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:337
Name:trans-3-methylcyclohexanol
Description:
Labels:Cyclic, (Oxygenates)
CAS:
InChi Code:InChI=1S/C7H14O/c1-6-3-2-4-7(8)5-6/h6-8H,2-5H2,1H3/t6-,7-/m1/s1

Properties

FP: Flash point [K]

ValueSource or prediction
335.15

experimental value

343.84

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

336.94

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

343.54

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

339.37

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

340.93

FP_consensus: Consensus model for flash point (Training set)

CN: Cetane number

ValueSource or prediction
17.49

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

7.64

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

14.52

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

27.06

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