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

JournalGeoscientific Model Development
Volume17
Issue15
Page range5897-5912
StatusPublished
Release year2024
Language in which the publication is writtenEnglish
DOI10.5194/gmd-17-5897-2024
Link to the full texthttps://gmd.copernicus.org/articles/17/5897/2024/
Keywordsmachine 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