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