Attribute Analysis¶

Summary¶

`hyperedge_profile_purity`	Computes the purity of the hyperedge profile, i.e., the relative frequency of the most common attribute value for each attribute in the hyperedge nodes' profiles.
`hyperedge_profile_entropy`	Computes the entropy of the hyperedge profile, i.e., the entropy of the attribute values for each attribute in the hyperedge nodes' profiles.
`star_profile_entropy`	Returns the entropy of the star profile of a node, i.e., the entropy of the attribute values for each attribute in the profiles of the nodes in the star of the given node.
`star_profile_homogeneity`	Returns the homogeneity of the star profile of a node, i.e., the relative frequency of the node's attribute value for each attribute in the profiles of the nodes in the star of the given node.
`average_group_degree`	Computes the average degree of each group (nodes having the same label in the attribute)
`attribute_consistency`	The consistency measures the extent to which a nodes' attribute value remains constant/change across time.