Overlap Detection in n-Dimensional Space

Uses support vector machines to identify a perfectly separating hyperplane (linear or curvilinear) between two entities in high-dimensional space. If this plane exists, the entities do not overlap. Applications include overlap detection in morphological, resource or environmental dimensions. More details can be found in: Brown et al. (2020) .


hyperoverlap

Installation

install.packages("devtools");
require(devtools);
install_github("matildabrown/hyperoverlap");
require(hyperoverlap);

Citation

Brown, MJM, Holland, BR, Jordan, GJ. hyperoverlap: Detecting biological overlap in n‐dimensional space. Methods Ecol Evol. 2020; 11: 513– 523. https://doi.org/10.1111/2041-210X.13363

Reference manual

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install.packages("hyperoverlap")

1.1.4 by Matilda Brown, 9 months ago


Browse source code at https://github.com/cran/hyperoverlap


Authors: Matilda Brown [aut, cre] (ORCID: , Greg Jordan [aut]


Documentation:   PDF Manual  


GPL-3 license


Imports e1071, matlib, ggplot2, rgl, misc3d, methods, stats, MASS, graphics

Suggests knitr, rmarkdown, plotrix, rlang, webshot2, markdown


See at CRAN