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Do Location Encoders Capture Spatial Effects? A GeoShapley Benchmark Across Scales

Kiv, Daniel et al.
arXiv (All) · Papers
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machine-learning
Location encoders transform geographic coordinates into high dimensional embeddings for downstream machine learning, but it is unclear how well these representations capture interpretable spatial effects. We benchmark whether GeoShapley, a game-theoretic explainer that treats all location features a
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