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:

  • A subset of this data was used in the fuzzy k-means clustering and consisted of 4,373 genes whose standard deviation in expression was log 2 (0.

  • The fuzzy k-means algorithm [ 12] is based on the minimization of the objective function shown below, for a given fuzzy partition of the data, F, and a set of K cluster centroids, V

  • The overlapping clusters identified by fuzzy k-means clustering also present more comprehensive groups of conditionally coregulated genes.

  • In contrast to these results, when the data were analyzed by k-means clustering, these genes could only be assigned to a cluster of Yap1p targets or a cluster of Msn2/Msn4p targets, and therefore no group of genes that was statistically enriched for both of these promoter elements could be identified (data not shown).

  • Here, we explore the utility of one such method - fuzzy k-means clustering.


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