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:469
Name:isobutyl butanoate
Description:
Labels:Esters
CAS:
InChi Code:InChI=1S/C8H16O2/c1-4-5-8(9)10-6-7(2)3/h7H,4-6H2,1-3H3

Properties

FP: Flash point [K]

ValueSource or prediction
330

experimental value

323.37

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

320.96

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

319.22

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

320.23

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

320.94

FP_consensus: Consensus model for flash point (Training set)

CN: Cetane number

ValueSource or prediction
48.7

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

44.41

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

49.84

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

31.2

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

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