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:543
Name:methyl propanoate
Description:
Labels:Esters
CAS:
InChi Code:InChI=1S/C4H8O2/c1-3-4(5)6-2/h3H2,1-2H3

Properties

FP: Flash point [K]

ValueSource or prediction
271

experimental value

279.56

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

269.71

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

270.66

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

271.75

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

272.92

FP_consensus: Consensus model for flash point (Validation set)

CN: Cetane number

ValueSource or prediction
8.97

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

-0.42

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

-3.09

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

24.96

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

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