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:336
Name:trans-2-methylcyclohexanol
Description:
Labels:Cyclic, (Oxygenates)
CAS:
InChi Code:InChI=1S/C7H14O/c1-6-4-2-3-5-7(6)8/h6-8H,2-5H2,1H3/t6-,7-/m1/s1

Properties

FP: Flash point [K]

ValueSource or prediction
331.15

experimental value

343.75

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

336.94

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

335.53

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

339.37

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

338.9

FP_consensus: Consensus model for flash point (Validation set)

CN: Cetane number

ValueSource or prediction
17.49

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

11.23

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

15.45

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

26.3

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