Finally, a new measure is designed to evaluate the effectiveness of clustering solution selection strategies.
Experimental results show that, the clustering solution of FNCA is good enough before 50 iterations for most large-scale networks.
The second CVI in use is purity which measures the purity of clustering solution with respect to the nature classes of data [14].
Since hierarchical clustering provides alternative clustering possibilities, it is usually considered as a richer tool than the single, nonhierarchical, clustering solution.
The pattern is so pronounced that with the full SNP panel, the K = 3 clustering solution grouped the 'Nuuk' and 'Iceland-inshore' samples together.
In each of the three pairwise comparisons of the statistic BW r, s the randomly generated clustering solution almost always had a smaller value than the proposed clustering solution (the fraction of opposite results in 10 000 trials was less than 0.01).
Then, the clustering solution is found by applying the bisection method to the similarity matrix.
Note that the scheduling approach can be mapped to a disjoint clustering solution.
Wei et al. introduced an energy-efficient clustering solution for WSN.
None of the preference-based subgroups produced by any clustering solution favours a PSA screening policy.
