sperrorest: Perform Spatial Error Estimation and Variable ImportanceAssessment
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 [aut, cre], Patrick Schratz [aut], Tobias Herrmann [ctb] |
| 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 |
Documentation:
| Reference manual: | sperrorest.html ,sperrorest.pdf |
| Vignettes: | Custom Predict and Model Functions (source,R code) Spatial Modeling Using Statistical Learning Techniques (source,R code) |
Downloads:
| 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-release (arm64):sperrorest_3.0.5.tgz, r-oldrel (arm64):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 dependencies:
| Reverse suggests: | mlr3spatiotempcv |
Linking:
Please use the canonical formhttps://CRAN.R-project.org/package=sperrorestto link to this page.