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Structural parameters of 22 halogen phenols were computed at four levels using Hartree-Fock and DFT methods. Based on the experimental data of the acute toxicity to Tetrahymena pyriformis (-lgEC50), three-parameter (energy of the lowest unoccupied molecular orbital (ELUMO), the molecular volume (V), and the lowest negative charge (Qmin-)) dependent equations were developed using structural parameters as theoretical descriptors. Especially, -lgEC50 dependent equation calculated at the B3LYP/6-31G** level is more advantageous than the others in view of their correlation and predictive abilities. This dependent equation was validated by variance inflation factors (VIF) and t-test methods. Upon comparison, the predictive abilities of our work are all more advantageous than those calculated from the semi-empirical PM3 method.
Structural parameters of 22 halogen phenols were computed at four levels using Hartree-Fock and DFT methods. Based on the experimental data of the acute toxicity to Tetrahymena pyriformis (-lgEC50), three-parameter (energy of the lowest unoccupied molecular orbital (ELUMO) , the molecular volume (V), and the lowest negative charge (Qmin-)) dependent equations were developed using structural parameters as theoretical descriptors. Especially, -lgEC50 dependent equation calculated at the B3LYP / 6-31G ** level is more advantageous than the others in view of their correlation and predictive abilities. This dependent equation was validated by variance inflation factors (VIF) and t-test methods. Upon comparison, the predictive abilities of our work are all more advantageous than those calculated from the semi-empirical PM3 method.