MINING OF CLASSIFICATION TREES TO ANALYZE A MULTIDIMENSIONAL PHENOMENON
Ana Cecilia Parada Rojas, Humberto Ríos Bolívar, Jorge Omar Razo De Anda · 2019
During periods of remarkable trade openness, increase income inequality in many countries.This paper analyzes how factors that influence inequality due to commercial globalization interact each other.For which a reliable Classifier Tree -selected through a modeling process of bootstrapping-is built, it has 14 knowledge rules and classifies 84% of the observations correctly.This model indicates that inequality's changes into a country, due greater economic integration, depend principally on the labor market' structure -in agricultural countries and urbanization processes (industrialization) it reduces depending in turn on the rule of law; on the other hand, in countries with a strong service sector and good trade terms it increases in periods of stagnation or with low levels of high technology exports.