SpatialML: Spatial Machine Learning

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>).

Getting started

Package details

AuthorStamatis Kalogirou [aut, cre], Stefanos Georganos [aut, ctb]
MaintainerStamatis Kalogirou <stamatis.science@gmail.com>
LicenseGPL (>= 2)
Version0.1.7
URL https://stamatisgeoai.eu/
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("SpatialML")

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SpatialML documentation built on June 22, 2024, 7 p.m.