Sentence examples for validation of the clustering from inspiring English sources

As additional validation of the clustering results, we perform a cross-validation of the clustering process as follows.

This process is based on the premise that selected clusters (according to the validation of the clustering process) properly partition examined objects, meaning that each group represents only one real object.

In our work, we performed PCA to form clusters of impedance values of the electrodes at various frequencies, and analysis and validation of the cluster through the similarity and dissimilarity factor within the cluster and in between clusters, respectively.

Validation of the cluster solution suggested that these subtypes of alexithymia were characterized by different emotional expression and regulation abilities.

Thirdly, the validation of the cluster-analysis was somewhat disappointing, although the five-cluster solution was appropriate with respect to meaning and distribution.

In addition to the structural analysis, preliminary validation of the cluster solution suggests that the new typology differentiates between migrants and non-migrants, and detects variation between networks that have intergenerational co-residence in common.

The data are considered reliable and robust due to the validity of the questionnaire, and the results rely on the large samples and the validation of the cluster classification procedure.

Preliminary validation of the cluster solution was assessed by examining the association between the new typology and the Wenger Support Network Typology, and difference in distribution of network types between migrants (i.e. those participants living in the UK) versus non-migrants (those participants living in South Asia).

Hence, an extensive data perturbation by resampling is required for the validation of the obtained clustering [ 13].

Because only a small fraction of the true gene functions is known, the validation of the obtained clustering is not straightforward.

First, a new experiment is necessary to perform an external validation of the obtained clusters.