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Comparison of ensemble modeling approaches.
- plos.figshare.com
xlsUpdated Aug 22, 2024
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EmailClick to copy linkLink copiedCiteJonas Botz; Diego Valderrama; Jannis Guski; Holger Fröhlich (2024). Comparison of ensemble modeling approaches. [Dataset]. http://doi.org/10.1371/journal.pgph.0003058.t004xlsAvailable download formatsUnique identifierhttps://doi.org/10.1371/journal.pgph.0003058.t004Dataset updatedAug 22, 2024Dataset provided byPLOS Global Public HealthAuthorsJonas Botz; Diego Valderrama; Jannis Guski; Holger FröhlichLicenseAttribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
License information was derived automaticallyDescriptionThe performances are given as the mean MAPE and its standard error in parentheses of the N test windows for each dataset / dataset aggregation. DE (FR) stands for German (France) country level and DE_reg (FR_reg) for German (France) regional level aggregated to country level.
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Base models versus baseline ensemble methods.
- plos.figshare.com
- figshare.com
xlsUpdated Aug 22, 2024ShareFacebookTwitterEmailClick to copy linkLink copiedCiteJonas Botz; Diego Valderrama; Jannis Guski; Holger Fröhlich (2024). Base models versus baseline ensemble methods. [Dataset]. http://doi.org/10.1371/journal.pgph.0003058.t002xlsAvailable download formatsUnique identifierhttps://doi.org/10.1371/journal.pgph.0003058.t002Dataset updatedAug 22, 2024Dataset provided byPLOS Global Public HealthAuthorsJonas Botz; Diego Valderrama; Jannis Guski; Holger FröhlichLicenseAttribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
License information was derived automaticallyDescriptionThe performances are given as the mean MAPE and its standard error in parentheses of the N test windows for each dataset / dataset aggregation. The best three models are colored according to the provided legend. DE (FR) stands for German (France) country level and DE_reg (FR_reg) for German (France) regional level aggregated to country level. The last two rows display the results from the consensus ranking over all datasets and models.
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FacebookTwitterEmailComparison of ensemble modeling approaches.
Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
License information was derived automatically
The performances are given as the mean MAPE and its standard error in parentheses of the N test windows for each dataset / dataset aggregation. DE (FR) stands for German (France) country level and DE_reg (FR_reg) for German (France) regional level aggregated to country level.