Sentence examples for provides cluster from inspiring English sources

It provides cluster solutions with 10 different covariance structures, while the most popular heuristic clustering methods (Ward's and K-means) only allow one type covariance structure (Fraley and Raftery, 2002), and also allows the choice of the model and the number of clusters to be recast as statistical model choice problems based on information criteria.

The free software automates installation and configuration, reducing deployment time from weeks to minutes, and provides cluster-wide, real-time views of nodes and services running in a single, centralized location for easy configuration across the cluster.

Table  1 provides cluster-specific descriptive weather and mortality statistics for the period 1973 2006.

Finally, the maSigPro package also provides clustering and visualization of significant genes.

This provides clusters driven by average responses within dose groups rather than by potential confounding within groups.

The zoom-in analysis of nervous tissues, for example, provides clusters of genes related to signal transduction and replication which are not clearly detected in the original maps.

The experimentation with both types of data provides clusters of genes that may be biologically meaningful and, thus, interesting for biologists to research further.

In this work we present a generic cluster architecture that extends the classical benefits of virtual machines to the cluster level, so providing cluster consolidation, cluster partitioning and support for heterogeneous environments.

DE and LA provided cluster trial expertise.

SP provided cluster computation assistance for the data analyses.

Descriptive statistics were used to provide cluster, household and individual level profiles of the study population.