Package: hyperoverlap 1.1.2
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_1.1.2.tar.gz
hyperoverlap_1.1.2.zip(r-4.7-any)hyperoverlap_1.1.2.zip(r-4.6-any)hyperoverlap_1.1.2.zip(r-4.5-any)
hyperoverlap_1.1.2.tgz(r-4.6-any)hyperoverlap_1.1.2.tgz(r-4.5-any)
hyperoverlap_1.1.2.tar.gz(r-4.7-any)hyperoverlap_1.1.2.tar.gz(r-4.6-any)
hyperoverlap_1.1.2.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
hyperoverlap/json (API)
| # 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 from:4969bc1e59. Checks:7 WARNING, 1 ERROR, 1 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel | WARNING | 178 | ||
| source / vignettes | ERROR | 236 | ||
| linux-release | WARNING | 169 | ||
| macos-release | WARNING | 144 | ||
| macos-oldrel | WARNING | 144 | ||
| windows-devel | WARNING | 92 | ||
| windows-release | WARNING | 91 | ||
| windows-oldrel | WARNING | 84 | ||
| wasm-release | OK | 160 |
Exports:hyperoverlap_detecthyperoverlap_ldahyperoverlap_pairs_plothyperoverlap_plothyperoverlap_set
Dependencies:abindbackportsbase64encbootbroombslibcachemcarcarDataclassclicolorspacecowplotcpp11DerivdigestdoBydplyre1071evaluatefarverfastmapfontawesomeforecastFormulafracdifffsgenericsggplot2gluegtablehighrhtmltoolshtmlwidgetsisobandjquerylibjsonliteknitrlabelinglatticelifecyclelme4lmtestmagrittrMASSmatlibMatrixMatrixModelsmemoisemgcvmimeminqamisc3dmodelrnlmenloptrnnetnumDerivpbkrtestpillarpkgconfigproxypurrrquantregR6rappdirsrbibutilsRColorBrewerRcppRcppArmadilloRcppEigenRdpackreformulasrglrlangrmarkdownrstudioapiS7sassscalesSparseMstringistringrsurvivaltibbletidyrtidyselecttimeDatetinytexurcautf8vctrsviridisLitewithrxfunxtableyamlzoo
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| 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 |