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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  10 months and 26 days ago 1653 main
conda 856.1 kB | noarch/r-fpc-2.2_13-r44hc72bb7e_0.conda  10 months and 26 days ago 1312 main
conda 853.2 kB | noarch/r-fpc-2.2_12-r44hc72bb7e_1.conda  1 year and 30 days ago 944 main
conda 832.8 kB | noarch/r-fpc-2.2_12-r43hc72bb7e_1.conda  1 year and 30 days ago 1199 main
conda 833.0 kB | noarch/r-fpc-2.2_12-r43hc72bb7e_0.conda  1 year and 3 months ago 1368 main
conda 834.4 kB | noarch/r-fpc-2.2_12-r42hc72bb7e_0.conda  1 year and 3 months ago 1273 main
conda 833.2 kB | noarch/r-fpc-2.2_11-r42hc72bb7e_0.conda  1 year and 8 months ago 1373 main
conda 832.2 kB | noarch/r-fpc-2.2_11-r43hc72bb7e_0.conda  1 year and 8 months ago 1490 main
conda 831.2 kB | noarch/r-fpc-2.2_10-r43hc72bb7e_1.conda  2 years and 2 months ago 1959 main
conda 833.6 kB | noarch/r-fpc-2.2_10-r42hc72bb7e_1.conda  2 years and 2 months ago 1925 main
conda 833.3 kB | noarch/r-fpc-2.2_10-r41hc72bb7e_0.conda  2 years and 7 months ago 2792 main
conda 835.1 kB | noarch/r-fpc-2.2_10-r42hc72bb7e_0.conda  2 years and 7 months ago 2317 main
conda 847.1 kB | noarch/r-fpc-2.2_9-r41hc72bb7e_1.tar.bz2  2 years and 10 months ago 2081 main
conda 849.6 kB | noarch/r-fpc-2.2_9-r42hc72bb7e_1.tar.bz2  2 years and 10 months ago 2132 main
conda 848.3 kB | noarch/r-fpc-2.2_9-r41hc72bb7e_0.tar.bz2  4 years and 2 months ago 3685 main
conda 846.7 kB | noarch/r-fpc-2.2_9-r40hc72bb7e_0.tar.bz2  4 years and 8 months ago 3546 main
conda 849.8 kB | noarch/r-fpc-2.2_9-r36hc72bb7e_0.tar.bz2  4 years and 8 months ago 3267 main
conda 848.7 kB | noarch/r-fpc-2.2_8-r36h6115d3f_0.tar.bz2  4 years and 11 months ago 2962 main
conda 846.2 kB | noarch/r-fpc-2.2_8-r40h6115d3f_0.tar.bz2  4 years and 11 months ago 3003 main
conda 849.0 kB | noarch/r-fpc-2.2_7-r36h6115d3f_0.tar.bz2  5 years and 1 month ago 3190 main
conda 844.8 kB | noarch/r-fpc-2.2_7-r40h6115d3f_0.tar.bz2  5 years and 1 month ago 3214 main
conda 848.4 kB | noarch/r-fpc-2.2_6-r36h6115d3f_0.tar.bz2  5 years and 1 month ago 3147 main
conda 847.1 kB | noarch/r-fpc-2.2_6-r40h6115d3f_0.tar.bz2  5 years and 1 month ago 3125 main
conda 827.7 kB | noarch/r-fpc-2.2_5-r36h6115d3f_1.tar.bz2  5 years and 3 months ago 3266 main
conda 823.4 kB | noarch/r-fpc-2.2_5-r40h6115d3f_1.tar.bz2  5 years and 3 months ago 3266 main

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