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:504
Name:methyl (3E)-pent-3-enoate
Description:
Labels:Esters
CAS:
InChi Code:InChI=1S/C6H10O2/c1-3-4-5-6(7)8-2/h3-4H,5H2,1-2H3/b4-3+

Properties

FP: Flash point [K]

ValueSource or prediction
297.15

experimental value

297.89

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

308.53

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

307.61

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

305.03

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

304.77

FP_consensus: Consensus model for flash point (Validation set)

CN: Cetane number

ValueSource or prediction
12.54

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

12.95

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

14.04

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

24.12

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