Last data update: 2014.03.03

ModelMap

Package: ModelMap
Type: Package
Title: Modeling and Map Production using Random Forest and Stochastic
Gradient Boosting
Version: 3.3.2
Date: 2016-02-25
Depends: R (>= 2.13.0), randomForest, raster, rgdal
Suggests: party, quantregForest, gbm
Imports:
graphics,grDevices,stats,utils,mgcv,corrplot,fields,HandTill2001,PresenceAbsence
Author: Elizabeth Freeman, Tracey Frescino
Maintainer: Elizabeth Freeman <eafreeman@fs.fed.us>
Description: Creates sophisticated models of training data and validates the models with an independent test set, cross validation, or in the case of Random Forest Models, with 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.
License: Unlimited
NeedsCompilation: no
Packaged: 2016-02-25 20:21:48 UTC; eafreeman
Repository: CRAN
Date/Publication: 2016-02-25 23:54:07

● Cran Task View: Spatial
1 images, 11 functions, 0 datasets
● Reverse Depends: 0

Install log

* installing to library '/home/ddbj/local/lib64/R/library'
* installing *source* package 'ModelMap' ...
** package 'ModelMap' successfully unpacked and MD5 sums checked
** R
** inst
** preparing package for lazy loading
** help
*** installing help indices
  converting help for package 'ModelMap'
    finding HTML links ... done
    ModelMap-package                        html  
    build.rastLUT                           html  
    col2trans                               html  
    get.test                                html  
    internal                                html  
    model.build                             html  
Rd warning: /tmp/RtmpyCCd1Y/R.INSTALL71a5516b0feb/ModelMap/man/model.build.Rd:76: missing file link 'ptrafo'
Rd warning: /tmp/RtmpyCCd1Y/R.INSTALL71a5516b0feb/ModelMap/man/model.build.Rd:78: missing file link 'ptrafo'
    model.diagnostics                       html  
Rd warning: /tmp/RtmpyCCd1Y/R.INSTALL71a5516b0feb/ModelMap/man/model.diagnostics.Rd:100: missing file link 'ptrafo'
Rd warning: /tmp/RtmpyCCd1Y/R.INSTALL71a5516b0feb/ModelMap/man/model.diagnostics.Rd:102: missing file link 'ptrafo'
    model.explore                           html  
    model.importance.plot                   html  
    model.interaction.plot                  html  
    model.mapmake                           html  
    finding level-2 HTML links ... done

Rd warning: /tmp/RtmpyCCd1Y/R.INSTALL71a5516b0feb/ModelMap/man/model.mapmake.Rd:110: missing file link 'showTmpFiles'
Rd warning: /tmp/RtmpyCCd1Y/R.INSTALL71a5516b0feb/ModelMap/man/model.mapmake.Rd:110: missing file link 'removeTmpFiles'
** building package indices
** installing vignettes
** testing if installed package can be loaded
* DONE (ModelMap)
Making 'packages.html' ... done