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Various methods for clustering and cluster validation. Fixed point clustering. Linear regression clustering. Clustering by merging Gaussian mixture components. Symmetric and asymmetric discriminant projections for visualisation of the separation of groupings. Cluster validation statistics for distance based clustering including corrected Rand index. Cluster-wise cluster stability assessment. Methods for estimation of the number of clusters: Calinski-Harabasz, Tibshirani and Walther's prediction strength, Fang and Wang's bootstrap stability. Gaussian/multinomial mixture fitting for mixed continuous/categorical variables. Variable-wise statistics for cluster interpretation. DBSCAN clustering. Interface functions for many clustering methods implemented in R, including estimating the number of clusters with kmeans, pam and clara. Modality diagnosis for Gaussian mixtures. For an overview see package?fpc.

copied from cf-staging / r-fpc
Type Size Name Uploaded Downloads Labels
conda 828.8 kB | noarch/r-fpc-2.2_5-r36h6115d3f_0.tar.bz2  5 years and 6 months ago 3511 main cf202003
conda 821.4 kB | noarch/r-fpc-2.2_5-r35h6115d3f_0.tar.bz2  5 years and 6 months ago 5283 main cf202003
conda 821.8 kB | noarch/r-fpc-2.2_4-r35h6115d3f_0.tar.bz2  5 years and 7 months ago 3524 main cf202003
conda 828.6 kB | noarch/r-fpc-2.2_4-r36h6115d3f_0.tar.bz2  5 years and 7 months ago 3587 main cf202003
conda 806.6 kB | noarch/r-fpc-2.2_3-r35h6115d3f_1.tar.bz2  6 years and 1 month ago 4947 main cf202003
conda 813.5 kB | noarch/r-fpc-2.2_3-r36h6115d3f_1.tar.bz2  6 years and 1 month ago 4443 main cf202003
conda 806.6 kB | noarch/r-fpc-2.2_3-r35h6115d3f_0.tar.bz2  6 years and 1 month ago 4197 main cf202003
conda 807.0 kB | noarch/r-fpc-2.2_2-r35h6115d3f_0.tar.bz2  6 years and 1 month ago 4045 main cf202003
conda 655.3 kB | noarch/r-fpc-2.1_11.1-r351h6115d3f_1001.tar.bz2  6 years and 9 months ago 6608 main cf202003 gcc7 cf201901
conda 714.0 kB | win-64/r-fpc-2.1_11.1-r351h6115d3f_1.tar.bz2  6 years and 10 months ago 1752 main cf202003 cf201901
conda 514.8 kB | win-64/r-fpc-2.1_11.1-r341h6115d3f_1.tar.bz2  6 years and 10 months ago 1770 main cf202003 cf201901
conda 655.5 kB | linux-64/r-fpc-2.1_11.1-r351h6115d3f_1.tar.bz2  6 years and 10 months ago 5201 main cf202003 cf201901
conda 455.4 kB | linux-64/r-fpc-2.1_11.1-r341h6115d3f_1.tar.bz2  6 years and 10 months ago 6878 main cf202003 cf201901
conda 654.5 kB | osx-64/r-fpc-2.1_11.1-r351h6115d3f_1.tar.bz2  6 years and 10 months ago 426 main cf202003 cf201901
conda 454.7 kB | osx-64/r-fpc-2.1_11.1-r341h6115d3f_1.tar.bz2  6 years and 10 months ago 521 main cf202003 cf201901
conda 453.9 kB | osx-64/r-fpc-2.1_11.1-r341_0.tar.bz2  7 years and 1 month ago 394 main cf202003 cf201901
conda 514.4 kB | win-64/r-fpc-2.1_11.1-r341_0.tar.bz2  7 years and 1 month ago 1836 main cf202003 cf201901
conda 454.3 kB | linux-64/r-fpc-2.1_11.1-r341_0.tar.bz2  7 years and 1 month ago 5857 main cf202003 cf201901
conda 434.6 kB | osx-64/r-fpc-2.1_10-r3.4.1_0.tar.bz2  7 years and 11 months ago 967 main cf202003 cf201901
conda 493.4 kB | win-64/r-fpc-2.1_10-r3.4.1_0.tar.bz2  7 years and 11 months ago 2447 main cf202003 cf201901
conda 435.2 kB | linux-64/r-fpc-2.1_10-r3.4.1_0.tar.bz2  7 years and 11 months ago 7298 main cf202003 cf201901
conda 434.1 kB | osx-64/r-fpc-2.1_10-r3.3.2_0.tar.bz2  7 years and 11 months ago 904 main cf202003 cf201901
conda 495.0 kB | win-64/r-fpc-2.1_10-r3.3.2_0.tar.bz2  7 years and 11 months ago 2448 main cf202003 cf201901
conda 434.5 kB | linux-64/r-fpc-2.1_10-r3.3.2_0.tar.bz2  7 years and 11 months ago 7047 main cf202003 cf201901

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