Example sentences for: within-clusters

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

  • Both gap and gapPC consistently estimated one cluster for this model, perhaps because both methods are based on the within-clusters sums of squares and consequently are more affected by the variables with larger variances.

  • This method compares an observed internal index, such as the within-clusters sum of squares, to its expectation under a reference null distribution as follows.

  • For each number of clusters k ≥ 1, compute the within-clusters sum of squares tr W

  • [ 24], called the gap statistic method, calibrates an internal index, such as the within-clusters sum of squares, against its expectation under a suitably defined null hypothesis (note that gap tests have been used in another context in cluster analysis by Bock [ 18] to test the null hypothesis of a 'homogeneous' population against the alternative of 'heterogeneity').

  • Unlike methods based on between- or within-clusters sums of squares, the resampling method seems robust to the varying covariance structure of the variables.


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