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pat-s committed Jun 14, 2022
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18 changes: 9 additions & 9 deletions R/autoplot.R
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Expand Up @@ -49,7 +49,7 @@
#' @return [ggplot()] or list of ggplot2 objects.
#' @name autoplot.ResamplingSpCVBlock
#' @seealso
#' - mlr3book chapter on ["Spatiotemporal Visualization"](https://mlr3book.mlr-org.com/special-tasks.html#vis-spt-partitions)
#' - mlr3book chapter on ["Spatiotemporal Visualization"](https://mlr3book.mlr-org.com/08-special-spatiotemp.html#vis-spt-partitions)
#' - [autoplot.ResamplingSpCVBuffer()]
#' - [autoplot.ResamplingSpCVCoords()]
#' - [autoplot.ResamplingSpCVEnv()]
Expand Down Expand Up @@ -174,7 +174,7 @@ plot.ResamplingRepeatedSpCVBlock = function(x, ...) {
#' [ResamplingRepeatedSpCVEnv].
#' @export
#' @seealso
#' - mlr3book chapter on ["Spatiotemporal Visualization"](https://mlr3book.mlr-org.com/special-tasks.html#vis-spt-partitions)
#' - mlr3book chapter on ["Spatiotemporal Visualization"](https://mlr3book.mlr-org.com/08-special-spatiotemp.html#vis-spt-partitions)
#' - [autoplot.ResamplingSpCVBlock()]
#' - [autoplot.ResamplingSpCVBuffer()]
#' - [autoplot.ResamplingSpCVCoords()]
Expand Down Expand Up @@ -273,7 +273,7 @@ plot.ResamplingRepeatedSpCVEnv = function(x, ...) {
#' [ResamplingRepeatedSpCVCoords].
#' @export
#' @seealso
#' - mlr3book chapter on ["Spatiotemporal Visualization"](https://mlr3book.mlr-org.com/special-tasks.html#vis-spt-partitions)
#' - mlr3book chapter on ["Spatiotemporal Visualization"](https://mlr3book.mlr-org.com/08-special-spatiotemp.html#vis-spt-partitions)
#' - [autoplot.ResamplingSpCVBlock()]
#' - [autoplot.ResamplingSpCVBuffer()]
#' - [autoplot.ResamplingSpCVEnv()]
Expand Down Expand Up @@ -382,7 +382,7 @@ plot.ResamplingRepeatedSpCVCoords = function(x, ...) {
#' @name autoplot.ResamplingSptCVCluto
#' @export
#' @seealso
#' - mlr3book chapter on ["Spatiotemporal Visualization"](https://mlr3book.mlr-org.com/special-tasks.html#vis-spt-partitions)
#' - mlr3book chapter on ["Spatiotemporal Visualization"](https://mlr3book.mlr-org.com/08-special-spatiotemp.html#vis-spt-partitions)
#' - Vignette [Spatiotemporal Visualization](https://mlr3spatiotempcv.mlr-org.com/articles/spatiotemp-viz.html).
#' - [autoplot.ResamplingSpCVBlock()]
#' - [autoplot.ResamplingSpCVBuffer()]
Expand Down Expand Up @@ -511,7 +511,7 @@ plot.ResamplingRepeatedSptCVCluto = function(x, ...) {
#' Whether to show points not used in train or test set for the current fold.
#' @export
#' @seealso
#' - mlr3book chapter on ["Spatiotemporal Visualization"](https://mlr3book.mlr-org.com/special-tasks.html#vis-spt-partitions)
#' - mlr3book chapter on ["Spatiotemporal Visualization"](https://mlr3book.mlr-org.com/08-special-spatiotemp.html#vis-spt-partitions)
#' - Vignette [Spatiotemporal Visualization](https://mlr3spatiotempcv.mlr-org.com/articles/spatiotemp-viz.html).
#' - [autoplot.ResamplingSpCVBlock()]
#' - [autoplot.ResamplingSpCVBuffer()]
Expand Down Expand Up @@ -645,7 +645,7 @@ plot.ResamplingRepeatedSpCVDisc = function(x, ...) {
#' Whether to show points not used in train or test set for the current fold.
#' @export
#' @seealso
#' - mlr3book chapter on ["Spatiotemporal Visualization"](https://mlr3book.mlr-org.com/special-tasks.html#vis-spt-partitions)
#' - mlr3book chapter on ["Spatiotemporal Visualization"](https://mlr3book.mlr-org.com/08-special-spatiotemp.html#vis-spt-partitions)
