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:531
Name:methyl heptanoate
Description:
Labels:Esters
CAS:
InChi Code:InChI=1S/C8H16O2/c1-3-4-5-6-7-8(9)10-2/h3-7H2,1-2H3

Properties

FP: Flash point [K]

ValueSource or prediction
325.15

experimental value

332.48

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

328.72

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

328.93

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

330.9

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

330.26

FP_consensus: Consensus model for flash point (Validation set)

CN: Cetane number

ValueSource or prediction
33.5

experimental value

28.25

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

23.84

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

29.88

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

31.18

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

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