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SpatialML (version 0.1.5)

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

0.1.5

License

GPL (>= 2)

Maintainer

Stamatis Kalogirou

Last Published

September 2nd, 2022

Functions in SpatialML (0.1.5)

predict.grf

Predict Method for Geographical Random Forest

rf.mtry.optim

Optimal mtry

random.test.data

Radmom data generator

grf.bw

Geographically Weighted Random Forest optimal bandwidth selection

Income

Mean household income at lcoal authorities in Greece in 2011

grf

Geographically Weighted Random Forest