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The cluster settings are configured in wizard step 4. Clustering divides the dataset into subgroups.
Moreover, we tried multi-scale cluster settings to explore their influence for the performance.
Our parallelized algorithm not only improved the time computation but also allows adaptive behavior to different cluster settings.
In addition, in order to avoid potential static cluster settings under heavy traffic conditions, any master reverts to idle after a bounded period of time regardless of the waiting data to be transmitted within its cluster.
Normalized bead intensity data obtained for each sample were loaded into the Illumina BeadStudio 3.2 software which generated SNP genotypes from fluorescent intensities using the manufacturer's default cluster settings.
GO term enrichment was performed using GOEast [ 62] and gene ontology (GO) terms with p < 0.05 (Benjamini-Yekutieli adjusted) were regarded as significantly enriched, clusters from significantly enriched GO term lists were created in ReviGO [ 27] with default semantic cluster settings (SimRel allowed similarity = 0.7).
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To further reduce the annotation difference between NR data sets and full data sets, this approach should only be used to cluster sequences of similar length and with enough overlapping regions, instead of other clustering settings.
Data from Ensembl were retrieved using BioMart [ 65]; Venn diagrams were generated using the software Venny [ 66]; clustering was performed using CIMminer [ 67] with Manhattan distance and complete linkage clustering settings.
These 534 probe-sets were K-median clustered using settings indicated in the Methods to yield nine clusters which contained between 31 and 80 genes.
Infections with CA-MRSA typically occur in clusters in settings with multiple and prolonged close contacts between individuals, such as families, schools, hospital nurseries and sport teams, or in situations were hygiene is poor, such as in jails and facilities for homeless persons [2], [9] [13].
The exact number of gene modules in any network was not considered essential because the number of modules detected is highly dependent on the clustering procedure settings.
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CEO of Professional Science Editing for Scientists @ prosciediting.com