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:801
Name:3-methylpenta-1,3-diene
Description:
Labels:Olefins
CAS:
InChi Code:InChI=1S/C6H10/c1-4-6(3)5-2/h4-5H,1H2,2-3H3

Properties

FP: Flash point [K]

ValueSource or prediction
245

experimental value

250

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

246.8

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

248.47

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

257.38

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

250.67

FP_consensus: Consensus model for flash point (Training set)

CN: Cetane number

ValueSource or prediction
11.15

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

22.14

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

23.45

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

19.6

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