Cluster Validation Techniques

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Documentation for package ‘clv’ version 0.3-2.4

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bcls.matrix Matrix Cluster Scatter Measures
cls.alg Cluster Stability - Similarity Index and Pattern-wise Stability Approaches with User Defined Cluster Algorithms
cls.attrib Mean, cluster size and center - cluster utilities
cls.scatt.data Intercluster distances and intracluster diameters - Internal Measures
cls.scatt.diss.mx Intercluster distances and intracluster diameters - Internal Measures
cls.set.section Section of two subsets - External Measure utilities
cls.stab.opt.assign Cluster Stability - Similarity Index and Pattern-wise Stability Approaches
cls.stab.opt.assign.usr Cluster Stability - Similarity Index and Pattern-wise Stability Approaches with User Defined Cluster Algorithms
cls.stab.sim.ind Cluster Stability - Similarity Index and Pattern-wise Stability Approaches
cls.stab.sim.ind.usr Cluster Stability - Similarity Index and Pattern-wise Stability Approaches with User Defined Cluster Algorithms
clv.Davies.Bouldin Davies-Bouldin Index - Internal Measure
clv.DensBw Inter-cluster density - Internal Measure
clv.Dis Total separation between clusters - Internal Measure
clv.Dunn Dunn Index - Internal Measure
clv.Folkes.Mallows Standard External Measures: Rand index, Jaccard coefficient etc.
clv.Jaccard Standard External Measures: Rand index, Jaccard coefficient etc.
clv.Phi Standard External Measures: Rand index, Jaccard coefficient etc.
clv.Rand Standard External Measures: Rand index, Jaccard coefficient etc.
clv.Russel.Rao Standard External Measures: Rand index, Jaccard coefficient etc.
clv.Scatt Average scattering for clusters - Internal Measure
clv.SD SD, SDbw - Internal Measures
clv.SDbw SD, SDbw - Internal Measures
confusion.matrix Confusion Matrix - External Measures, Cluster Stability
connectivity Connectivity Index - Internal Measure
connectivity.diss.mx Connectivity Index - Internal Measure
dot.product Cosine similarity measure - External Measure, Cluster Stability
similarity.index Similarity index based on confusion matrix - External Measure, Cluster Stability
std.ext Standard External Measures: Rand index, Jaccard coefficient etc.
wcls.matrix Matrix Cluster Scatter Measures