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Example sentences for: gappc

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In a majority of the simulations from Model 7, Clest, gap, and gapPC failed to distinguish between one and two clusters, while the simple hart index performed well.
Indeed, the results in Table 3show that Clest identified two clusters for only 30% of the datasets simulated from Model 7. The figures suggest that for the majority of the models, the global maximum of the median d -statistic is more pronounced than the global maxima of the median gapPC k and
The gap and gapPC methods overestimated the number of clusters for all datasets, with the exception of gapPC, which identified eight clusters for the NCI60 dataset.
Neither gap nor gapPC were able to identify the presence of the two clusters for Model 6, which is a model with two drawn-out clusters and seven noise variables with varying variances.
For each number of clusters k, the plots of the median values, over the 50 simulated datasets, of the Clest d k -statistic, gapPC k , and