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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 655.3 kB | noarch/r-fpc-2.1_11.1-r351h6115d3f_1001.tar.bz2  6 years and 8 months ago 6597 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 1751 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 1769 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 5189 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 6864 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 27 days ago 394 main cf202003 cf201901
conda 514.4 kB | win-64/r-fpc-2.1_11.1-r341_0.tar.bz2  7 years and 27 days ago 1835 main cf202003 cf201901
conda 454.3 kB | linux-64/r-fpc-2.1_11.1-r341_0.tar.bz2  7 years and 27 days ago 5844 main cf202003 cf201901
conda 434.6 kB | osx-64/r-fpc-2.1_10-r3.4.1_0.tar.bz2  7 years and 10 months ago 902 main cf202003 cf201901
conda 493.4 kB | win-64/r-fpc-2.1_10-r3.4.1_0.tar.bz2  7 years and 10 months ago 2362 main cf202003 cf201901
conda 435.2 kB | linux-64/r-fpc-2.1_10-r3.4.1_0.tar.bz2  7 years and 10 months ago 7206 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 828 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 2374 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 6976 main cf202003 cf201901

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