mlr-org/mlr3spatiotempcv: Spatiotemporal Resampling Methods for 'mlr3'

Extends the mlr3 ML framework with spatio-temporal resampling methods to account for the presence of spatiotemporal autocorrelation (STAC) in predictor variables. STAC may cause highly biased performance estimates in cross-validation if ignored.

Getting started

Package details

Maintainer
LicenseLGPL-3
Version0.3.0.9004
URL https://mlr3spatiotempcv.mlr-org.com/ https://github.com/mlr-org/mlr3spatiotempcv https://mlr3book.mlr-org.com
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
install.packages("remotes")
remotes::install_github("mlr-org/mlr3spatiotempcv")
mlr-org/mlr3spatiotempcv documentation built on May 17, 2021, 12:20 a.m.