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Notably, seven "AUUUA" motif sequences exactly clustered and overlapped within the T55 region (Fig 6B, left panel).
It is interesting that the eleven γ-gliadin sequences of T. dicoccoides exactly clustered together with those of Ae. tauschii in a small cluster (98% bootstrap), which confirms the close relationship between the Gli-S1 (Gli-B1) and Gli-D1 loci.
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Exactly which clusters does a rooted phylogenetic network N on X represent?
As the formation of clusters resulted in exactly five clusters in each stratum, this element of the macro was redundant.
Secondly, each genome is clustered into exactly one group, preventing a species from belonging to multiple clusters (overlapping clustering).
Nevertheless, there exists two main restrictions in the use of clustering algorithms: (1) genes are grouped together according to their expression patters across the whole set of samples, and (2) each gene must be clustered into exactly one group.
This latter number can be expressed by the sum of all true positive and false negative pairs as can be easily seen from the enumeration above: (3) If the sensitivity is 1, this means that algorithm X has clustered together exactly the same pairs of molecules as the reference clustering.
By considering the full-length genome set, a TBC tuned on t = 10 yielded a perfect concordance with the HIV subtypes, producing exactly 11 clusters, with an ARI between clusters and real subtypes of 1.0, a median (IQR) cluster support of 95% 72% 100%%).
Many molecules are components of multiple modules (e.g. proteins are part of multiple protein complexes, metabolites are inputs to multiple metabolic reactions) whilst most existing clustering algorithms place each molecule in exactly one cluster.
Therefore, instead of one node belonging to exactly one cluster, it can belong to more than one cluster, and associated with each node was a set of membership levels.
Unlike crisp clustering methods which mandate that each individual appear in exactly one cluster, the half-sibling problem contains both a maternal and paternal group for each individual.
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Justyna Jupowicz-Kozak
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