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:320
Name:1-methylcyclohexan-1-ol
Description:
Labels:Cyclic, (Oxygenates)
CAS:
InChi Code:InChI=1S/C7H14O/c1-7(8)5-3-2-4-6-7/h8H,2-6H2,1H3

Properties

FP: Flash point [K]

ValueSource or prediction
338.15

experimental value

334.24

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

340.47

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

337.79

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

344.51

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

339.25

FP_consensus: Consensus model for flash point (Validation set)

CN: Cetane number

ValueSource or prediction
23.42

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

1.83

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

7.05

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

30.2

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

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