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#spatialml

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Jakub Nowosad<p>🚨 Final part of our Spatial ML with R series ! 🚨</p><p>We explore spatial cross-validation with sperrorest &amp; blockCV — tools outside the usual ML frameworks 📦<br> <br>URL: <a href="https://geocompx.org/post/2025/sml-bp6/" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">geocompx.org/post/2025/sml-bp6/</span><span class="invisible"></span></a> </p><p><a href="https://fosstodon.org/tags/rstats" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>rstats</span></a> <a href="https://fosstodon.org/tags/SpatialML" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>SpatialML</span></a> <a href="https://fosstodon.org/tags/rspatial" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>rspatial</span></a></p>
Jakub Nowosad<p>🚀 New blog post! Part 5 of our series on spatial ML with <a href="https://fosstodon.org/tags/RStats" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>RStats</span></a> explores specialized packages: RandomForestsGLS, spatialRF, and meteo -- tools beyond caret, tidymodels, &amp; mlr3.</p><p>URL: <a href="https://geocompx.org/post/2025/sml-bp5/" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">geocompx.org/post/2025/sml-bp5</span><span class="invisible">/</span></a></p><p><a href="https://fosstodon.org/tags/SpatialML" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>SpatialML</span></a> <a href="https://fosstodon.org/tags/RSpatial" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>RSpatial</span></a> <a href="https://fosstodon.org/tags/MachineLearning" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>MachineLearning</span></a></p>
Jakub Nowosad<p>New blog post by Jan Linnenbrink: Spatial machine learning with caret 📍</p><p>Using `caret` to predict air temperature in Spain with spatial data, addressing autocorrelation and extrapolation with `blockCV` and `CAST`.</p><p>Read here: <a href="https://geocompx.org/post/2025/sml-bp2/" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">geocompx.org/post/2025/sml-bp2</span><span class="invisible">/</span></a> </p><p><a href="https://fosstodon.org/tags/rstats" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>rstats</span></a> <a href="https://fosstodon.org/tags/SpatialML" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>SpatialML</span></a> <a href="https://fosstodon.org/tags/rspatial" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>rspatial</span></a></p>