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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 434.6 kB | osx-64/r-fpc-2.1_10-r3.4.1_0.tar.bz2  7 years and 11 months ago 1076 main cf202003 cf201901
conda 493.4 kB | win-64/r-fpc-2.1_10-r3.4.1_0.tar.bz2  7 years and 11 months ago 2530 main cf202003 cf201901
conda 435.2 kB | linux-64/r-fpc-2.1_10-r3.4.1_0.tar.bz2  7 years and 11 months ago 7392 main cf202003 cf201901
conda 434.1 kB | osx-64/r-fpc-2.1_10-r3.3.2_0.tar.bz2  7 years and 11 months ago 999 main cf202003 cf201901
conda 495.0 kB | win-64/r-fpc-2.1_10-r3.3.2_0.tar.bz2  7 years and 11 months ago 2558 main cf202003 cf201901
conda 434.5 kB | linux-64/r-fpc-2.1_10-r3.3.2_0.tar.bz2  7 years and 11 months ago 7160 main cf202003 cf201901

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