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:

  • Thus, the results of fuzzy k-means clustering are naturally suited for biologists to use in an intuitive and physiologically meaningful way.

  • Only half of these genes fell into the same cluster when the data were analyzed with hierarchical clustering or k-means clustering (see Materials and methods), while the remaining genes fell into multiple smaller groups in both cases.

  • Because of the dependence of k-means clustering on k , a number of methods have been developed to estimate this parameter [ 16, 17].

  • In addition, this protocol produces deterministic clustering results, in contrast to the random initialization method commonly implemented in k-means clustering.

  • We implemented a version of the fuzzy k-means algorithm, based on a description by Gath and Geva [ 13], in a C++ program called FuzzyK (available at [ 14]; see Materials and Methods for complete details).


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