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In fact, the latter benchmark can be reached by forming more clusters in the network without increasing the SN deployment intensity.
This is due to the inclusion of more clusters in the tumour contour when a higher number of clusters is used in the algorithm.
In other words, optimal detection can be achieved by forming more clusters in the network, in contrast to adding more sensor nodes to it.
When the value of K increases, we may get more clusters in the early phase of the cascade, which sacrifices too many inter-cluster edges and thus causes the drop of the recall, as well as the F-measure.
The same patterns can be observed even if we increase the complexity of the system, i.e., adding two more clusters in the system as illustrated in Figure 4a d.
In contrast, a trend to produce more clusters in experiments containing few samples was observed.
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Latinos and Asians, their numbers rising, have become more and more clustered in enclaves of their own, he says.
The second method is based on a diameter approach where the collocation nodes are no more clustering in the center.
The cloud of data points is less stretched out, more clustered in the upper left of the graph, when the solution contains fewer spores per unit volume consistent with a smaller number of spores adsorbed per microsphere.
Remember, there are roughly the same number of male and female couples in the U.S. So, that means that male couples are much more clustered in particular neighborhoods than female couples are: female couples are more likely to be the only ones on their block.
The increased number of more highly expressed intronic and intergenic bins in liver occurred despite the fact that the liver sample had a lower fraction of non-exonic reads than K562 and suggests that non-exonic reads tend to be more clustered in liver and more dispersed in K562.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com