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:67
Name:ethane-1,2-diol
Description:
Labels:Alcohols
CAS:
InChi Code:InChI=1S/C2H6O2/c3-1-2-4/h3-4H,1-2H2

Properties

FP: Flash point [K]

ValueSource or prediction
383.15

experimental value

349.76

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

381.36

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

367.26

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

361.92

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

365.08

FP_consensus: Consensus model for flash point (Training set)

CN: Cetane number

ValueSource or prediction
22.91

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

3.36

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

-19.05

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

24.9

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

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