partition_kmeans()has been integrated into mlr (see e865e4). sperrorest is currently not actively developed. We recommend to use mlr for all future (spatial) cross-validation work. We will provide an tutorial for spatial data in the mlr-tutorial soon.

General

Project Status: Active – The project has reached a stable, usable state and is being actively developed. DOI

Resource: CRAN Travis CI Appveyor
Platforms: Multiple Linux & macOS Windows
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CRAN

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Description

Spatial Error Estimation and Variable Importance

This package implements spatial error estimation and permutation-based spatial variable importance using different spatial cross-validation and spatial block bootstrap methods. To cite sperrorest in publications, reference the paper by (???). To see the package in action, please check the vignette.

Installation

Get the released version from CRAN:

install.packages("sperrorest")

Or the development version from Github:

remotes::install_github("pat-s/sperrorest@dev")

References