Predicting Multidimensional Poverty with Machine Learning Algorithms: An Open Data Source Approach Using Spatial Data

This paper presents a methodology to estimate the multidimensional poverty index using spatial data at the street block level. The data used in this study were obtained from Open Street Maps and ESA’s land use cover, which are freely available sources of spatial information. The study employs five m...

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Bibliographic Details
Main Authors: Guberney Muñetón-Santa, Luis Carlos Manrique-Ruiz
Format: Article
Language:English
Published: MDPI AG 2023-05-01
Series:Social Sciences
Subjects:
Online Access:https://www.mdpi.com/2076-0760/12/5/296