Package: clusTransition 1.0
Muhammad Atif
clusTransition: Monitor Changes in Cluster Solutions of Dynamic Datasets
Monitor and trace changes in clustering solutions of accumulating datasets at successive time points. The clusters can adopt External and Internal transition at succeeding time points. The External transitions comprise of Survived, Merged, Split, Disappeared, and newly Emerged candidates. In contrast, Internal transition includes changes in location and cohesion of the survived clusters. The package uses MONIC framework developed by Spiliopoulou, Ntoutsi, Theodoridis, and Schult (2006)<doi:10.1145/1150402.1150491> .
Authors:
clusTransition_1.0.tar.gz
clusTransition_1.0.tar.gz(r-4.5-noble)clusTransition_1.0.tar.gz(r-4.4-noble)
clusTransition_1.0.tgz(r-4.4-emscripten)clusTransition_1.0.tgz(r-4.3-emscripten)
clusTransition.pdf |clusTransition.html✨
clusTransition/json (API)
| # Install 'clusTransition' in R: |
| install.packages('clusTransition', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated 4 years agofrom:2782b0ad09. Checks:OK: 2. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Oct 21 2024 |
| R-4.5-linux | OK | Oct 21 2024 |
Exports:moplotOverlapOverLapTransition
Dependencies:classflexclustlatticeMASSmodeltools
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Class Clustering | Clustering Clustering-class |
| Clustering. | Clusters Clusters,Clustering,matrix,numeric-method Clusters,Clustering-method |
| Synthetic Datasets (Two Dimensional) | Data2D |
| Synthetic Datasets (Three Dimensional) | Data3D |
| External Transition Candidate. | extTransitionCan extTransitionCan,TransitionCan-method extTransitionCan-method |
| External Transition Count | extTransitionCount extTransitionCount,TransitionCount-method extTransitionCount-method |
| Internal Transition Candidates. | internalTransition internalTransition,intTransitionCan-method internalTransition-method |
| Internal Transition Candidates | intTransitionCan intTransitionCan-class |
| An S4 class that contain time steps | Monic |
| plot Method for output | moplot moplot,Monic-method moplot-method |
| Overlap | Clustering, Clustering-method Overlap OverLap, OverLap,ANY,ANY-methods Overlap,OverLap,ANY,ANY-method Overlap,OverLap,Clustering,Clustering-method |
| Overlap between clusters | OverLap OverLap-class |
| Show Method for output | show,Monic-method show-method |
| Monitor Transitions in Cluster Solutions. | Transition |
| External Transition Candidates | TransitionCan TransitionCan-class |
| External Transition Count | TransitionCount TransitionCount-class |