# NOT RUN {
## cluster the moons data set with HDBSCAN
data(moons)
res <- hdbscan(moons, minPts = 5)
res
plot(res)
plot(moons, col = res$cluster + 1L)
## DS3 from Chameleon
data("DS3")
res <- hdbscan(DS3, minPts = 50)
res
## Plot the simplified tree, highlight the most stable clusters
plot(res, show_flat = TRUE)
## Plot the actual clusters
plot(DS3, col=res$cluster+1L, cex = .5)
# }
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