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. 2021 Apr 1;11:7400. doi: 10.1038/s41598-021-86921-9

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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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Heatmap showing model performance using one data set as the training set and another data set as the testing set. Model performance is represented by the negative log10 p-value of the correlation between the predictions versus the ground truth data. Gray indicates that the model is not available; i.e., the drug does not exist in either data set. Models with a more intense green colors have better performance.