Cargando…

Natural Selection at Work: An Accelerated Evolutionary Computing Approach to Predictive Model Selection

We implement genetic algorithm based predictive model building as an alternative to the traditional stepwise regression. We then employ the Information Complexity Measure (ICOMP) as a measure of model fitness instead of the commonly used measure of R-square. Furthermore, we propose some modification...

Descripción completa

Detalles Bibliográficos
Autores principales: Akman, Olcay, Hallam, Joshua W.
Formato: Texto
Lenguaje:English
Publicado: Frontiers Research Foundation 2010
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2906215/
https://www.ncbi.nlm.nih.gov/pubmed/20661297
http://dx.doi.org/10.3389/fnins.2010.00033