Investigation of different linear and nonlinear chemometric methods for modeling of retention index of essential oil components: concerns to support vector machine.

@article{Riahi2009InvestigationOD,
  title={Investigation of different linear and nonlinear chemometric methods for modeling of retention index of essential oil components: concerns to support vector machine.},
  author={Siavash Riahi and Eslam Pourbasheer and Mohammad Reza Ganjali and Parviz Norouzi},
  journal={Journal of hazardous materials},
  year={2009},
  volume={166 2-3},
  pages={853-9}
}
The quantitative structure-retention relationship (QSRR) of the essential oil components against the gas chromatography retention index (RI) was studied. The genetic algorithm (GA) was employed to select the variables that resulted in the best-fitted models. After the variables were selected, the linear multivariate regressions [e.g. the multiple linear… CONTINUE READING