CRAN/E | SpatialML

SpatialML

Spatial Machine Learning

Installation

About

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) ).

stamatisgeoai.eu/

Key Metrics

Version 0.1.7
R ≥ 4.3.0
Published 2024-04-02 25 days ago
Needs compilation? no
License GPL-2
License GPL-3
CRAN checks SpatialML results

Downloads

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Maintainer

Maintainer

Stamatis Kalogirou

stamatis.science@gmail.com

Authors

Stamatis Kalogirou

aut / cre

Stefanos Georganos

aut / ctb

Material

Reference manual
Package source

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

SpatialML archive

Depends

R ≥ 4.3.0
ranger ≥ 0.15.1
caret ≥ 6.0
randomForest ≥ 4.7