Detecting Class Overlapping Regions in Multidimensional Data

The issue of overlapping regions in multidimensional data arises when different classes or clusters share similar feature representations, making it challenging to delineate distinct boundaries between them accurately. This package provides methods for detecting and visualizing these overlapping regions using partitional clustering techniques based on nearest neighbor distances.


Reference manual

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install.packages("clap")

0.1.0 by Priyanga Dilini Talagala, 2 years ago


https://github.com/pridiltal/clap


Report a bug at https://github.com/pridiltal/clap/issues


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


Authors: Priyanga Dilini Talagala [aut, cre, cph]


Documentation:   PDF Manual  


GPL-3 license


Imports mclust, FNN, dplyr, stats, rlang

Suggests ggplot2


See at CRAN