# Cluster Evaluation on Graphs

## Documentation for package ‘clustAnalytics’ version 0.5.2

- DESCRIPTION file.
- User guides, package vignettes and other documentation.

## Help Pages

average_degree | Average Degree
average_odf | Average Out Degree Fraction
barabasi_albert_blocks | Generates a Barabási-Albert graph with community structure
boot_alg_list | Performs nonparametric bootstrap to a graph and a list of clustering algorithms
clustAnalytics | clustAnalytics
conductance | Conductance
contingency_to_membership_vectors | Computes possible membership vectors from contingency table
count_contingency_tables_log | Natural logarithm of the number of contingency tables
coverage | Coverage
cut_ratio | Cut Ratio
density_ratio | Density Ratio
edges_inside | Edges Inside
estimate_H_fraction_r_rows | Estimates |H_0|/|H_r*|
evaluate_significance | Evaluates significance of cluster algorithm results on a graph
evaluate_significance_r | Evaluates the significance of a graph's clusters
expansion | Expansion
FOMD | FOMD (Fraction Over Median Degree)
g_forex | Forex correlation network
igraph_to_edgelist | Returns edgelist with weights from a weighted igraph graph
internal_density | Internal Density
make_graph_weighted | Make graph weighted
max_odf | Max Out Degree Fraction
normalized_cut | Normalized cut
out_degree_fractions | Maximum, Average, and Flake Out Degree Fractions of a Graph Partition
reduced_mutual_information | Reduced Mutual Information
relabel | Relabels membership vector
rewireCpp | Randomizes a weighted graph while keeping the degree distribution constant.
scoring_functions | Scoring Functions of a Graph Partition
sort_matrix | Sort matrix
triangle_participation_ratio_communities | Triangle Participation Ratio (community-wise)
weighted_clustering_coefficient | Weighted clustering coefficient of a weighted graph.
weighted_transitivity | Weighed transitivity of a weighted graph.