Example sentences for: k-means

How can you use “k-means” in a sentence? Here are some example sentences to help you improve your vocabulary:

  • Consider, for example, k-means clustering [ 7, 8].

  • We expect that fuzzy k-means clustering will advance that discovery, as illustrated by our ability to identify new sequences conserved in the promoters of clustered genes.

  • For an optimal comparison of the results of k-means and fuzzy k-means clustering, we performed the k-means clustering identically to the fuzzy k-means protocol, except that during the clustering iterations each gene contributed only to the cluster to which it was most similar (with a membership of 1.0).

  • We implemented the algorithm to perform three successive cycles of fuzzy k-means clustering.

  • We altered the algorithm in two fundamental ways: first, we performed three successive cycles of fuzzy k-means clustering, with the second and third rounds of clustering performed on subsets of the data.


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