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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 833.0 kB | noarch/r-fpc-2.2_13-r43hc72bb7e_0.conda  11 months and 20 hours ago 1692 main
conda 856.1 kB | noarch/r-fpc-2.2_13-r44hc72bb7e_0.conda  11 months and 20 hours ago 1343 main
conda 853.2 kB | noarch/r-fpc-2.2_12-r44hc72bb7e_1.conda  1 year and 1 month ago 951 main
conda 832.8 kB | noarch/r-fpc-2.2_12-r43hc72bb7e_1.conda  1 year and 1 month ago 1209 main
conda 833.0 kB | noarch/r-fpc-2.2_12-r43hc72bb7e_0.conda  1 year and 3 months ago 1376 main
conda 834.4 kB | noarch/r-fpc-2.2_12-r42hc72bb7e_0.conda  1 year and 3 months ago 1281 main
conda 833.2 kB | noarch/r-fpc-2.2_11-r42hc72bb7e_0.conda  1 year and 8 months ago 1380 main
conda 832.2 kB | noarch/r-fpc-2.2_11-r43hc72bb7e_0.conda  1 year and 8 months ago 1494 main
conda 831.2 kB | noarch/r-fpc-2.2_10-r43hc72bb7e_1.conda  2 years and 2 months ago 1966 main
conda 833.6 kB | noarch/r-fpc-2.2_10-r42hc72bb7e_1.conda  2 years and 2 months ago 1934 main
conda 833.3 kB | noarch/r-fpc-2.2_10-r41hc72bb7e_0.conda  2 years and 7 months ago 2804 main
conda 835.1 kB | noarch/r-fpc-2.2_10-r42hc72bb7e_0.conda  2 years and 7 months ago 2324 main
conda 847.1 kB | noarch/r-fpc-2.2_9-r41hc72bb7e_1.tar.bz2  2 years and 10 months ago 2088 main
conda 849.6 kB | noarch/r-fpc-2.2_9-r42hc72bb7e_1.tar.bz2  2 years and 10 months ago 2139 main
conda 848.3 kB | noarch/r-fpc-2.2_9-r41hc72bb7e_0.tar.bz2  4 years and 2 months ago 3694 main
conda 846.7 kB | noarch/r-fpc-2.2_9-r40hc72bb7e_0.tar.bz2  4 years and 8 months ago 3555 main
conda 849.8 kB | noarch/r-fpc-2.2_9-r36hc72bb7e_0.tar.bz2  4 years and 8 months ago 3276 main
conda 848.7 kB | noarch/r-fpc-2.2_8-r36h6115d3f_0.tar.bz2  4 years and 11 months ago 2969 main
conda 846.2 kB | noarch/r-fpc-2.2_8-r40h6115d3f_0.tar.bz2  4 years and 11 months ago 3011 main
conda 849.0 kB | noarch/r-fpc-2.2_7-r36h6115d3f_0.tar.bz2  5 years and 1 month ago 3198 main
conda 844.8 kB | noarch/r-fpc-2.2_7-r40h6115d3f_0.tar.bz2  5 years and 1 month ago 3222 main
conda 848.4 kB | noarch/r-fpc-2.2_6-r36h6115d3f_0.tar.bz2  5 years and 2 months ago 3154 main
conda 847.1 kB | noarch/r-fpc-2.2_6-r40h6115d3f_0.tar.bz2  5 years and 2 months ago 3131 main
conda 827.7 kB | noarch/r-fpc-2.2_5-r36h6115d3f_1.tar.bz2  5 years and 3 months ago 3273 main
conda 823.4 kB | noarch/r-fpc-2.2_5-r40h6115d3f_1.tar.bz2  5 years and 3 months ago 3271 main

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