Skip to contents

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

Learn mlr3

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.


Becker M, Schratz P (2023). mlr3spatial: Support for Spatial Objects Within the 'mlr3' Ecosystem.,


Maintainer: Marc Becker (ORCID)