#' - Vignette [Spatiotemporal Visualization](https://mlr3spatiotempcv.mlr-org.com/articles/spatiotemp-viz.html).
#' - [autoplot.ResamplingSpCVBlock()]
#' - [autoplot.ResamplingSpCVBuffer()]
Expand Down Expand Up @@ -773,7 +773,7 @@ plot.ResamplingRepeatedSpCVTiles = function(x, ...) {
#' mlr3 spatial resampling object of class [ResamplingSpCVBuffer].
#' @export
#' @seealso
#' - mlr3book chapter on ["Spatiotemporal Visualization"](https://mlr3book.mlr-org.com/special-tasks.html#vis-spt-partitions)
#' - mlr3book chapter on ["Spatiotemporal Visualization"](https://mlr3book.mlr-org.com/08-special-spatiotemp.html#vis-spt-partitions)
#' - [autoplot.ResamplingSpCVBlock()]
#' - [autoplot.ResamplingSpCVCoords()]
#' - [autoplot.ResamplingSpCVEnv()]
Expand Down Expand Up @@ -851,7 +851,7 @@ plot.ResamplingSpCVBuffer = function(x, ...) {
#' @inheritParams autoplot.ResamplingSpCVBlock
#' @export
#' @seealso
#' - mlr3book chapter on ["Spatiotemporal Visualization"](https://mlr3book.mlr-org.com/special-tasks.html#vis-spt-partitions)
#' - mlr3book chapter on ["Spatiotemporal Visualization"](https://mlr3book.mlr-org.com/08-special-spatiotemp.html#vis-spt-partitions)
#' - [autoplot.ResamplingSpCVBlock()]
#' - [autoplot.ResamplingSpCVBuffer()]
#' - [autoplot.ResamplingSpCVCoords()]
Expand Down Expand Up @@ -934,7 +934,7 @@ autoplot.ResamplingRepeatedCV = function( # nolint
#' @inheritParams autoplot.ResamplingSpCVBlock
#' @export
#' @seealso
#' - mlr3book chapter on ["Spatiotemporal Visualization"](https://mlr3book.mlr-org.com/special-tasks.html#vis-spt-partitions)
#' - mlr3book chapter on ["Spatiotemporal Visualization"](https://mlr3book.mlr-org.com/08-special-spatiotemp.html#vis-spt-partitions)
#' - [autoplot.ResamplingSpCVBlock()]
#' - [autoplot.ResamplingSpCVBuffer()]
#' - [autoplot.ResamplingSpCVCoords()]
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2 changes: 1 addition & 1 deletion R/autoplot_spcv_cstf.R
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Expand Up @@ -61,7 +61,7 @@
#' `static_image = TRUE`.
#' @export
#' @seealso
#' - mlr3book chapter on ["Spatiotemporal Visualization"](https://mlr3book.mlr-org.com/special-tasks.html#vis-spt-partitions)
#' - mlr3book chapter on ["Spatiotemporal Visualization"](https://mlr3book.mlr-org.com/08-special-spatiotemp.html#vis-spt-partitions)
#' - Vignette [Spatiotemporal Visualization](https://mlr3spatiotempcv.mlr-org.com/articles/spatiotemp-viz.html).
#' - [autoplot.ResamplingSpCVBlock()]
#' - [autoplot.ResamplingSpCVBuffer()]
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2 changes: 1 addition & 1 deletion R/zzz.R
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Expand Up @@ -8,7 +8,7 @@
#' @importFrom utils globalVariables
#' @section Main resources:
#' * Book on mlr3: \url{https://mlr3book.mlr-org.com}
#' * mlr3book section about spatiotemporal data: \url{https://mlr3book.mlr-org.com/special-tasks.html#spatiotemporal}
#' * mlr3book section about spatiotemporal data: \url{https://mlr3book.mlr-org.com/08-special-spatiotemp.html}
#' * package vignettes: \url{https://mlr3spatiotempcv.mlr-org.com/dev/articles/}
#'
#' ## Miscellaneous \pkg{mlr3} content
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2 changes: 1 addition & 1 deletion README.md
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Expand Up @@ -35,7 +35,7 @@ install.packages('mlr3spatiotempcv', mlrorg = 'https://mlr-org.r-universe.dev')

