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:788
Name:2,4,4-trimethylpent-1-ene
Description:
Labels:Olefins
CAS:
InChi Code:InChI=1S/C8H16/c1-7(2)6-8(3,4)5/h1,6H2,2-5H3

Properties

FP: Flash point [K]

ValueSource or prediction
268

experimental value

272.39

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

270.47

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

275.65

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

271.99

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

272.63

FP_consensus: Consensus model for flash point (Test set)

CN: Cetane number

ValueSource or prediction
10

experimental value

10.27

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

10.25

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

18.96

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

17.71

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

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