep 10, 2018
updated 3.3.5 ← 3.3.2 diff Jul 2, 2016
updated 3.3.2 ← 3.0.15 diff Feb 24, 2016
updated 3.0.15 ← 3.0.14 diff Apr 16, 2014
updated 3.0.14 ← 2.3.4 diff Feb 28, 2014
updated 2.3.4 ← 2.3.2 diff Aug 17, 2012
updated 2.3.2 ← 2.3.1 diff Jun 7, 2012
updated 2.3.1 ← 2.1.1 diff May 23, 2012
updated 2.1.1 ← 2.0.2.1 diff Apr 22, 2011
updated 2.0.2.1 ← 2.0.2 diff Feb 17, 2011
updated 2.0.2 ← 2.0.1 diff Dec 6, 2010
updated 2.0.1 ← 1.1.13 diff Apr 21, 2010
updated 1.1.13 ← 1.1.11 diff Jun 13, 2009
new 1.1.11 Mar 27, 2009