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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 4 days ago 1716 main
conda 856.1 kB | noarch/r-fpc-2.2_13-r44hc72bb7e_0.conda  11 months and 4 days ago 1355 main
conda 853.2 kB | noarch/r-fpc-2.2_12-r44hc72bb7e_1.conda  1 year and 1 month ago 956 main
conda 832.8 kB | noarch/r-fpc-2.2_12-r43hc72bb7e_1.conda  1 year and 1 month ago 1215 main
conda 833.0 kB | noarch/r-fpc-2.2_12-r43hc72bb7e_0.conda  1 year and 3 months ago 1383 main
conda 834.4 kB | noarch/r-fpc-2.2_12-r42hc72bb7e_0.conda  1 year and 3 months ago 1288 main
conda 833.2 kB | noarch/r-fpc-2.2_11-r42hc72bb7e_0.conda  1 year and 8 months ago 1385 main
conda 832.2 kB | noarch/r-fpc-2.2_11-r43hc72bb7e_0.conda  1 year and 8 months ago 1499 main
conda 831.2 kB | noarch/r-fpc-2.2_10-r43hc72bb7e_1.conda  2 years and 2 months ago 1971 main
conda 833.6 kB | noarch/r-fpc-2.2_10-r42hc72bb7e_1.conda  2 years and 2 months ago 1940 main
conda 833.3 kB | noarch/r-fpc-2.2_10-r41hc72bb7e_0.conda  2 years and 7 months ago 2818 main
conda 835.1 kB | noarch/r-fpc-2.2_10-r42hc72bb7e_0.conda  2 years and 7 months ago 2330 main
conda 847.1 kB | noarch/r-fpc-2.2_9-r41hc72bb7e_1.tar.bz2  2 years and 10 months ago 2095 main
conda 849.6 kB | noarch/r-fpc-2.2_9-r42hc72bb7e_1.tar.bz2  2 years and 10 months ago 2144 main
conda 848.3 kB | noarch/r-fpc-2.2_9-r41hc72bb7e_0.tar.bz2  4 years and 3 months ago 3699 main
conda 846.7 kB | noarch/r-fpc-2.2_9-r40hc72bb7e_0.tar.bz2  4 years and 8 months ago 3561 main
conda 849.8 kB | noarch/r-fpc-2.2_9-r36hc72bb7e_0.tar.bz2  4 years and 8 months ago 3284 main
conda 848.7 kB | noarch/r-fpc-2.2_8-r36h6115d3f_0.tar.bz2  4 years and 11 months ago 2974 main
conda 846.2 kB | noarch/r-fpc-2.2_8-r40h6115d3f_0.tar.bz2  4 years and 11 months ago 3015 main
conda 849.0 kB | noarch/r-fpc-2.2_7-r36h6115d3f_0.tar.bz2  5 years and 2 months ago 3203 main
conda 844.8 kB | noarch/r-fpc-2.2_7-r40h6115d3f_0.tar.bz2  5 years and 2 months ago 3228 main
conda 848.4 kB | noarch/r-fpc-2.2_6-r36h6115d3f_0.tar.bz2  5 years and 2 months ago 3159 main
conda 847.1 kB | noarch/r-fpc-2.2_6-r40h6115d3f_0.tar.bz2  5 years and 2 months ago 3136 main
conda 827.7 kB | noarch/r-fpc-2.2_5-r36h6115d3f_1.tar.bz2  5 years and 3 months ago 3277 main
conda 823.4 kB | noarch/r-fpc-2.2_5-r40h6115d3f_1.tar.bz2  5 years and 3 months ago 3275 main

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