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vizClust
View on CRAN: Click
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Download and install vizClust package within the R console
Install from CRAN:
install.packages("vizClust")
Install from Github:
library("remotes")
install_github("cran/vizClust") Install by package version:
library("remotes")
install_version("vizClust", "0.1.0") Attach the package and use:
library("vizClust")
Maintained by
Elsa Arribas
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First Published: 2026-06-08
Latest Update: 2026-06-08
Description:
Provides tools to explore and visualize transitions between clusters in multivariate data. The package generates pseudo-samples by interpolating between cluster medoids, enabling the study of gradual changes in feature space. It also computes k-nearest neighbors (KNN)-based statistics to relate pseudo-samples to real data and summarize variable behavior using mean, median, or standard deviation. Finally, the package offers interactive visualizations of variable trajectories along cluster transitions, including both direct trajectory plots and bootstrap-based interactive plots with confidence intervals to assess variability and uncertainty across the transition path.
How to cite:
Elsa Arribas (2026). vizClust: Visualization and Exploration of Cluster Transitions. R package version 0.1.0, https://cran.r-project.org/web/packages/vizClust. Accessed 22 Jun. 2026.
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