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:683
Name:ethylcyclohexane
Description:
Labels:Naphtenes
CAS:
InChi Code:InChI=1S/C8H16/c1-2-8-6-4-3-5-7-8/h8H,2-7H2,1H3

Properties

FP: Flash point [K]

ValueSource or prediction
295.15

experimental value

290.09

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

287.72

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

288.78

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

289.38

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

289

FP_consensus: Consensus model for flash point (Training set)

CN: Cetane number

ValueSource or prediction
45

experimental value

31.67

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

38.5

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

40.93

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

40.56

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

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