Package: hyperoverlap 1.1.1
hyperoverlap: 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) <doi:10.1111/2041-210X.13363> .
Authors:
hyperoverlap_1.1.1.tar.gz
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hyperoverlap.pdf |hyperoverlap.html✨
hyperoverlap/json (API)
NEWS
| # Install 'hyperoverlap' in R: |
| install.packages('hyperoverlap', repos = c('https://matildabrown.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/matildabrown/hyperoverlap/issues
Last updated 4 years agofrom:40e0e99661. Checks:9 OK. Indexed: yes.
| Target | Result | Latest binary |
|---|---|---|
| Doc / Vignettes | OK | Mar 04 2025 |
| R-4.5-win | OK | Mar 04 2025 |
| R-4.5-mac | OK | Mar 04 2025 |
| R-4.5-linux | OK | Mar 04 2025 |
| R-4.4-win | OK | Mar 04 2025 |
| R-4.4-mac | OK | Mar 04 2025 |
| R-4.4-linux | OK | Mar 04 2025 |
| R-4.3-win | OK | Mar 04 2025 |
| R-4.3-mac | OK | Mar 04 2025 |
Exports:hyperoverlap_detecthyperoverlap_ldahyperoverlap_pairs_plothyperoverlap_plothyperoverlap_set
Dependencies:abindbackportsbase64encbootbroombslibcachemcarcarDataclassclicolorspacecowplotcpp11DerivdigestdoBydplyre1071evaluatefansifarverfastmapfontawesomeFormulafsgenericsggplot2gluegtablehighrhtmltoolshtmlwidgetsisobandjquerylibjsonliteknitrlabelinglatticelifecyclelme4magrittrMASSmatlibMatrixMatrixModelsmemoisemgcvmicrobenchmarkmimeminqamisc3dmodelrmunsellnlmenloptrnnetnumDerivpbkrtestpillarpkgconfigproxypurrrquantregR6rappdirsrbibutilsRColorBrewerRcppRcppEigenRdpackreformulasrglrlangrmarkdownrstudioapisassscalesSparseMstringistringrsurvivaltibbletidyrtidyselecttinytexutf8vctrsviridisLitewithrxfunxtableyaml
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Hyperoverlap: Detection and Visualisation of Overlap in n-Dimensional Space | hyperoverlap |
| Overlap detection in n-dimensional space using support vector machines (SVMs) | hyperoverlap_detect |
| Hyperoverlap visualisation using linear discriminant analysis (LDA) | hyperoverlap_lda |
| Overlap heatmap plotting for analysis of multiple entities | hyperoverlap_pairs_plot |
| Overlap plotting for low-dimensional spaces | hyperoverlap_plot |
| Pairwise overlap detection in n-dimensional space of multiple entities using support vector machines (SVMs) | hyperoverlap_set |
| Storage class for the description of hyperoverlaps | hyperoverlap-class |
