adcoord Asymmetric discriminant coordinates ancoord Asymmetric neighborhood based discriminant coordinates awcoord Asymmetric weighted discriminant coordinates batcoord Bhattacharyya discriminant projection bhattacharyya.dist Bhattacharyya distance between Gaussian distributions bhattacharyya.matrix Matrix of pairwise Bhattacharyya distances calinhara Calinski-Harabasz index can Generation of the tuning constant for regression fixed point clusters cat2bin Recode nominal variables to binary variables classifdist Classification of unclustered points clucols Sets of colours and symbols for cluster plotting 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 cluster.varstats Variablewise statistics for clusters 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 confusion Misclassification probabilities in mixtures cov.wml Weighted Covariance Matrices (Maximum Likelihood) cweight Weight function for AWC dbscan DBSCAN density reachability and connectivity clustering dipp.tantrum Simulates p-value for dip test diptest.multi Diptest for discriminant coordinate projection discrcoord Discriminant coordinates/canonical variates discrete.recode Recodes mixed variables dataset discrproj Linear dimension reduction for classification distancefactor Factor for dissimilarity of mixed type data distcritmulti Distance based validity criteria for large data sets dridgeline Density along the ridgeline dudahart2 Duda-Hart test for splitting extract.mixturepars Extract parameters for certain components from mclust fixmahal Mahalanobis Fixed Point Clusters fixreg Linear Regression Fixed Point Clusters flexmixedruns Fitting mixed Gaussian/multinomial mixtures with flexmix fpc-package fpc package overview fpclusters Extracting clusters from fixed point cluster objects itnumber Number of regression fixed point cluster iterations jittervar Jitter variables in a data matrix kmeansCBI Interface functions for clustering methods kmeansruns k-means with estimating k and initialisations lcmixed flexmix method for mixed Gaussian/multinomial mixtures localshape Local shape matrix mahalanodisc Mahalanobis for AWC mahalanofix Mahalanobis distances from center of indexed points mahalconf Mahalanobis fixed point clusters initial configuration mergenormals Clustering by merging Gaussian mixture components mergeparameters New parameters from merging two Gaussian mixture components minsize Minimum size of regression fixed point cluster mixdens Density of multivariate Gaussian mixture, mclust parameterisation mixpredictive Prediction strength of merged Gaussian mixture mvdcoord Mean/variance differences discriminant coordinates ncoord Neighborhood based discriminant coordinates nselectboot Selection of the number of clusters via bootstrap pamk Partitioning around medoids with estimation of number of clusters piridge Ridgeline Pi-function piridge.zeroes Extrema of two-component Gaussian mixture plotcluster Discriminant projection plot. prediction.strength Prediction strength for estimating number of clusters rFace "Face-shaped" clustered benchmark datasets randcmatrix Random partition matrix randconf Generate a sample indicator vector regmix Mixture Model ML for Clusterwise Linear Regression ridgeline Ridgeline computation ridgeline.diagnosis Ridgeline plots, ratios and unimodality simmatrix Extracting intersections between clusters from fpc-object solvecov Inversion of (possibly singular) symmetric matrices sseg Position in a similarity vector tdecomp Root of singularity-corrected eigenvalue decomposition tonedata Tone perception data unimodal.ind Is a fitted denisity unimodal or not? weightplots Ordered posterior plots wfu Weight function (for Mahalabobis distances) zmisclassification.matrix Matrix of misclassification probabilities between mixture components