An Evolutionary Geospatial Regression Tree
A regression tree based on scikit-learn that splits the data using orthogonal, diagonal and ellipse splits. See the examples folder for an example on how to use GeoTree to create geospatial regression tree models for spatial data.
Code for paper: Geerts, M., vanden Broucke, S. & De Weerdt, J. (2023). An Evolutionary Geospatial Regression Tree. In Proceedings of the 2nd International Workshop on Spatio-Temporal Reasoning and Learning (STRL 2023) co-located with the 32nd International Joint Conference on Artificial Intelligence (IJCAI 2023) (Vol. 3475). CEUR Workshop Proceedings. PDF
- Numpy
- Scikit-learn
- Deap