R: Cluster Validation Techniques

# Cluster Validation Techniques

## Documentation for package ‘clv’ version 0.3-2.5

- DESCRIPTION file.
- Code demos. Use demo() to run them.

## Help Pages

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