SpatialML (version 0.1.7)

Spatial Machine Learning

Description

Implements a spatial extension of the random forest algorithm (Georganos et al. (2019) ). Allows for a geographically weighted random forest regression including a function to find the optical bandwidth. (Georganos and Kalogirou (2022) ).

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Version

Install

install.packages('SpatialML')

Monthly Downloads

242

Version

0.1.7

License

GPL (>= 2)

Maintainer

Stamatis Kalogirou

Last Published

April 2nd, 2024

Functions in SpatialML (0.1.7)

rf.mtry.optim

Optimal mtry

grf

Geographically Weighted Random Forest Model

grf.bw

Geographically Weighted Random Forest optimal bandwidth selection

predict.grf

Predict Method for Geographical Random Forest

random.test.data

Radmom data generator

Income

Mean household income at lcoal authorities in Greece in 2011