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:1038
Name:3,3-dimethylhexane
Description:
Labels:Paraffins
CAS:
InChi Code:InChI=1S/C8H18/c1-5-7-8(3,4)6-2/h5-7H2,1-4H3

Properties

FP: Flash point [K]

ValueSource or prediction
272

experimental value

272.5

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

277.25

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

274.14

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

276.04

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

274.98

FP_consensus: Consensus model for flash point (Validation set)

CN: Cetane number

ValueSource or prediction
42.54

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

26.56

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

41.37

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

28.38

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

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