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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 19 days ago 1756 main
conda 856.1 kB | noarch/r-fpc-2.2_13-r44hc72bb7e_0.conda  11 months and 19 days ago 1405 main
conda 853.2 kB | noarch/r-fpc-2.2_12-r44hc72bb7e_1.conda  1 year and 1 month ago 977 main
conda 832.8 kB | noarch/r-fpc-2.2_12-r43hc72bb7e_1.conda  1 year and 1 month ago 1234 main
conda 833.0 kB | noarch/r-fpc-2.2_12-r43hc72bb7e_0.conda  1 year and 4 months ago 1406 main
conda 834.4 kB | noarch/r-fpc-2.2_12-r42hc72bb7e_0.conda  1 year and 4 months ago 1312 main
conda 833.2 kB | noarch/r-fpc-2.2_11-r42hc72bb7e_0.conda  1 year and 8 months ago 1403 main
conda 832.2 kB | noarch/r-fpc-2.2_11-r43hc72bb7e_0.conda  1 year and 8 months ago 1516 main
conda 831.2 kB | noarch/r-fpc-2.2_10-r43hc72bb7e_1.conda  2 years and 2 months ago 1991 main
conda 833.6 kB | noarch/r-fpc-2.2_10-r42hc72bb7e_1.conda  2 years and 2 months ago 1958 main
conda 833.3 kB | noarch/r-fpc-2.2_10-r41hc72bb7e_0.conda  2 years and 8 months ago 2850 main
conda 835.1 kB | noarch/r-fpc-2.2_10-r42hc72bb7e_0.conda  2 years and 8 months ago 2347 main
conda 847.1 kB | noarch/r-fpc-2.2_9-r41hc72bb7e_1.tar.bz2  2 years and 11 months ago 2112 main
conda 849.6 kB | noarch/r-fpc-2.2_9-r42hc72bb7e_1.tar.bz2  2 years and 11 months ago 2159 main
conda 848.3 kB | noarch/r-fpc-2.2_9-r41hc72bb7e_0.tar.bz2  4 years and 3 months ago 3717 main
conda 846.7 kB | noarch/r-fpc-2.2_9-r40hc72bb7e_0.tar.bz2  4 years and 9 months ago 3581 main
conda 849.8 kB | noarch/r-fpc-2.2_9-r36hc72bb7e_0.tar.bz2  4 years and 9 months ago 3303 main
conda 848.7 kB | noarch/r-fpc-2.2_8-r36h6115d3f_0.tar.bz2  4 years and 11 months ago 2993 main
conda 846.2 kB | noarch/r-fpc-2.2_8-r40h6115d3f_0.tar.bz2  4 years and 11 months ago 3032 main
conda 849.0 kB | noarch/r-fpc-2.2_7-r36h6115d3f_0.tar.bz2  5 years and 2 months ago 3222 main
conda 844.8 kB | noarch/r-fpc-2.2_7-r40h6115d3f_0.tar.bz2  5 years and 2 months ago 3249 main
conda 848.4 kB | noarch/r-fpc-2.2_6-r36h6115d3f_0.tar.bz2  5 years and 2 months ago 3175 main
conda 847.1 kB | noarch/r-fpc-2.2_6-r40h6115d3f_0.tar.bz2  5 years and 2 months ago 3155 main
conda 827.7 kB | noarch/r-fpc-2.2_5-r36h6115d3f_1.tar.bz2  5 years and 4 months ago 3295 main
conda 823.4 kB | noarch/r-fpc-2.2_5-r40h6115d3f_1.tar.bz2  5 years and 4 months ago 3291 main

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