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Example sentences for: clest

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The d -statistic does not generally have local maxima except for Model 5. There, a local maximum appears at K = 4 clusters, but the global maximum occurs at K = 2. It can be seen that the ability of Clest to distinguish between one and two clusters is very low for Model 7; the median of the d 2 values is less than the significance cut-off d
The new procedure Clest was compared to six existing methods presented in Background using data simulated from the models described in Materials and methods.
The Clest method does, however, use the idea of p -value in combination with the differences d
To estimate the number of clusters in a dataset, we propose a prediction-based resampling method, Clest, which estimates the number of clusters K based on the reproducibility of cluster assignments.
The Clest procedure proposed here generalizes the work of Breckenridge [ 28].