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Example sentences for: gappc

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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
gapPC was better than gap and the rest of the methods performed similarly.
Note that of the above methods, only hart, gap, and gapPC allow the estimation of only one cluster in the data, that is, = 1.
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.
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.