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:833
Name:isoprene
Description:
Labels:Olefins
CAS:
InChi Code:InChI=1S/C5H8/c1-4-5(2)3/h4H,1-2H2,3H3

Properties

FP: Flash point [K]

ValueSource or prediction
219.26

experimental value

236.79

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

219.67

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

232.34

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

228.5

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

229.33

FP_consensus: Consensus model for flash point (Test set)

CN: Cetane number

ValueSource or prediction
-10.44

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

16.88

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

20

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

-10.56

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

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