Introducing Spatial Heterogeneity via Regionalization Methods in Machine Learning Models for Geographical Prediction: A Spatially Conscious Paradigm
This study addresses the challenge of incorporating spatial heterogeneity in predictive modeling by introducing regionalization methods in the preprocessing step of the modeling workflow. Spatial heterogeneity, where the mean of attribute values varies across spatial units, poses difficulties for t...
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| Main Authors: | , |
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| Format: | Article |
| Language: | English |
| Published: |
European Association of Geographers
2024-10-01
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| Series: | European Journal of Geography |
| Subjects: | |
| Online Access: | https://www.eurogeojournal.eu/index.php/egj/article/view/667 |
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