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.
Version: 3.4.0.4 Depends: R (≥ 2.13.0), randomForest, raster Imports: graphics, grDevices, stats, utils, mgcv, corrplot, fields, HandTill2001, PresenceAbsence Suggests: party, quantregForest Published: 2023-04-24 DOI: 10.32614/CRAN.package.ModelMap Author: Elizabeth Freeman, Tracey Frescino Maintainer: Elizabeth Freeman <elizabeth.a.freeman at usda.gov> License: Unlimited Copyright: see file COPYRIGHTS NeedsCompilation: no Citation: ModelMap citation info Materials: ChangeLog In views: Spatial CRAN checks: ModelMap results Documentation: Downloads: Linking:Please use the canonical form https://CRAN.R-project.org/package=ModelMap to link to this page.
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