GeoDS
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spatial variable importance profile
Spatial machine-learning model diagnostics
How do the predictions of machine-learning and geostatistical models deteriorate with increasing distance to the training locations? Are different predictors instrumental in making predictions at greater versus shorter distances? A novel set of diagnostic tools allows us to answer these questions…
Alexander Brenning
Last updated on 20 Sep 2023
5 min read
machine learning
,
geostatistics
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