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Fig. 36 | Journal of Big Data

Fig. 36

From: Cumulative deviation of a subpopulation from the full population

Fig. 36

\(n =\) 1000; \(S_1\), \(S_2\), ..., \(S_n\) are denser near 0; Kuiper’s statistic is \(0.1907 / \sigma = 16.51\), Kolmogorov’s and Smirnov’s is \(0.1907 / \sigma = 16.51\). Figure 37 displays the ground-truth reliability diagram. As in Figure 34, all plots work sufficiently well, though the observed reliability diagrams may be misleading relative to the exact expectations, at least without careful attention to the variation with the number of bins

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