Regression model (regression)
Open in:QDB ExplorerQDB Predictor
Name | Type | n |
R2 |
σ |
---|---|---|---|---|
Training set | training | 937 | 0.945 | 15.716 |
Validation set | external validation | 234 | 0.950 | 15.705 |
When using this QDB archive, please cite (see details) it together with the original article:
Piir, G.; Sild, S. Data for: A QSPR model for estimation of lower flammability limit temperature of pure compounds based on molecular structure. QsarDB repository, QDB.196. 2017. https://doi.org/10.15152/QDB.196
Gharagheizi, F. A QSPR model for estimation of lower flammability limit temperature of pure compounds based on molecular structure. J. Hazard. Mater. 2009, 169, 217–220. https://doi.org/10.1016/j.jhazmat.2009.03.083
dc.date.accessioned | 2017-05-11T11:39:17Z | |
dc.date.available | 2017-05-11T11:39:17Z | |
dc.date.issued | 2017-05-11 | |
dc.identifier.uri | http://hdl.handle.net/10967/196 | |
dc.identifier.uri | http://dx.doi.org/10.15152/QDB.196 | |
dc.description.abstract | In this study, a quantitative structure–property relationship was presented to estimate lower flammability limit temperature (LFLT) of pure compounds. This relationship is a multi-linear equation and has six parameters. These chemical structure-based parameters were selected from 1664 molecular-based parameters by genetic algorithm multivariate linear regression (GA-MLR). Since 1171 compounds were used to develop this equation, the model can be used to estimate the LFLT of a wide range of pure compounds. | |
dc.publisher | Geven Piir | |
dc.publisher | Sulev Sild | |
dc.rights | Attribution 4.0 International | * |
dc.rights.uri | http://creativecommons.org/licenses/by/4.0/ | * |
dc.title | Gharagheizi, F. A QSPR model for estimation of lower flammability limit temperature of pure compounds based on molecular structure. J. Hazard. Mater. 2009, 169, 217–220. | |
qdb.property.endpoint | 1. Physical Chemical Properties 1.20. Flammability | en_US |
qdb.descriptor.application | DRAGON 5.4 | en_US |
bibtex.entry | article | en_US |
bibtex.entry.author | Gharagheizi, F. | |
bibtex.entry.doi | 10.1016/j.jhazmat.2009.03.083 | en_US |
bibtex.entry.journal | J. Hazard. Mater. | en_US |
bibtex.entry.month | Sep | |
bibtex.entry.number | 1-3 | en_US |
bibtex.entry.pages | 217–220 | en_US |
bibtex.entry.title | A QSPR model for estimation of lower flammability limit temperature of pure compounds based on molecular structure | en_US |
bibtex.entry.volume | 169 | en_US |
bibtex.entry.year | 2009 | |
qdb.model.type | Regression model (regression) | en_US |
Name | Description | Format | Size | View |
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2009JHM217.qdb.zip | Model for lower flammability limit temperature of pure compounds | application/zip | 63.62Kb | View/ |