clustAnalytics0.5.5 package

Conductance

Computes possible membership vectors from contingency table

Natural logarithm of the number of contingency tables

Coverage

Cut Ratio

Density Ratio

Edges Inside

Estimates |H_0|/|H_r*|

Estimates |H_i|/|H_{i+1}| for the first r rows

Evaluates significance of cluster algorithm results on a graph

Applies function to each subgraph of a graph

Auxiliary Functions of a Graph Partition

Average Degree

Average Out Degree Fraction

Generates a Barabási-Albert graph with community structure

Performs nonparametric bootstrap to a graph and a list of clustering a...

Contingency table from membership vectors

clustAnalytics: Cluster Evaluation on Graphs

Evaluates the significance of a graph's clusters

Expansion

FOMD (Fraction Over Median Degree)

Estimates |H_i|/|H_(i+1)| for the first n_rows rows

Returns edgelist with weights from a weighted igraph graph

Internal Density

Approximation of log(omega(a,b))

Make graph weighted

Max Out Degree Fraction

Normalized cut

Maximum, Average, and Flake Out Degree Fractions of a Graph Partition

Reduced Mutual Information

Relabels membership vector

Randomizes a weighted graph while keeping the degree distribution cons...

Scoring Functions of a Graph Partition

Sort matrix

Triangle Participation Ratio (community-wise)

Performs a step of the Markov Chain Monte Carlo method

Weighted clustering coefficient of a weighted graph.

Weighed transitivity of a weighted graph.