Package: ModelMap 3.4.0.4

Elizabeth Freeman

ModelMap: Modeling and Map Production using Random Forest and Related Stochastic Models

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.

Authors:Elizabeth Freeman, Tracey Frescino

ModelMap_3.4.0.4.tar.gz
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ModelMap_3.4.0.4.tgz(r-4.4-emscripten)ModelMap_3.4.0.4.tgz(r-4.3-emscripten)
ModelMap.pdf |ModelMap.html
ModelMap/json (API)

# Install 'ModelMap' in R:
install.packages('ModelMap', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

3.26 score 1 stars 17 scripts 857 downloads 6 mentions 53 exports 17 dependencies

Last updated 2 years agofrom:19266adc02. Checks:OK: 1 NOTE: 1. Indexed: yes.

TargetResultDate
Doc / VignettesOKDec 09 2024
R-4.5-linuxNOTEDec 09 2024

Exports:build.rastLUTCF.binaryCF.categoricalCF.continuousCF.int2numCF.list2dfcheck.device.typecheck.device.type.nodefaultcheck.model.levelscheck.model.typecheck.predListcheck.response.namecheck.response.typecol2transcorrelation.functioncreate.modeldiagnostics.functionexplore.categoricalexplore.continuousFNcheckget.testgetRastsgrd2griimp.extract.cfimp.extract.qrfimp.extract.rfimp.scaleinitialize.devicemask.funmask.graphicmodel.buildmodel.diagnosticsmodel.exploremodel.importance.plotmodel.interaction.plotmodel.mapmakeprediction.CF.binaryprediction.CF.categoricalprediction.CF.continuousprediction.modelprediction.rF.binaryprediction.rF.categoricalprediction.rF.continuousprediction.rF.quantregproduction.predictionprojcompareprojfixREQUIRE.partyREQUIRE.quantregForestrF.binaryrF.categoricalrF.continuousrF.quantreg

Dependencies:corrplotdotCall64fieldsHandTill2001latticemapsMatrixmgcvnlmePresenceAbsencerandomForestrasterRcppspspamterraviridisLite

Exploratory Data Analysis with the ModelMap package

Rendered fromExploreModelMap.Rnwusingutils::Sweaveon Dec 09 2024.

Last update: 2018-09-11
Started: 2016-02-25

ModelMap: an R package for Model Creation and Map Production

Rendered fromVModelMap.Rnwusingutils::Sweaveon Dec 09 2024.

Last update: 2018-09-11
Started: 2012-06-08

Pick your flavor of Random Forest

Rendered fromVquantile.Rnwusingutils::Sweaveon Dec 09 2024.

Last update: 2018-09-11
Started: 2016-02-25