Examinando por Autor "Cardozo Anaya, John Michael"
Mostrando 1 - 1 de 1
Resultados por página
Opciones de ordenación
- ÍtemModelo de regresión para predecir el puntaje esperado en la Saber 11 para los estudiantes del colegio Cajasai(Fundación Universitaria Los Libertadores. Sede Bogotá., ) Cardozo Anaya, John Michael; González Veloza, José John FredyCurrently, students who aspire to be professionals have their hopes in the results they can obtain in the Saber 11 tests, because through these it is possible to aspire to obtain a scholarship, a condemnable credit or otherwise a place to be admitted to an institution of higher education. In the same way, educational institutions, when their students obtain high scores, allow them to obtain benefits such as accreditation with quality indexes, to be located in a better ranking and above all, prestige in the social environment. It is here where the purpose of constructing a regression model that allows to establish the future score that students of the island of San Andres belonging to the Cajasai School can obtain. Based on the data provided by an educational company (Edúcate) external to the school, corresponding to the results of the simulations carried out during the year 2022 and of the Saber 11 tests of the same year, several regression models were trained using supervised automated learning to predict the score of the students of San Andrés. The regression model with the highest performance on the test data was Huber with an RSME of 26.2683. The results obtained will make it possible to determine the score that a student can obtain when taking the Saber 11 test, based on the scores achieved in the simulations carried out by the consulting company.