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:1005
Name:3-ethyl-3-methylheptane
Description:
Labels:Paraffins
CAS:
InChi Code:InChI=1S/C10H22/c1-5-8-9-10(4,6-2)7-3/h5-9H2,1-4H3

Properties

FP: Flash point [K]

ValueSource or prediction
314

experimental value

309.29

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

309.29

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

304.49

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

309.52

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

308.14

FP_consensus: Consensus model for flash point (Training set)

CN: Cetane number

ValueSource or prediction
58.73

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

25.93

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

38.7

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

28.08

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

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