Providing mean partition for ensemble clustering by optimal transport alignment(OTA), uncertainty measures for both partition-wise and cluster-wise assessment and multiple visualization functions to show uncertainty, for instance, membership heat map and plot of covering point set. A partition refers to an overall clustering result.
| Version: | 1.0.2 |
| Depends: | R (≥ 3.1.0) |
| Imports: | Rcpp, ggplot2, RColorBrewer, magrittr, class |
| LinkingTo: | Rcpp |
| Suggests: | knitr, rmarkdown, tsne, umap, HDclust, dbscan, flexclust, mclust |
| Published: | 2019-05-06 |
| Author: | Lixiang Zhang [aut, cre], Beomseok Seo [aut], Lin Lin [aut], Jia Li [aut] |
| Maintainer: | Lixiang Zhang <lzz46 at psu.edu> |
| License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| NeedsCompilation: | yes |
| CRAN checks: | OTclust results |
| Reference manual: | OTclust.pdf |
| Vignettes: |
Vignette Title |
| Package source: | OTclust_1.0.2.tar.gz |
| Windows binaries: | r-devel: OTclust_1.0.2.zip, r-release: OTclust_1.0.2.zip, r-oldrel: OTclust_1.0.2.zip |
| macOS binaries: | r-release: OTclust_1.0.2.tgz, r-oldrel: OTclust_1.0.2.tgz |
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