Central America Reduced Coping Strategy Index Predictions

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Source Acción contra el hambre - GIS4tech
Contributor Acción contra el hambre - GIS4tech
Time Period of the Dataset [?] April 30, 2015-June 30, 2024 ... More
Modified [?] 9 October 2024
Dataset Added on HDX [?] 11 December 2023 Less
Expected Update Frequency As needed
Location
Visibility
Public
License Creative Commons Attribution International
Methodology

Surveys are received periodically and a function that evaluates a series of machine learning algorithms is passed to them. The function is initialised with a number of parameters such as the error made and the results of the different algorithms are compared with the initialisation seed. If the model used yields better results than those set in the initialisation parameters, then they are replaced by these new values. This operation is performed iteratively until all the models considered have been evaluated.
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Tags
food security
forecasting
socioeconomics
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