Created
May 20, 2022 19:14
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Simple example with densityClust R package
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| install.packages("densityClust") | |
| library(densityClust) | |
| irisDist <- dist(iris[,1:4]) | |
| estimateDc(irisDist) | |
| irisClust <- densityClust(irisDist, gaussian=TRUE, dc = .02767655) | |
| plot(irisClust) # Inspect clustering attributes to define thresholds | |
| irisClusters <- findClusters(irisClust, rho=0, delta=1) | |
| plotMDS(irisClusters) | |
| split(iris[,5], irisClusters$clusters) |
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