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. 2022 Aug 12;13:912813. doi: 10.3389/fgene.2022.912813

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Copyright © 2022 Lin, Wang, Liang, Yu, Li, Ma, He and Xu.

This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

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Comparison of different methods for measuring Moran’s I on the following samples: (A) 151510, (B) 151672, (C) 151674, and (D) 18–64. The horizontal axis shows the methods of directly measuring Moran’s I on the first dimension (emb0), second dimension (emb1), and third dimension (emb2) in each embedding and the methods of combining Moran’s I with the minimum, average, and maximum filtering in all dimensions. The vertical axis shows the Spearman correlation measured by the ground-truth ranking and the ranking by MP-MIM. Each box shows all results in message passing with k_num values from 10 to 90 and l_num values from 1 to 15.