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Extends the 'mlr3' ML framework with methods for spatial objects. Data storage and prediction are supported for packages 'terra', 'raster' and 'stars'.

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mlr3 extensions

Suggested packages

Package Options

  • "mlr3.debug": If set to TRUE, parallelization via future is disabled to simplify debugging and provide more concise tracebacks. Note that results computed with debug mode enabled use a different seeding mechanism and are not reproducible.

  • "mlr3.allow_utf8_names": If set to TRUE, checks on the feature names are relaxed, allowing non-ascii characters in column names. This is an experimental and temporal option to pave the way for text analysis, and will likely be removed in a future version of the package. analysis.

References

Becker M, Schratz P (2022). mlr3spatial: Support for Spatial Objects Within the 'mlr3' Ecosystem. https://mlr3spatial.mlr-org.com, https://github.com/mlr-org/mlr3spatial.

Author

Maintainer: Marc Becker marcbecker@posteo.de (ORCID)

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