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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  9 months and 6 days ago 1361 main
conda 856.1 kB | noarch/r-fpc-2.2_13-r44hc72bb7e_0.conda  9 months and 6 days ago 1126 main
conda 853.2 kB | noarch/r-fpc-2.2_12-r44hc72bb7e_1.conda  11 months and 10 days ago 862 main
conda 832.8 kB | noarch/r-fpc-2.2_12-r43hc72bb7e_1.conda  11 months and 10 days ago 1109 main
conda 833.0 kB | noarch/r-fpc-2.2_12-r43hc72bb7e_0.conda  1 year and 1 month ago 1285 main
conda 834.4 kB | noarch/r-fpc-2.2_12-r42hc72bb7e_0.conda  1 year and 1 month ago 1183 main
conda 833.2 kB | noarch/r-fpc-2.2_11-r42hc72bb7e_0.conda  1 year and 6 months ago 1301 main
conda 832.2 kB | noarch/r-fpc-2.2_11-r43hc72bb7e_0.conda  1 year and 6 months ago 1407 main
conda 831.2 kB | noarch/r-fpc-2.2_10-r43hc72bb7e_1.conda  2 years and 15 days ago 1882 main
conda 833.6 kB | noarch/r-fpc-2.2_10-r42hc72bb7e_1.conda  2 years and 15 days ago 1849 main
conda 833.3 kB | noarch/r-fpc-2.2_10-r41hc72bb7e_0.conda  2 years and 5 months ago 2612 main
conda 835.1 kB | noarch/r-fpc-2.2_10-r42hc72bb7e_0.conda  2 years and 5 months ago 2239 main
conda 847.1 kB | noarch/r-fpc-2.2_9-r41hc72bb7e_1.tar.bz2  2 years and 8 months ago 2003 main
conda 849.6 kB | noarch/r-fpc-2.2_9-r42hc72bb7e_1.tar.bz2  2 years and 8 months ago 2065 main
conda 848.3 kB | noarch/r-fpc-2.2_9-r41hc72bb7e_0.tar.bz2  4 years and 1 month ago 3612 main
conda 846.7 kB | noarch/r-fpc-2.2_9-r40hc72bb7e_0.tar.bz2  4 years and 6 months ago 3475 main
conda 849.8 kB | noarch/r-fpc-2.2_9-r36hc72bb7e_0.tar.bz2  4 years and 6 months ago 3190 main
conda 848.7 kB | noarch/r-fpc-2.2_8-r36h6115d3f_0.tar.bz2  4 years and 9 months ago 2888 main
conda 846.2 kB | noarch/r-fpc-2.2_8-r40h6115d3f_0.tar.bz2  4 years and 9 months ago 2923 main
conda 849.0 kB | noarch/r-fpc-2.2_7-r36h6115d3f_0.tar.bz2  5 years and 4 days ago 3113 main
conda 844.8 kB | noarch/r-fpc-2.2_7-r40h6115d3f_0.tar.bz2  5 years and 4 days ago 3136 main
conda 848.4 kB | noarch/r-fpc-2.2_6-r36h6115d3f_0.tar.bz2  5 years and 6 days ago 3073 main
conda 847.1 kB | noarch/r-fpc-2.2_6-r40h6115d3f_0.tar.bz2  5 years and 6 days ago 3055 main
conda 827.7 kB | noarch/r-fpc-2.2_5-r36h6115d3f_1.tar.bz2  5 years and 1 month ago 3188 main
conda 823.4 kB | noarch/r-fpc-2.2_5-r40h6115d3f_1.tar.bz2  5 years and 1 month ago 3189 main

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