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:1
Name:(2E)-but-2-ene-1,4-diol
Description:
Labels:Alcohols
CAS:
InChi Code:InChI=1S/C4H8O2/c5-3-1-2-4-6/h1-2,5-6H,3-4H2/b2-1+

Properties

FP: Flash point [K]

ValueSource or prediction
401.15

experimental value

365.98

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

399.34

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

376.01

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

378.13

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

379.87

FP_consensus: Consensus model for flash point (Validation set)

CN: Cetane number

ValueSource or prediction
22.5

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

2.5

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

-15.63

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

24.53

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