10967/123 - QDB Compounds

QsarDB Repository

Saldana, D. A.; Starck, L.; Mougin, P.; Rousseau, B.; Pidol, L.; Jeuland, N.; Creton, B. Flash Point and Cetane Number Predictions for Fuel Compounds Using Quantitative Structure Property Relationship (QSPR) Methods. Energy Fuels 2011, 25, 9, 3900–3908.

Compound

ID:121
Name:propane-1,1-diol
Description:
Labels:Alcohols
CAS:
InChi Code:InChI=1S/C3H8O2/c1-2-3(4)5/h3-5H,2H2,1H3

Properties

FP: Flash point [K]

ValueSource or prediction
372

experimental value

338.24

FP_PLS-MD: PLS-MD model for flash point (Training set)

371.9

FP_SVM-GD: SVM-GD model for flash point (Training set)

363.83

FP_NN-MD: NN-MD model for flash point (Training set)

363.42

FP_NN-GD: NN-GD model for flash point (Training set)

359.35

FP_consensus: Consensus model for flash point (Training set)

CN: Cetane number

ValueSource or prediction
22.42

CN_SVM-GD: SVM-GD model for cetane number (Prediction set)

7.73

CN_SVM-MD: SVM-MD model for cetane number (Prediction set)

10.18

CN_NN-MD: NN-MD model for cetane number (Prediction set)

41.26

CN_GRNN-MD: GRNN-MD model for cetane number (Prediction set)

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