Regression model (regression)
Open in:QDB ExplorerQDB Predictor
Name | Type | n |
R2 |
σ |
---|---|---|---|---|
Training set | training | 256 | 0.970 | 0.209 |
Validation set | external validation | 85 | 0.966 | 0.220 |
Test set | testing | 1095 | N/A | N/A |
When using this QDB archive, please cite (see details) it together with the original article:
Piir, G. Data for: Predicting logarithmic values of the subcooled liquid vapor pressure of halogenated persistent organic pollutants with QSPR: How different are chlorinated and brominated congeners?. QsarDB repository, QDB.121. 2014. https://doi.org/10.15152/QDB.121
Gajewicz, A.; Haranczyk, M.; Puzyn, T. Predicting logarithmic values of the subcooled liquid vapor pressure of halogenated persistent organic pollutants with QSPR: How different are chlorinated and brominated congeners?. Atmos. Environ. 2010, 44, 1428–1436. https://doi.org/10.1016/j.atmosenv.2010.01.041
Title: | Gajewicz, A.; Haranczyk, M.; Puzyn, T. Predicting logarithmic values of the subcooled liquid vapor pressure of halogenated persistent organic pollutants with QSPR: How different are chlorinated and brominated congeners?. Atmos. Environ. 2010, 44, 11, 1428–1436. |
Abstract: | Logarithmic values of the subcooled liquid vapor pressure (log PL) were estimated for 1436 polychlorinated and polybrominated congeners of benzenes, biphenyls, dibenzo-p-dioxins, dibenzofurans, diphenyl ethers and naphthalenes by employing the Quantitative Structure-Property Relationships (QSPR) approach. The QSPR model developed with GA-PLS technique was characterized by satisfactory goodness-of-fit, robustness and the external predictive performance (R2_Y = 0.970, Q2_CV = 0.970, Q2_Ext = 0.966, RMSE_C = 0.21, RMSE_CV = 0.22 and RMSE_P = 0.22). The externally validated model has been applied to predict subcooled liquid vapor pressure of uninvestigated halogenated persistent organic pollutants. Moreover, a simple arithmetic relationship between logarithmic values of subcooled liquid vapor pressures in pairs of chloro- and bromo-analogues has been found. This relationship can be used for estimating log PL of a brominated compound, whenever log PL of its chlorinated counterpart is known, without necessity of performing any time-consuming computations. |
URI: | http://hdl.handle.net/10967/121
http://dx.doi.org/10.15152/QDB.121 |
Date: | 2014-10-24 |
Name | Description | Format | Size | View |
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2010AE1428.zip | Model for subcooled liquid vapour pressures | application/zip | 755.0Kb | View/ |