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:415
Name:ethyl (2E,4Z)-deca-2,4-dienoate
Description:
Labels:Esters
CAS:
InChi Code:InChI=1S/C12H20O2/c1-3-5-6-7-8-9-10-11-12(13)14-4-2/h8-11H,3-7H2,1-2H3/b9-8-,11-10+

Properties

FP: Flash point [K]

ValueSource or prediction
386.15

experimental value

359.8

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

373.11

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

366.85

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

360.58

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

365.09

FP_consensus: Consensus model for flash point (Validation set)

CN: Cetane number

ValueSource or prediction
21.72

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

21.94

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

20.76

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

55.26

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

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