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In such cases, they need to decide how many clusters to create, on what basis clusters should be formed (for instance, income or weather), and what assortment to use in each cluster.
During an analysis, R was varied from a small value that returned many clusters to a large value that returned one cluster.
In addition to these limited task-specific activations associated with the process of VSI, there were many clusters to emerge from the contrast of interpolation versus orientation that represented deactivations (relative to fixation) in the orientation condition.
Another issue to consider is how many clusters to choose.
EM can decide how many clusters to create by cross validation, or is possible to specify apriori how many clusters to generate [ 15].
Dendograms were created to visualize clusters and determine how many clusters to retain in the analysis.
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Militia leaders and Western officials estimate that the group's forces in Libya now include as many as 2,000 fighters, with a few hundred in Surt and many clustered to the east, around Nawfaliya.
For practical reasons it is often not possible to deliver an intervention to many clusters at the same time.
Many clusters corresponded to elevated H3K4me3, H3K9ac and H3K14ac near the TSS in BY, which could result from higher expression of Gcn5, Sas3 and Set1 in this strain (Additional file 5).
Many clusters had to be recreated manually after the initial grouping made by the CAP3 program, because it was noted that some initial contigs were actually grouping different variants.
The variable K refers to how many clusters it needs to find.
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