Sentence examples for assessment of clustering from inspiring English sources

Ordinal spatial scan statistics identify different clusters of risk categories, thus producing a detailed assessment of clustering across the different health states.

Finally, it is important to recognize that, in order to obtain statistically-reliable and biologically-meaningful results, the application of both internal and external validation techniques is recommended for the assessment of clustering outcomes [ 30].

In this article, for visualization of the datasets, well-known visual assessment of clustering tendency (VAT) representation (Bezdek and Hathaway 2002) is used.

Nonetheless, beyond the factor analyses that were included (area-level SES and air pollution exposure), we did not attempt further item reduction such as a formal assessment of clustering of risk factors, an approach that has been used in some studies [ 46].

The preliminary findings indicate that the use of Ma biopsy is more likely to produce a diagnostic result in the assessment of clustered microcalcifications compared to CB.

A potential approach to assessment of cluster structure is distance-sensitive ordering of samples [29].

Assessment of cluster stability showed that a considerable proportion of patients in the "fluctuating" group changed their classification over time.

And machine learning module will daily calibrate nodes' performance values to make an accurate assessment of cluster performance.

Visual assessment of cluster tendency (VAT) reorders a similarity matrix to reveal the cluster structure of a data set, and a VAT-based clustering discovers clusters by image segmentation techniques.

Validity assessment of clusters is eased in our study since we possess a priori knowledge of the geographical origin of the dogs.

Visual assessment of Cluster 1 genes showed that this cluster included both biphasic responding genes and the single 4-hour peak genes.