Sentence examples for determining clusters from inspiring English sources
This validity index is highly efficient in determining clusters with the least similarity between them and the highest similarity between data vectors in each cluster.
The framework entails learning the correlation structure of the field by determining clusters of correlated sensors observing the same set of sources.
The result of Agglomerative hierarchical clustering can be presented by two dimensional graphs called dendrogram or by the (95%) confidence bounded ellipse scatter plot of the first and the second principal factors (which shows the proportion of variance in the data set explained by the first two components in determining clusters).
After automatically determining clusters of feature values, we have to evaluate whether the clusters represent distinct and meaningful behavioural components.
The threshold for determining clusters was set to 0.02 to yield four clusters, as in Fig. 5b.
The cutoff for determining clusters was set to a threshold of 0.19 to yield three separate clusters, denoted by their different coloring scheme in Fig. 5a.
Currently most data stream algorithms have shortcomings including low clustering quality, difficulties in determining cluster centers, poor ability for dealing with outliers' issue.
The IS 6110 RFLP patterns used for determining cluster membership of these isolates are shown in Figure 1.
Since patient residence at diagnosis seems to be a factor in determining clustering, it would be useful to determine whether clusters are proximal to homeless facilities, bars, or other historically important sites of tuberculosis transmission [ 51].
Such gene cluster families are essential for determining cluster boundaries and as part of integrated data sets for novel natural product discovery.
Analysis of clustering patterns revealed that 27.6% of the assays were not reproducible and flanking sequence might play a role in determining cluster compression.
