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. 2021 Jun 2;10(1):29. doi: 10.1140/epjds/s13688-021-00284-9

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© The Author(s) 2021

Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/.

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(a) Home detection accuracy of the top five HDAs considering just the nearest tower to the user’s actual home as ground truth. Dark bars indicate algorithms based on nighttime records, dark grey bars indicate those based on daytime records, light grey bars indicate those using records during all day. The dashed line indicates the average accuracy across the top five HDAs. In the x axis, we highlight in bold the best combination of stream and HDA. (b) Home detection 2-accuracy and (c) 3-accuracy, for the top five HDAs for each stream