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kNNDM CV: k-fold nearest-neighbour distance matching cross-validation for map accuracy estimationOpen Access

Linnenbrink J; Milà C; Ludwig M; Meyer H

Research article (journal) | Peer reviewed

Details about the publication

Journal: Geoscientific Model Development
Volume: 17
Issue: 15
Page range: 5897-5912
Status: Published
Release year: 2024
Language in which the publication is written: English
DOI: 10.5194/gmd-17-5897-2024
Link to the full text: https://gmd.copernicus.org/articles/17/5897/2024/
Keywords: machine learning; spatial mapping; cross-validation; overfitting

Authors from the University of Münster

Linnenbrink, Jan
Professorship of Remote Sensing and Spatial Modelling
Ludwig, Marvin
Professorship of Remote Sensing and Spatial Modelling
Meyer, Hanna
Professorship of Remote Sensing and Spatial Modelling