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:439
Name:ethyl isobutanoate
Description:
Labels:Esters
CAS:
InChi Code:InChI=1S/C6H12O2/c1-4-8-6(7)5(2)3/h5H,4H2,1-3H3

Properties

FP: Flash point [K]

ValueSource or prediction
287

experimental value

280.65

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

290.79

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

283.9

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

290.26

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

286.4

FP_consensus: Consensus model for flash point (Validation set)

CN: Cetane number

ValueSource or prediction
44.89

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

9.04

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

15.33

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

29.23

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

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