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mlr-org
mlr3spatiotempcv:Spatiotemporal Resampling Methods for 'mlr3'
Extends the mlr3 machine learning framework with spatio-temporal resampling methods to account for the presence of spatiotemporal autocorrelation (STAC) in predictor variables. STAC may cause highly biased performance estimates in cross-validation if ignored. A JSS article is available at <doi:10.18637/jss.v111.i07>.
Maintained by Patrick Schratz. Last updated 4 months ago.
cross-validationmlr3resamplingresampling-methodsspatialtemporal
50 stars 8.09 score 123 scriptsmlr-org
mlr3spatial:Support for Spatial Objects Within the 'mlr3' Ecosystem
Extends the 'mlr3' ML framework with methods for spatial objects. Data storage and prediction are supported for packages 'terra', 'raster' and 'stars'.
Maintained by Marc Becker. Last updated 1 years ago.
mlr3raster-predictionspatialspatial-modelling
43 stars 6.75 score 66 scripts