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:528
Name:methyl ethanoate
Description:
Labels:Esters
CAS:
InChi Code:InChI=1S/C3H6O2/c1-3(4)5-2/h1-2H3

Properties

FP: Flash point [K]

ValueSource or prediction
263.15

experimental value

276.37

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

256.51

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

262.2

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

257.92

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

263.25

FP_consensus: Consensus model for flash point (Validation set)

CN: Cetane number

ValueSource or prediction
4.85

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

1.99

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

8.97

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

25.69

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

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