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. Standardisation of cluster validation statistics by random clusterings and comparison between many clustering methods and numbers of clusters based on this. 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.

Type Size Name Uploaded Uploader Downloads Labels
conda 828.8 kB | noarch/r-fpc-2.2_5-r36h6115d3f_0.tar.bz2  1 month and 30 days ago conda-forge 206 main cf202003
conda 821.4 kB | noarch/r-fpc-2.2_5-r35h6115d3f_0.tar.bz2  1 month and 30 days ago conda-forge 448 main cf202003
conda 821.8 kB | noarch/r-fpc-2.2_4-r35h6115d3f_0.tar.bz2  2 months and 17 days ago conda-forge 285 main cf202003
conda 828.6 kB | noarch/r-fpc-2.2_4-r36h6115d3f_0.tar.bz2  2 months and 17 days ago conda-forge 250 main cf202003
conda 806.6 kB | noarch/r-fpc-2.2_3-r35h6115d3f_1.tar.bz2  8 months and 16 days ago conda-forge 1652 main cf202003
conda 813.5 kB | noarch/r-fpc-2.2_3-r36h6115d3f_1.tar.bz2  8 months and 16 days ago conda-forge 1102 main cf202003
conda 806.6 kB | noarch/r-fpc-2.2_3-r35h6115d3f_0.tar.bz2  9 months and 5 days ago conda-forge 915 main cf202003
conda 807.0 kB | noarch/r-fpc-2.2_2-r35h6115d3f_0.tar.bz2  9 months and 7 days ago conda-forge 829 main cf202003
conda 655.3 kB | noarch/r-fpc-2.1_11.1-r351h6115d3f_1001.tar.bz2  1 year and 4 months ago conda-forge 3221 main cf202003 gcc7 cf201901
conda 714.0 kB | win-64/r-fpc-2.1_11.1-r351h6115d3f_1.tar.bz2  1 year and 5 months ago conda-forge 709 main cf202003 cf201901
conda 514.8 kB | win-64/r-fpc-2.1_11.1-r341h6115d3f_1.tar.bz2  1 year and 5 months ago conda-forge 727 main cf202003 cf201901
conda 655.5 kB | linux-64/r-fpc-2.1_11.1-r351h6115d3f_1.tar.bz2  1 year and 6 months ago conda-forge 1753 main cf202003 cf201901
conda 455.4 kB | linux-64/r-fpc-2.1_11.1-r341h6115d3f_1.tar.bz2  1 year and 6 months ago conda-forge 3113 main cf202003 cf201901
conda 654.5 kB | osx-64/r-fpc-2.1_11.1-r351h6115d3f_1.tar.bz2  1 year and 6 months ago conda-forge 90 main cf202003 cf201901
conda 454.7 kB | osx-64/r-fpc-2.1_11.1-r341h6115d3f_1.tar.bz2  1 year and 6 months ago conda-forge 161 main cf202003 cf201901
conda 453.9 kB | osx-64/r-fpc-2.1_11.1-r341_0.tar.bz2  1 year and 8 months ago conda-forge 72 main cf202003 cf201901
conda 514.4 kB | win-64/r-fpc-2.1_11.1-r341_0.tar.bz2  1 year and 8 months ago conda-forge 778 main cf202003 cf201901
conda 454.3 kB | linux-64/r-fpc-2.1_11.1-r341_0.tar.bz2  1 year and 8 months ago conda-forge 2026 main cf202003 cf201901
conda 434.6 kB | osx-64/r-fpc-2.1_10-r3.4.1_0.tar.bz2  2 years and 6 months ago conda-forge 156 main cf202003 cf201901
conda 493.4 kB | win-64/r-fpc-2.1_10-r3.4.1_0.tar.bz2  2 years and 6 months ago conda-forge 864 main cf202003 cf201901
conda 435.2 kB | linux-64/r-fpc-2.1_10-r3.4.1_0.tar.bz2  2 years and 6 months ago conda-forge 3143 main cf202003 cf201901
conda 434.1 kB | osx-64/r-fpc-2.1_10-r3.3.2_0.tar.bz2  2 years and 7 months ago conda-forge 78 main cf202003 cf201901
conda 495.0 kB | win-64/r-fpc-2.1_10-r3.3.2_0.tar.bz2  2 years and 7 months ago conda-forge 919 main cf202003 cf201901
conda 434.5 kB | linux-64/r-fpc-2.1_10-r3.3.2_0.tar.bz2  2 years and 7 months ago conda-forge 2600 main cf202003 cf201901
PRIVACY POLICY  |  EULA (Anaconda Cloud v2.33.29) © 2020 Anaconda, Inc. All Rights Reserved.