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:427
Name:ethyl 4-oxopentanoate
Description:
Labels:Esters
CAS:
InChi Code:InChI=1S/C7H12O3/c1-3-10-7(9)5-4-6(2)8/h3-5H2,1-2H3

Properties

FP: Flash point [K]

ValueSource or prediction
331.63

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

359.57

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

365.18

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

336.81

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

348.3

FP_consensus: Consensus model for flash point (Prediction set)

CN: Cetane number

ValueSource or prediction
0

experimental value

-0.26

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

-0.29

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

-0.51

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

7.29

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

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