| Package |
Preservation |
| Title |
Assessing Preservation for Dimension Reduction Algorithms |
| Version |
0.2.1 |
| Date |
2026-09-24Authors@R: c(person("Kevin R.", "Coombes", role = c("cre", "aut"), email = "krc@silicovore.com"), person("Polina", "Bombina", role = "aut")) |
| Description |
Contains tools to compute metrics that can compare the performance of dimension reduction algorithms for the preservation of pairwise distances, neighborhoods, or paths. For distances and neighborhoods, see <doi:10.1101/2025.04.28.651069>. |
| Depends |
R (>= 3.5.0) |
| Imports |
methods, stats, DRquality, emdist, FNN, ProjectionBasedClustering, coRanking |
| Suggests |
knitr, rmarkdown |
| License |
Apache License (== 2.0) |
| LazyLoad |
yes |
| URL |
http://silicovore.com/OOMPA/index.html |
| VignetteBuilder |
knitr |
| NeedsCompilation |
no |
| Packaged |
2026-09-24 14:54:37 UTC; KRC |
| Author |
Kevin R. Coombes [cre, aut], Polina Bombina [aut] |
| Maintainer |
Kevin R. Coombes <krc@silicovore.com> |
| Built |
R 4.6.1; ; 2026-09-24 14:56:51 UTC; windows |
| User Manual | Preservation-manual.pdf |
| R CHECK | 00check.log |
| Vignettes |
CAVA.html |
![OOMPA logo](../tuba2.gif")