See the ["Get Started"](https://mlr3spatiotempcv.mlr-org.com/articles/mlr3spatiotempcv.html) vignette for a quick introduction.

For more detailed information including an usage example see the ["Spatiotemporal Analysis"](https://mlr3book.mlr-org.com/special-tasks.html#spatiotemporal) chapter in the mlr3book.
For more detailed information including an usage example see the ["Spatiotemporal Analysis"](https://mlr3book.mlr-org.com/08-special-spatiotemp.html) chapter in the mlr3book.

Article ["Spatiotemporal Visualization"](https://mlr3spatiotempcv.mlr-org.com/articles/spatiotemp-viz.html) shows how 3D subplots grids can be created.

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2 changes: 1 addition & 1 deletion man/autoplot.ResamplingCV.Rd

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2 changes: 1 addition & 1 deletion man/autoplot.ResamplingCustomCV.Rd

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2 changes: 1 addition & 1 deletion man/autoplot.ResamplingSpCVBlock.Rd

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2 changes: 1 addition & 1 deletion man/autoplot.ResamplingSpCVBuffer.Rd

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2 changes: 1 addition & 1 deletion man/autoplot.ResamplingSpCVCoords.Rd

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2 changes: 1 addition & 1 deletion man/autoplot.ResamplingSpCVDisc.Rd

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2 changes: 1 addition & 1 deletion man/autoplot.ResamplingSpCVEnv.Rd

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2 changes: 1 addition & 1 deletion man/autoplot.ResamplingSpCVTiles.Rd

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2 changes: 1 addition & 1 deletion man/autoplot.ResamplingSptCVCluto.Rd

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2 changes: 1 addition & 1 deletion man/autoplot.ResamplingSptCVCstf.Rd

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2 changes: 1 addition & 1 deletion man/mlr3spatiotempcv-package.Rd

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6 changes: 3 additions & 3 deletions vignettes/mlr3spatiotempcv.Rmd
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Expand Up @@ -26,8 +26,8 @@ library(mlr3spatiotempcv)
```

This package adds resampling methods for the {mlr3} package framework suited for spatial, temporal and spatiotemporal data.
These methods can help to reduce the influence of [autocorrelation](https://mlr3book.mlr-org.com/special-tasks.html#spatiotemporal-intro) on performance estimates when performing cross-validation.
While this article gives a rather technical introduction to the package, a more applied approach can be found in the [mlr3book section on "Spatiotemporal Analysis"](https://mlr3book.mlr-org.com/special-tasks.html#spatiotemporal).
These methods can help to reduce the influence of [autocorrelation](https://mlr3book.mlr-org.com/08-special-spatiotemp.html#spatiotemporal-intro) on performance estimates when performing cross-validation.
While this article gives a rather technical introduction to the package, a more applied approach can be found in the [mlr3book section on "Spatiotemporal Analysis"](https://mlr3book.mlr-org.com/08-special-spatiotemp.html).

After loading the package via `library("mlr3spatiotempcv")`, the spatiotemporal resampling methods and example tasks provided by {mlr3spatiotempcv} are available to the user **alongside the default {mlr3} resampling methods and tasks**.

Expand Down Expand Up @@ -63,7 +63,7 @@ task = TaskClassifST$new("ecuador",
```

Now this Task can be used as a normal {mlr3} task in any kind of modeling scenario.
Have a look at the [mlr3book section on "Spatiotemporal Analysis"](https://mlr3book.mlr-org.com/special-tasks.html#spatiotemporal) on how to apply a spatiotemporal resampling method to such a task.
Have a look at the [mlr3book section on "Spatiotemporal Analysis"](https://mlr3book.mlr-org.com/08-special-spatiotemp.html) on how to apply a spatiotemporal resampling method to such a task.

# Contributed reflections by {mlr3spatiotempcv}

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