Elaboración de zonas homogéneas físicas rurales por medio de inteligencia artificial en la vereda El Carmelo, corregimiento San Cristobal, Medellín Antioquia
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The following document focuses on the implementation of artificial intelligence using the Random Forest algorithm through code in RStudio for the creation of Rural Physically Homogeneous Zones. Firstly, with the help of the Medellin Geoportal page, the database containing the 15 digits composing the zones of El Carmelo rural area was collected. Once the 15 digits have been concatenated, the algorithm construction begins. Subsequently, after adjustments and validations are made, the classifications produced by the program are compared with those of the web portal to determine the accuracy of the model in reflecting reality. This is done to ascertain whether it is a viable option in terms of time, money, and resources for generating Rural Physically Homogeneous Zones.