Sentence examples for use the clusters obtained from inspiring English sources

This suggests that one can simply use the clusters obtained with a k-center (such as k-means) algorithm, which finds a local minimum of the quantization error.

Using the clustering obtained from the CPBA analysis of the disease network, we looked at whether any MeSH categories were overrepresented in a cluster.

The clusters obtained using S-scores differ from those obtained by St. Onge et al [ 8] using fitness-based epistasis scores.

The clusters obtained using SOM are analyzed to identify the critical regions, i.e., sections of the map where maximum defects occur.

The clusters obtained using proposed model are more compact and diagonally oriented compared to the baseline model.

This fits well with the clusters obtained using PCA, and is likely due to admixture between neighbouring populations.

We verified that the clusters obtained using the ensemble learning algorithm are robust to both the algorithm initialisation point and the error due to unstable housekeeping gene expression.

The clusters obtained using PAM had a higher Prenrich value for each value of K (see additional file 1: "Supplementary Data").

The entire set of bins was then color-labeled, with each color corresponding to a community detected by the Louvain algorithm (revealing a strong correlation with the clusters obtained using the visualization approach).

Similar results were obtained regardless of the approach used (data not shown), suggesting that the clusters obtained are well-supported.

Despite a few changes, the clusters formed based on significant differences in the expression patterns of metabolic pathways show high similarity with the clusters obtained previously using the complete GO term annotation (Fig.  2b, c).