Hyperparameter tuning and performance assessment of statistical and machine-learning algorithms using spatial data

Published 2019 View Full Article

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Title
Hyperparameter tuning and performance assessment of statistical and machine-learning algorithms using spatial data
Authors
Keywords
Spatial modeling, Machine-learning, Spatial autocorrelation, Hyperparameter tuning, Spatial cross-validation
Journal
ECOLOGICAL MODELLING
Volume 406, Issue -, Pages 109-120
Publisher
Elsevier BV
Online
2019-06-20
DOI
10.1016/j.ecolmodel.2019.06.002

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