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Estimating the number of clusters in data generated from K=3 normal distributions, all with Sigma=[1,0;0,1]. The distributions are located along the X axis at multiples [0,1,2]. Cluster Spacing. The cluster structure function (CSF) significantly outperforms the Akaike Information Criteria (AIC). Error bars show 95% confidence intervals from bootstrapping.

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