Last data update: 2014.03.03
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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
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
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