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Concerning the proportion of individuals organized in each cluster structure as well as the effective number of clusters and their effective and average sizes it turned out that the three measures of genetic difference under consideration lead to different assessments of structure in several respects.
If the clustering algorithm returns the exact same cluster structure as the ground truth, (NMI=1).
In order to arrive at an explicit representation of cluster structure as a representation of subpopulation structure, two types of cluster structure (primary and α-isolated) are distinguished, both of which reflect desirable characteristics of subpopulation structure.
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We use simulated graph data with cluster structures as used in [36, 38 40].
Entries for structural clusters include the cluster representative structure, as well as a consensus sequence, and a list of the structures belonging to the cluster.
For the growth on multilayer (ML) graphene at 600°C with an inclination angle of 90°, the grown structures show extremely thick and continuous cluster structures as compared to the growth with substrate's inclination angle of 45°.
And this can be achieved by producing relatively stable clusters and by the ability of clustering method to maintain the current cluster structure stable as much as possible.
The primary hypothesis will be evaluated by a mixed model with treatment group and time as fixed effects and clustering structure as random effect.
e, Probability density plot for cluster reliability estimated from the expression profiles and VIPER-inferred protein activity profiles for 212 GEP-NET samples (see g). f, Integrated reliability score for the complete cluster structure computed as the area over the cumulative probability curve.
When the cluster structure diminishes as q decreases, the walking agents quickly spread to the whole graph before the contraction dominates.
The cluster structure is maintained for as long as there is data traffic pending to be transmitted among all the stations associated to a cluster.
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