OTclust
Mean Partition, Uncertainty Assessment, Cluster Validation and Visualization Selection for Cluster Analysis
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. Jia Li, Beomseok Seo, and Lin Lin (2019) <doi:10.1002/sam.11418>. Lixiang Zhang, Lin Lin, and Jia Li (2020) <doi:10.1093/bioinformatics/btaa165>.
Versions across snapshots
| Version | Repository | File | Size |
|---|---|---|---|
1.0.6 |
rolling linux/jammy R-4.5 | OTclust_1.0.6.tar.gz |
1.0 MiB |
1.0.6 |
rolling linux/noble R-4.5 | OTclust_1.0.6.tar.gz |
1.0 MiB |
1.0.6 |
rolling source/ R- | OTclust_1.0.6.tar.gz |
2.3 MiB |
1.0.6 |
latest linux/jammy R-4.5 | OTclust_1.0.6.tar.gz |
1.0 MiB |
1.0.6 |
latest linux/noble R-4.5 | OTclust_1.0.6.tar.gz |
1.0 MiB |
1.0.6 |
latest source/ R- | OTclust_1.0.6.tar.gz |
2.3 MiB |
1.0.6 |
2026-04-26 source/ R- | OTclust_1.0.6.tar.gz |
2.3 MiB |
1.0.6 |
2026-04-23 source/ R- | OTclust_1.0.6.tar.gz |
2.3 MiB |
1.0.6 |
2026-04-09 windows/windows R-4.5 | OTclust_1.0.6.zip |
1.3 MiB |
1.0.6 |
2025-04-20 source/ R- | OTclust_1.0.6.tar.gz |
2.3 MiB |