mlr3spatiotempcv: Spatiotemporal Resampling Methods for 'mlr3'

Extends the mlr3 ML 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.

Package details

AuthorPatrick Schratz [aut, cre] (<>), Marc Becker [aut] (<>), Jannes Muenchow [ctb] (<>), Michel Lang [ctb] (<>)
MaintainerPatrick Schratz <>
Package repositoryView on CRAN
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mlr3spatiotempcv documentation built on April 13, 2021, 5:06 p.m.