Package: mlr3spatiotempcv
Title: Spatiotemporal Resampling Methods for 'mlr3'
Version: 1.0.1
Date: 2022-03-02
Authors@R: 
    c(person(given = "Patrick",
             family = "Schratz",
             role = c("aut", "cre"),
             email = "patrick.schratz@gmail.com",
             comment = c(ORCID = "0000-0003-0748-6624")),
      person(given = "Marc",
             family = "Becker",
             role = "aut",
             email = "marcbecker@posteo.de",
             comment = c(ORCID = "0000-0002-8115-0400")),
      person(given = "Jannes",
             family = "Muenchow",
             role = "ctb",
             email = "jannes.muenchow@uni-jena.de",
             comment = c(ORCID = "0000-0001-7834-4717")),
      person(given = "Michel",
             family = "Lang",
             role = "ctb",
             email = "michellang@gmail.com",
             comment = c(ORCID = "0000-0001-9754-0393")))
Description: 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.
License: LGPL-3
URL: https://mlr3spatiotempcv.mlr-org.com/,
        https://github.com/mlr-org/mlr3spatiotempcv,
        https://mlr3book.mlr-org.com
BugReports: https://github.com/mlr-org/mlr3spatiotempcv/issues
Depends: R (>= 3.5.0)
Imports: checkmate, data.table, ggplot2, mlr3 (>= 0.12.0), mlr3misc (>=
        0.9.2), paradox, R6, utils
Suggests: bbotk, blockCV (>= 2.1.4), caret, CAST, ggsci, ggtext, knitr,
        lgr, mlr3filters, mlr3pipelines, mlr3tuning, patchwork, plotly,
        raster, rgdal, rmarkdown, rpart, sf, skmeans, sperrorest,
        testthat (>= 3.0.0), vdiffr (>= 1.0.0), withr
VignetteBuilder: knitr
Config/testthat/edition: 3
Config/testthat/parallel: true
Encoding: UTF-8
LazyData: true
NeedsCompilation: no
RoxygenNote: 7.1.2
Packaged: 2022-03-03 13:59:13 UTC; pjs
Author: Patrick Schratz [aut, cre] (<https://orcid.org/0000-0003-0748-6624>),
  Marc Becker [aut] (<https://orcid.org/0000-0002-8115-0400>),
  Jannes Muenchow [ctb] (<https://orcid.org/0000-0001-7834-4717>),
  Michel Lang [ctb] (<https://orcid.org/0000-0001-9754-0393>)
Maintainer: Patrick Schratz <patrick.schratz@gmail.com>
Repository: CRAN
Date/Publication: 2022-03-03 14:40:02 UTC
Built: R 4.0.5; ; 2022-04-21 10:21:14 UTC; windows
