OPTICS K-Xi Density-Based Clustering

Provides a novel density-based cluster extraction method, OPTICS k-Xi, and a framework to compare k-Xi models using distance-based metrics to investigate datasets with unknown number of clusters.


Reference manual

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0.1 by Thomas Charlon, 2 years ago

Browse source code at https://github.com/cran/opticskxi

Authors: Thomas Charlon <[email protected]>

Documentation:   PDF Manual  

GPL-3 | file LICENSE license

Imports ggplot2, magrittr

Suggests amap, dbscan, cowplot, fastICA, fpc, ggrepel, grid, grDevices, gtable, knitr, parallel, plyr, reshape2, stats, testthat, utils

See at CRAN