Sentence examples for clustering I from inspiring English sources

Each clustering i was assigned a score S i.

There are two main advantages of the property-based clustering: (i) the property-based clustering allows researchers to directly control the number of clusters shown on the screen through a parameter K of its underlying algorithm.

Several were used to check the automated genotype calling and the sample clustering: (i) the Call Rate is the number of SNP successfully genotyped for each sample; (ii) the GenTrain Score evaluates the confidence of the genotyping for one SNP on all samples.

We then clustered all proteins using single linkage clustering; i.e. all connected vertices were assigned to the same cluster.

This leads to a reduction in statistical efficiency due to clustering, i.e. the design effect.

Finally, in the assessment of the bias in the estimates of the effect of risk factors for clustering, I assigned risk status randomly within groups of clustered and unique cases.

Both two clusters, i.e., Ncl = 2, and three clusters, i.e., Ncl = 3, are considered in this example.

In this case we need to distinguish between two different categories of clusters: (i) Category i which has only one cluster, i.e. C i.

Additionally, applications modeling animal density often use clusters (i.e., groups of individuals) but omit differences in cluster sizes.

end{aligned} (13 where (n_i) denotes the size of the cluster i, (n^k_i) is the number of instances that are correctly assigned in the cluster i, and k denotes the dominant class in the cluster i.

where |A i | represents the number of data points belonging to cluster i.