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:817
Name:buta-1,3-diene
Description:
Labels:Olefins
CAS:
InChi Code:InChI=1S/C4H6/c1-3-4-2/h3-4H,1-2H2

Properties

FP: Flash point [K]

ValueSource or prediction
197.15

experimental value

224.15

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

198.94

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

218.61

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

212.23

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

213.48

FP_consensus: Consensus model for flash point (Training set)

CN: Cetane number

ValueSource or prediction
1.73

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

9.77

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

-8.69

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

4.95

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

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