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:797
Name:3-methylbuta-1,2-diene
Description:
Labels:Olefins
CAS:
InChi Code:InChI=1S/C5H8/c1-4-5(2)3/h1H2,2-3H3

Properties

FP: Flash point [K]

ValueSource or prediction
261.15

experimental value

239.53

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

214.27

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

222.51

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

215.55

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

222.97

FP_consensus: Consensus model for flash point (Test set)

CN: Cetane number

ValueSource or prediction
7.75

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

19.51

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

25.2

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

11

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

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