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Operator kmeans++
brunonbrasil
Member Posts: 8 Contributor II
in Help
Hi,
In the rapidminer there is the normal kmeans, kmeans (fast) and Kmeans (kernel). I was wondering if any operator implements the kmeans ++ algorithm or is there another one that does?
In the rapidminer there is the normal kmeans, kmeans (fast) and Kmeans (kernel). I was wondering if any operator implements the kmeans ++ algorithm or is there another one that does?
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OptionsDavid_A Administrator, Moderator, Employee, RMResearcher, Member Posts: 297 RM ResearchHi @brunonbrasil ,the normal kmeans operator has a parameter determine good start values.This is exactly the kmeans ++ heuristic.From the help text:
determine good start values (optional)
If true the k start points are determined using the kmeans++ heuristic, descriped in "kmeans++: The Advantages of Careful Seeding" by David Arthur and Sergei Vassilvitskii 2007.Best,David7