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Subsequently, inconsistencies in the measure of cluster temperatures derived by two different methods (line and continuum measures) led to a re-analysis of the data taken at the XRCF.
It employs the k-means clustering algorithm to gather similar points together in the spatial domain and uses the maximum normal vector deviation as a measure of cluster scatter to partition the gathered point sets into a series of sub-clusters in the feature field.
Using this measure of cluster homogeneity on all systems of the amino acid database (see Supporting Information) revealed similar problems also for other molecules, for example Cys, Glu, and Arg.
Always to be determined are: the structure of the policy decision (options, criteria in the MCDA); the choice of MCDA version and implementation software; the choice of CA technique; the choice of number of cluster solutions and measure of cluster quality; and the trade-offs between statistical quality and other criteria.
In addition to textual coherence as a useful measure of cluster quality, we included a second measure to compare cluster solutions.
The Jaccard index is an easy to compute and yet effective measure of cluster quality that can be used to find optimal program parameters.
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The geometric mean (the nth root of the product of n numbers) of all mutation distances between the mutations was taken as a measure of clustering.
The exponent in Taylor's law number in this case, the exponent was 4– can be a measure of clustering, Cohen says.
GCC, which stands for the global clustering coefficient, is a measure of clustering property of a graph.
This demonstrates both that the small-world property is not robustly achieved for small networks, and that it is contingent on the particular measure of clustering used.
It is important to note that this measure of clustering is unable to quantitatively determine the number of MHC class II molecules clustered primarily because technical limitations with antibody staining preclude a labeling efficiency of 100%.
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