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If instead we now continue the clustering, we would eventually obtain a total clustering consisting of only singleton sets: tibial fracture would become h e a d3 (because it has minimal distance to h e a d2); later on, cough would become h e a d4 and influenza would be h e a d5.
The dendrogram distance d1 scores the total clustering error from the lowest to the highest split s i in the dendrogram.
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Numbers in parentheses indicate the percentages relative to the respective total cluster counts.
However, for all three bioactivity similarity contexts, 2-D clusters corresponded only to 3 4.5% of the total clusters.
To quantify how total cluster translation, rotation, scaling and deformation contribute to STA, a resizable and deformable cluster model was constructed.
In addition to the 530 singletons (40% of the total clusters), 662 clusters (47% of the total) include between two and five websites.
Standard fuzzy clustering models like fuzzy c-means are based on minimizing the total cluster variation, which is defined as the sum of the distances between the data points and their corresponding cluster centers weighted by the membership degrees.
All paths within a cluster show the same amplitude,, determined by the total cluster power and the number of paths within a cluster, and have a random phase, which is drawn from a uniform distribution.
Sequences with PFAM domains correspond to 5,741 clusters (38% of the total clusters).
The sequences with both types of experimental data correspond to 2,275 clusters (15.2% of the total clusters).
There are 2,477 clusters (17% of the total clusters) that contain a sequence with an assigned MS/MS peptide.
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