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DESCRIPTION
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Package: mapme.classification
Title: Spatial Cross Validation and area of applicability (AOA) calculation for classification and regression
Version: 0.0.0.9000
Authors@R: c(person("MAPME-Initiative", role = c("cre", "cph"), email = "[email protected]"),
person(given = "Darius", family = "Görgen", role = "aut", email = "[email protected]"))
Description: This packages offers some functionality for reoccuring tasks in
spatial-temporal model building and prediction. The full cycle from predictor extraction,
train-test split, cross-validation as well as post-processing and area estimation adjustment
is supported. It relies heavliy on functionality provided by the terra, caret and CAST packages,
thus supporting a very high number of different machine learning algorithms.
The package is part of the MAPME toolset at <https://github.com/mapme-initiative/>
and was developed by MapTailor Geospatial Consulting <https://maptailor.net/>.
License: GPL-3
Encoding: UTF-8
LazyData: true
Depends: R (>= 3.5)
Imports: CAST,
caret,
dplyr,
magrittr,
sf,
terra,
stringr
Roxygen: list(markdown = TRUE)
RoxygenNote: 7.1.2
Suggests:
rmarkdown,
knitr,
randomForest,
ggplot2,
tidyr,
DiagrammeR,
pkgdown
VignetteBuilder: knitr