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:977
Name:2,4-dimethylhexane
Description:
Labels:Paraffins
CAS:
InChi Code:InChI=1S/C8H18/c1-5-8(4)6-7(2)3/h7-8H,5-6H2,1-4H3

Properties

FP: Flash point [K]

ValueSource or prediction
283.15

experimental value

272.8

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

274.77

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

277.71

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

273.27

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

274.63

FP_consensus: Consensus model for flash point (Test set)

CN: Cetane number

ValueSource or prediction
25.15

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

48.84

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

40.56

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

34.65

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

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