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:343
Name:1,2-dimethylpropyl ethanoate
Description:
Labels:Esters
CAS:
InChi Code:InChI=1S/C7H14O2/c1-5(2)6(3)9-7(4)8/h5-6H,1-4H3

Properties

FP: Flash point [K]

ValueSource or prediction
316

experimental value

314.19

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

298.72

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

304.13

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

295.55

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

303.15

FP_consensus: Consensus model for flash point (Test set)

CN: Cetane number

ValueSource or prediction
58.47

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

11.3

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

7.52

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

46.14

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