SpatialML

swMATH41371CRANSpatialMLMaRDI QIDQ1353838

Spatial Machine Learning

Stefanos Georganos, Stamatis Kalogirou

Last update: 8 November 2023

Copyright license: GNU General Public License, version 3.0, GNU General Public License, version 2.0

Software version identifier: 0.1.5, 0.1.3, 0.1.4, 0.1.6

Source code repository: https://github.com/cran/SpatialML

Description

Implements a spatial extension of the random forest algorithm (Georganos et al. (2019) <doi:10.1080/10106049.2019.1595177>). Allows for a geographically weighted random forest regression including a function to find the optical bandwidth. (Georganos and Kalogirou (2022) <https://www.mdpi.com/2220-9964/11/9/471>).

Cites work

• Geographical random forests: a spatial extension of the random forest algorithm to address spatial heterogeneity in remote sensing and population modelling