Sentence examples for stability of clustering from inspiring English sources

Also here if the link trust probabilities are fluctuating, a measure based on relative dependence is used for identifying the stability of clustering.

Instead of comparing data partitions, we propose to evaluate the stability of clustering on the basis of distances between resulting centroids.

The average of all the module preservation values was used to assess the stability of clustering.

This algorithm determines "consensus" clusters by measuring the stability of clustering results from the application of a given clustering method to random subsets of the data.

To investigate the stability of clustering between STAT1-/ mammary tumors and human luminal breast cancer, consensus clustering, which is a re-sampling-based technique that uses perturbation to simulate a set of new samples from the original merged dataset, was employed [ 43].

A 10-fold cross-validation test was used to assess the stability of clustering results.

Brendel, J. et al. A complex of cas proteins 5, 6, and 7 is required for the biogenesis and stability of clustered regularly interspaced short palindromic repeats (CRISPR -derived RNAs (CRISPR -derivedfeRNAsvolcrRNAs

Simultaneous docking of multiple proteins is highly dependent on receptor-adaptor stability and independent of clustering.

DiLoC was evaluated and compared with a similar clustering scheme, featuring the stability, amount of clustered nodes and network load.

Measures for cluster quality can range from the stability of clusters among several resamplings of the dataset27, the balance between cluster tightness and separateness (as measured by cluster validity indices28), or the optimal functional enrichment of the modules22.

According to our evaluation result, the cluster performance could have 19% improvement in current heterogeneous cloud environment, and the stability of cluster has greatly enhanced.