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:500
Name:methyl (2E)-penta-2,4-dienoate
Description:
Labels:Esters
CAS:
InChi Code:InChI=1S/C6H8O2/c1-3-4-5-6(7)8-2/h3-5H,1H2,2H3/b5-4+

Properties

FP: Flash point [K]

ValueSource or prediction
310.15

experimental value

329.17

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

309.95

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

314.22

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

304.67

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

314.51

FP_consensus: Consensus model for flash point (Training set)

CN: Cetane number

ValueSource or prediction
-0.28

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

6.88

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

4.45

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

32.15

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