Machine learning methods in prospective studies after an example of financing innovation in Colombia

The purpose of this article is to make a brief introduction to five advanced machine learning prediction methods which may be useful for the development of prospective studies: logistic regression, support vector machines, gradient powered machines, random forests and neural networks. In addition, i...

وصف كامل

التفاصيل البيبلوغرافية

المؤلفون الرئيسيون:	Padilla-Ospina, Ana Milena, Medina-Vásquez, Javier Enrique, Ospina-Holguín, Javier Humberto
التنسيق:	Online
اللغة:	spa
منشور في:	Universidad Pedagógica y Tecnológica de Colombia 2020
الموضوعات:	logistic regression; support vector machines; gradient powered machines; random forests; neuronal networks regresión logística; máquinas de vectores de soporte; máquinas de gradiente potencia; bosques aleatorios; redes neuronales
الوصول للمادة أونلاين:	https://revistas.uptc.edu.co/index.php/investigacion_duitama/article/view/11676