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:785
Name:2,3-dimethylpent-1-ene
Description:
Labels:Olefins
CAS:
InChi Code:InChI=1S/C7H14/c1-5-7(4)6(2)3/h7H,2,5H2,1,3-4H3

Properties

FP: Flash point [K]

ValueSource or prediction
256

experimental value

257.71

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

256.74

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

262.08

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

257.95

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

258.62

FP_consensus: Consensus model for flash point (Validation set)

CN: Cetane number

ValueSource or prediction
46.98

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

18.39

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

25.57

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

21.58

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