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DESCRIPTION

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Encoding: UTF-8
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LazyData: true
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Roxygen: list(markdown = TRUE)
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RoxygenNote: 7.2.3
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RoxygenNote: 7.3.1
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Collate:
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'DataBackendRaster.R'
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'DataBackendVector.R'

NEWS.md

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# mlr3spatial 0.5.0
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compatibility: Work with new paradox version 1.0.0
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* compatibility: Work with new paradox version 1.0.0
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# mlr3spatial 0.4.1
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README.Rmd

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There are sections about spatial data in the [mlr3book](https://mlr3book.mlr-org.com).
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* Learn how to [predict](https://mlr3book.mlr-org.com/special.html#sec-spatial-prediction) a spatial raster image.
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* Estimate the performance of a model with [spatial cross-validation](https://mlr3book.mlr-org.com/special.html#spatiotemp-cv).
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* Learn how to [predict](https://mlr3book.mlr-org.com/chapters/chapter13/beyond_regression_and_classification.html#sec-spatial-prediction) a spatial raster image.
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* Estimate the performance of a model with [spatial cross-validation](https://mlr3book.mlr-org.com/chapters/chapter13/beyond_regression_and_classification.html#sec-spatiotemporal).
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The gallery features articles about spatial data in the mlr3 ecosystem.
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README.md

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# mlr3spatial <img src="man/figures/logo.png" align="right" width = "120" />
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Package website: [release](https://mlr3spatial.mlr-org.com/) |
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Package website: [release](https://mlr3spatial.mlr-org.com/) \|
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[dev](https://mlr3spatial.mlr-org.com/dev/)
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<!-- badges: start -->
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There are sections about spatial data in the
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[mlr3book](https://mlr3book.mlr-org.com).
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- Learn how to
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[predict](https://mlr3book.mlr-org.com/special.html#sec-spatial-prediction)
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- Learn how to
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[predict](https://mlr3book.mlr-org.com/chapters/chapter13/beyond_regression_and_classification.html#sec-spatial-prediction)
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a spatial raster image.
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- Estimate the performance of a model with [spatial
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cross-validation](https://mlr3book.mlr-org.com/special.html#spatiotemp-cv).
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- Estimate the performance of a model with [spatial
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cross-validation](https://mlr3book.mlr-org.com/chapters/chapter13/beyond_regression_and_classification.html#sec-spatiotemporal).
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The gallery features articles about spatial data in the mlr3 ecosystem.
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- Learn the basics with a [land cover
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- Learn the basics with a [land cover
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classification](https://mlr-org.com/gallery/technical/2023-02-27-land-cover-classification/)
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of the city of Leipzig.
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## FAQ
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<details>
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<summary>Will mlr3spatial support spatial learners?</summary> <br>
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Eventually. It is not yet clear whether these would live in
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<summary>
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Will mlr3spatial support spatial learners?
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</summary>
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<br> Eventually. It is not yet clear whether these would live in
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mlr3extralearners or in mlr3spatial. So far there are none yet.
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</details>
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<details>
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<summary>Why are there two packages, mlr3spatial and
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mlr3spatiotempcv?</summary> <br> mlr3spatiotempcv is solely devoted to
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resampling techniques. There are quite a few and keeping packages small
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is one of the development philosophies of the mlr3 framework. Also back
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in the days when mlr3spatiotempcv was developed, it was not yet clear
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how we want to structure additional spatial components such as
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prediction support for spatial classes and so on.
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<summary>
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Why are there two packages, mlr3spatial and mlr3spatiotempcv?
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</summary>
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<br> mlr3spatiotempcv is solely devoted to resampling techniques. There
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are quite a few and keeping packages small is one of the development
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philosophies of the mlr3 framework. Also back in the days when
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mlr3spatiotempcv was developed, it was not yet clear how we want to
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structure additional spatial components such as prediction support for
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spatial classes and so on.
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</details>

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