"Finding Groups in Data": Cluster Analysis Extended Rousseeuw et
al.
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Documentation for package ‘cluster’ version 2.1.8
Help Pages
| agnes | Agglomerative Nesting (Hierarchical Clustering) |
| agnes.object | Agglomerative Nesting (AGNES) Object |
| agriculture | European Union Agricultural Workforces |
| animals | Attributes of Animals |
| bannerplot | Plot Banner (of Hierarchical Clustering) |
| chorSub | Subset of C-horizon of Kola Data |
| clara | Clustering Large Applications |
| clara.object | Clustering Large Applications (CLARA) Object |
| clusGap | Gap Statistic for Estimating the Number of Clusters |
| clusplot | Bivariate Cluster Plot (of a Partitioning Object) |
| clusplot.default | Bivariate Cluster Plot (clusplot) Default Method |
| clusplot.partition | Bivariate Cluster Plot (of a Partitioning Object) |
| coef.hclust | Agglomerative / Divisive Coefficient for 'hclust' Objects |
| coef.twins | Agglomerative / Divisive Coefficient for 'hclust' Objects |
| coefHier | Agglomerative / Divisive Coefficient for 'hclust' Objects |
| daisy | Dissimilarity Matrix Calculation |
| diana | DIvisive ANAlysis Clustering |
| diana.object | DIvisive ANAlysis Clustering |
| dissimilarity.object | Dissimilarity Matrix Object |
| ellipsoidhull | Compute the Ellipsoid Hull or Spanning Ellipsoid of a Point Set |
| ellipsoidPoints | Predict Method for Ellipsoid Objects |
| fanny | Fuzzy Analysis Clustering |
| fanny.object | Fuzzy Analysis (FANNY) Object |
| flower | Flower Characteristics |
| lower.to.upper.tri.inds | Permute Indices for Triangular Matrices |
| maxSE | Gap Statistic for Estimating the Number of Clusters |
| medoids | Compute 'pam'-consistent Medoids from Clustering |
| mona | MONothetic Analysis Clustering of Binary Variables |
| mona.object | Monothetic Analysis (MONA) Object |
| pam | Partitioning Around Medoids |
| pam.object | Partitioning Around Medoids (PAM) Object |
| partition | Partitioning Object |
| partition.object | Partitioning Object |
| plantTraits | Plant Species Traits Data |
| plot.agnes | Plots of an Agglomerative Hierarchical Clustering |
| plot.clusGap | Gap Statistic for Estimating the Number of Clusters |
| plot.diana | Plots of a Divisive Hierarchical Clustering |
| plot.mona | Banner of Monothetic Divisive Hierarchical Clusterings |
| plot.partition | Plot of a Partition of the Data Set |
| plot.silhouette | Compute or Extract Silhouette Information from Clustering |
| pltree | Plot Clustering Tree of a Hierarchical Clustering |
| pltree.twins | Plot Clustering Tree of a Hierarchical Clustering |
| pluton | Isotopic Composition Plutonium Batches |
| predict.ellipsoid | Predict Method for Ellipsoid Objects |
| print.agnes | Print Method for AGNES Objects |
| print.clara | Print Method for CLARA Objects |
| print.clusGap | Gap Statistic for Estimating the Number of Clusters |
| print.diana | Print Method for DIANA Objects |
| print.dissimilarity | Print and Summary Methods for Dissimilarity Objects |
| print.ellipsoid | Compute the Ellipsoid Hull or Spanning Ellipsoid of a Point Set |
| print.fanny | Print and Summary Methods for FANNY Objects |
| print.mona | Print Method for MONA Objects |
| print.pam | Print Method for PAM Objects |
| print.summary.agnes | Summary Method for 'agnes' Objects |
| print.summary.clara | Summary Method for 'clara' Objects |
| print.summary.diana | Summary Method for 'diana' Objects |
| print.summary.dissimilarity | Print and Summary Methods for Dissimilarity Objects |
| print.summary.fanny | Print and Summary Methods for FANNY Objects |
| print.summary.mona | Summary Method for 'mona' Objects |
| print.summary.pam | Summary Method for PAM Objects |
| print.summary.silhouette | Compute or Extract Silhouette Information from Clustering |
| ruspini | Ruspini Data |
| silhouette | Compute or Extract Silhouette Information from Clustering |
| silhouette.clara | Compute or Extract Silhouette Information from Clustering |
| silhouette.default | Compute or Extract Silhouette Information from Clustering |
| silhouette.partition | Compute or Extract Silhouette Information from Clustering |
| sizeDiss | Sample Size of Dissimilarity Like Object |
| sortSilhouette | Compute or Extract Silhouette Information from Clustering |
| summary.agnes | Summary Method for 'agnes' Objects |
| summary.clara | Summary Method for 'clara' Objects |
| summary.diana | Summary Method for 'diana' Objects |
| summary.dissimilarity | Print and Summary Methods for Dissimilarity Objects |
| summary.fanny | Print and Summary Methods for FANNY Objects |
| summary.mona | Summary Method for 'mona' Objects |
| summary.pam | Summary Method for PAM Objects |
| summary.silhouette | Compute or Extract Silhouette Information from Clustering |
| twins | Hierarchical Clustering Object |
| twins.object | Hierarchical Clustering Object |
| upper.to.lower.tri.inds | Permute Indices for Triangular Matrices |
| volume | Compute the Volume (of an Ellipsoid) |
| volume.ellipsoid | Compute the Volume (of an Ellipsoid) |
| votes.repub | Votes for Republican Candidate in Presidential Elections |
| xclara | Bivariate Data Set with 3 Clusters |