Asymmetric neighborhood based discriminant coordinates
Bhattacharyya distance between Gaussian distributions
Matrix of pairwise Bhattacharyya distances
Generation of the tuning constant for regression fixed point clusters
Recode nominal variables to binary variables
Sets of colours and symbols for cluster plotting
Jaccard similarity between logical vectors
Expected value of the number of times a fixed point cluster is found
Clusterwise cluster stability assessment by resampling
Generation of tuning constant for Mahalanobis fixed point clusters.
Connectivity components of an undirected graph
Weighted Covariance Matrices (Maximum Likelihood)
DBSCAN density reachability and connectivity clustering
Diptest for discriminant coordinate projection
Linear dimension reduction for classification
Factor for dissimilarity of mixed type data
Distance based validity criteria for large data sets
Extract parameters for certain components from mclust
Fitting mixed Gaussian/multinomial mixtures with flexmix
Extracting clusters from fixed point cluster objects
Number of regression fixed point cluster iterations
Interface functions for clustering methods
k-means with estimating k and initialisations
flexmix method for mixed Gaussian/multinomial mixtures
Mahalanobis distances from center of indexed points
Mahalanobis fixed point clusters initial configuration
Clustering by merging Gaussian mixture components
New parameters from merging two Gaussian mixture components
Minimum size of regression fixed point cluster
Density of multivariate Gaussian mixture, mclust parameterisation
Prediction strength of merged Gaussian mixture
Selection of the number of clusters via bootstrap
Partitioning around medoids with estimation of number of clusters
Extrema of two-component Gaussian mixture
Prediction strength for estimating number of clusters
Mixture Model ML for Clusterwise Linear Regression
Extracting intersections between clusters from fpc-object
Inversion of (possibly singular) symmetric matrices
Root of singularity-corrected eigenvalue decomposition
Weight function (for Mahalabobis distances)
Matrix of misclassification probabilities between mixture components