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DESCRIPTION
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Package: mlr3spatiotempcv
Title: Spatiotemporal Resampling Methods for 'mlr3'
Version: 2.0.0
Authors@R: c(
person("Patrick", "Schratz", , "[email protected]", role = c("aut", "cre"),
comment = c(ORCID = "0000-0003-0748-6624")),
person("Marc", "Becker", , "[email protected]", role = "aut",
comment = c(ORCID = "0000-0002-8115-0400")),
person("Jannes", "Muenchow", , "[email protected]", role = "ctb",
comment = c(ORCID = "0000-0001-7834-4717")),
person("Michel", "Lang", , "[email protected]", role = "ctb",
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:
mlr3 (>= 0.12.0),
R (>= 3.5.0)
Imports:
checkmate,
data.table,
ggplot2,
mlr3misc (>= 0.9.2),
paradox,
R6,
utils
Suggests:
bbotk,
blockCV (>= 2.1.4),
caret,
ggsci,
ggtext,
knitr,
lgr,
mlr3filters,
mlr3pipelines,
mlr3tuning,
patchwork,
here,
plotly,
raster,
rgdal,
rmarkdown,
rpart,
sf,
skmeans,
sperrorest,
terra,
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
Roxygen: list(markdown = TRUE)
RoxygenNote: 7.2.0