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:324
Name:4-methyl-cyclohexane-methanol
Description:
Labels:Cyclic, (Oxygenates)
CAS:
InChi Code:InChI=1S/C8H16O/c1-7-2-4-8(6-9)5-3-7/h7-9H,2-6H2,1H3

Properties

FP: Flash point [K]

ValueSource or prediction
354

experimental value

357.54

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

352.19

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

351.71

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

351.64

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

353.27

FP_consensus: Consensus model for flash point (Training set)

CN: Cetane number

ValueSource or prediction
20.44

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

13.86

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

21.28

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

26.86

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