Description Usage Arguments Value
Given two decks of bi-communities, compare these two decks (for similariy and differences) using a collection of metrics.
1 2 |
comms1, comms2 |
list. Deck of communites. For instance the object returned by |
wt.x, wt.y |
numeric. The weightage to be given to X, Y sides while comparing approximate distances. For instances if wt.x = 1, then two communites with same X set will be considered equal. |
weights |
function. This is a weightage function which is used to assess if two communities are equal/contained
to each other based on their (perhaps one way) jaccard distances. The default value is
|
weak_coverage |
Boolean. For "coverage" metric, use the strong or weak version. |
A list containing following
report1, report2 are lists with entries corresponding to each community in comms1 and comms2 repectively. Each entry is a report which compares that community to the other pile. This report has
Coverage is a measure of "how much of this community is found in the other deck combined". Weak coverage, only looks at the X and Y sets, while strong coverage actually looks at number of pairs.
(Actually, this metric is not very useful) This measures how well the community is covered by communities in the other deck that "contain it". Quotations were used in the previous sentence because the notion is approximately used. (see the weights parameter) This number will typically be close to 1 if the community is contained inside some community from the other deck.
This measures how well the community is covered by communities in the other deck that are "contained in it". This number will typically be close to 0.
This measures the closest match to the communities from the other deck
These are overlap matrices. OL12[i,j]
gives the fraction of
community i that is present in community j
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