Regression model (regression)
Open in:QDB ExplorerQDB Predictor
Name | Type | n |
R2 |
σ |
---|---|---|---|---|
Training set | training | 693 | 0.919 | 1.047 |
Validation set | external validation | 172 | 0.926 | 1.181 |
When using this QDB archive, please cite (see details) it together with the original article:
Piir, G.; Sild, S. Data for: Prediction of upper flammability limit percent of pure compounds from their molecular structures. QsarDB repository, QDB.197. 2017. https://doi.org/10.15152/QDB.197
Gharagheizi, F. Prediction of upper flammability limit percent of pure compounds from their molecular structures. J. Hazard. Mater. 2009, 167, 507–510. https://doi.org/10.1016/j.jhazmat.2009.01.002
dc.date.accessioned | 2017-05-16T12:58:43Z | |
dc.date.available | 2017-05-16T12:58:43Z | |
dc.date.issued | 2017-05-16 | |
dc.identifier.uri | http://hdl.handle.net/10967/197 | |
dc.identifier.uri | http://dx.doi.org/10.15152/QDB.197 | |
dc.description.abstract | In this study, a quantitative structure–property relationship (QSPR) is presented to predict the upper flammability limit percent (UFLP) of pure compounds. The obtained model is a five parameters multi-linear equation. The parameters of the model are calculated only from chemical structure. The average absolute error and squared correlation coefficient of the obtained model over all 865 pure compounds used to develop the model are 9.7%, and 0.92, respectively. | |
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. Prediction of upper flammability limit percent of pure compounds from their molecular structures. J. Hazard. Mater. 2009, 167, 507–510. | |
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.2009.01.002 | en_US |
bibtex.entry.journal | J. Hazard. Mater. | en_US |
bibtex.entry.month | Aug | |
bibtex.entry.number | 1-3 | en_US |
bibtex.entry.pages | 507–510 | en_US |
bibtex.entry.title | Prediction of upper flammability limit percent of pure compounds from their molecular structures | en_US |
bibtex.entry.volume | 167 | en_US |
bibtex.entry.year | 2009 | |
qdb.model.type | Regression model (regression) | en_US |
Name | Description | Format | Size | View |
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2009JHM507.qdb.zip | Model for upper flammability limit percent of pure compounds | application/zip | 46.91Kb | View/ |