Sentence examples for cluster identity from inspiring English sources

A cluster activity direction can be defined in principal component space by projecting the cluster identity vector (vector of length = number of chromatophores, with 1s assigned to chromatophores in a cluster, otherwise it is assigned 0), onto the principal components.

Using in situ data from the Allen Brain Atlas, the 51 genes were identified as being expressed in the predicted regions related to the cluster identity predicted by the random forest model.

To assess the dependence of cluster identity on clustering method, we compare the AP results to those from a hierarchical clustering method, Ward's minimum [31].

Images presenting the spatial distribution of signatures within cells were created by assigning to each pixel a color indicating its cluster identity.

Given the signature assignment for each pixel, it is possible to visualize the sub-cellular distribution of the different compositions in REF52 cells by coloring each pixel according to its cluster identity (Fig. 4 and Supplementary Figs. S1, S2, S3, and S4).

10.7554/eLife.06134.010 Figure 5. Cluster identity conveys most of the information about the stimulus.

Up to a permutation of the inhibitory coordinate labels (we do not force the same cell cluster identities to be tracked in both continuations), the curves are identical.

This suggested a substantial effect caused by uncertainty of gene-cluster identity, resulting in significant changes in how connections between genes are formed in the clusters, also called network topology.

First, the gene-to-cluster identity could be determined by module membership, a fuzzy measure of how closely a gene is associated with the module, in WGCNA or clustering uncertainty, which is a probabilistic measure of how unlikely the gene belongs to a certain cluster, in MCLUST.

Additionally, the sequences were evaluated using the miniature inverted-repeat transposable element (MITE) identification tool MUST [ 37] with the following parameters: minimum TIR length = 8 nt; maximum TIR length = 50 nt; minimum DR length = 2 nt; maximum DR length = 30 nt; minimum MITE length = 100 nt; maximum MITE length = 1000 nt; minimum in-cluster identity = 1.

Both FLAP and FLiP methods allowed to group 32 strains (52,4%), whereas the lowest clustering identity was observed for FLAP and IS 6110 RFLP methods for 23 strains (37,7%).