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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...
| Autores principales: | , |
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| Formato: | Texto |
| Lenguaje: | English |
| Publicado: |
Frontiers Research Foundation
2010
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| 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 |