Comparación entre las zonas homogéneas físicas rurales generadas por el IGAC con métodos oficiales y las obtenidas mediante inteligencia artificial en Ataco (Tolima), Aipe (Huila) y San Carlos (Córdoba)

Abstract

This report addresses the comparison of the rural physical homogeneous zones developed by the IGAC as a government entity in charge of the production and management of geographic, cartographic, agrological and cadastral information in Colombia, in relation to those obtained through machine learning developed in the software. RStudio for the municipalities Ataco (Tolima), Aipe (Huila) and San Carlos (Córdoba); To this end, the methodology of generating rural physical homogeneous zones was used through the implementation of the C50 algorithm as a language code in RStudio and its respective validations; which allowed an analysis of the discrepancies found according to the variable that did not correspond to that determined by the IGAC.