Assembly of classifiers to determine the academic profile of students

The assembly methods, or combination of models, arise with the purpose of improving the accuracy of predictions. An assembly contains a number of apprentices (base models) which, when of the same type are called homogeneous and if of different, heterogeneous. The characteristic is that these apprent...

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Autores:
Silva, Jesus
Rojas Plasencia, Karina Milagros
Senior Naveda, Alexa
Barrios, Rosio
Vargas Mercado, Carlos
Medina, Claudia
Tipo de recurso:
Article of journal
Fecha de publicación:
2020
Institución:
Corporación Universidad de la Costa
Repositorio:
REDICUC - Repositorio CUC
Idioma:
eng
OAI Identifier:
oai:repositorio.cuc.edu.co:11323/7790
Acceso en línea:
https://hdl.handle.net/11323/7790
https://doi.org/10.1016/j.procs.2020.03.102
https://repositorio.cuc.edu.co/
Palabra clave:
Assembly of classifiers
decision trees
artificial neural network
Rights
openAccess
License
Attribution-NonCommercial-NoDerivatives 4.0 International