Fig. 1: The change of the average AUC (area under the ROC curve) with increasing n in the n-reduced graph. | Communications Physics

Fig. 1: The change of the average AUC (area under the ROC curve) with increasing n in the n-reduced graph.

From: Unveiling the role of higher-order interactions via stepwise reduction

Fig. 1: The change of the average AUC (area under the ROC curve) with increasing n in the n-reduced graph.The alternative text for this image may have been generated using AI.

a–f show the results corresponding to datasets email-Eu, threads-math-sx, NDC-classes, iAF1260b, Nematode, and Pubmed, respectively. The solid line represents the average AUC over ten independent experiments, and the shaded area indicates the range of the average AUC plus and minus the standard deviation.

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