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Partitioning clustering algorithms divide data sets into k subsets or partitions so-called clusters. They require some initialization procedures for starting to partition the data sets. Initialization of cluster prototypes is one of such kind of procedures for most of the partitioning algorithms. Cluster prototypes are the data elements, i.e. centroids or medoids, representing the clusters in a data set. In order to initialize cluster prototypes, the package 'inaparc' contains a set of the functions that are the implementations of several linear time-complexity and loglinear time-complexity methods in addition to some novel techniques. Initialization of fuzzy membership degrees matrices is another important task for starting the probabilistic and possibilistic partitioning algorithms. In order to initialize membership degrees matrices required by these algorithms, a number of functions based on some traditional and novel initialization techniques are also available in the package 'inaparc'.

copied from cf-staging / r-inaparc
Type Size Name Uploaded Downloads Labels
conda 269.4 kB | noarch/r-inaparc-1.2.0-r43hc72bb7e_3.conda  10 months and 24 days ago 829 main
conda 278.9 kB | noarch/r-inaparc-1.2.0-r44hc72bb7e_3.conda  10 months and 24 days ago 825 main
conda 271.7 kB | noarch/r-inaparc-1.2.0-r42hc72bb7e_2.conda  1 year and 11 months ago 1230 main
conda 269.4 kB | noarch/r-inaparc-1.2.0-r43hc72bb7e_2.conda  1 year and 11 months ago 1334 main
conda 278.8 kB | noarch/r-inaparc-1.2.0-r41hc72bb7e_1.tar.bz2  2 years and 7 months ago 1591 main
conda 278.8 kB | noarch/r-inaparc-1.2.0-r42hc72bb7e_1.tar.bz2  2 years and 7 months ago 1626 main
conda 278.1 kB | noarch/r-inaparc-1.2.0-r40hc72bb7e_0.tar.bz2  2 years and 11 months ago 2105 main
conda 278.2 kB | noarch/r-inaparc-1.2.0-r41hc72bb7e_0.tar.bz2  2 years and 11 months ago 2079 main
conda 276.8 kB | noarch/r-inaparc-1.1.0-r40hc72bb7e_1.tar.bz2  4 years and 7 days ago 2225 main
conda 277.1 kB | noarch/r-inaparc-1.1.0-r41hc72bb7e_1.tar.bz2  4 years and 7 days ago 2226 main
conda 277.1 kB | noarch/r-inaparc-1.1.0-r36h6115d3f_1.tar.bz2  5 years and 27 days ago 3157 main
conda 276.1 kB | noarch/r-inaparc-1.1.0-r40h6115d3f_1.tar.bz2  5 years and 27 days ago 3049 main
conda 275.9 kB | noarch/r-inaparc-1.1.0-r35h6115d3f_0.tar.bz2  5 years and 3 months ago 3230 main cf202003
conda 277.1 kB | noarch/r-inaparc-1.1.0-r36h6115d3f_0.tar.bz2  5 years and 3 months ago 3265 main cf202003
conda 274.2 kB | noarch/r-inaparc-0.2.0-r35h6115d3f_0.tar.bz2  5 years and 9 months ago 3871 main cf202003
conda 275.6 kB | noarch/r-inaparc-0.2.0-r36h6115d3f_0.tar.bz2  5 years and 9 months ago 3959 main cf202003

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