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:932
Name:2,2-dimethylhexane
Description:
Labels:Paraffins
CAS:
InChi Code:InChI=1S/C8H18/c1-5-6-7-8(2,3)4/h5-7H2,1-4H3

Properties

FP: Flash point [K]

ValueSource or prediction
269

experimental value

269.16

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

277.25

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

275.21

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

276.04

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

274.42

FP_consensus: Consensus model for flash point (Training set)

CN: Cetane number

ValueSource or prediction
42.54

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

33.35

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

50.72

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

30.82

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

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