Implements spatial error estimation and permutation-based variable importance measures for predictive models using spatial cross-validation and spatial block bootstrap.
Version: | 3.0.5 |
Depends: | R (≥ 2.10) |
Imports: | dplyr, future, future.apply, graphics, ROCR, stats, stringr |
Suggests: | knitr, MASS, nnet, parallel, ranger, rmarkdown, rpart, sp, testthat |
Published: | 2022-10-16 |
DOI: | 10.32614/CRAN.package.sperrorest |
Author: | Alexander Brenning
|
Maintainer: | Alexander Brenning <alexander.brenning at uni-jena.de> |
BugReports: | https://github.com/giscience-fsu/sperrorest/issues |
License: | GPL-3 |
URL: | https://giscience-fsu.github.io/sperrorest/, https://github.com/giscience-fsu/sperrorest |
NeedsCompilation: | no |
Citation: | sperrorest citation info |
Materials: | README NEWS |
In views: | Spatial |
CRAN checks: | sperrorest results |
Reference manual: | sperrorest.pdf |
Vignettes: |
Custom Predict and Model Functions Spatial Modeling Using Statistical Learning Techniques |
Package source: | sperrorest_3.0.5.tar.gz |
Windows binaries: | r-devel: sperrorest_3.0.5.zip, r-release: sperrorest_3.0.5.zip, r-oldrel: sperrorest_3.0.5.zip |
macOS binaries: | r-devel (arm64): sperrorest_3.0.5.tgz, r-release (arm64): sperrorest_3.0.5.tgz, r-oldrel (arm64): sperrorest_3.0.5.tgz, r-devel (x86_64): sperrorest_3.0.5.tgz, r-release (x86_64): sperrorest_3.0.5.tgz, r-oldrel (x86_64): sperrorest_3.0.5.tgz |
Old sources: | sperrorest archive |
Reverse suggests: | mlr3spatiotempcv |
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