Description Usage Arguments Value Examples
Do overlap clustering with Bossa similarity in different levels of p
.
1 2 | OverlapClust(data.simi, p = c(0.9, 0.75, 0.5), lin = 0.25,
pro.show = FALSE)
|
data.simi |
The similarity matrix of Bossa scores obtained by |
p |
A set of quantiles(90 similarity matrix to form clusters at different levels of within-cluster similarity. |
lin |
A tuning parameter to control the size of each overlap cluster before merging, smaller lin leads to larger cluster size. |
pro.show |
A logical indicator whether show the details of the process. |
A list including two data.frame: overlap sub-clusters and cluster center for each.
1 2 3 4 5 6 7 8 | {
data(bo.simu.data)
## calculate the similarity matrix
bossa.simi <- BossaSimi(bo.simu.data)$bossa.simi
overlap.clust <- OverlapClust(bossa.simi)
}
|
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