Mlr3spatiotempcv: Spatiotemporal Resampling Methods for 'Mlr3'

MCML Authors

Marc Becker

→ Group Bernd Bischl
 Statistical Learning and Data Science

Abstract

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.

manual SB21

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SW Package

Jan. 2021

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Authors

P. Schratz • M. Becker

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Links

URL

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Research Area

 A1 | Statistical Foundations & Explainability