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:447
Name:ethyl propanoate
Description:
Labels:Esters
CAS:
InChi Code:InChI=1S/C5H10O2/c1-3-5(6)7-4-2/h3-4H2,1-2H3

Properties

FP: Flash point [K]

ValueSource or prediction
285

experimental value

285.33

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

283.99

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

276.41

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

286.22

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

282.99

FP_consensus: Consensus model for flash point (Training set)

CN: Cetane number

ValueSource or prediction
13.46

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

3.86

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

9.39

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

24.72

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

Links to External Resources