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:978
Name:2,4-dimethylpentane
Description:
Labels:Paraffins
CAS:
InChi Code:InChI=1S/C7H16/c1-6(2)5-7(3)4/h6-7H,5H2,1-4H3

Properties

FP: Flash point [K]

ValueSource or prediction
261

experimental value

256.07

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

258.02

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

261.42

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

257.2

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

258.18

FP_consensus: Consensus model for flash point (Training set)

CN: Cetane number

ValueSource or prediction
29

experimental value

21.27

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

30.04

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

37.47

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

25.99

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

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