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:1071
Name:4-methylheptane
Description:
Labels:Paraffins
CAS:
InChi Code:InChI=1S/C8H18/c1-4-6-8(3)7-5-2/h8H,4-7H2,1-3H3

Properties

FP: Flash point [K]

ValueSource or prediction
279.15

experimental value

278.54

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

280.15

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

280.01

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

279.08

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

279.44

FP_consensus: Consensus model for flash point (Training set)

CN: Cetane number

ValueSource or prediction
35.54

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

33.33

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

41.29

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

36.83

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

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