Examinando por Autor "Forero, David Mauricio"
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- ÍtemHerramienta machine learning de apoyo para los profesionales de la salud mental, para la toma de decisión en la remisión de un servicio de atención y valoración psicológica por depresión(Fundación Universitaria Los Libertadores. Sede Bogotá., ) Rey Herrera, Adrián; Forero, David Mauricio; Borray Buitrago, Paola; González Veloza, JohnIn this work, a support tool for mental health professionals was developed with the automated learning model light gradient boosting machine in order to classify those cases that require priority psychological attention and those that can be treated under other techniques or specialties. the model performed in the present work has an error rate of 5% in the classification of people who require urgent treatment for depression, should consult a professional for the validation of a diagnosis or who do not present any complaint at the psychological level. The metrics of the final model are above 0, 94 which indicates that it is a model with a high level of accuracy when making such classification, this model trained and transported to a form can be a tool to help professionals in the mental health area.