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Re: [igraph] Community detection based on conductance


From: Tamas Nepusz
Subject: Re: [igraph] Community detection based on conductance
Date: Fri, 1 Apr 2016 09:13:48 +0200

Hi,

> Could someone please give me an idea how to convert the vector 'memb'
into community object 'comm'?

make_clusters(graph, membership) seems to do the trick.

T.


On Fri, Apr 1, 2016 at 3:50 AM, MikeS <address@hidden> wrote:
> Hello,
>
> I would like to compare two partitioning network metric -- modularity
> and conductance -- step by step. Example code is shown below. Maximum
> modularity equal to
>
>> max(m)
> [1] 0.4583333
>
> library(igraph)
> g <- make_graph( ~ A-B-C-D-A, E-A:B:C:D,
>                       F-G-H-I-F, J-F:G:H:I,
>                       K-L-M-N-K, O-K:L:M:N,
>                       P-Q-R-S-P, T-P:Q:R:S,
>                       B-F, E-J, C-I, L-T, O-T, M-S,
>                       C-P, C-L, I-L, I-P)
> gnc <- walktrap.community(g)
>
> m <- vector()
> con <- vector()
> for (s in 0: nrow(gnc$merges)) {
>     memb <- cutat(gnc, steps=s)
>     m <- c(m, modularity (g, memb, weights=NULL))
>             intra<-0 # edge connects two nodes inside community
>            extra<-0 # edge connects two different communities
>         for(i in 1:length(E(g))) {
> #       ifelse(crossing(comm, g)[i]==FALSE, intra<- intra+1, extra<- extra+1)
>         }
> #   con <-c(con, intra/extra)
> }
>
> Could someone please give me an idea how to convert the vector 'memb'
> into community object 'comm'? Unfortunately, I don’t know how to pass
> the first argument to the crossing('comm', g).
>
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