Fixed point clusters, clusterwise regression and discriminant plots

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Documentation for package ‘fpc’ version 1.2-7

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adcoord Asymmetric discriminant coordinates
ancoord Asymmetric neighborhood based discriminant coordinates
awcoord Asymmetric weighted discriminant coordinates
batcoord Bhattacharyya discriminant projection
batvarcoord Bhattacharyya discriminant projection
can Generation of the tuning constant for regression fixed point clusters
claraCBI Interface functions for clustering methods
clujaccard Jaccard similarity between logical vectors
clusexpect Expected value of the number of times a fixed point cluster is found
cluster.stats Cluster validation statistics
clusterboot Clusterwise cluster stability assessment by resampling
cmahal Generation of tuning constant for Mahalanobis fixed point clusters.
con.comp Connectivity components of an undirected graph
cov.wml Weighted Covariance Matrices (Maximum Likelihood)
cweight Weight function for AWC
dbscan Clustering: DBSCAN density reachability and connectivity
dbscanCBI Interface functions for clustering methods
discrcoord Discriminant coordinates/canonical variates
discrproj Linear dimension reduction for classification
disthclustCBI Interface functions for clustering methods
distnoisemclustCBI Interface functions for clustering methods
disttrimkmeansCBI Interface functions for clustering methods
fixmahal Mahalanobis Fixed Point Clusters
fixreg Linear Regression Fixed Point Clusters
fpclusters Extracting clusters from fixed point cluster objects
fpclusters.mfpc Mahalanobis Fixed Point Clusters
fpclusters.rfpc Linear Regression Fixed Point Clusters
fpmi Mahalanobis Fixed Point Clusters
hclustCBI Interface functions for clustering methods
hclusttreeCBI Interface functions for clustering methods
itnumber Number of regression fixed point cluster iterations
kmeansCBI Interface functions for clustering methods
kmeansruns k-means clustering with several random initializations
mahalanodisc Mahalanobis for AWC
mahalanofix Mahalanobis distances from center of indexed points
mahalanofuz Mahalanobis distances from center of indexed points
mahalCBI Interface functions for clustering methods
mahalconf Mahalanobis fixed point clusters initial configuration
minsize Minimum size of regression fixed point cluster
mvdcoord Mean/variance differences discriminant coordinates
ncoord Neighborhood based discriminant coordinates
noisemclustCBI Interface functions for clustering methods
pamk Partitioning around medoids with estimation of number of clusters
pamkCBI Interface functions for clustering methods
plot.clboot Clusterwise cluster stability assessment by resampling
plot.dbscan Clustering: DBSCAN density reachability and connectivity
plot.mfpc Mahalanobis Fixed Point Clusters
plot.rfpc Linear Regression Fixed Point Clusters
plotcluster Discriminant projection plot.
predict.dbscan Clustering: DBSCAN density reachability and connectivity
print.clboot Clusterwise cluster stability assessment by resampling
print.dbscan Clustering: DBSCAN density reachability and connectivity
print.mfpc Mahalanobis Fixed Point Clusters
print.rfpc Linear Regression Fixed Point Clusters
print.summary.mfpc Mahalanobis Fixed Point Clusters
print.summary.rfpc Linear Regression Fixed Point Clusters
randcmatrix Random partition matrix
randconf Generate a sample indicator vector
regem Mixture Model ML for Clusterwise Linear Regression
regmix Mixture Model ML for Clusterwise Linear Regression
rFace "Face-shaped" clustered benchmark datasets
rfpi Linear Regression Fixed Point Clusters
simmatrix Extracting intersections between clusters from fpc-object
solvecov Inversion of (possibly singular) symmetric matrices
sseg Position in a similarity vector
summary.mfpc Mahalanobis Fixed Point Clusters
summary.rfpc Linear Regression Fixed Point Clusters
tdecomp Root of singularity-corrected eigenvalue decomposition
tonedata Tone perception data
trimkmeansCBI Interface functions for clustering methods
wfu Weight function (for Mahalabobis distances)