New Hybrid Genetic Based Support Vector Regression as QSAR Approach for Analyzing Flavonoids-GABA(A) Complexes

@article{Goodarzi2009NewHG,
  title={New Hybrid Genetic Based Support Vector Regression as QSAR Approach for Analyzing Flavonoids-GABA(A) Complexes},
  author={Mohammad Goodarzi and Pablo R Duchowicz and Chih H. Wu and Francisco M. Fern{\'a}ndez and Eduardo A. Castro},
  journal={Journal of chemical information and modeling},
  year={2009},
  volume={49 6},
  pages={1475-85}
}
Several studies were conducted in past years which used the evolutionary process of Genetic Algorithms for optimizing the Support Vector Regression parameter values although, however, few of them were devoted to the simultaneously optimization of the type of kernel function involved in the established model. The present work introduces a new hybrid genetic… CONTINUE READING